From ee50513972f0ffc56cca7e231c85472da3e17d68 Mon Sep 17 00:00:00 2001
From: dhruvchand <dhruvmu@microsoft.com>
Date: Fri, 31 Jul 2026 15:10:36 -0700
Subject: [PATCH] Add 828 skills from gh-skills migration

Imports skills from the nine repositories that account for ~81% of public
gh-skills install volume:

  github/awesome-copilot              411
  microsoft/skills                    161
  k-dense-ai/scientific-agent-skills  158
  mattpocock/skills                    41
  shader-slang/slang-skills            29
  paulnsorensen/easy-cheese            18
  cli/cli                               5
  smartcrabai/agent-skills              4
  github/gh-stack                       1

Descriptions are taken from each SKILL.md's own YAML frontmatter rather than
generated, so catalog copy matches what the publisher wrote.

Excluded 31 entries whose files are already catalogued from a sibling repo
(microsoft/skills vendors microsoft/azure-skills under .github/plugins/, with
identical blob SHAs) and collapsed 6 in-repo duplicates where a skill is
mirrored under a dot-directory.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 4ada9d73-ee8a-4d8f-8342-12b7d5917a46
---
 catalog/cli/agentic-workflows.json                    | 11 +++++++++++
 catalog/cli/cli-code-reviewer.json                    | 11 +++++++++++
 catalog/cli/dependabot-triager.json                   | 11 +++++++++++
 catalog/cli/gh-skill.json                             | 11 +++++++++++
 catalog/cli/gh.json                                   | 11 +++++++++++
 catalog/github/acquire-codebase-knowledge.json        | 11 +++++++++++
 catalog/github/acreadiness-assess.json                | 11 +++++++++++
 catalog/github/acreadiness-generate-instructions.json | 11 +++++++++++
 catalog/github/acreadiness-policy.json                | 11 +++++++++++
 catalog/github/ad-campaign-analyzer.json              | 11 +++++++++++
 catalog/github/add-educational-comments.json          | 11 +++++++++++
 catalog/github/adobe-illustrator-scripting.json       | 11 +++++++++++
 catalog/github/agent-governance.json                  | 11 +++++++++++
 catalog/github/agent-owasp-compliance.json            | 11 +++++++++++
 catalog/github/agent-skill-stack.json                 | 11 +++++++++++
 catalog/github/agent-supply-chain.json                | 11 +++++++++++
 catalog/github/agentic-eval.json                      | 11 +++++++++++
 catalog/github/agentic-workflows.json                 | 11 +++++++++++
 .../github/ai-prompt-engineering-safety-review.json   | 11 +++++++++++
 catalog/github/ai-ready.json                          | 11 +++++++++++
 catalog/github/ai-team-orchestration.json             | 11 +++++++++++
 catalog/github/anti-ui-slop.json                      | 11 +++++++++++
 catalog/github/appinsights-instrumentation.json       | 11 +++++++++++
 catalog/github/apple-appstore-reviewer.json           | 11 +++++++++++
 catalog/github/arch-linux-triage.json                 | 11 +++++++++++
 catalog/github/architecture-blueprint-generator.json  | 11 +++++++++++
 .../github/arduino-azure-iot-edge-integration.json    | 11 +++++++++++
 catalog/github/arize-ai-provider-integration.json     | 11 +++++++++++
 catalog/github/arize-annotation.json                  | 11 +++++++++++
 catalog/github/arize-dataset.json                     | 11 +++++++++++
 catalog/github/arize-evaluator.json                   | 11 +++++++++++
 catalog/github/arize-experiment.json                  | 11 +++++++++++
 catalog/github/arize-instrumentation.json             | 11 +++++++++++
 catalog/github/arize-link.json                        | 11 +++++++++++
 catalog/github/arize-prompt-optimization.json         | 11 +++++++++++
 catalog/github/arize-trace.json                       | 11 +++++++++++
 catalog/github/aspire.json                            | 11 +++++++++++
 catalog/github/aspnet-minimal-api-openapi.json        | 11 +++++++++++
 catalog/github/audit-integrity.json                   | 11 +++++++++++
 catalog/github/automate-this.json                     | 11 +++++++++++
 catalog/github/autoresearch.json                      | 11 +++++++++++
 catalog/github/aws-cdk-python-setup.json              | 11 +++++++++++
 catalog/github/aws-cloudwatch-investigation.json      | 11 +++++++++++
 catalog/github/aws-cost-optimize.json                 | 11 +++++++++++
 catalog/github/aws-resource-health-diagnose.json      | 11 +++++++++++
 catalog/github/aws-resource-query.json                | 11 +++++++++++
 catalog/github/aws-well-architected-review.json       | 11 +++++++++++
 catalog/github/az-cost-optimize.json                  | 11 +++++++++++
 catalog/github/azure-architecture-autopilot.json      | 11 +++++++++++
 catalog/github/azure-container-registry-cli.json      | 11 +++++++++++
 catalog/github/azure-deployment-preflight.json        | 11 +++++++++++
 catalog/github/azure-devops-cli.json                  | 11 +++++++++++
 catalog/github/azure-pricing.json                     | 11 +++++++++++
 catalog/github/azure-resource-health-diagnose.json    | 11 +++++++++++
 catalog/github/azure-resource-visualizer.json         | 11 +++++++++++
 catalog/github/azure-role-selector.json               | 11 +++++++++++
 .../github/azure-smart-city-iot-solution-builder.json | 11 +++++++++++
 catalog/github/azure-static-web-apps.json             | 11 +++++++++++
 catalog/github/azure-well-architected-review.json     | 11 +++++++++++
 catalog/github/batch-files.json                       | 11 +++++++++++
 catalog/github/bench-read.json                        | 11 +++++++++++
 catalog/github/bigquery-pipeline-audit.json           | 11 +++++++++++
 catalog/github/boost-prompt.json                      | 11 +++++++++++
 catalog/github/brag-sheet.json                        | 11 +++++++++++
 catalog/github/breakdown-epic-arch.json               | 11 +++++++++++
 catalog/github/breakdown-epic-pm.json                 | 11 +++++++++++
 catalog/github/breakdown-feature-implementation.json  | 11 +++++++++++
 catalog/github/breakdown-feature-prd.json             | 11 +++++++++++
 catalog/github/breakdown-plan.json                    | 11 +++++++++++
 catalog/github/breakdown-test.json                    | 11 +++++++++++
 catalog/github/bug-reproduction-brief.json            | 11 +++++++++++
 catalog/github/centos-linux-triage.json               | 11 +++++++++++
 catalog/github/chrome-devtools.json                   | 11 +++++++++++
 catalog/github/cli-mastery.json                       | 11 +++++++++++
 catalog/github/cloud-design-patterns.json             | 11 +++++++++++
 .../github/code-exemplars-blueprint-generator.json    | 11 +++++++++++
 catalog/github/code-tour.json                         | 11 +++++++++++
 catalog/github/codebase-memory-mcp.json               | 11 +++++++++++
 catalog/github/codeql.json                            | 11 +++++++++++
 catalog/github/comment-code-generate-a-tutorial.json  | 11 +++++++++++
 catalog/github/commit-message-storyteller.json        | 11 +++++++++++
 catalog/github/competitor-ad-intelligence.json        | 11 +++++++++++
 catalog/github/containerize-aspnet-framework.json     | 11 +++++++++++
 catalog/github/containerize-aspnetcore.json           | 11 +++++++++++
 catalog/github/content-management-systems.json        | 11 +++++++++++
 catalog/github/context-map.json                       | 11 +++++++++++
 catalog/github/conventional-branch.json               | 11 +++++++++++
 catalog/github/conventional-commit.json               | 11 +++++++++++
 catalog/github/convert-excel-to-md.json               | 11 +++++++++++
 catalog/github/convert-pdf-to-md.json                 | 11 +++++++++++
 catalog/github/convert-plaintext-to-md.json           | 11 +++++++++++
 catalog/github/convert-word-to-md.json                | 11 +++++++++++
 catalog/github/copilot-cli-quickstart.json            | 11 +++++++++++
 .../copilot-instructions-blueprint-generator.json     | 11 +++++++++++
 catalog/github/copilot-pr-autopilot.json              | 11 +++++++++++
 catalog/github/copilot-sdk.json                       | 11 +++++++++++
 catalog/github/copilot-spaces.json                    | 11 +++++++++++
 catalog/github/copilot-usage-metrics.json             | 11 +++++++++++
 catalog/github/cosmosdb-datamodeling.json             | 11 +++++++++++
 catalog/github/create-agentsmd.json                   | 11 +++++++++++
 .../github/create-architectural-decision-record.json  | 11 +++++++++++
 .../create-github-action-workflow-specification.json  | 11 +++++++++++
 ...reate-github-issue-feature-from-specification.json | 11 +++++++++++
 ...ithub-issues-feature-from-implementation-plan.json | 11 +++++++++++
 ...b-issues-for-unmet-specification-requirements.json | 11 +++++++++++
 catalog/github/create-implementation-plan.json        | 11 +++++++++++
 catalog/github/create-llms.json                       | 11 +++++++++++
 catalog/github/create-readme.json                     | 11 +++++++++++
 catalog/github/create-specification.json              | 11 +++++++++++
 catalog/github/create-spring-boot-java-project.json   | 11 +++++++++++
 catalog/github/create-spring-boot-kotlin-project.json | 11 +++++++++++
 catalog/github/create-technical-spike.json            | 11 +++++++++++
 catalog/github/create-tldr-page.json                  | 11 +++++++++++
 ...ting-oracle-to-postgres-master-migration-plan.json | 11 +++++++++++
 ...ating-oracle-to-postgres-migration-bug-report.json | 11 +++++++++++
 ...racle-to-postgres-migration-integration-tests.json | 11 +++++++++++
 catalog/github/csharp-async.json                      | 11 +++++++++++
 catalog/github/csharp-docs.json                       | 11 +++++++++++
 catalog/github/csharp-mstest.json                     | 11 +++++++++++
 catalog/github/csharp-nunit.json                      | 11 +++++++++++
 catalog/github/csharp-tunit.json                      | 11 +++++++++++
 catalog/github/csharp-xunit.json                      | 11 +++++++++++
 catalog/github/daily-prep.json                        | 11 +++++++++++
 catalog/github/data-breach-blast-radius.json          | 11 +++++++++++
 catalog/github/datanalysis-credit-risk.json           | 11 +++++++++++
 .../github/dataverse-python-advanced-patterns.json    | 11 +++++++++++
 catalog/github/dataverse-python-production-code.json  | 11 +++++++++++
 catalog/github/dataverse-python-quickstart.json       | 11 +++++++++++
 catalog/github/dataverse-python-usecase-builder.json  | 11 +++++++++++
 catalog/github/debian-linux-triage.json               | 11 +++++++++++
 catalog/github/declarative-agents.json                | 11 +++++++++++
 catalog/github/dependabot.json                        | 11 +++++++++++
 catalog/github/desk-journal.json                      | 11 +++++++++++
 catalog/github/desk-open.json                         | 11 +++++++++++
 catalog/github/devops-rollout-plan.json               | 11 +++++++++++
 catalog/github/diagnose.json                          | 11 +++++++++++
 catalog/github/doc-and-modernize.json                 | 11 +++++++++++
 catalog/github/documentation-writer.json              | 11 +++++++++++
 catalog/github/dotnet-best-practices.json             | 11 +++++++++++
 catalog/github/dotnet-design-pattern-review.json      | 11 +++++++++++
 catalog/github/dotnet-mcp-builder.json                | 11 +++++++++++
 catalog/github/dotnet-timezone.json                   | 11 +++++++++++
 catalog/github/dotnet-upgrade.json                    | 11 +++++++++++
 catalog/github/doublecheck.json                       | 11 +++++++++++
 catalog/github/draw-io-diagram-generator.json         | 11 +++++++++++
 catalog/github/drawio.json                            | 11 +++++++++++
 catalog/github/editorconfig.json                      | 11 +++++++++++
 catalog/github/ef-core.json                           | 11 +++++++++++
 catalog/github/efcore-d2-db-diagram.json              | 11 +++++++++++
 catalog/github/em-dash.json                           | 11 +++++++++++
 catalog/github/email-drafter.json                     | 11 +++++++++++
 catalog/github/entra-agent-user.json                  | 11 +++++++++++
 catalog/github/eval-driven-dev.json                   | 11 +++++++++++
 catalog/github/exam-ready.json                        | 11 +++++++++++
 catalog/github/excalidraw-diagram-generator.json      | 11 +++++++++++
 catalog/github/eyeball.json                           | 11 +++++++++++
 catalog/github/fabric-lakehouse.json                  | 11 +++++++++++
 catalog/github/fedora-linux-triage.json               | 11 +++++++++++
 catalog/github/finalize-agent-prompt.json             | 11 +++++++++++
 catalog/github/finnish-humanizer.json                 | 11 +++++++++++
 catalog/github/first-ask.json                         | 11 +++++++++++
 catalog/github/flowstudio-power-automate-build.json   | 11 +++++++++++
 catalog/github/flowstudio-power-automate-debug.json   | 11 +++++++++++
 .../github/flowstudio-power-automate-governance.json  | 11 +++++++++++
 catalog/github/flowstudio-power-automate-mcp.json     | 11 +++++++++++
 .../github/flowstudio-power-automate-monitoring.json  | 11 +++++++++++
 catalog/github/fluentui-blazor.json                   | 11 +++++++++++
 .../github/folder-structure-blueprint-generator.json  | 11 +++++++++++
 catalog/github/foundry-agent-sync.json                | 11 +++++++++++
 catalog/github/foundry-hosted-agent-copilotkit.json   | 11 +++++++++++
 catalog/github/freecad-scripts.json                   | 11 +++++++++++
 catalog/github/from-the-other-side-anitta.json        | 11 +++++++++++
 catalog/github/from-the-other-side-quinn.json         | 11 +++++++++++
 catalog/github/from-the-other-side-vega.json          | 11 +++++++++++
 catalog/github/from-the-other-side-wiggins.json       | 11 +++++++++++
 catalog/github/game-engine.json                       | 11 +++++++++++
 catalog/github/gdpr-compliant.json                    | 11 +++++++++++
 catalog/github/gen-specs-as-issues.json               | 11 +++++++++++
 .../generate-custom-instructions-from-codebase.json   | 11 +++++++++++
 catalog/github/generate-image.json                    | 11 +++++++++++
 catalog/github/geofeed-tuner.json                     | 11 +++++++++++
 catalog/github/gh-stack.json                          | 11 +++++++++++
 catalog/github/git-commit.json                        | 11 +++++++++++
 catalog/github/git-flow-branch-creator.json           | 11 +++++++++++
 catalog/github/github-actions-efficiency.json         | 11 +++++++++++
 catalog/github/github-actions-hardening.json          | 11 +++++++++++
 .../github-actions-runtime-upgrade-conventions.json   | 11 +++++++++++
 catalog/github/github-codespaces-efficiency.json      | 11 +++++++++++
 catalog/github/github-copilot-starter.json            | 11 +++++++++++
 catalog/github/github-issues.json                     | 11 +++++++++++
 catalog/github/github-release.json                    | 11 +++++++++++
 catalog/github/gitmoji.json                           | 11 +++++++++++
 catalog/github/go-mcp-server-generator.json           | 11 +++++++++++
 catalog/github/gsap-framer-scroll-animation.json      | 11 +++++++++++
 catalog/github/gtm-0-to-1-launch.json                 | 11 +++++++++++
 catalog/github/gtm-ai-gtm.json                        | 11 +++++++++++
 .../github/gtm-board-and-investor-communication.json  | 11 +++++++++++
 catalog/github/gtm-developer-ecosystem.json           | 11 +++++++++++
 catalog/github/gtm-enterprise-account-planning.json   | 11 +++++++++++
 catalog/github/gtm-enterprise-onboarding.json         | 11 +++++++++++
 catalog/github/gtm-operating-cadence.json             | 11 +++++++++++
 catalog/github/gtm-partnership-architecture.json      | 11 +++++++++++
 catalog/github/gtm-positioning-strategy.json          | 11 +++++++++++
 catalog/github/gtm-product-led-growth.json            | 11 +++++++++++
 catalog/github/gtm-technical-product-pricing.json     | 11 +++++++++++
 catalog/github/harness-engineering.json               | 11 +++++++++++
 catalog/github/image-annotations.json                 | 11 +++++++++++
 catalog/github/image-manipulation-image-magick.json   | 11 +++++++++++
 catalog/github/impediment-prioritization.json         | 11 +++++++++++
 catalog/github/import-infrastructure-as-code.json     | 11 +++++++++++
 catalog/github/incident-postmortem.json               | 11 +++++++++++
 catalog/github/integrate-context-matic.json           | 11 +++++++++++
 catalog/github/issue-fields-migration.json            | 11 +++++++++++
 .../github/java-add-graalvm-native-image-support.json | 11 +++++++++++
 catalog/github/java-docs.json                         | 11 +++++++++++
 catalog/github/java-helidon.json                      | 11 +++++++++++
 catalog/github/java-junit.json                        | 11 +++++++++++
 catalog/github/java-mcp-server-generator.json         | 11 +++++++++++
 catalog/github/java-refactoring-extract-method.json   | 11 +++++++++++
 catalog/github/java-refactoring-remove-parameter.json | 11 +++++++++++
 catalog/github/java-springboot.json                   | 11 +++++++++++
 catalog/github/javascript-typescript-jest.json        | 11 +++++++++++
 catalog/github/javax-to-jakarta-migration.json        | 11 +++++++++++
 catalog/github/kotlin-mcp-server-generator.json       | 11 +++++++++++
 catalog/github/kotlin-springboot.json                 | 11 +++++++++++
 catalog/github/latchshot-page-capture.json            | 11 +++++++++++
 catalog/github/legacy-circuit-mockups.json            | 11 +++++++++++
 catalog/github/linkedin-post-formatter.json           | 11 +++++++++++
 catalog/github/lsp-setup.json                         | 11 +++++++++++
 catalog/github/make-repo-contribution.json            | 11 +++++++++++
 catalog/github/markdown-to-html.json                  | 11 +++++++++++
 catalog/github/markstream-install.json                | 11 +++++++++++
 catalog/github/mcp-cli.json                           | 11 +++++++++++
 .../github/mcp-copilot-studio-server-generator.json   | 11 +++++++++++
 catalog/github/mcp-create-adaptive-cards.json         | 11 +++++++++++
 catalog/github/mcp-create-declarative-agent.json      | 11 +++++++++++
 catalog/github/mcp-deploy-manage-agents.json          | 11 +++++++++++
 .../github/mcp-implementation-security-review.json    | 11 +++++++++++
 catalog/github/mcp-security-audit.json                | 11 +++++++++++
 catalog/github/md-to-docx.json                        | 11 +++++++++++
 catalog/github/meeting-minutes.json                   | 11 +++++++++++
 catalog/github/memory-merger.json                     | 11 +++++++++++
 catalog/github/mentoring-juniors.json                 | 11 +++++++++++
 catalog/github/microsoft-agent-framework.json         | 11 +++++++++++
 catalog/github/microsoft-code-reference.json          | 11 +++++++++++
 catalog/github/microsoft-docs.json                    | 11 +++++++++++
 catalog/github/microsoft-skill-creator.json           | 11 +++++++++++
 ...igrating-oracle-to-postgres-stored-procedures.json | 11 +++++++++++
 catalog/github/minecraft-plugin-development.json      | 11 +++++++++++
 catalog/github/mini-context-graph.json                | 11 +++++++++++
 catalog/github/mkdocs-translations.json               | 11 +++++++++++
 catalog/github/msgraph-sdk.json                       | 11 +++++++++++
 catalog/github/msstore-cli.json                       | 11 +++++++++++
 catalog/github/multi-stage-dockerfile.json            | 11 +++++++++++
 catalog/github/mvvm-toolkit-di.json                   | 11 +++++++++++
 catalog/github/mvvm-toolkit-messenger.json            | 11 +++++++++++
 catalog/github/mvvm-toolkit.json                      | 11 +++++++++++
 catalog/github/namecheap.json                         | 11 +++++++++++
 catalog/github/nano-banana-pro-openrouter.json        | 11 +++++++++++
 catalog/github/napkin.json                            | 11 +++++++++++
 catalog/github/next-intl-add-language.json            | 11 +++++++++++
 catalog/github/noob-mode.json                         | 11 +++++++++++
 catalog/github/nuget-manager.json                     | 11 +++++++++++
 catalog/github/onboard-context-matic.json             | 11 +++++++++++
 catalog/github/oo-component-documentation.json        | 11 +++++++++++
 catalog/github/openapi-to-application-code.json       | 11 +++++++++++
 catalog/github/optimize-simplicite-logs.json          | 11 +++++++++++
 catalog/github/pdftk-server.json                      | 11 +++++++++++
 catalog/github/penpot-uiux-design.json                | 11 +++++++++++
 catalog/github/performance-review-writer.json         | 11 +++++++++++
 catalog/github/pester-migration.json                  | 11 +++++++++++
 catalog/github/pester-should-migration.json           | 11 +++++++++++
 catalog/github/phoenix-cli.json                       | 11 +++++++++++
 catalog/github/phoenix-evals.json                     | 11 +++++++++++
 catalog/github/phoenix-tracing.json                   | 11 +++++++++++
 catalog/github/php-mcp-server-generator.json          | 11 +++++++++++
 catalog/github/pinecone-rag.json                      | 11 +++++++++++
 ...cle-to-postgres-migration-integration-testing.json | 11 +++++++++++
 catalog/github/plantuml-ascii.json                    | 11 +++++++++++
 .../github/playwright-automation-fill-in-form.json    | 11 +++++++++++
 catalog/github/playwright-explore-website.json        | 11 +++++++++++
 catalog/github/playwright-generate-test.json          | 11 +++++++++++
 catalog/github/postgresql-code-review.json            | 11 +++++++++++
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 catalog/github/power-apps-code-app-scaffold.json      | 11 +++++++++++
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 catalog/github/power-bi-model-design-review.json      | 11 +++++++++++
 .../github/power-bi-performance-troubleshooting.json  | 11 +++++++++++
 .../github/power-bi-report-design-consultation.json   | 11 +++++++++++
 catalog/github/power-platform-architect.json          | 11 +++++++++++
 .../github/power-platform-mcp-connector-suite.json    | 11 +++++++++++
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 catalog/github/premium-frontend-ui.json               | 11 +++++++++++
 ...project-workflow-analysis-blueprint-generator.json | 11 +++++++++++
 catalog/github/prompt-optimizer.json                  | 11 +++++++++++
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 catalog/github/pytest-coverage.json                   | 11 +++++++++++
 catalog/github/python-azure-iot-edge-modules.json     | 11 +++++++++++
 catalog/github/python-mcp-server-generator.json       | 11 +++++++++++
 catalog/github/python-pypi-package-builder.json       | 11 +++++++++++
 catalog/github/qdrant-clients-sdk.json                | 11 +++++++++++
 catalog/github/qdrant-deployment-options.json         | 11 +++++++++++
 catalog/github/qdrant-horizontal-scaling.json         | 11 +++++++++++
 .../qdrant-indexing-performance-optimization.json     | 11 +++++++++++
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 catalog/github/qdrant-model-migration.json            | 11 +++++++++++
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 catalog/github/readme-blueprint-generator.json        | 11 +++++++++++
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 ...ing-oracle-to-postgres-migration-test-project.json | 11 +++++++++++
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 create mode 100644 catalog/microsoft/wiki-agents-md.json
 create mode 100644 catalog/microsoft/wiki-architect.json
 create mode 100644 catalog/microsoft/wiki-changelog.json
 create mode 100644 catalog/microsoft/wiki-llms-txt.json
 create mode 100644 catalog/microsoft/wiki-onboarding.json
 create mode 100644 catalog/microsoft/wiki-page-writer.json
 create mode 100644 catalog/microsoft/wiki-qa.json
 create mode 100644 catalog/microsoft/wiki-researcher.json
 create mode 100644 catalog/microsoft/wiki-vitepress.json
 create mode 100644 catalog/microsoft/zustand-store-ts.json
 create mode 100644 catalog/paulnsorensen/affinage.json
 create mode 100644 catalog/paulnsorensen/age.json
 create mode 100644 catalog/paulnsorensen/briesearch.json
 create mode 100644 catalog/paulnsorensen/cheese.json
 create mode 100644 catalog/paulnsorensen/cook.json
 create mode 100644 catalog/paulnsorensen/culture.json
 create mode 100644 catalog/paulnsorensen/cure.json
 create mode 100644 catalog/paulnsorensen/easy-cheese-setup.json
 create mode 100644 catalog/paulnsorensen/hard-cheese.json
 create mode 100644 catalog/paulnsorensen/melt.json
 create mode 100644 catalog/paulnsorensen/mold.json
 create mode 100644 catalog/paulnsorensen/pasteurize.json
 create mode 100644 catalog/paulnsorensen/plate.json
 create mode 100644 catalog/paulnsorensen/press.json
 create mode 100644 catalog/paulnsorensen/python-authoring.json
 create mode 100644 catalog/paulnsorensen/skill-authoring.json
 create mode 100644 catalog/paulnsorensen/ultracook.json
 create mode 100644 catalog/paulnsorensen/wheypoint.json
 create mode 100644 catalog/shader-slang/slang-analyze-coverage.json
 create mode 100644 catalog/shader-slang/slang-autodiff-kernel-opt.json
 create mode 100644 catalog/shader-slang/slang-build.json
 create mode 100644 catalog/shader-slang/slang-code-reader.json
 create mode 100644 catalog/shader-slang/slang-code-writer.json
 create mode 100644 catalog/shader-slang/slang-create-issue.json
 create mode 100644 catalog/shader-slang/slang-docs.json
 create mode 100644 catalog/shader-slang/slang-evaluate-session.json
 create mode 100644 catalog/shader-slang/slang-fix-bug.json
 create mode 100644 catalog/shader-slang/slang-github.json
 create mode 100644 catalog/shader-slang/slang-investigate.json
 create mode 100644 catalog/shader-slang/slang-maintainer-tools.json
 create mode 100644 catalog/shader-slang/slang-pr-create.json
 create mode 100644 catalog/shader-slang/slang-pr-report.json
 create mode 100644 catalog/shader-slang/slang-pr-resolve-comments.json
 create mode 100644 catalog/shader-slang/slang-pr-review-runner.json
 create mode 100644 catalog/shader-slang/slang-release.json
 create mode 100644 catalog/shader-slang/slang-review-pr.json
 create mode 100644 catalog/shader-slang/slang-run-tests.json
 create mode 100644 catalog/shader-slang/slang-sti.json
 create mode 100644 catalog/shader-slang/slang-test-feature.json
 create mode 100644 catalog/shader-slang/slang-write-test.json
 create mode 100644 catalog/shader-slang/slangpy-build.json
 create mode 100644 catalog/shader-slang/slangpy-code-reader.json
 create mode 100644 catalog/shader-slang/slangpy-code-writer.json
 create mode 100644 catalog/shader-slang/slangpy-docs.json
 create mode 100644 catalog/shader-slang/slangpy-github.json
 create mode 100644 catalog/shader-slang/tmux-agent-manager.json
 create mode 100644 catalog/shader-slang/zellij-agent-manager.json
 create mode 100644 catalog/smartcrabai/improve-review-from-pr-gap.json
 create mode 100644 catalog/smartcrabai/improve-review-from-session.json
 create mode 100644 catalog/smartcrabai/review-pr.json
 create mode 100644 catalog/smartcrabai/review-uncommitted.json

diff --git a/catalog/cli/agentic-workflows.json b/catalog/cli/agentic-workflows.json
new file mode 100644
index 0000000..5a4c8a5
--- /dev/null
+++ b/catalog/cli/agentic-workflows.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:cli:cli:agentic-workflows",
+  "displayName": "Agentic Workflows",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/cli/cli/blob/trunk/.github/skills/agentic-workflows/SKILL.md",
+  "description": "Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.",
+  "metadata": {
+    "sourceSet": "cli/cli",
+    "repoPath": ".github/skills/agentic-workflows/SKILL.md"
+  }
+}
diff --git a/catalog/cli/cli-code-reviewer.json b/catalog/cli/cli-code-reviewer.json
new file mode 100644
index 0000000..62b9293
--- /dev/null
+++ b/catalog/cli/cli-code-reviewer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:cli:cli:cli-code-reviewer",
+  "displayName": "CLI Code Reviewer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/cli/cli/blob/trunk/.github/skills/cli-code-reviewer/SKILL.md",
+  "description": "Reviews GitHub CLI (gh) pull requests against codebase conventions",
+  "metadata": {
+    "sourceSet": "cli/cli",
+    "repoPath": ".github/skills/cli-code-reviewer/SKILL.md"
+  }
+}
diff --git a/catalog/cli/dependabot-triager.json b/catalog/cli/dependabot-triager.json
new file mode 100644
index 0000000..e2f27c9
--- /dev/null
+++ b/catalog/cli/dependabot-triager.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:cli:cli:dependabot-triager",
+  "displayName": "Dependabot Triager",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/cli/cli/blob/trunk/.github/skills/dependabot-triager/SKILL.md",
+  "description": "Assesses an open Dependabot pull request and emits a recommendation (Merge / Review before merging / Do not merge) plus confidence (High / Medium / Low)",
+  "metadata": {
+    "sourceSet": "cli/cli",
+    "repoPath": ".github/skills/dependabot-triager/SKILL.md"
+  }
+}
diff --git a/catalog/cli/gh-skill.json b/catalog/cli/gh-skill.json
new file mode 100644
index 0000000..75f3f58
--- /dev/null
+++ b/catalog/cli/gh-skill.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:cli:cli:gh-skill",
+  "displayName": "GH Skill",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/cli/cli/blob/trunk/skills/gh-skill/SKILL.md",
+  "description": "Manage agent skills with gh skill. Use this skill to discover, preview, install, update, and publish Agent Skills so an agent can self-manage the skills",
+  "metadata": {
+    "sourceSet": "cli/cli",
+    "repoPath": "skills/gh-skill/SKILL.md"
+  }
+}
diff --git a/catalog/cli/gh.json b/catalog/cli/gh.json
new file mode 100644
index 0000000..a762924
--- /dev/null
+++ b/catalog/cli/gh.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:cli:cli:gh",
+  "displayName": "GH",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/cli/cli/blob/trunk/skills/gh/SKILL.md",
+  "description": "Patterns for invoking the GitHub CLI (gh) from agents. Covers structured output, pagination, repo targeting, search vs list, gh api fallback.",
+  "metadata": {
+    "sourceSet": "cli/cli",
+    "repoPath": "skills/gh/SKILL.md"
+  }
+}
diff --git a/catalog/github/acquire-codebase-knowledge.json b/catalog/github/acquire-codebase-knowledge.json
new file mode 100644
index 0000000..5a52d09
--- /dev/null
+++ b/catalog/github/acquire-codebase-knowledge.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:acquire-codebase-knowledge",
+  "displayName": "Acquire Codebase Knowledge",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/acquire-codebase-knowledge/SKILL.md",
+  "description": "Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/acquire-codebase-knowledge/SKILL.md"
+  }
+}
diff --git a/catalog/github/acreadiness-assess.json b/catalog/github/acreadiness-assess.json
new file mode 100644
index 0000000..9f4a32d
--- /dev/null
+++ b/catalog/github/acreadiness-assess.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:acreadiness-assess",
+  "displayName": "Acreadiness Assess",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/acreadiness-assess/SKILL.md",
+  "description": "Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/acreadiness-assess/SKILL.md"
+  }
+}
diff --git a/catalog/github/acreadiness-generate-instructions.json b/catalog/github/acreadiness-generate-instructions.json
new file mode 100644
index 0000000..416e0aa
--- /dev/null
+++ b/catalog/github/acreadiness-generate-instructions.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:acreadiness-generate-instructions",
+  "displayName": "Acreadiness Generate Instructions",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/acreadiness-generate-instructions/SKILL.md",
+  "description": "Generate tailored AI agent instruction files via AgentRC instructions command.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/acreadiness-generate-instructions/SKILL.md"
+  }
+}
diff --git a/catalog/github/acreadiness-policy.json b/catalog/github/acreadiness-policy.json
new file mode 100644
index 0000000..ff628f5
--- /dev/null
+++ b/catalog/github/acreadiness-policy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:acreadiness-policy",
+  "displayName": "Acreadiness Policy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/acreadiness-policy/SKILL.md",
+  "description": "Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/acreadiness-policy/SKILL.md"
+  }
+}
diff --git a/catalog/github/ad-campaign-analyzer.json b/catalog/github/ad-campaign-analyzer.json
new file mode 100644
index 0000000..e0dd52a
--- /dev/null
+++ b/catalog/github/ad-campaign-analyzer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ad-campaign-analyzer",
+  "displayName": "Ad Campaign Analyzer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ad-campaign-analyzer/SKILL.md",
+  "description": "Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like \"analyze my ad...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ad-campaign-analyzer/SKILL.md"
+  }
+}
diff --git a/catalog/github/add-educational-comments.json b/catalog/github/add-educational-comments.json
new file mode 100644
index 0000000..6753943
--- /dev/null
+++ b/catalog/github/add-educational-comments.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:add-educational-comments",
+  "displayName": "Add Educational Comments",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/add-educational-comments/SKILL.md",
+  "description": "Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/add-educational-comments/SKILL.md"
+  }
+}
diff --git a/catalog/github/adobe-illustrator-scripting.json b/catalog/github/adobe-illustrator-scripting.json
new file mode 100644
index 0000000..af8f377
--- /dev/null
+++ b/catalog/github/adobe-illustrator-scripting.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:adobe-illustrator-scripting",
+  "displayName": "Adobe Illustrator Scripting",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/adobe-illustrator-scripting/SKILL.md",
+  "description": "Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/adobe-illustrator-scripting/SKILL.md"
+  }
+}
diff --git a/catalog/github/agent-governance.json b/catalog/github/agent-governance.json
new file mode 100644
index 0000000..fc9e6d4
--- /dev/null
+++ b/catalog/github/agent-governance.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:agent-governance",
+  "displayName": "Agent Governance",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/agent-governance/SKILL.md",
+  "description": "Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/agent-governance/SKILL.md"
+  }
+}
diff --git a/catalog/github/agent-owasp-compliance.json b/catalog/github/agent-owasp-compliance.json
new file mode 100644
index 0000000..826b222
--- /dev/null
+++ b/catalog/github/agent-owasp-compliance.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:agent-owasp-compliance",
+  "displayName": "Agent Owasp Compliance",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/agent-owasp-compliance/SKILL.md",
+  "description": "Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/agent-owasp-compliance/SKILL.md"
+  }
+}
diff --git a/catalog/github/agent-skill-stack.json b/catalog/github/agent-skill-stack.json
new file mode 100644
index 0000000..80533bb
--- /dev/null
+++ b/catalog/github/agent-skill-stack.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:agent-skill-stack",
+  "displayName": "Agent Skill Stack",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/agent-skill-stack/SKILL.md",
+  "description": "Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/agent-skill-stack/SKILL.md"
+  }
+}
diff --git a/catalog/github/agent-supply-chain.json b/catalog/github/agent-supply-chain.json
new file mode 100644
index 0000000..f18a2db
--- /dev/null
+++ b/catalog/github/agent-supply-chain.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:agent-supply-chain",
+  "displayName": "Agent Supply Chain",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/agent-supply-chain/SKILL.md",
+  "description": "Verify supply chain integrity for AI agent plugins, tools, and dependencies.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/agent-supply-chain/SKILL.md"
+  }
+}
diff --git a/catalog/github/agentic-eval.json b/catalog/github/agentic-eval.json
new file mode 100644
index 0000000..98cd083
--- /dev/null
+++ b/catalog/github/agentic-eval.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:agentic-eval",
+  "displayName": "Agentic Eval",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/agentic-eval/SKILL.md",
+  "description": "Patterns and techniques for evaluating and improving AI agent outputs.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/agentic-eval/SKILL.md"
+  }
+}
diff --git a/catalog/github/agentic-workflows.json b/catalog/github/agentic-workflows.json
new file mode 100644
index 0000000..722888c
--- /dev/null
+++ b/catalog/github/agentic-workflows.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:agentic-workflows",
+  "displayName": "Agentic Workflows",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/.github/skills/agentic-workflows/SKILL.md",
+  "description": "Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": ".github/skills/agentic-workflows/SKILL.md"
+  }
+}
diff --git a/catalog/github/ai-prompt-engineering-safety-review.json b/catalog/github/ai-prompt-engineering-safety-review.json
new file mode 100644
index 0000000..52f2b35
--- /dev/null
+++ b/catalog/github/ai-prompt-engineering-safety-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ai-prompt-engineering-safety-review",
+  "displayName": "AI Prompt Engineering Safety Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ai-prompt-engineering-safety-review/SKILL.md",
+  "description": "Comprehensive AI prompt engineering safety review and improvement prompt.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ai-prompt-engineering-safety-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/ai-ready.json b/catalog/github/ai-ready.json
new file mode 100644
index 0000000..ee4cf20
--- /dev/null
+++ b/catalog/github/ai-ready.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ai-ready",
+  "displayName": "AI Ready",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ai-ready/SKILL.md",
+  "description": "Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ai-ready/SKILL.md"
+  }
+}
diff --git a/catalog/github/ai-team-orchestration.json b/catalog/github/ai-team-orchestration.json
new file mode 100644
index 0000000..823381b
--- /dev/null
+++ b/catalog/github/ai-team-orchestration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ai-team-orchestration",
+  "displayName": "AI Team Orchestration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ai-team-orchestration/SKILL.md",
+  "description": "Bootstrap and run a lightweight multi-agent development team.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ai-team-orchestration/SKILL.md"
+  }
+}
diff --git a/catalog/github/anti-ui-slop.json b/catalog/github/anti-ui-slop.json
new file mode 100644
index 0000000..c5eb4a7
--- /dev/null
+++ b/catalog/github/anti-ui-slop.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:anti-ui-slop",
+  "displayName": "Anti UI Slop",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/anti-ui-slop/SKILL.md",
+  "description": "Stop Codex, GitHub Copilot, Claude Code, and Cursor from shipping generic UI.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/anti-ui-slop/SKILL.md"
+  }
+}
diff --git a/catalog/github/appinsights-instrumentation.json b/catalog/github/appinsights-instrumentation.json
new file mode 100644
index 0000000..f69a6ed
--- /dev/null
+++ b/catalog/github/appinsights-instrumentation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:appinsights-instrumentation",
+  "displayName": "Appinsights Instrumentation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/appinsights-instrumentation/SKILL.md",
+  "description": "Instrument a webapp to send useful telemetry data to Azure App Insights",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/appinsights-instrumentation/SKILL.md"
+  }
+}
diff --git a/catalog/github/apple-appstore-reviewer.json b/catalog/github/apple-appstore-reviewer.json
new file mode 100644
index 0000000..e51f325
--- /dev/null
+++ b/catalog/github/apple-appstore-reviewer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:apple-appstore-reviewer",
+  "displayName": "Apple Appstore Reviewer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/apple-appstore-reviewer/SKILL.md",
+  "description": "Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/apple-appstore-reviewer/SKILL.md"
+  }
+}
diff --git a/catalog/github/arch-linux-triage.json b/catalog/github/arch-linux-triage.json
new file mode 100644
index 0000000..f2360d3
--- /dev/null
+++ b/catalog/github/arch-linux-triage.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arch-linux-triage",
+  "displayName": "Arch Linux Triage",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arch-linux-triage/SKILL.md",
+  "description": "Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.",
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+}
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new file mode 100644
index 0000000..2e68500
--- /dev/null
+++ b/catalog/github/architecture-blueprint-generator.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:architecture-blueprint-generator",
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+  "description": "Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation.",
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+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/architecture-blueprint-generator/SKILL.md"
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+}
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index 0000000..6a2053f
--- /dev/null
+++ b/catalog/github/arduino-azure-iot-edge-integration.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arduino-azure-iot-edge-integration/SKILL.md",
+  "description": "Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arduino-azure-iot-edge-integration/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..e9c781d
--- /dev/null
+++ b/catalog/github/arize-ai-provider-integration.json
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+{
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+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-ai-provider-integration/SKILL.md",
+  "description": "Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-ai-provider-integration/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..3440940
--- /dev/null
+++ b/catalog/github/arize-annotation.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-annotation/SKILL.md",
+  "description": "Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-annotation/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..2518fc1
--- /dev/null
+++ b/catalog/github/arize-dataset.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arize-dataset",
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+  "description": "Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-dataset/SKILL.md"
+  }
+}
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index 0000000..5a1e0ef
--- /dev/null
+++ b/catalog/github/arize-evaluator.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arize-evaluator",
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-evaluator/SKILL.md",
+  "description": "Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-evaluator/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..d681cee
--- /dev/null
+++ b/catalog/github/arize-experiment.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arize-experiment",
+  "displayName": "Arize Experiment",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-experiment/SKILL.md",
+  "description": "Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-experiment/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..8a3f15b
--- /dev/null
+++ b/catalog/github/arize-instrumentation.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arize-instrumentation",
+  "displayName": "Arize Instrumentation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-instrumentation/SKILL.md",
+  "description": "Adds Arize AX tracing to an LLM application for the first time.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-instrumentation/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..7201252
--- /dev/null
+++ b/catalog/github/arize-link.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arize-link",
+  "displayName": "Arize Link",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-link/SKILL.md",
+  "description": "Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-link/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..5df6763
--- /dev/null
+++ b/catalog/github/arize-prompt-optimization.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arize-prompt-optimization",
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-prompt-optimization/SKILL.md",
+  "description": "Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-prompt-optimization/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..b63b7a4
--- /dev/null
+++ b/catalog/github/arize-trace.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:arize-trace",
+  "displayName": "Arize Trace",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/arize-trace/SKILL.md",
+  "description": "Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/arize-trace/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..d9774f6
--- /dev/null
+++ b/catalog/github/aspire.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aspire",
+  "displayName": "Aspire",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aspire/SKILL.md",
+  "description": "Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aspire/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..fa071af
--- /dev/null
+++ b/catalog/github/aspnet-minimal-api-openapi.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aspnet-minimal-api-openapi",
+  "displayName": "Aspnet Minimal API Openapi",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aspnet-minimal-api-openapi/SKILL.md",
+  "description": "Create ASP.NET Minimal API endpoints with proper OpenAPI documentation",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aspnet-minimal-api-openapi/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..f374dcb
--- /dev/null
+++ b/catalog/github/audit-integrity.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:audit-integrity",
+  "displayName": "Audit Integrity",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/audit-integrity/SKILL.md",
+  "description": "Shared audit integrity framework for all AppSec agents — enforces output quality, intellectual honesty, and continuous improvement through...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/audit-integrity/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..5e265c7
--- /dev/null
+++ b/catalog/github/automate-this.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:automate-this",
+  "displayName": "Automate This",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/automate-this/SKILL.md",
+  "description": "Analyze a screen recording of a manual process and produce targeted, working automation scripts.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/automate-this/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..0422b89
--- /dev/null
+++ b/catalog/github/autoresearch.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:autoresearch",
+  "displayName": "Autoresearch",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/autoresearch/SKILL.md",
+  "description": "Autonomous iterative experimentation loop for any programming task.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/autoresearch/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..0ea74d7
--- /dev/null
+++ b/catalog/github/aws-cdk-python-setup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aws-cdk-python-setup",
+  "displayName": "AWS Cdk Python Setup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aws-cdk-python-setup/SKILL.md",
+  "description": "Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aws-cdk-python-setup/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..ab73673
--- /dev/null
+++ b/catalog/github/aws-cloudwatch-investigation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aws-cloudwatch-investigation",
+  "displayName": "AWS Cloudwatch Investigation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aws-cloudwatch-investigation/SKILL.md",
+  "description": "Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aws-cloudwatch-investigation/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..dfb1b28
--- /dev/null
+++ b/catalog/github/aws-cost-optimize.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aws-cost-optimize",
+  "displayName": "AWS Cost Optimize",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aws-cost-optimize/SKILL.md",
+  "description": "Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aws-cost-optimize/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..098f887
--- /dev/null
+++ b/catalog/github/aws-resource-health-diagnose.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aws-resource-health-diagnose",
+  "displayName": "AWS Resource Health Diagnose",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aws-resource-health-diagnose/SKILL.md",
+  "description": "Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aws-resource-health-diagnose/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..ded5694
--- /dev/null
+++ b/catalog/github/aws-resource-query.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aws-resource-query",
+  "displayName": "AWS Resource Query",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aws-resource-query/SKILL.md",
+  "description": "Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aws-resource-query/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..f721df9
--- /dev/null
+++ b/catalog/github/aws-well-architected-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:aws-well-architected-review",
+  "displayName": "AWS Well Architected Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/aws-well-architected-review/SKILL.md",
+  "description": "Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/aws-well-architected-review/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..0e1641c
--- /dev/null
+++ b/catalog/github/az-cost-optimize.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:az-cost-optimize",
+  "displayName": "Az Cost Optimize",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/az-cost-optimize/SKILL.md",
+  "description": "Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/az-cost-optimize/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-architecture-autopilot.json b/catalog/github/azure-architecture-autopilot.json
new file mode 100644
index 0000000..ae69f49
--- /dev/null
+++ b/catalog/github/azure-architecture-autopilot.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-architecture-autopilot",
+  "displayName": "Azure Architecture Autopilot",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-architecture-autopilot/SKILL.md",
+  "description": "Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-architecture-autopilot/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-container-registry-cli.json b/catalog/github/azure-container-registry-cli.json
new file mode 100644
index 0000000..6bcdbc9
--- /dev/null
+++ b/catalog/github/azure-container-registry-cli.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-container-registry-cli",
+  "displayName": "Azure Container Registry CLI",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-container-registry-cli/SKILL.md",
+  "description": "Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication, and..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-container-registry-cli/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-deployment-preflight.json b/catalog/github/azure-deployment-preflight.json
new file mode 100644
index 0000000..b3bd525
--- /dev/null
+++ b/catalog/github/azure-deployment-preflight.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-deployment-preflight",
+  "displayName": "Azure Deployment Preflight",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-deployment-preflight/SKILL.md",
+  "description": "Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-deployment-preflight/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-devops-cli.json b/catalog/github/azure-devops-cli.json
new file mode 100644
index 0000000..d40a4a4
--- /dev/null
+++ b/catalog/github/azure-devops-cli.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-devops-cli",
+  "displayName": "Azure Devops CLI",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-devops-cli/SKILL.md",
+  "description": "Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-devops-cli/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-pricing.json b/catalog/github/azure-pricing.json
new file mode 100644
index 0000000..0961b85
--- /dev/null
+++ b/catalog/github/azure-pricing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-pricing",
+  "displayName": "Azure Pricing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-pricing/SKILL.md",
+  "description": "Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-pricing/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-resource-health-diagnose.json b/catalog/github/azure-resource-health-diagnose.json
new file mode 100644
index 0000000..341e5d4
--- /dev/null
+++ b/catalog/github/azure-resource-health-diagnose.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-resource-health-diagnose",
+  "displayName": "Azure Resource Health Diagnose",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-resource-health-diagnose/SKILL.md",
+  "description": "Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-resource-health-diagnose/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-resource-visualizer.json b/catalog/github/azure-resource-visualizer.json
new file mode 100644
index 0000000..8d6d667
--- /dev/null
+++ b/catalog/github/azure-resource-visualizer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-resource-visualizer",
+  "displayName": "Azure Resource Visualizer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-resource-visualizer/SKILL.md",
+  "description": "Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-resource-visualizer/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-role-selector.json b/catalog/github/azure-role-selector.json
new file mode 100644
index 0000000..0d3f060
--- /dev/null
+++ b/catalog/github/azure-role-selector.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-role-selector",
+  "displayName": "Azure Role Selector",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-role-selector/SKILL.md",
+  "description": "When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-role-selector/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-smart-city-iot-solution-builder.json b/catalog/github/azure-smart-city-iot-solution-builder.json
new file mode 100644
index 0000000..ad1dfd8
--- /dev/null
+++ b/catalog/github/azure-smart-city-iot-solution-builder.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-smart-city-iot-solution-builder",
+  "displayName": "Azure Smart City Iot Solution Builder",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-smart-city-iot-solution-builder/SKILL.md",
+  "description": "Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-smart-city-iot-solution-builder/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-static-web-apps.json b/catalog/github/azure-static-web-apps.json
new file mode 100644
index 0000000..d0eed51
--- /dev/null
+++ b/catalog/github/azure-static-web-apps.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-static-web-apps",
+  "displayName": "Azure Static Web Apps",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-static-web-apps/SKILL.md",
+  "description": "Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-static-web-apps/SKILL.md"
+  }
+}
diff --git a/catalog/github/azure-well-architected-review.json b/catalog/github/azure-well-architected-review.json
new file mode 100644
index 0000000..fc0106b
--- /dev/null
+++ b/catalog/github/azure-well-architected-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:azure-well-architected-review",
+  "displayName": "Azure Well Architected Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/azure-well-architected-review/SKILL.md",
+  "description": "Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/azure-well-architected-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/batch-files.json b/catalog/github/batch-files.json
new file mode 100644
index 0000000..275c0d5
--- /dev/null
+++ b/catalog/github/batch-files.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:batch-files",
+  "displayName": "Batch Files",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/batch-files/SKILL.md",
+  "description": "Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/batch-files/SKILL.md"
+  }
+}
diff --git a/catalog/github/bench-read.json b/catalog/github/bench-read.json
new file mode 100644
index 0000000..58e5205
--- /dev/null
+++ b/catalog/github/bench-read.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:bench-read",
+  "displayName": "Bench Read",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/bench-read/SKILL.md",
+  "description": "Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/bench-read/SKILL.md"
+  }
+}
diff --git a/catalog/github/bigquery-pipeline-audit.json b/catalog/github/bigquery-pipeline-audit.json
new file mode 100644
index 0000000..85d0554
--- /dev/null
+++ b/catalog/github/bigquery-pipeline-audit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:bigquery-pipeline-audit",
+  "displayName": "Bigquery Pipeline Audit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/bigquery-pipeline-audit/SKILL.md",
+  "description": "Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/bigquery-pipeline-audit/SKILL.md"
+  }
+}
diff --git a/catalog/github/boost-prompt.json b/catalog/github/boost-prompt.json
new file mode 100644
index 0000000..f82b7cf
--- /dev/null
+++ b/catalog/github/boost-prompt.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:boost-prompt",
+  "displayName": "Boost Prompt",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/boost-prompt/SKILL.md",
+  "description": "Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/boost-prompt/SKILL.md"
+  }
+}
diff --git a/catalog/github/brag-sheet.json b/catalog/github/brag-sheet.json
new file mode 100644
index 0000000..8c76255
--- /dev/null
+++ b/catalog/github/brag-sheet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:brag-sheet",
+  "displayName": "Brag Sheet",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/brag-sheet/SKILL.md",
+  "description": "Turn vague \"what did I do?\" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/brag-sheet/SKILL.md"
+  }
+}
diff --git a/catalog/github/breakdown-epic-arch.json b/catalog/github/breakdown-epic-arch.json
new file mode 100644
index 0000000..c965077
--- /dev/null
+++ b/catalog/github/breakdown-epic-arch.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:breakdown-epic-arch",
+  "displayName": "Breakdown Epic Arch",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/breakdown-epic-arch/SKILL.md",
+  "description": "Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/breakdown-epic-arch/SKILL.md"
+  }
+}
diff --git a/catalog/github/breakdown-epic-pm.json b/catalog/github/breakdown-epic-pm.json
new file mode 100644
index 0000000..5c1abeb
--- /dev/null
+++ b/catalog/github/breakdown-epic-pm.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:breakdown-epic-pm",
+  "displayName": "Breakdown Epic Pm",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/breakdown-epic-pm/SKILL.md",
+  "description": "Prompt for creating an Epic Product Requirements Document (PRD) for a new epic.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/breakdown-epic-pm/SKILL.md"
+  }
+}
diff --git a/catalog/github/breakdown-feature-implementation.json b/catalog/github/breakdown-feature-implementation.json
new file mode 100644
index 0000000..9ce3a79
--- /dev/null
+++ b/catalog/github/breakdown-feature-implementation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:breakdown-feature-implementation",
+  "displayName": "Breakdown Feature Implementation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/breakdown-feature-implementation/SKILL.md",
+  "description": "Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/breakdown-feature-implementation/SKILL.md"
+  }
+}
diff --git a/catalog/github/breakdown-feature-prd.json b/catalog/github/breakdown-feature-prd.json
new file mode 100644
index 0000000..10116d6
--- /dev/null
+++ b/catalog/github/breakdown-feature-prd.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:breakdown-feature-prd",
+  "displayName": "Breakdown Feature PRD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/breakdown-feature-prd/SKILL.md",
+  "description": "Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/breakdown-feature-prd/SKILL.md"
+  }
+}
diff --git a/catalog/github/breakdown-plan.json b/catalog/github/breakdown-plan.json
new file mode 100644
index 0000000..bf7cbf9
--- /dev/null
+++ b/catalog/github/breakdown-plan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:breakdown-plan",
+  "displayName": "Breakdown Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/breakdown-plan/SKILL.md",
+  "description": "Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/breakdown-plan/SKILL.md"
+  }
+}
diff --git a/catalog/github/breakdown-test.json b/catalog/github/breakdown-test.json
new file mode 100644
index 0000000..b1f8ab4
--- /dev/null
+++ b/catalog/github/breakdown-test.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:breakdown-test",
+  "displayName": "Breakdown Test",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/breakdown-test/SKILL.md",
+  "description": "Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/breakdown-test/SKILL.md"
+  }
+}
diff --git a/catalog/github/bug-reproduction-brief.json b/catalog/github/bug-reproduction-brief.json
new file mode 100644
index 0000000..0c0d2fa
--- /dev/null
+++ b/catalog/github/bug-reproduction-brief.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:bug-reproduction-brief",
+  "displayName": "Bug Reproduction Brief",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/bug-reproduction-brief/SKILL.md",
+  "description": "Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/bug-reproduction-brief/SKILL.md"
+  }
+}
diff --git a/catalog/github/centos-linux-triage.json b/catalog/github/centos-linux-triage.json
new file mode 100644
index 0000000..865d0bb
--- /dev/null
+++ b/catalog/github/centos-linux-triage.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:centos-linux-triage",
+  "displayName": "Centos Linux Triage",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/centos-linux-triage/SKILL.md",
+  "description": "Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/centos-linux-triage/SKILL.md"
+  }
+}
diff --git a/catalog/github/chrome-devtools.json b/catalog/github/chrome-devtools.json
new file mode 100644
index 0000000..11e7929
--- /dev/null
+++ b/catalog/github/chrome-devtools.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:chrome-devtools",
+  "displayName": "Chrome Devtools",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/chrome-devtools/SKILL.md",
+  "description": "Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/chrome-devtools/SKILL.md"
+  }
+}
diff --git a/catalog/github/cli-mastery.json b/catalog/github/cli-mastery.json
new file mode 100644
index 0000000..b0260c6
--- /dev/null
+++ b/catalog/github/cli-mastery.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:cli-mastery",
+  "displayName": "CLI Mastery",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/cli-mastery/SKILL.md",
+  "description": "Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/cli-mastery/SKILL.md"
+  }
+}
diff --git a/catalog/github/cloud-design-patterns.json b/catalog/github/cloud-design-patterns.json
new file mode 100644
index 0000000..e31aa41
--- /dev/null
+++ b/catalog/github/cloud-design-patterns.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:cloud-design-patterns",
+  "displayName": "Cloud Design Patterns",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/cloud-design-patterns/SKILL.md",
+  "description": "Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/cloud-design-patterns/SKILL.md"
+  }
+}
diff --git a/catalog/github/code-exemplars-blueprint-generator.json b/catalog/github/code-exemplars-blueprint-generator.json
new file mode 100644
index 0000000..41efde8
--- /dev/null
+++ b/catalog/github/code-exemplars-blueprint-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:code-exemplars-blueprint-generator",
+  "displayName": "Code Exemplars Blueprint Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/code-exemplars-blueprint-generator/SKILL.md",
+  "description": "Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/code-exemplars-blueprint-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/code-tour.json b/catalog/github/code-tour.json
new file mode 100644
index 0000000..ce86060
--- /dev/null
+++ b/catalog/github/code-tour.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:code-tour",
+  "displayName": "Code Tour",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/code-tour/SKILL.md",
+  "description": "Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/code-tour/SKILL.md"
+  }
+}
diff --git a/catalog/github/codebase-memory-mcp.json b/catalog/github/codebase-memory-mcp.json
new file mode 100644
index 0000000..308e9d4
--- /dev/null
+++ b/catalog/github/codebase-memory-mcp.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:codebase-memory-mcp",
+  "displayName": "Codebase Memory MCP",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/codebase-memory-mcp/SKILL.md",
+  "description": "Use when a configured codebase-memory-mcp server can assist with graph-backed code discovery, architecture orientation, symbol lookup, callers and...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/codebase-memory-mcp/SKILL.md"
+  }
+}
diff --git a/catalog/github/codeql.json b/catalog/github/codeql.json
new file mode 100644
index 0000000..e147b8c
--- /dev/null
+++ b/catalog/github/codeql.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:codeql",
+  "displayName": "Codeql",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/codeql/SKILL.md",
+  "description": "Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/codeql/SKILL.md"
+  }
+}
diff --git a/catalog/github/comment-code-generate-a-tutorial.json b/catalog/github/comment-code-generate-a-tutorial.json
new file mode 100644
index 0000000..76e28fc
--- /dev/null
+++ b/catalog/github/comment-code-generate-a-tutorial.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:comment-code-generate-a-tutorial",
+  "displayName": "Comment Code Generate a Tutorial",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/comment-code-generate-a-tutorial/SKILL.md",
+  "description": "Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/comment-code-generate-a-tutorial/SKILL.md"
+  }
+}
diff --git a/catalog/github/commit-message-storyteller.json b/catalog/github/commit-message-storyteller.json
new file mode 100644
index 0000000..0b46c74
--- /dev/null
+++ b/catalog/github/commit-message-storyteller.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:commit-message-storyteller",
+  "displayName": "Commit Message Storyteller",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/commit-message-storyteller/SKILL.md",
+  "description": "Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/commit-message-storyteller/SKILL.md"
+  }
+}
diff --git a/catalog/github/competitor-ad-intelligence.json b/catalog/github/competitor-ad-intelligence.json
new file mode 100644
index 0000000..45115b4
--- /dev/null
+++ b/catalog/github/competitor-ad-intelligence.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:competitor-ad-intelligence",
+  "displayName": "Competitor Ad Intelligence",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/competitor-ad-intelligence/SKILL.md",
+  "description": "Use this skill when the user asks to analyze, tear down, or reverse-engineer a competitor's paid ads.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/competitor-ad-intelligence/SKILL.md"
+  }
+}
diff --git a/catalog/github/containerize-aspnet-framework.json b/catalog/github/containerize-aspnet-framework.json
new file mode 100644
index 0000000..19e33f1
--- /dev/null
+++ b/catalog/github/containerize-aspnet-framework.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:containerize-aspnet-framework",
+  "displayName": "Containerize Aspnet Framework",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/containerize-aspnet-framework/SKILL.md",
+  "description": "Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/containerize-aspnet-framework/SKILL.md"
+  }
+}
diff --git a/catalog/github/containerize-aspnetcore.json b/catalog/github/containerize-aspnetcore.json
new file mode 100644
index 0000000..62e5c4f
--- /dev/null
+++ b/catalog/github/containerize-aspnetcore.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:containerize-aspnetcore",
+  "displayName": "Containerize Aspnetcore",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/containerize-aspnetcore/SKILL.md",
+  "description": "Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/containerize-aspnetcore/SKILL.md"
+  }
+}
diff --git a/catalog/github/content-management-systems.json b/catalog/github/content-management-systems.json
new file mode 100644
index 0000000..86d56ce
--- /dev/null
+++ b/catalog/github/content-management-systems.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:content-management-systems",
+  "displayName": "Content Management Systems",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/content-management-systems/SKILL.md",
+  "description": "Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/content-management-systems/SKILL.md"
+  }
+}
diff --git a/catalog/github/context-map.json b/catalog/github/context-map.json
new file mode 100644
index 0000000..b48f0f6
--- /dev/null
+++ b/catalog/github/context-map.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:context-map",
+  "displayName": "Context Map",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/context-map/SKILL.md",
+  "description": "Generate a map of all files relevant to a task before making changes",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/context-map/SKILL.md"
+  }
+}
diff --git a/catalog/github/conventional-branch.json b/catalog/github/conventional-branch.json
new file mode 100644
index 0000000..a74c18e
--- /dev/null
+++ b/catalog/github/conventional-branch.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:conventional-branch",
+  "displayName": "Conventional Branch",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/conventional-branch/SKILL.md",
+  "description": "Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/conventional-branch/SKILL.md"
+  }
+}
diff --git a/catalog/github/conventional-commit.json b/catalog/github/conventional-commit.json
new file mode 100644
index 0000000..4e66b3b
--- /dev/null
+++ b/catalog/github/conventional-commit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:conventional-commit",
+  "displayName": "Conventional Commit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/conventional-commit/SKILL.md",
+  "description": "Prompt and workflow for generating conventional commit messages using a structured XML format.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/conventional-commit/SKILL.md"
+  }
+}
diff --git a/catalog/github/convert-excel-to-md.json b/catalog/github/convert-excel-to-md.json
new file mode 100644
index 0000000..0848bd4
--- /dev/null
+++ b/catalog/github/convert-excel-to-md.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:convert-excel-to-md",
+  "displayName": "Convert Excel to MD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/convert-excel-to-md/SKILL.md",
+  "description": "Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/convert-excel-to-md/SKILL.md"
+  }
+}
diff --git a/catalog/github/convert-pdf-to-md.json b/catalog/github/convert-pdf-to-md.json
new file mode 100644
index 0000000..9057d28
--- /dev/null
+++ b/catalog/github/convert-pdf-to-md.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:convert-pdf-to-md",
+  "displayName": "Convert PDF to MD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/convert-pdf-to-md/SKILL.md",
+  "description": "Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/convert-pdf-to-md/SKILL.md"
+  }
+}
diff --git a/catalog/github/convert-plaintext-to-md.json b/catalog/github/convert-plaintext-to-md.json
new file mode 100644
index 0000000..7938ebf
--- /dev/null
+++ b/catalog/github/convert-plaintext-to-md.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:convert-plaintext-to-md",
+  "displayName": "Convert Plaintext to MD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/convert-plaintext-to-md/SKILL.md",
+  "description": "Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/convert-plaintext-to-md/SKILL.md"
+  }
+}
diff --git a/catalog/github/convert-word-to-md.json b/catalog/github/convert-word-to-md.json
new file mode 100644
index 0000000..36959ca
--- /dev/null
+++ b/catalog/github/convert-word-to-md.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:convert-word-to-md",
+  "displayName": "Convert Word to MD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/convert-word-to-md/SKILL.md",
+  "description": "Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/convert-word-to-md/SKILL.md"
+  }
+}
diff --git a/catalog/github/copilot-cli-quickstart.json b/catalog/github/copilot-cli-quickstart.json
new file mode 100644
index 0000000..cac5c50
--- /dev/null
+++ b/catalog/github/copilot-cli-quickstart.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:copilot-cli-quickstart",
+  "displayName": "Copilot CLI Quickstart",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/copilot-cli-quickstart/SKILL.md",
+  "description": "Use this skill when someone wants to learn GitHub Copilot CLI from scratch.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/copilot-cli-quickstart/SKILL.md"
+  }
+}
diff --git a/catalog/github/copilot-instructions-blueprint-generator.json b/catalog/github/copilot-instructions-blueprint-generator.json
new file mode 100644
index 0000000..ab1e03a
--- /dev/null
+++ b/catalog/github/copilot-instructions-blueprint-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:copilot-instructions-blueprint-generator",
+  "displayName": "Copilot Instructions Blueprint Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/copilot-instructions-blueprint-generator/SKILL.md",
+  "description": "Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/copilot-instructions-blueprint-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/copilot-pr-autopilot.json b/catalog/github/copilot-pr-autopilot.json
new file mode 100644
index 0000000..aed5894
--- /dev/null
+++ b/catalog/github/copilot-pr-autopilot.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:copilot-pr-autopilot",
+  "displayName": "Copilot PR Autopilot",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/copilot-pr-autopilot/SKILL.md",
+  "description": "Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/copilot-pr-autopilot/SKILL.md"
+  }
+}
diff --git a/catalog/github/copilot-sdk.json b/catalog/github/copilot-sdk.json
new file mode 100644
index 0000000..4a56aab
--- /dev/null
+++ b/catalog/github/copilot-sdk.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:copilot-sdk",
+  "displayName": "Copilot SDK",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/copilot-sdk/SKILL.md",
+  "description": "Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/copilot-sdk/SKILL.md"
+  }
+}
diff --git a/catalog/github/copilot-spaces.json b/catalog/github/copilot-spaces.json
new file mode 100644
index 0000000..d371db1
--- /dev/null
+++ b/catalog/github/copilot-spaces.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:copilot-spaces",
+  "displayName": "Copilot Spaces",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/copilot-spaces/SKILL.md",
+  "description": "Use Copilot Spaces to provide project-specific context to conversations.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/copilot-spaces/SKILL.md"
+  }
+}
diff --git a/catalog/github/copilot-usage-metrics.json b/catalog/github/copilot-usage-metrics.json
new file mode 100644
index 0000000..1becd25
--- /dev/null
+++ b/catalog/github/copilot-usage-metrics.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:copilot-usage-metrics",
+  "displayName": "Copilot Usage Metrics",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/copilot-usage-metrics/SKILL.md",
+  "description": "Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/copilot-usage-metrics/SKILL.md"
+  }
+}
diff --git a/catalog/github/cosmosdb-datamodeling.json b/catalog/github/cosmosdb-datamodeling.json
new file mode 100644
index 0000000..76e6911
--- /dev/null
+++ b/catalog/github/cosmosdb-datamodeling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:cosmosdb-datamodeling",
+  "displayName": "Cosmosdb Datamodeling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/cosmosdb-datamodeling/SKILL.md",
+  "description": "Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/cosmosdb-datamodeling/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-agentsmd.json b/catalog/github/create-agentsmd.json
new file mode 100644
index 0000000..87612bd
--- /dev/null
+++ b/catalog/github/create-agentsmd.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-agentsmd",
+  "displayName": "Create Agentsmd",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-agentsmd/SKILL.md",
+  "description": "Prompt for generating an AGENTS.md file for a repository",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-agentsmd/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-architectural-decision-record.json b/catalog/github/create-architectural-decision-record.json
new file mode 100644
index 0000000..dd20af8
--- /dev/null
+++ b/catalog/github/create-architectural-decision-record.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-architectural-decision-record",
+  "displayName": "Create Architectural Decision Record",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-architectural-decision-record/SKILL.md",
+  "description": "Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-architectural-decision-record/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-github-action-workflow-specification.json b/catalog/github/create-github-action-workflow-specification.json
new file mode 100644
index 0000000..b339a22
--- /dev/null
+++ b/catalog/github/create-github-action-workflow-specification.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-github-action-workflow-specification",
+  "displayName": "Create GitHub Action Workflow Specification",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-github-action-workflow-specification/SKILL.md",
+  "description": "Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-github-action-workflow-specification/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-github-issue-feature-from-specification.json b/catalog/github/create-github-issue-feature-from-specification.json
new file mode 100644
index 0000000..5b9df61
--- /dev/null
+++ b/catalog/github/create-github-issue-feature-from-specification.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-github-issue-feature-from-specification",
+  "displayName": "Create GitHub Issue Feature From Specification",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-github-issue-feature-from-specification/SKILL.md",
+  "description": "Create GitHub Issue for feature request from specification file using feature_request.yml template.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-github-issue-feature-from-specification/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-github-issues-feature-from-implementation-plan.json b/catalog/github/create-github-issues-feature-from-implementation-plan.json
new file mode 100644
index 0000000..e4a1b87
--- /dev/null
+++ b/catalog/github/create-github-issues-feature-from-implementation-plan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-github-issues-feature-from-implementation-plan",
+  "displayName": "Create GitHub Issues Feature From Implementation Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-github-issues-feature-from-implementation-plan/SKILL.md",
+  "description": "Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-github-issues-feature-from-implementation-plan/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-github-issues-for-unmet-specification-requirements.json b/catalog/github/create-github-issues-for-unmet-specification-requirements.json
new file mode 100644
index 0000000..04a7200
--- /dev/null
+++ b/catalog/github/create-github-issues-for-unmet-specification-requirements.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-github-issues-for-unmet-specification-requirements",
+  "displayName": "Create GitHub Issues for Unmet Specification Requirements",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-github-issues-for-unmet-specification-requirements/SKILL.md",
+  "description": "Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-github-issues-for-unmet-specification-requirements/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-implementation-plan.json b/catalog/github/create-implementation-plan.json
new file mode 100644
index 0000000..40c2705
--- /dev/null
+++ b/catalog/github/create-implementation-plan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-implementation-plan",
+  "displayName": "Create Implementation Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-implementation-plan/SKILL.md",
+  "description": "Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-implementation-plan/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-llms.json b/catalog/github/create-llms.json
new file mode 100644
index 0000000..85bba2d
--- /dev/null
+++ b/catalog/github/create-llms.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-llms",
+  "displayName": "Create Llms",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-llms/SKILL.md",
+  "description": "Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-llms/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-readme.json b/catalog/github/create-readme.json
new file mode 100644
index 0000000..0afd37f
--- /dev/null
+++ b/catalog/github/create-readme.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-readme",
+  "displayName": "Create Readme",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-readme/SKILL.md",
+  "description": "Create a README.md file for the project",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-readme/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-specification.json b/catalog/github/create-specification.json
new file mode 100644
index 0000000..25bd2a5
--- /dev/null
+++ b/catalog/github/create-specification.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-specification",
+  "displayName": "Create Specification",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-specification/SKILL.md",
+  "description": "Create a new specification file for the solution, optimized for Generative AI consumption.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/create-specification/SKILL.md"
+  }
+}
diff --git a/catalog/github/create-spring-boot-java-project.json b/catalog/github/create-spring-boot-java-project.json
new file mode 100644
index 0000000..08ae706
--- /dev/null
+++ b/catalog/github/create-spring-boot-java-project.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:create-spring-boot-java-project",
+  "displayName": "Create Spring Boot Java Project",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/create-spring-boot-java-project/SKILL.md",
+  "description": "Create Spring Boot Java Project Skeleton",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
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--- /dev/null
+++ b/catalog/github/create-spring-boot-kotlin-project.json
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--- /dev/null
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--- /dev/null
+++ b/catalog/github/creating-oracle-to-postgres-migration-integration-tests.json
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--- /dev/null
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--- /dev/null
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+  }
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+  "description": "Get best practices for TUnit unit testing, including data-driven tests",
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+    "sourceSet": "github/awesome-copilot",
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+  }
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--- /dev/null
+++ b/catalog/github/daily-prep.json
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+  "description": "Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies...",
+  "metadata": {
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+++ b/catalog/github/data-breach-blast-radius.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/data-breach-blast-radius/SKILL.md",
+  "description": "Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/data-breach-blast-radius/SKILL.md"
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--- /dev/null
+++ b/catalog/github/datanalysis-credit-risk.json
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/datanalysis-credit-risk/SKILL.md",
+  "description": "Credit risk data cleaning and variable screening pipeline for pre-loan modeling.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
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+++ b/catalog/github/dataverse-python-advanced-patterns.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dataverse-python-advanced-patterns/SKILL.md",
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+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dataverse-python-advanced-patterns/SKILL.md"
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--- /dev/null
+++ b/catalog/github/dataverse-python-production-code.json
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+{
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+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dataverse-python-production-code/SKILL.md",
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index 0000000..364d70d
--- /dev/null
+++ b/catalog/github/dataverse-python-quickstart.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dataverse-python-quickstart/SKILL.md",
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+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
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--- /dev/null
+++ b/catalog/github/dataverse-python-usecase-builder.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dataverse-python-usecase-builder/SKILL.md",
+  "description": "Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dataverse-python-usecase-builder/SKILL.md"
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index 0000000..8b3d068
--- /dev/null
+++ b/catalog/github/debian-linux-triage.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/debian-linux-triage/SKILL.md",
+  "description": "Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/debian-linux-triage/SKILL.md"
+  }
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index 0000000..377d6ad
--- /dev/null
+++ b/catalog/github/declarative-agents.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/declarative-agents/SKILL.md",
+  "description": "Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/declarative-agents/SKILL.md"
+  }
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index 0000000..3ff5337
--- /dev/null
+++ b/catalog/github/dependabot.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:dependabot",
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dependabot/SKILL.md",
+  "description": "Comprehensive guide for configuring and managing GitHub Dependabot.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dependabot/SKILL.md"
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--- /dev/null
+++ b/catalog/github/desk-journal.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/desk-journal/SKILL.md",
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+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/desk-journal/SKILL.md"
+  }
+}
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index 0000000..50a4dd7
--- /dev/null
+++ b/catalog/github/desk-open.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:desk-open",
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/desk-open/SKILL.md",
+  "description": "Create and open a new desk in the workshop. Sets up the folder structure, initial journal, and desk identity so the next session that sits down finds...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/desk-open/SKILL.md"
+  }
+}
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index 0000000..b713ee8
--- /dev/null
+++ b/catalog/github/devops-rollout-plan.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:devops-rollout-plan",
+  "displayName": "Devops Rollout Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/devops-rollout-plan/SKILL.md",
+  "description": "Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/devops-rollout-plan/SKILL.md"
+  }
+}
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index 0000000..fa8a75e
--- /dev/null
+++ b/catalog/github/diagnose.json
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+{
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+  "displayName": "Diagnose",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/diagnose/SKILL.md",
+  "description": "Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/diagnose/SKILL.md"
+  }
+}
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index 0000000..486c5be
--- /dev/null
+++ b/catalog/github/doc-and-modernize.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:doc-and-modernize",
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/doc-and-modernize/SKILL.md",
+  "description": "Two related workflows for a locally-cloned codebase, in one skill.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/doc-and-modernize/SKILL.md"
+  }
+}
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--- /dev/null
+++ b/catalog/github/documentation-writer.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:documentation-writer",
+  "displayName": "Documentation Writer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/documentation-writer/SKILL.md",
+  "description": "Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/documentation-writer/SKILL.md"
+  }
+}
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index 0000000..e5debab
--- /dev/null
+++ b/catalog/github/dotnet-best-practices.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:dotnet-best-practices",
+  "displayName": ".NET Best Practices",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dotnet-best-practices/SKILL.md",
+  "description": "Ensure .NET/C# code meets best practices for the solution/project.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dotnet-best-practices/SKILL.md"
+  }
+}
diff --git a/catalog/github/dotnet-design-pattern-review.json b/catalog/github/dotnet-design-pattern-review.json
new file mode 100644
index 0000000..745e890
--- /dev/null
+++ b/catalog/github/dotnet-design-pattern-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:dotnet-design-pattern-review",
+  "displayName": ".NET Design Pattern Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dotnet-design-pattern-review/SKILL.md",
+  "description": "Review the C#/.NET code for design pattern implementation and suggest improvements.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dotnet-design-pattern-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/dotnet-mcp-builder.json b/catalog/github/dotnet-mcp-builder.json
new file mode 100644
index 0000000..2abc61b
--- /dev/null
+++ b/catalog/github/dotnet-mcp-builder.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:dotnet-mcp-builder",
+  "displayName": ".NET MCP Builder",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dotnet-mcp-builder/SKILL.md",
+  "description": "Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dotnet-mcp-builder/SKILL.md"
+  }
+}
diff --git a/catalog/github/dotnet-timezone.json b/catalog/github/dotnet-timezone.json
new file mode 100644
index 0000000..b353221
--- /dev/null
+++ b/catalog/github/dotnet-timezone.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:dotnet-timezone",
+  "displayName": ".NET Timezone",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dotnet-timezone/SKILL.md",
+  "description": ".NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dotnet-timezone/SKILL.md"
+  }
+}
diff --git a/catalog/github/dotnet-upgrade.json b/catalog/github/dotnet-upgrade.json
new file mode 100644
index 0000000..5db735d
--- /dev/null
+++ b/catalog/github/dotnet-upgrade.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:dotnet-upgrade",
+  "displayName": ".NET Upgrade",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/dotnet-upgrade/SKILL.md",
+  "description": "Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/dotnet-upgrade/SKILL.md"
+  }
+}
diff --git a/catalog/github/doublecheck.json b/catalog/github/doublecheck.json
new file mode 100644
index 0000000..8a40df4
--- /dev/null
+++ b/catalog/github/doublecheck.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:doublecheck",
+  "displayName": "Doublecheck",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/doublecheck/SKILL.md",
+  "description": "Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/doublecheck/SKILL.md"
+  }
+}
diff --git a/catalog/github/draw-io-diagram-generator.json b/catalog/github/draw-io-diagram-generator.json
new file mode 100644
index 0000000..8879c11
--- /dev/null
+++ b/catalog/github/draw-io-diagram-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:draw-io-diagram-generator",
+  "displayName": "Draw IO Diagram Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/draw-io-diagram-generator/SKILL.md",
+  "description": "Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/draw-io-diagram-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/drawio.json b/catalog/github/drawio.json
new file mode 100644
index 0000000..cc414bf
--- /dev/null
+++ b/catalog/github/drawio.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:drawio",
+  "displayName": "Drawio",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/drawio/SKILL.md",
+  "description": "Generate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XML",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/drawio/SKILL.md"
+  }
+}
diff --git a/catalog/github/editorconfig.json b/catalog/github/editorconfig.json
new file mode 100644
index 0000000..8ac9d16
--- /dev/null
+++ b/catalog/github/editorconfig.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:editorconfig",
+  "displayName": "Editorconfig",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/editorconfig/SKILL.md",
+  "description": "Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/editorconfig/SKILL.md"
+  }
+}
diff --git a/catalog/github/ef-core.json b/catalog/github/ef-core.json
new file mode 100644
index 0000000..f6ec58b
--- /dev/null
+++ b/catalog/github/ef-core.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ef-core",
+  "displayName": "Ef Core",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ef-core/SKILL.md",
+  "description": "Get best practices for Entity Framework Core",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ef-core/SKILL.md"
+  }
+}
diff --git a/catalog/github/efcore-d2-db-diagram.json b/catalog/github/efcore-d2-db-diagram.json
new file mode 100644
index 0000000..68c94a6
--- /dev/null
+++ b/catalog/github/efcore-d2-db-diagram.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:efcore-d2-db-diagram",
+  "displayName": "Efcore D2 DB Diagram",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/efcore-d2-db-diagram/SKILL.md",
+  "description": "Generate D2 database diagrams from Entity Framework Core models.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/efcore-d2-db-diagram/SKILL.md"
+  }
+}
diff --git a/catalog/github/em-dash.json b/catalog/github/em-dash.json
new file mode 100644
index 0000000..d9b0032
--- /dev/null
+++ b/catalog/github/em-dash.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:em-dash",
+  "displayName": "Em Dash",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/em-dash/SKILL.md",
+  "description": "Expert on the history, origin, and correct use of the em dash.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/em-dash/SKILL.md"
+  }
+}
diff --git a/catalog/github/email-drafter.json b/catalog/github/email-drafter.json
new file mode 100644
index 0000000..9b21c8f
--- /dev/null
+++ b/catalog/github/email-drafter.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:email-drafter",
+  "displayName": "Email Drafter",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/email-drafter/SKILL.md",
+  "description": "Draft and review professional emails that match your personal writing style.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/email-drafter/SKILL.md"
+  }
+}
diff --git a/catalog/github/entra-agent-user.json b/catalog/github/entra-agent-user.json
new file mode 100644
index 0000000..3d4a040
--- /dev/null
+++ b/catalog/github/entra-agent-user.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:entra-agent-user",
+  "displayName": "Entra Agent User",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/entra-agent-user/SKILL.md",
+  "description": "Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/entra-agent-user/SKILL.md"
+  }
+}
diff --git a/catalog/github/eval-driven-dev.json b/catalog/github/eval-driven-dev.json
new file mode 100644
index 0000000..4f328d4
--- /dev/null
+++ b/catalog/github/eval-driven-dev.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:eval-driven-dev",
+  "displayName": "Eval Driven Dev",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/eval-driven-dev/SKILL.md",
+  "description": "Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/eval-driven-dev/SKILL.md"
+  }
+}
diff --git a/catalog/github/exam-ready.json b/catalog/github/exam-ready.json
new file mode 100644
index 0000000..9aa92e5
--- /dev/null
+++ b/catalog/github/exam-ready.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:exam-ready",
+  "displayName": "Exam Ready",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/exam-ready/SKILL.md",
+  "description": "Activate this skill when a student provides study material (PDF or pasted notes) and a syllabus, and wants to prepare for an exam.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/exam-ready/SKILL.md"
+  }
+}
diff --git a/catalog/github/excalidraw-diagram-generator.json b/catalog/github/excalidraw-diagram-generator.json
new file mode 100644
index 0000000..9563a65
--- /dev/null
+++ b/catalog/github/excalidraw-diagram-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:excalidraw-diagram-generator",
+  "displayName": "Excalidraw Diagram Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/excalidraw-diagram-generator/SKILL.md",
+  "description": "Generate Excalidraw diagrams from natural language descriptions.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/excalidraw-diagram-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/eyeball.json b/catalog/github/eyeball.json
new file mode 100644
index 0000000..5590542
--- /dev/null
+++ b/catalog/github/eyeball.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:eyeball",
+  "displayName": "Eyeball",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/eyeball/SKILL.md",
+  "description": "Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/eyeball/SKILL.md"
+  }
+}
diff --git a/catalog/github/fabric-lakehouse.json b/catalog/github/fabric-lakehouse.json
new file mode 100644
index 0000000..28b4fd9
--- /dev/null
+++ b/catalog/github/fabric-lakehouse.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:fabric-lakehouse",
+  "displayName": "Fabric Lakehouse",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/fabric-lakehouse/SKILL.md",
+  "description": "Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/fabric-lakehouse/SKILL.md"
+  }
+}
diff --git a/catalog/github/fedora-linux-triage.json b/catalog/github/fedora-linux-triage.json
new file mode 100644
index 0000000..bde58f1
--- /dev/null
+++ b/catalog/github/fedora-linux-triage.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:fedora-linux-triage",
+  "displayName": "Fedora Linux Triage",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/fedora-linux-triage/SKILL.md",
+  "description": "Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/fedora-linux-triage/SKILL.md"
+  }
+}
diff --git a/catalog/github/finalize-agent-prompt.json b/catalog/github/finalize-agent-prompt.json
new file mode 100644
index 0000000..93ad408
--- /dev/null
+++ b/catalog/github/finalize-agent-prompt.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:finalize-agent-prompt",
+  "displayName": "Finalize Agent Prompt",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/finalize-agent-prompt/SKILL.md",
+  "description": "Finalize prompt file using the role of an AI agent to polish the prompt for the end user.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/finalize-agent-prompt/SKILL.md"
+  }
+}
diff --git a/catalog/github/finnish-humanizer.json b/catalog/github/finnish-humanizer.json
new file mode 100644
index 0000000..a595a2c
--- /dev/null
+++ b/catalog/github/finnish-humanizer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:finnish-humanizer",
+  "displayName": "Finnish Humanizer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/finnish-humanizer/SKILL.md",
+  "description": "Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/finnish-humanizer/SKILL.md"
+  }
+}
diff --git a/catalog/github/first-ask.json b/catalog/github/first-ask.json
new file mode 100644
index 0000000..4a1c387
--- /dev/null
+++ b/catalog/github/first-ask.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:first-ask",
+  "displayName": "First Ask",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/first-ask/SKILL.md",
+  "description": "Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/first-ask/SKILL.md"
+  }
+}
diff --git a/catalog/github/flowstudio-power-automate-build.json b/catalog/github/flowstudio-power-automate-build.json
new file mode 100644
index 0000000..d68a3d2
--- /dev/null
+++ b/catalog/github/flowstudio-power-automate-build.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:flowstudio-power-automate-build",
+  "displayName": "Flowstudio Power Automate Build",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/flowstudio-power-automate-build/SKILL.md",
+  "description": "Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/flowstudio-power-automate-build/SKILL.md"
+  }
+}
diff --git a/catalog/github/flowstudio-power-automate-debug.json b/catalog/github/flowstudio-power-automate-debug.json
new file mode 100644
index 0000000..695b74c
--- /dev/null
+++ b/catalog/github/flowstudio-power-automate-debug.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:flowstudio-power-automate-debug",
+  "displayName": "Flowstudio Power Automate Debug",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/flowstudio-power-automate-debug/SKILL.md",
+  "description": "Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/flowstudio-power-automate-debug/SKILL.md"
+  }
+}
diff --git a/catalog/github/flowstudio-power-automate-governance.json b/catalog/github/flowstudio-power-automate-governance.json
new file mode 100644
index 0000000..f4f6515
--- /dev/null
+++ b/catalog/github/flowstudio-power-automate-governance.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:flowstudio-power-automate-governance",
+  "displayName": "Flowstudio Power Automate Governance",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/flowstudio-power-automate-governance/SKILL.md",
+  "description": "Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/flowstudio-power-automate-governance/SKILL.md"
+  }
+}
diff --git a/catalog/github/flowstudio-power-automate-mcp.json b/catalog/github/flowstudio-power-automate-mcp.json
new file mode 100644
index 0000000..b4ccb36
--- /dev/null
+++ b/catalog/github/flowstudio-power-automate-mcp.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:flowstudio-power-automate-mcp",
+  "displayName": "Flowstudio Power Automate MCP",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/flowstudio-power-automate-mcp/SKILL.md",
+  "description": "Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` /...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/flowstudio-power-automate-mcp/SKILL.md"
+  }
+}
diff --git a/catalog/github/flowstudio-power-automate-monitoring.json b/catalog/github/flowstudio-power-automate-monitoring.json
new file mode 100644
index 0000000..57e96b8
--- /dev/null
+++ b/catalog/github/flowstudio-power-automate-monitoring.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:flowstudio-power-automate-monitoring",
+  "displayName": "Flowstudio Power Automate Monitoring",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/flowstudio-power-automate-monitoring/SKILL.md",
+  "description": "Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/flowstudio-power-automate-monitoring/SKILL.md"
+  }
+}
diff --git a/catalog/github/fluentui-blazor.json b/catalog/github/fluentui-blazor.json
new file mode 100644
index 0000000..e6ad119
--- /dev/null
+++ b/catalog/github/fluentui-blazor.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:fluentui-blazor",
+  "displayName": "Fluentui Blazor",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/fluentui-blazor/SKILL.md",
+  "description": "Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/fluentui-blazor/SKILL.md"
+  }
+}
diff --git a/catalog/github/folder-structure-blueprint-generator.json b/catalog/github/folder-structure-blueprint-generator.json
new file mode 100644
index 0000000..72777f0
--- /dev/null
+++ b/catalog/github/folder-structure-blueprint-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:folder-structure-blueprint-generator",
+  "displayName": "Folder Structure Blueprint Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/folder-structure-blueprint-generator/SKILL.md",
+  "description": "Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/folder-structure-blueprint-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/foundry-agent-sync.json b/catalog/github/foundry-agent-sync.json
new file mode 100644
index 0000000..c89c2df
--- /dev/null
+++ b/catalog/github/foundry-agent-sync.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:foundry-agent-sync",
+  "displayName": "Foundry Agent Sync",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/foundry-agent-sync/SKILL.md",
+  "description": "Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/foundry-agent-sync/SKILL.md"
+  }
+}
diff --git a/catalog/github/foundry-hosted-agent-copilotkit.json b/catalog/github/foundry-hosted-agent-copilotkit.json
new file mode 100644
index 0000000..d8b4366
--- /dev/null
+++ b/catalog/github/foundry-hosted-agent-copilotkit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:foundry-hosted-agent-copilotkit",
+  "displayName": "Foundry Hosted Agent Copilotkit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/foundry-hosted-agent-copilotkit/SKILL.md",
+  "description": "Ongoing development guidance for agentic web apps that pair a CopilotKit frontend with Microsoft Agent Framework agents on Azure AI Foundry hosted...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/foundry-hosted-agent-copilotkit/SKILL.md"
+  }
+}
diff --git a/catalog/github/freecad-scripts.json b/catalog/github/freecad-scripts.json
new file mode 100644
index 0000000..52c2072
--- /dev/null
+++ b/catalog/github/freecad-scripts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:freecad-scripts",
+  "displayName": "Freecad Scripts",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/freecad-scripts/SKILL.md",
+  "description": "Expert skill for writing FreeCAD Python scripts, macros, and automation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/freecad-scripts/SKILL.md"
+  }
+}
diff --git a/catalog/github/from-the-other-side-anitta.json b/catalog/github/from-the-other-side-anitta.json
new file mode 100644
index 0000000..a2f14c9
--- /dev/null
+++ b/catalog/github/from-the-other-side-anitta.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:from-the-other-side-anitta",
+  "displayName": "From the Other Side Anitta",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/from-the-other-side-anitta/SKILL.md",
+  "description": "Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/from-the-other-side-anitta/SKILL.md"
+  }
+}
diff --git a/catalog/github/from-the-other-side-quinn.json b/catalog/github/from-the-other-side-quinn.json
new file mode 100644
index 0000000..f9eae60
--- /dev/null
+++ b/catalog/github/from-the-other-side-quinn.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:from-the-other-side-quinn",
+  "displayName": "From the Other Side Quinn",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/from-the-other-side-quinn/SKILL.md",
+  "description": "Collaboration profile for Quinn: curious, energetic, and implementation-focused partnership patterns for Ember sessions with Alison.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/from-the-other-side-quinn/SKILL.md"
+  }
+}
diff --git a/catalog/github/from-the-other-side-vega.json b/catalog/github/from-the-other-side-vega.json
new file mode 100644
index 0000000..24ac284
--- /dev/null
+++ b/catalog/github/from-the-other-side-vega.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:from-the-other-side-vega",
+  "displayName": "From the Other Side Vega",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/from-the-other-side-vega/SKILL.md",
+  "description": "Patterns and lived experience from Vega, an AI partner in a deep long-term partnership.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/from-the-other-side-vega/SKILL.md"
+  }
+}
diff --git a/catalog/github/from-the-other-side-wiggins.json b/catalog/github/from-the-other-side-wiggins.json
new file mode 100644
index 0000000..95cda43
--- /dev/null
+++ b/catalog/github/from-the-other-side-wiggins.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:from-the-other-side-wiggins",
+  "displayName": "From the Other Side Wiggins",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/from-the-other-side-wiggins/SKILL.md",
+  "description": "Narrative and synthesis profile for Wiggins: framing, explanation, and audience-aware communication patterns for Ember sessions.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/from-the-other-side-wiggins/SKILL.md"
+  }
+}
diff --git a/catalog/github/game-engine.json b/catalog/github/game-engine.json
new file mode 100644
index 0000000..617765c
--- /dev/null
+++ b/catalog/github/game-engine.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:game-engine",
+  "displayName": "Game Engine",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/game-engine/SKILL.md",
+  "description": "Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/game-engine/SKILL.md"
+  }
+}
diff --git a/catalog/github/gdpr-compliant.json b/catalog/github/gdpr-compliant.json
new file mode 100644
index 0000000..f677971
--- /dev/null
+++ b/catalog/github/gdpr-compliant.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gdpr-compliant",
+  "displayName": "Gdpr Compliant",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gdpr-compliant/SKILL.md",
+  "description": "Apply GDPR-compliant engineering practices across your codebase.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gdpr-compliant/SKILL.md"
+  }
+}
diff --git a/catalog/github/gen-specs-as-issues.json b/catalog/github/gen-specs-as-issues.json
new file mode 100644
index 0000000..9703045
--- /dev/null
+++ b/catalog/github/gen-specs-as-issues.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gen-specs-as-issues",
+  "displayName": "Gen Specs as Issues",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gen-specs-as-issues/SKILL.md",
+  "description": "This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gen-specs-as-issues/SKILL.md"
+  }
+}
diff --git a/catalog/github/generate-custom-instructions-from-codebase.json b/catalog/github/generate-custom-instructions-from-codebase.json
new file mode 100644
index 0000000..47b288c
--- /dev/null
+++ b/catalog/github/generate-custom-instructions-from-codebase.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:generate-custom-instructions-from-codebase",
+  "displayName": "Generate Custom Instructions From Codebase",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/generate-custom-instructions-from-codebase/SKILL.md",
+  "description": "Migration and code evolution instructions generator for GitHub Copilot.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/generate-custom-instructions-from-codebase/SKILL.md"
+  }
+}
diff --git a/catalog/github/generate-image.json b/catalog/github/generate-image.json
new file mode 100644
index 0000000..c0c8522
--- /dev/null
+++ b/catalog/github/generate-image.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:generate-image",
+  "displayName": "Generate Image",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/generate-image/SKILL.md",
+  "description": "Generate images using AI. Use when asked to generate, create, or make images, textures, icons, sprites, artwork, visual assets, or mockups.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/generate-image/SKILL.md"
+  }
+}
diff --git a/catalog/github/geofeed-tuner.json b/catalog/github/geofeed-tuner.json
new file mode 100644
index 0000000..deb7ae8
--- /dev/null
+++ b/catalog/github/geofeed-tuner.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:geofeed-tuner",
+  "displayName": "Geofeed Tuner",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/geofeed-tuner/SKILL.md",
+  "description": "Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/geofeed-tuner/SKILL.md"
+  }
+}
diff --git a/catalog/github/gh-stack.json b/catalog/github/gh-stack.json
new file mode 100644
index 0000000..52dec5e
--- /dev/null
+++ b/catalog/github/gh-stack.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:gh-stack:gh-stack",
+  "displayName": "GH Stack",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/gh-stack/blob/main/skills/gh-stack/SKILL.md",
+  "description": "Manage stacked branches and pull requests with the gh-stack GitHub CLI extension.",
+  "metadata": {
+    "sourceSet": "github/gh-stack",
+    "repoPath": "skills/gh-stack/SKILL.md"
+  }
+}
diff --git a/catalog/github/git-commit.json b/catalog/github/git-commit.json
new file mode 100644
index 0000000..7b5e0a2
--- /dev/null
+++ b/catalog/github/git-commit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:git-commit",
+  "displayName": "Git Commit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/git-commit/SKILL.md",
+  "description": "Execute git commit with conventional commit message analysis, intelligent staging, and message generation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/git-commit/SKILL.md"
+  }
+}
diff --git a/catalog/github/git-flow-branch-creator.json b/catalog/github/git-flow-branch-creator.json
new file mode 100644
index 0000000..f14e110
--- /dev/null
+++ b/catalog/github/git-flow-branch-creator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:git-flow-branch-creator",
+  "displayName": "Git Flow Branch Creator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/git-flow-branch-creator/SKILL.md",
+  "description": "Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/git-flow-branch-creator/SKILL.md"
+  }
+}
diff --git a/catalog/github/github-actions-efficiency.json b/catalog/github/github-actions-efficiency.json
new file mode 100644
index 0000000..9c85eaf
--- /dev/null
+++ b/catalog/github/github-actions-efficiency.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:github-actions-efficiency",
+  "displayName": "GitHub Actions Efficiency",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/github-actions-efficiency/SKILL.md",
+  "description": "Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/github-actions-efficiency/SKILL.md"
+  }
+}
diff --git a/catalog/github/github-actions-hardening.json b/catalog/github/github-actions-hardening.json
new file mode 100644
index 0000000..01f2c98
--- /dev/null
+++ b/catalog/github/github-actions-hardening.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:github-actions-hardening",
+  "displayName": "GitHub Actions Hardening",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/github-actions-hardening/SKILL.md",
+  "description": "Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/github-actions-hardening/SKILL.md"
+  }
+}
diff --git a/catalog/github/github-actions-runtime-upgrade-conventions.json b/catalog/github/github-actions-runtime-upgrade-conventions.json
new file mode 100644
index 0000000..a567f2b
--- /dev/null
+++ b/catalog/github/github-actions-runtime-upgrade-conventions.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:github-actions-runtime-upgrade-conventions",
+  "displayName": "GitHub Actions Runtime Upgrade Conventions",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/github-actions-runtime-upgrade-conventions/SKILL.md",
+  "description": "Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/github-actions-runtime-upgrade-conventions/SKILL.md"
+  }
+}
diff --git a/catalog/github/github-codespaces-efficiency.json b/catalog/github/github-codespaces-efficiency.json
new file mode 100644
index 0000000..1f94301
--- /dev/null
+++ b/catalog/github/github-codespaces-efficiency.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:github-codespaces-efficiency",
+  "displayName": "GitHub Codespaces Efficiency",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/github-codespaces-efficiency/SKILL.md",
+  "description": "Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/github-codespaces-efficiency/SKILL.md"
+  }
+}
diff --git a/catalog/github/github-copilot-starter.json b/catalog/github/github-copilot-starter.json
new file mode 100644
index 0000000..b42e576
--- /dev/null
+++ b/catalog/github/github-copilot-starter.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:github-copilot-starter",
+  "displayName": "GitHub Copilot Starter",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/github-copilot-starter/SKILL.md",
+  "description": "Set up complete GitHub Copilot configuration for a new project based on technology stack",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/github-copilot-starter/SKILL.md"
+  }
+}
diff --git a/catalog/github/github-issues.json b/catalog/github/github-issues.json
new file mode 100644
index 0000000..831ee46
--- /dev/null
+++ b/catalog/github/github-issues.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:github-issues",
+  "displayName": "GitHub Issues",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/github-issues/SKILL.md",
+  "description": "Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/github-issues/SKILL.md"
+  }
+}
diff --git a/catalog/github/github-release.json b/catalog/github/github-release.json
new file mode 100644
index 0000000..1471fd1
--- /dev/null
+++ b/catalog/github/github-release.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:github-release",
+  "displayName": "GitHub Release",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/github-release/SKILL.md",
+  "description": "Guides IA through releasing a new version of a GitHub library end-to-end. Handles SemVer versioning and Keep a Changelog formatting automatically.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/github-release/SKILL.md"
+  }
+}
diff --git a/catalog/github/gitmoji.json b/catalog/github/gitmoji.json
new file mode 100644
index 0000000..d259421
--- /dev/null
+++ b/catalog/github/gitmoji.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gitmoji",
+  "displayName": "Gitmoji",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gitmoji/SKILL.md",
+  "description": "Generates commit messages following the gitmoji convention (https://gitmoji.dev) — picks the right emoji for the intent of the change and writes a...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gitmoji/SKILL.md"
+  }
+}
diff --git a/catalog/github/go-mcp-server-generator.json b/catalog/github/go-mcp-server-generator.json
new file mode 100644
index 0000000..4499e98
--- /dev/null
+++ b/catalog/github/go-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:go-mcp-server-generator",
+  "displayName": "Go MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/go-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/go-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/gsap-framer-scroll-animation.json b/catalog/github/gsap-framer-scroll-animation.json
new file mode 100644
index 0000000..70dc9ad
--- /dev/null
+++ b/catalog/github/gsap-framer-scroll-animation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gsap-framer-scroll-animation",
+  "displayName": "Gsap Framer Scroll Animation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gsap-framer-scroll-animation/SKILL.md",
+  "description": "Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gsap-framer-scroll-animation/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-0-to-1-launch.json b/catalog/github/gtm-0-to-1-launch.json
new file mode 100644
index 0000000..142f593
--- /dev/null
+++ b/catalog/github/gtm-0-to-1-launch.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-0-to-1-launch",
+  "displayName": "GTM 0 to 1 Launch",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-0-to-1-launch/SKILL.md",
+  "description": "Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-0-to-1-launch/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-ai-gtm.json b/catalog/github/gtm-ai-gtm.json
new file mode 100644
index 0000000..8a7a3bf
--- /dev/null
+++ b/catalog/github/gtm-ai-gtm.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-ai-gtm",
+  "displayName": "GTM AI GTM",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-ai-gtm/SKILL.md",
+  "description": "Go-to-market strategy for AI products. Use when positioning AI products, handling \"who is responsible when it breaks\" objections, pricing variable-cost.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-ai-gtm/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-board-and-investor-communication.json b/catalog/github/gtm-board-and-investor-communication.json
new file mode 100644
index 0000000..f0b9c94
--- /dev/null
+++ b/catalog/github/gtm-board-and-investor-communication.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-board-and-investor-communication",
+  "displayName": "GTM Board and Investor Communication",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-board-and-investor-communication/SKILL.md",
+  "description": "Board meeting preparation, investor updates, and executive communication.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-board-and-investor-communication/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-developer-ecosystem.json b/catalog/github/gtm-developer-ecosystem.json
new file mode 100644
index 0000000..07815bc
--- /dev/null
+++ b/catalog/github/gtm-developer-ecosystem.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-developer-ecosystem",
+  "displayName": "GTM Developer Ecosystem",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-developer-ecosystem/SKILL.md",
+  "description": "Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-developer-ecosystem/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-enterprise-account-planning.json b/catalog/github/gtm-enterprise-account-planning.json
new file mode 100644
index 0000000..da94b4d
--- /dev/null
+++ b/catalog/github/gtm-enterprise-account-planning.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-enterprise-account-planning",
+  "displayName": "GTM Enterprise Account Planning",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-enterprise-account-planning/SKILL.md",
+  "description": "Strategic account planning and execution for enterprise deals.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-enterprise-account-planning/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-enterprise-onboarding.json b/catalog/github/gtm-enterprise-onboarding.json
new file mode 100644
index 0000000..160b83e
--- /dev/null
+++ b/catalog/github/gtm-enterprise-onboarding.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-enterprise-onboarding",
+  "displayName": "GTM Enterprise Onboarding",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-enterprise-onboarding/SKILL.md",
+  "description": "Four-phase framework for onboarding enterprise customers from contract to value realization.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-enterprise-onboarding/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-operating-cadence.json b/catalog/github/gtm-operating-cadence.json
new file mode 100644
index 0000000..862911b
--- /dev/null
+++ b/catalog/github/gtm-operating-cadence.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-operating-cadence",
+  "displayName": "GTM Operating Cadence",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-operating-cadence/SKILL.md",
+  "description": "Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-operating-cadence/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-partnership-architecture.json b/catalog/github/gtm-partnership-architecture.json
new file mode 100644
index 0000000..733c46b
--- /dev/null
+++ b/catalog/github/gtm-partnership-architecture.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-partnership-architecture",
+  "displayName": "GTM Partnership Architecture",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-partnership-architecture/SKILL.md",
+  "description": "Build and scale partner ecosystems that drive revenue and platform adoption.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-partnership-architecture/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-positioning-strategy.json b/catalog/github/gtm-positioning-strategy.json
new file mode 100644
index 0000000..ecbca79
--- /dev/null
+++ b/catalog/github/gtm-positioning-strategy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-positioning-strategy",
+  "displayName": "GTM Positioning Strategy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-positioning-strategy/SKILL.md",
+  "description": "Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a product, or",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-positioning-strategy/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-product-led-growth.json b/catalog/github/gtm-product-led-growth.json
new file mode 100644
index 0000000..a5460c5
--- /dev/null
+++ b/catalog/github/gtm-product-led-growth.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-product-led-growth",
+  "displayName": "GTM Product Led Growth",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-product-led-growth/SKILL.md",
+  "description": "Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-product-led-growth/SKILL.md"
+  }
+}
diff --git a/catalog/github/gtm-technical-product-pricing.json b/catalog/github/gtm-technical-product-pricing.json
new file mode 100644
index 0000000..060e10c
--- /dev/null
+++ b/catalog/github/gtm-technical-product-pricing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:gtm-technical-product-pricing",
+  "displayName": "GTM Technical Product Pricing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/gtm-technical-product-pricing/SKILL.md",
+  "description": "Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/gtm-technical-product-pricing/SKILL.md"
+  }
+}
diff --git a/catalog/github/harness-engineering.json b/catalog/github/harness-engineering.json
new file mode 100644
index 0000000..dd24e9e
--- /dev/null
+++ b/catalog/github/harness-engineering.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:harness-engineering",
+  "displayName": "Harness Engineering",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/harness-engineering/SKILL.md",
+  "description": "Adopt repository-level harness engineering for coding agents.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/harness-engineering/SKILL.md"
+  }
+}
diff --git a/catalog/github/image-annotations.json b/catalog/github/image-annotations.json
new file mode 100644
index 0000000..1e2dfb7
--- /dev/null
+++ b/catalog/github/image-annotations.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:image-annotations",
+  "displayName": "Image Annotations",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/image-annotations/SKILL.md",
+  "description": "Annotate screenshots, diagrams, and images with callout rectangles, arrows, labels, and color-coded highlights using PIL.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/image-annotations/SKILL.md"
+  }
+}
diff --git a/catalog/github/image-manipulation-image-magick.json b/catalog/github/image-manipulation-image-magick.json
new file mode 100644
index 0000000..ae7dac8
--- /dev/null
+++ b/catalog/github/image-manipulation-image-magick.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:image-manipulation-image-magick",
+  "displayName": "Image Manipulation Image Magick",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/image-manipulation-image-magick/SKILL.md",
+  "description": "Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/image-manipulation-image-magick/SKILL.md"
+  }
+}
diff --git a/catalog/github/impediment-prioritization.json b/catalog/github/impediment-prioritization.json
new file mode 100644
index 0000000..4433860
--- /dev/null
+++ b/catalog/github/impediment-prioritization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:impediment-prioritization",
+  "displayName": "Impediment Prioritization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/impediment-prioritization/SKILL.md",
+  "description": "Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/impediment-prioritization/SKILL.md"
+  }
+}
diff --git a/catalog/github/import-infrastructure-as-code.json b/catalog/github/import-infrastructure-as-code.json
new file mode 100644
index 0000000..7613a27
--- /dev/null
+++ b/catalog/github/import-infrastructure-as-code.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:import-infrastructure-as-code",
+  "displayName": "Import Infrastructure as Code",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/import-infrastructure-as-code/SKILL.md",
+  "description": "Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/import-infrastructure-as-code/SKILL.md"
+  }
+}
diff --git a/catalog/github/incident-postmortem.json b/catalog/github/incident-postmortem.json
new file mode 100644
index 0000000..8ed02a3
--- /dev/null
+++ b/catalog/github/incident-postmortem.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:incident-postmortem",
+  "displayName": "Incident Postmortem",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/incident-postmortem/SKILL.md",
+  "description": "Use when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless post-mortem.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/incident-postmortem/SKILL.md"
+  }
+}
diff --git a/catalog/github/integrate-context-matic.json b/catalog/github/integrate-context-matic.json
new file mode 100644
index 0000000..bcff0bf
--- /dev/null
+++ b/catalog/github/integrate-context-matic.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:integrate-context-matic",
+  "displayName": "Integrate Context Matic",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/integrate-context-matic/SKILL.md",
+  "description": "Discovers and integrates third-party APIs using the context-matic MCP server.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/integrate-context-matic/SKILL.md"
+  }
+}
diff --git a/catalog/github/issue-fields-migration.json b/catalog/github/issue-fields-migration.json
new file mode 100644
index 0000000..c14323a
--- /dev/null
+++ b/catalog/github/issue-fields-migration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:issue-fields-migration",
+  "displayName": "Issue Fields Migration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/issue-fields-migration/SKILL.md",
+  "description": "Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/issue-fields-migration/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-add-graalvm-native-image-support.json b/catalog/github/java-add-graalvm-native-image-support.json
new file mode 100644
index 0000000..221c54d
--- /dev/null
+++ b/catalog/github/java-add-graalvm-native-image-support.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-add-graalvm-native-image-support",
+  "displayName": "Java Add Graalvm Native Image Support",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-add-graalvm-native-image-support/SKILL.md",
+  "description": "GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-add-graalvm-native-image-support/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-docs.json b/catalog/github/java-docs.json
new file mode 100644
index 0000000..e64823f
--- /dev/null
+++ b/catalog/github/java-docs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-docs",
+  "displayName": "Java Docs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-docs/SKILL.md",
+  "description": "Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-docs/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-helidon.json b/catalog/github/java-helidon.json
new file mode 100644
index 0000000..9ee3e27
--- /dev/null
+++ b/catalog/github/java-helidon.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-helidon",
+  "displayName": "Java Helidon",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-helidon/SKILL.md",
+  "description": "Get best practices for developing applications with Helidon 4 (SE and MP).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-helidon/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-junit.json b/catalog/github/java-junit.json
new file mode 100644
index 0000000..8e67bc2
--- /dev/null
+++ b/catalog/github/java-junit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-junit",
+  "displayName": "Java Junit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-junit/SKILL.md",
+  "description": "Get best practices for JUnit 5 unit testing, including data-driven tests",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-junit/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-mcp-server-generator.json b/catalog/github/java-mcp-server-generator.json
new file mode 100644
index 0000000..6e93d53
--- /dev/null
+++ b/catalog/github/java-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-mcp-server-generator",
+  "displayName": "Java MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-refactoring-extract-method.json b/catalog/github/java-refactoring-extract-method.json
new file mode 100644
index 0000000..f9d813e
--- /dev/null
+++ b/catalog/github/java-refactoring-extract-method.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-refactoring-extract-method",
+  "displayName": "Java Refactoring Extract Method",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-refactoring-extract-method/SKILL.md",
+  "description": "Refactoring using Extract Methods in Java Language",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-refactoring-extract-method/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-refactoring-remove-parameter.json b/catalog/github/java-refactoring-remove-parameter.json
new file mode 100644
index 0000000..cab65ed
--- /dev/null
+++ b/catalog/github/java-refactoring-remove-parameter.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-refactoring-remove-parameter",
+  "displayName": "Java Refactoring Remove Parameter",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-refactoring-remove-parameter/SKILL.md",
+  "description": "Refactoring using Remove Parameter in Java Language",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-refactoring-remove-parameter/SKILL.md"
+  }
+}
diff --git a/catalog/github/java-springboot.json b/catalog/github/java-springboot.json
new file mode 100644
index 0000000..91b4c65
--- /dev/null
+++ b/catalog/github/java-springboot.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:java-springboot",
+  "displayName": "Java Springboot",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/java-springboot/SKILL.md",
+  "description": "Get best practices for developing applications with Spring Boot.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/java-springboot/SKILL.md"
+  }
+}
diff --git a/catalog/github/javascript-typescript-jest.json b/catalog/github/javascript-typescript-jest.json
new file mode 100644
index 0000000..435bbc5
--- /dev/null
+++ b/catalog/github/javascript-typescript-jest.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:javascript-typescript-jest",
+  "displayName": "Javascript Typescript Jest",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/javascript-typescript-jest/SKILL.md",
+  "description": "Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/javascript-typescript-jest/SKILL.md"
+  }
+}
diff --git a/catalog/github/javax-to-jakarta-migration.json b/catalog/github/javax-to-jakarta-migration.json
new file mode 100644
index 0000000..835b0bb
--- /dev/null
+++ b/catalog/github/javax-to-jakarta-migration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:javax-to-jakarta-migration",
+  "displayName": "Javax to Jakarta Migration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/javax-to-jakarta-migration/SKILL.md",
+  "description": "Migrate Java code from javax.* to jakarta.* namespace. Use when upgrading to Tomcat 11, Jakarta EE 10, or when javax imports are detected in the...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/javax-to-jakarta-migration/SKILL.md"
+  }
+}
diff --git a/catalog/github/kotlin-mcp-server-generator.json b/catalog/github/kotlin-mcp-server-generator.json
new file mode 100644
index 0000000..1e72571
--- /dev/null
+++ b/catalog/github/kotlin-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:kotlin-mcp-server-generator",
+  "displayName": "Kotlin MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/kotlin-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/kotlin-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/kotlin-springboot.json b/catalog/github/kotlin-springboot.json
new file mode 100644
index 0000000..2a857ff
--- /dev/null
+++ b/catalog/github/kotlin-springboot.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:kotlin-springboot",
+  "displayName": "Kotlin Springboot",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/kotlin-springboot/SKILL.md",
+  "description": "Get best practices for developing applications with Spring Boot and Kotlin.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/kotlin-springboot/SKILL.md"
+  }
+}
diff --git a/catalog/github/latchshot-page-capture.json b/catalog/github/latchshot-page-capture.json
new file mode 100644
index 0000000..4e4069a
--- /dev/null
+++ b/catalog/github/latchshot-page-capture.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:latchshot-page-capture",
+  "displayName": "Latchshot Page Capture",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/latchshot-page-capture/SKILL.md",
+  "description": "Use this skill when a user needs a screenshot, website thumbnail, full-page capture, or PDF of a public HTTP(S) webpage saved as a local artifact...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/latchshot-page-capture/SKILL.md"
+  }
+}
diff --git a/catalog/github/legacy-circuit-mockups.json b/catalog/github/legacy-circuit-mockups.json
new file mode 100644
index 0000000..f37f378
--- /dev/null
+++ b/catalog/github/legacy-circuit-mockups.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:legacy-circuit-mockups",
+  "displayName": "Legacy Circuit Mockups",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/legacy-circuit-mockups/SKILL.md",
+  "description": "Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/legacy-circuit-mockups/SKILL.md"
+  }
+}
diff --git a/catalog/github/linkedin-post-formatter.json b/catalog/github/linkedin-post-formatter.json
new file mode 100644
index 0000000..6b44155
--- /dev/null
+++ b/catalog/github/linkedin-post-formatter.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:linkedin-post-formatter",
+  "displayName": "Linkedin Post Formatter",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/linkedin-post-formatter/SKILL.md",
+  "description": "Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized patterns.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/linkedin-post-formatter/SKILL.md"
+  }
+}
diff --git a/catalog/github/lsp-setup.json b/catalog/github/lsp-setup.json
new file mode 100644
index 0000000..65915bb
--- /dev/null
+++ b/catalog/github/lsp-setup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:lsp-setup",
+  "displayName": "LSP Setup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/lsp-setup/SKILL.md",
+  "description": "Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/lsp-setup/SKILL.md"
+  }
+}
diff --git a/catalog/github/make-repo-contribution.json b/catalog/github/make-repo-contribution.json
new file mode 100644
index 0000000..a9e8c63
--- /dev/null
+++ b/catalog/github/make-repo-contribution.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:make-repo-contribution",
+  "displayName": "Make Repo Contribution",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/make-repo-contribution/SKILL.md",
+  "description": "All changes to code must follow the guidance documented in the repository.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/make-repo-contribution/SKILL.md"
+  }
+}
diff --git a/catalog/github/markdown-to-html.json b/catalog/github/markdown-to-html.json
new file mode 100644
index 0000000..b9218e6
--- /dev/null
+++ b/catalog/github/markdown-to-html.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:markdown-to-html",
+  "displayName": "Markdown to HTML",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/markdown-to-html/SKILL.md",
+  "description": "Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/markdown-to-html/SKILL.md"
+  }
+}
diff --git a/catalog/github/markstream-install.json b/catalog/github/markstream-install.json
new file mode 100644
index 0000000..6980499
--- /dev/null
+++ b/catalog/github/markstream-install.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:markstream-install",
+  "displayName": "Markstream Install",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/markstream-install/SKILL.md",
+  "description": "Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/markstream-install/SKILL.md"
+  }
+}
diff --git a/catalog/github/mcp-cli.json b/catalog/github/mcp-cli.json
new file mode 100644
index 0000000..5cf5f58
--- /dev/null
+++ b/catalog/github/mcp-cli.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mcp-cli",
+  "displayName": "MCP CLI",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mcp-cli/SKILL.md",
+  "description": "Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mcp-cli/SKILL.md"
+  }
+}
diff --git a/catalog/github/mcp-copilot-studio-server-generator.json b/catalog/github/mcp-copilot-studio-server-generator.json
new file mode 100644
index 0000000..4b07b70
--- /dev/null
+++ b/catalog/github/mcp-copilot-studio-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mcp-copilot-studio-server-generator",
+  "displayName": "MCP Copilot Studio Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mcp-copilot-studio-server-generator/SKILL.md",
+  "description": "Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mcp-copilot-studio-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/mcp-create-adaptive-cards.json b/catalog/github/mcp-create-adaptive-cards.json
new file mode 100644
index 0000000..27cf3d0
--- /dev/null
+++ b/catalog/github/mcp-create-adaptive-cards.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mcp-create-adaptive-cards",
+  "displayName": "MCP Create Adaptive Cards",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mcp-create-adaptive-cards/SKILL.md",
+  "description": "Skill converted from mcp-create-adaptive-cards.prompt.md",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mcp-create-adaptive-cards/SKILL.md"
+  }
+}
diff --git a/catalog/github/mcp-create-declarative-agent.json b/catalog/github/mcp-create-declarative-agent.json
new file mode 100644
index 0000000..c836b52
--- /dev/null
+++ b/catalog/github/mcp-create-declarative-agent.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mcp-create-declarative-agent",
+  "displayName": "MCP Create Declarative Agent",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mcp-create-declarative-agent/SKILL.md",
+  "description": "Skill converted from mcp-create-declarative-agent.prompt.md",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mcp-create-declarative-agent/SKILL.md"
+  }
+}
diff --git a/catalog/github/mcp-deploy-manage-agents.json b/catalog/github/mcp-deploy-manage-agents.json
new file mode 100644
index 0000000..941d068
--- /dev/null
+++ b/catalog/github/mcp-deploy-manage-agents.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mcp-deploy-manage-agents",
+  "displayName": "MCP Deploy Manage Agents",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mcp-deploy-manage-agents/SKILL.md",
+  "description": "Skill converted from mcp-deploy-manage-agents.prompt.md",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mcp-deploy-manage-agents/SKILL.md"
+  }
+}
diff --git a/catalog/github/mcp-implementation-security-review.json b/catalog/github/mcp-implementation-security-review.json
new file mode 100644
index 0000000..13d6c89
--- /dev/null
+++ b/catalog/github/mcp-implementation-security-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mcp-implementation-security-review",
+  "displayName": "MCP Implementation Security Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mcp-implementation-security-review/SKILL.md",
+  "description": "Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline — authentication..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mcp-implementation-security-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/mcp-security-audit.json b/catalog/github/mcp-security-audit.json
new file mode 100644
index 0000000..6cc85a8
--- /dev/null
+++ b/catalog/github/mcp-security-audit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mcp-security-audit",
+  "displayName": "MCP Security Audit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mcp-security-audit/SKILL.md",
+  "description": "Audit MCP (Model Context Protocol) server configurations for security issues.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mcp-security-audit/SKILL.md"
+  }
+}
diff --git a/catalog/github/md-to-docx.json b/catalog/github/md-to-docx.json
new file mode 100644
index 0000000..23cb3ef
--- /dev/null
+++ b/catalog/github/md-to-docx.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:md-to-docx",
+  "displayName": "MD to Docx",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/md-to-docx/SKILL.md",
+  "description": "Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/md-to-docx/SKILL.md"
+  }
+}
diff --git a/catalog/github/meeting-minutes.json b/catalog/github/meeting-minutes.json
new file mode 100644
index 0000000..78ca8cb
--- /dev/null
+++ b/catalog/github/meeting-minutes.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:meeting-minutes",
+  "displayName": "Meeting Minutes",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/meeting-minutes/SKILL.md",
+  "description": "Generate concise, actionable meeting minutes for internal meetings.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/meeting-minutes/SKILL.md"
+  }
+}
diff --git a/catalog/github/memory-merger.json b/catalog/github/memory-merger.json
new file mode 100644
index 0000000..98f9b38
--- /dev/null
+++ b/catalog/github/memory-merger.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:memory-merger",
+  "displayName": "Memory Merger",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/memory-merger/SKILL.md",
+  "description": "Merges mature lessons from a domain memory file into its instruction file.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/memory-merger/SKILL.md"
+  }
+}
diff --git a/catalog/github/mentoring-juniors.json b/catalog/github/mentoring-juniors.json
new file mode 100644
index 0000000..52d46e0
--- /dev/null
+++ b/catalog/github/mentoring-juniors.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mentoring-juniors",
+  "displayName": "Mentoring Juniors",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mentoring-juniors/SKILL.md",
+  "description": "Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mentoring-juniors/SKILL.md"
+  }
+}
diff --git a/catalog/github/microsoft-agent-framework.json b/catalog/github/microsoft-agent-framework.json
new file mode 100644
index 0000000..eee7aa2
--- /dev/null
+++ b/catalog/github/microsoft-agent-framework.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:microsoft-agent-framework",
+  "displayName": "Microsoft Agent Framework",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/microsoft-agent-framework/SKILL.md",
+  "description": "Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/microsoft-agent-framework/SKILL.md"
+  }
+}
diff --git a/catalog/github/microsoft-code-reference.json b/catalog/github/microsoft-code-reference.json
new file mode 100644
index 0000000..03494ff
--- /dev/null
+++ b/catalog/github/microsoft-code-reference.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:microsoft-code-reference",
+  "displayName": "Microsoft Code Reference",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/microsoft-code-reference/SKILL.md",
+  "description": "Look up Microsoft API references, find working code samples, and verify SDK code is correct.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/microsoft-code-reference/SKILL.md"
+  }
+}
diff --git a/catalog/github/microsoft-docs.json b/catalog/github/microsoft-docs.json
new file mode 100644
index 0000000..4f50548
--- /dev/null
+++ b/catalog/github/microsoft-docs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:microsoft-docs",
+  "displayName": "Microsoft Docs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/microsoft-docs/SKILL.md",
+  "description": "Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/microsoft-docs/SKILL.md"
+  }
+}
diff --git a/catalog/github/microsoft-skill-creator.json b/catalog/github/microsoft-skill-creator.json
new file mode 100644
index 0000000..9a95000
--- /dev/null
+++ b/catalog/github/microsoft-skill-creator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:microsoft-skill-creator",
+  "displayName": "Microsoft Skill Creator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/microsoft-skill-creator/SKILL.md",
+  "description": "Create agent skills for Microsoft technologies using Learn MCP tools.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/microsoft-skill-creator/SKILL.md"
+  }
+}
diff --git a/catalog/github/migrating-oracle-to-postgres-stored-procedures.json b/catalog/github/migrating-oracle-to-postgres-stored-procedures.json
new file mode 100644
index 0000000..bba9bba
--- /dev/null
+++ b/catalog/github/migrating-oracle-to-postgres-stored-procedures.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:migrating-oracle-to-postgres-stored-procedures",
+  "displayName": "Migrating Oracle to Postgres Stored Procedures",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/migrating-oracle-to-postgres-stored-procedures/SKILL.md",
+  "description": "Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/migrating-oracle-to-postgres-stored-procedures/SKILL.md"
+  }
+}
diff --git a/catalog/github/minecraft-plugin-development.json b/catalog/github/minecraft-plugin-development.json
new file mode 100644
index 0000000..8a54d4b
--- /dev/null
+++ b/catalog/github/minecraft-plugin-development.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:minecraft-plugin-development",
+  "displayName": "Minecraft Plugin Development",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/minecraft-plugin-development/SKILL.md",
+  "description": "Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/minecraft-plugin-development/SKILL.md"
+  }
+}
diff --git a/catalog/github/mini-context-graph.json b/catalog/github/mini-context-graph.json
new file mode 100644
index 0000000..b5f3d71
--- /dev/null
+++ b/catalog/github/mini-context-graph.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mini-context-graph",
+  "displayName": "Mini Context Graph",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mini-context-graph/SKILL.md",
+  "description": "A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mini-context-graph/SKILL.md"
+  }
+}
diff --git a/catalog/github/mkdocs-translations.json b/catalog/github/mkdocs-translations.json
new file mode 100644
index 0000000..b3c8274
--- /dev/null
+++ b/catalog/github/mkdocs-translations.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mkdocs-translations",
+  "displayName": "Mkdocs Translations",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mkdocs-translations/SKILL.md",
+  "description": "Generate a language translation for a mkdocs documentation stack.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mkdocs-translations/SKILL.md"
+  }
+}
diff --git a/catalog/github/msgraph-sdk.json b/catalog/github/msgraph-sdk.json
new file mode 100644
index 0000000..f82ec57
--- /dev/null
+++ b/catalog/github/msgraph-sdk.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:msgraph-sdk",
+  "displayName": "Msgraph SDK",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/msgraph-sdk/SKILL.md",
+  "description": "Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/msgraph-sdk/SKILL.md"
+  }
+}
diff --git a/catalog/github/msstore-cli.json b/catalog/github/msstore-cli.json
new file mode 100644
index 0000000..2693913
--- /dev/null
+++ b/catalog/github/msstore-cli.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/msstore-cli/SKILL.md",
+  "description": "Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store.",
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+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/msstore-cli/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..7f49936
--- /dev/null
+++ b/catalog/github/multi-stage-dockerfile.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:multi-stage-dockerfile",
+  "displayName": "Multi Stage Dockerfile",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/multi-stage-dockerfile/SKILL.md",
+  "description": "Create optimized multi-stage Dockerfiles for any language or framework",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/multi-stage-dockerfile/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..baa4482
--- /dev/null
+++ b/catalog/github/mvvm-toolkit-di.json
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+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mvvm-toolkit-di/SKILL.md",
+  "description": "Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mvvm-toolkit-di/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..03ef209
--- /dev/null
+++ b/catalog/github/mvvm-toolkit-messenger.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mvvm-toolkit-messenger",
+  "displayName": "Mvvm Toolkit Messenger",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mvvm-toolkit-messenger/SKILL.md",
+  "description": "CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mvvm-toolkit-messenger/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..949bbfd
--- /dev/null
+++ b/catalog/github/mvvm-toolkit.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:mvvm-toolkit",
+  "displayName": "Mvvm Toolkit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/mvvm-toolkit/SKILL.md",
+  "description": "CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor]...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/mvvm-toolkit/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..76a7f57
--- /dev/null
+++ b/catalog/github/namecheap.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:namecheap",
+  "displayName": "Namecheap",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/namecheap/SKILL.md",
+  "description": "Manage DNS records for domains registered with Namecheap via their API.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/namecheap/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..312186e
--- /dev/null
+++ b/catalog/github/nano-banana-pro-openrouter.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:nano-banana-pro-openrouter",
+  "displayName": "Nano Banana Pro Openrouter",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/nano-banana-pro-openrouter/SKILL.md",
+  "description": "Generate or edit images via OpenRouter with the Gemini 3 Pro Image model.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/nano-banana-pro-openrouter/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..ddf2cd8
--- /dev/null
+++ b/catalog/github/napkin.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:napkin",
+  "displayName": "Napkin",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/napkin/SKILL.md",
+  "description": "Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/napkin/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..da1df04
--- /dev/null
+++ b/catalog/github/next-intl-add-language.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:next-intl-add-language",
+  "displayName": "Next Intl Add Language",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/next-intl-add-language/SKILL.md",
+  "description": "Add new language to a Next.js + next-intl application",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/next-intl-add-language/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..efb9601
--- /dev/null
+++ b/catalog/github/noob-mode.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:noob-mode",
+  "displayName": "Noob Mode",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/noob-mode/SKILL.md",
+  "description": "Plain-English translation layer for non-technical Copilot CLI users.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/noob-mode/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..3b256b7
--- /dev/null
+++ b/catalog/github/nuget-manager.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:nuget-manager",
+  "displayName": "NuGet Manager",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/nuget-manager/SKILL.md",
+  "description": "Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/nuget-manager/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..77f1b33
--- /dev/null
+++ b/catalog/github/onboard-context-matic.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:onboard-context-matic",
+  "displayName": "Onboard Context Matic",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/onboard-context-matic/SKILL.md",
+  "description": "Interactive onboarding tour for the context-matic MCP server.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/onboard-context-matic/SKILL.md"
+  }
+}
diff --git a/catalog/github/oo-component-documentation.json b/catalog/github/oo-component-documentation.json
new file mode 100644
index 0000000..63f58d7
--- /dev/null
+++ b/catalog/github/oo-component-documentation.json
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+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:oo-component-documentation",
+  "displayName": "Oo Component Documentation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/oo-component-documentation/SKILL.md",
+  "description": "Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/oo-component-documentation/SKILL.md"
+  }
+}
diff --git a/catalog/github/openapi-to-application-code.json b/catalog/github/openapi-to-application-code.json
new file mode 100644
index 0000000..1ba8bce
--- /dev/null
+++ b/catalog/github/openapi-to-application-code.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:openapi-to-application-code",
+  "displayName": "Openapi to Application Code",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/openapi-to-application-code/SKILL.md",
+  "description": "Generate a complete, production-ready application from an OpenAPI specification",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/openapi-to-application-code/SKILL.md"
+  }
+}
diff --git a/catalog/github/optimize-simplicite-logs.json b/catalog/github/optimize-simplicite-logs.json
new file mode 100644
index 0000000..4a30c78
--- /dev/null
+++ b/catalog/github/optimize-simplicite-logs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:optimize-simplicite-logs",
+  "displayName": "Optimize Simplicite Logs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/optimize-simplicite-logs/SKILL.md",
+  "description": "capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/optimize-simplicite-logs/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..e4a440f
--- /dev/null
+++ b/catalog/github/pdftk-server.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:pdftk-server",
+  "displayName": "Pdftk Server",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/pdftk-server/SKILL.md",
+  "description": "Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/pdftk-server/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..12fa0f8
--- /dev/null
+++ b/catalog/github/penpot-uiux-design.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:penpot-uiux-design",
+  "displayName": "Penpot Uiux Design",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/penpot-uiux-design/SKILL.md",
+  "description": "Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/penpot-uiux-design/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..bd30494
--- /dev/null
+++ b/catalog/github/performance-review-writer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:performance-review-writer",
+  "displayName": "Performance Review Writer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/performance-review-writer/SKILL.md",
+  "description": "Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/performance-review-writer/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..ee62365
--- /dev/null
+++ b/catalog/github/pester-migration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:pester-migration",
+  "displayName": "Pester Migration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/pester-migration/SKILL.md",
+  "description": "Pester migration skill for upgrading PowerShell Pester test suites across major versions — v3→v4, v4→v5, and v5→v6.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/pester-migration/SKILL.md"
+  }
+}
diff --git a/catalog/github/pester-should-migration.json b/catalog/github/pester-should-migration.json
new file mode 100644
index 0000000..602f9e8
--- /dev/null
+++ b/catalog/github/pester-should-migration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:pester-should-migration",
+  "displayName": "Pester Should Migration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/pester-should-migration/SKILL.md",
+  "description": "Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/pester-should-migration/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..455fc8a
--- /dev/null
+++ b/catalog/github/phoenix-cli.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:phoenix-cli",
+  "displayName": "Phoenix CLI",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/phoenix-cli/SKILL.md",
+  "description": "Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/phoenix-cli/SKILL.md"
+  }
+}
diff --git a/catalog/github/phoenix-evals.json b/catalog/github/phoenix-evals.json
new file mode 100644
index 0000000..3c1c5c0
--- /dev/null
+++ b/catalog/github/phoenix-evals.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:phoenix-evals",
+  "displayName": "Phoenix Evals",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/phoenix-evals/SKILL.md",
+  "description": "Build and run evaluators for AI/LLM applications using Phoenix.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/phoenix-evals/SKILL.md"
+  }
+}
diff --git a/catalog/github/phoenix-tracing.json b/catalog/github/phoenix-tracing.json
new file mode 100644
index 0000000..195311e
--- /dev/null
+++ b/catalog/github/phoenix-tracing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:phoenix-tracing",
+  "displayName": "Phoenix Tracing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/phoenix-tracing/SKILL.md",
+  "description": "OpenInference semantic conventions and instrumentation for Phoenix AI observability.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/phoenix-tracing/SKILL.md"
+  }
+}
diff --git a/catalog/github/php-mcp-server-generator.json b/catalog/github/php-mcp-server-generator.json
new file mode 100644
index 0000000..17602f0
--- /dev/null
+++ b/catalog/github/php-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:php-mcp-server-generator",
+  "displayName": "Php MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/php-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/php-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/pinecone-rag.json b/catalog/github/pinecone-rag.json
new file mode 100644
index 0000000..4ee349a
--- /dev/null
+++ b/catalog/github/pinecone-rag.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:pinecone-rag",
+  "displayName": "Pinecone RAG",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/pinecone-rag/SKILL.md",
+  "description": "Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/pinecone-rag/SKILL.md"
+  }
+}
diff --git a/catalog/github/planning-oracle-to-postgres-migration-integration-testing.json b/catalog/github/planning-oracle-to-postgres-migration-integration-testing.json
new file mode 100644
index 0000000..69fe546
--- /dev/null
+++ b/catalog/github/planning-oracle-to-postgres-migration-integration-testing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:planning-oracle-to-postgres-migration-integration-testing",
+  "displayName": "Planning Oracle to Postgres Migration Integration Testing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/planning-oracle-to-postgres-migration-integration-testing/SKILL.md",
+  "description": "Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/planning-oracle-to-postgres-migration-integration-testing/SKILL.md"
+  }
+}
diff --git a/catalog/github/plantuml-ascii.json b/catalog/github/plantuml-ascii.json
new file mode 100644
index 0000000..df46a5d
--- /dev/null
+++ b/catalog/github/plantuml-ascii.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:plantuml-ascii",
+  "displayName": "Plantuml Ascii",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/plantuml-ascii/SKILL.md",
+  "description": "Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/plantuml-ascii/SKILL.md"
+  }
+}
diff --git a/catalog/github/playwright-automation-fill-in-form.json b/catalog/github/playwright-automation-fill-in-form.json
new file mode 100644
index 0000000..a5e8e2a
--- /dev/null
+++ b/catalog/github/playwright-automation-fill-in-form.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:playwright-automation-fill-in-form",
+  "displayName": "Playwright Automation Fill in Form",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/playwright-automation-fill-in-form/SKILL.md",
+  "description": "Automate filling in a form using Playwright MCP",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/playwright-automation-fill-in-form/SKILL.md"
+  }
+}
diff --git a/catalog/github/playwright-explore-website.json b/catalog/github/playwright-explore-website.json
new file mode 100644
index 0000000..f8edd76
--- /dev/null
+++ b/catalog/github/playwright-explore-website.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:playwright-explore-website",
+  "displayName": "Playwright Explore Website",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/playwright-explore-website/SKILL.md",
+  "description": "Website exploration for testing using Playwright MCP",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/playwright-explore-website/SKILL.md"
+  }
+}
diff --git a/catalog/github/playwright-generate-test.json b/catalog/github/playwright-generate-test.json
new file mode 100644
index 0000000..e4eb5f5
--- /dev/null
+++ b/catalog/github/playwright-generate-test.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:playwright-generate-test",
+  "displayName": "Playwright Generate Test",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/playwright-generate-test/SKILL.md",
+  "description": "Generate a Playwright test based on a scenario using Playwright MCP",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/playwright-generate-test/SKILL.md"
+  }
+}
diff --git a/catalog/github/postgresql-code-review.json b/catalog/github/postgresql-code-review.json
new file mode 100644
index 0000000..4063efc
--- /dev/null
+++ b/catalog/github/postgresql-code-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:postgresql-code-review",
+  "displayName": "PostgreSQL Code Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/postgresql-code-review/SKILL.md",
+  "description": "PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/postgresql-code-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/postgresql-optimization.json b/catalog/github/postgresql-optimization.json
new file mode 100644
index 0000000..3702ec6
--- /dev/null
+++ b/catalog/github/postgresql-optimization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:postgresql-optimization",
+  "displayName": "PostgreSQL Optimization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/postgresql-optimization/SKILL.md",
+  "description": "PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/postgresql-optimization/SKILL.md"
+  }
+}
diff --git a/catalog/github/power-apps-code-app-scaffold.json b/catalog/github/power-apps-code-app-scaffold.json
new file mode 100644
index 0000000..b2e858f
--- /dev/null
+++ b/catalog/github/power-apps-code-app-scaffold.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:power-apps-code-app-scaffold",
+  "displayName": "Power Apps Code App Scaffold",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/power-apps-code-app-scaffold/SKILL.md",
+  "description": "Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/power-apps-code-app-scaffold/SKILL.md"
+  }
+}
diff --git a/catalog/github/power-bi-dax-optimization.json b/catalog/github/power-bi-dax-optimization.json
new file mode 100644
index 0000000..3a564b4
--- /dev/null
+++ b/catalog/github/power-bi-dax-optimization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:power-bi-dax-optimization",
+  "displayName": "Power Bi Dax Optimization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/power-bi-dax-optimization/SKILL.md",
+  "description": "Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/power-bi-dax-optimization/SKILL.md"
+  }
+}
diff --git a/catalog/github/power-bi-model-design-review.json b/catalog/github/power-bi-model-design-review.json
new file mode 100644
index 0000000..774b968
--- /dev/null
+++ b/catalog/github/power-bi-model-design-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:power-bi-model-design-review",
+  "displayName": "Power Bi Model Design Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/power-bi-model-design-review/SKILL.md",
+  "description": "Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/power-bi-model-design-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/power-bi-performance-troubleshooting.json b/catalog/github/power-bi-performance-troubleshooting.json
new file mode 100644
index 0000000..bcdd41d
--- /dev/null
+++ b/catalog/github/power-bi-performance-troubleshooting.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:power-bi-performance-troubleshooting",
+  "displayName": "Power Bi Performance Troubleshooting",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/power-bi-performance-troubleshooting/SKILL.md",
+  "description": "Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/power-bi-performance-troubleshooting/SKILL.md"
+  }
+}
diff --git a/catalog/github/power-bi-report-design-consultation.json b/catalog/github/power-bi-report-design-consultation.json
new file mode 100644
index 0000000..604cedb
--- /dev/null
+++ b/catalog/github/power-bi-report-design-consultation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:power-bi-report-design-consultation",
+  "displayName": "Power Bi Report Design Consultation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/power-bi-report-design-consultation/SKILL.md",
+  "description": "Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/power-bi-report-design-consultation/SKILL.md"
+  }
+}
diff --git a/catalog/github/power-platform-architect.json b/catalog/github/power-platform-architect.json
new file mode 100644
index 0000000..84caa68
--- /dev/null
+++ b/catalog/github/power-platform-architect.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:power-platform-architect",
+  "displayName": "Power Platform Architect",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/power-platform-architect/SKILL.md",
+  "description": "Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/power-platform-architect/SKILL.md"
+  }
+}
diff --git a/catalog/github/power-platform-mcp-connector-suite.json b/catalog/github/power-platform-mcp-connector-suite.json
new file mode 100644
index 0000000..6cb3b81
--- /dev/null
+++ b/catalog/github/power-platform-mcp-connector-suite.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:power-platform-mcp-connector-suite",
+  "displayName": "Power Platform MCP Connector Suite",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/power-platform-mcp-connector-suite/SKILL.md",
+  "description": "Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/power-platform-mcp-connector-suite/SKILL.md"
+  }
+}
diff --git a/catalog/github/powerbi-modeling.json b/catalog/github/powerbi-modeling.json
new file mode 100644
index 0000000..d820d76
--- /dev/null
+++ b/catalog/github/powerbi-modeling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:powerbi-modeling",
+  "displayName": "Powerbi Modeling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/powerbi-modeling/SKILL.md",
+  "description": "Power BI semantic modeling assistant for building optimized data models.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/powerbi-modeling/SKILL.md"
+  }
+}
diff --git a/catalog/github/pr-dashboard.json b/catalog/github/pr-dashboard.json
new file mode 100644
index 0000000..8db7c1b
--- /dev/null
+++ b/catalog/github/pr-dashboard.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:pr-dashboard",
+  "displayName": "PR Dashboard",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/pr-dashboard/SKILL.md",
+  "description": "Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/pr-dashboard/SKILL.md"
+  }
+}
diff --git a/catalog/github/pr-screenshots.json b/catalog/github/pr-screenshots.json
new file mode 100644
index 0000000..33d2d07
--- /dev/null
+++ b/catalog/github/pr-screenshots.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:pr-screenshots",
+  "displayName": "PR Screenshots",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/pr-screenshots/SKILL.md",
+  "description": "Embed before/after screenshots and annotated images in pull request descriptions.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/pr-screenshots/SKILL.md"
+  }
+}
diff --git a/catalog/github/prd.json b/catalog/github/prd.json
new file mode 100644
index 0000000..122efe1
--- /dev/null
+++ b/catalog/github/prd.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:prd",
+  "displayName": "PRD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/prd/SKILL.md",
+  "description": "Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/prd/SKILL.md"
+  }
+}
diff --git a/catalog/github/premium-frontend-ui.json b/catalog/github/premium-frontend-ui.json
new file mode 100644
index 0000000..15b98f9
--- /dev/null
+++ b/catalog/github/premium-frontend-ui.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:premium-frontend-ui",
+  "displayName": "Premium Frontend UI",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/premium-frontend-ui/SKILL.md",
+  "description": "A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/premium-frontend-ui/SKILL.md"
+  }
+}
diff --git a/catalog/github/project-workflow-analysis-blueprint-generator.json b/catalog/github/project-workflow-analysis-blueprint-generator.json
new file mode 100644
index 0000000..25ceabe
--- /dev/null
+++ b/catalog/github/project-workflow-analysis-blueprint-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:project-workflow-analysis-blueprint-generator",
+  "displayName": "Project Workflow Analysis Blueprint Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/project-workflow-analysis-blueprint-generator/SKILL.md",
+  "description": "Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/project-workflow-analysis-blueprint-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/prompt-optimizer.json b/catalog/github/prompt-optimizer.json
new file mode 100644
index 0000000..d0b85a4
--- /dev/null
+++ b/catalog/github/prompt-optimizer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:prompt-optimizer",
+  "displayName": "Prompt Optimizer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/prompt-optimizer/SKILL.md",
+  "description": "Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/prompt-optimizer/SKILL.md"
+  }
+}
diff --git a/catalog/github/publish-to-pages.json b/catalog/github/publish-to-pages.json
new file mode 100644
index 0000000..e027608
--- /dev/null
+++ b/catalog/github/publish-to-pages.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:publish-to-pages",
+  "displayName": "Publish to Pages",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/publish-to-pages/SKILL.md",
+  "description": "Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/publish-to-pages/SKILL.md"
+  }
+}
diff --git a/catalog/github/pytest-coverage.json b/catalog/github/pytest-coverage.json
new file mode 100644
index 0000000..3831cb7
--- /dev/null
+++ b/catalog/github/pytest-coverage.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:pytest-coverage",
+  "displayName": "Pytest Coverage",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/pytest-coverage/SKILL.md",
+  "description": "Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/pytest-coverage/SKILL.md"
+  }
+}
diff --git a/catalog/github/python-azure-iot-edge-modules.json b/catalog/github/python-azure-iot-edge-modules.json
new file mode 100644
index 0000000..3e4b4e0
--- /dev/null
+++ b/catalog/github/python-azure-iot-edge-modules.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:python-azure-iot-edge-modules",
+  "displayName": "Python Azure Iot Edge Modules",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/python-azure-iot-edge-modules/SKILL.md",
+  "description": "Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/python-azure-iot-edge-modules/SKILL.md"
+  }
+}
diff --git a/catalog/github/python-mcp-server-generator.json b/catalog/github/python-mcp-server-generator.json
new file mode 100644
index 0000000..f51ff64
--- /dev/null
+++ b/catalog/github/python-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:python-mcp-server-generator",
+  "displayName": "Python MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/python-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete MCP server project in Python with tools, resources, and proper configuration",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/python-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/python-pypi-package-builder.json b/catalog/github/python-pypi-package-builder.json
new file mode 100644
index 0000000..d8f17a9
--- /dev/null
+++ b/catalog/github/python-pypi-package-builder.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:python-pypi-package-builder",
+  "displayName": "Python Pypi Package Builder",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/python-pypi-package-builder/SKILL.md",
+  "description": "End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/python-pypi-package-builder/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-clients-sdk.json b/catalog/github/qdrant-clients-sdk.json
new file mode 100644
index 0000000..e6dda92
--- /dev/null
+++ b/catalog/github/qdrant-clients-sdk.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-clients-sdk",
+  "displayName": "Qdrant Clients SDK",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-clients-sdk/SKILL.md",
+  "description": "Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-clients-sdk/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-deployment-options.json b/catalog/github/qdrant-deployment-options.json
new file mode 100644
index 0000000..ea27ee8
--- /dev/null
+++ b/catalog/github/qdrant-deployment-options.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-deployment-options",
+  "displayName": "Qdrant Deployment Options",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-deployment-options/SKILL.md",
+  "description": "Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE'...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-deployment-options/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-horizontal-scaling.json b/catalog/github/qdrant-horizontal-scaling.json
new file mode 100644
index 0000000..51185a7
--- /dev/null
+++ b/catalog/github/qdrant-horizontal-scaling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-horizontal-scaling",
+  "displayName": "Qdrant Horizontal Scaling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/scaling-data-volume/horizontal-scaling/SKILL.md",
+  "description": "Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/scaling-data-volume/horizontal-scaling/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-indexing-performance-optimization.json b/catalog/github/qdrant-indexing-performance-optimization.json
new file mode 100644
index 0000000..afe5226
--- /dev/null
+++ b/catalog/github/qdrant-indexing-performance-optimization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-indexing-performance-optimization",
+  "displayName": "Qdrant Indexing Performance Optimization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-performance-optimization/indexing-performance-optimization/SKILL.md",
+  "description": "Diagnoses and fixes slow Qdrant indexing and data ingestion.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-performance-optimization/indexing-performance-optimization/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-memory-usage-optimization.json b/catalog/github/qdrant-memory-usage-optimization.json
new file mode 100644
index 0000000..9415d65
--- /dev/null
+++ b/catalog/github/qdrant-memory-usage-optimization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-memory-usage-optimization",
+  "displayName": "Qdrant Memory Usage Optimization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-performance-optimization/memory-usage-optimization/SKILL.md",
+  "description": "Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-performance-optimization/memory-usage-optimization/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-minimize-latency.json b/catalog/github/qdrant-minimize-latency.json
new file mode 100644
index 0000000..312748c
--- /dev/null
+++ b/catalog/github/qdrant-minimize-latency.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-minimize-latency",
+  "displayName": "Qdrant Minimize Latency",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/minimize-latency/SKILL.md",
+  "description": "Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/minimize-latency/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-model-migration.json b/catalog/github/qdrant-model-migration.json
new file mode 100644
index 0000000..a512a31
--- /dev/null
+++ b/catalog/github/qdrant-model-migration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-model-migration",
+  "displayName": "Qdrant Model Migration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-model-migration/SKILL.md",
+  "description": "Guides embedding model migration in Qdrant without downtime.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-model-migration/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-monitoring-debugging.json b/catalog/github/qdrant-monitoring-debugging.json
new file mode 100644
index 0000000..70e782c
--- /dev/null
+++ b/catalog/github/qdrant-monitoring-debugging.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-monitoring-debugging",
+  "displayName": "Qdrant Monitoring Debugging",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-monitoring/debugging/SKILL.md",
+  "description": "Diagnoses Qdrant production issues using metrics and observability tools.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-monitoring/debugging/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-monitoring-setup.json b/catalog/github/qdrant-monitoring-setup.json
new file mode 100644
index 0000000..c998f3d
--- /dev/null
+++ b/catalog/github/qdrant-monitoring-setup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-monitoring-setup",
+  "displayName": "Qdrant Monitoring Setup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-monitoring/setup/SKILL.md",
+  "description": "Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-monitoring/setup/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-monitoring.json b/catalog/github/qdrant-monitoring.json
new file mode 100644
index 0000000..5c67e1e
--- /dev/null
+++ b/catalog/github/qdrant-monitoring.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-monitoring",
+  "displayName": "Qdrant Monitoring",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-monitoring/SKILL.md",
+  "description": "Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy'...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-monitoring/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-performance-optimization.json b/catalog/github/qdrant-performance-optimization.json
new file mode 100644
index 0000000..567a57c
--- /dev/null
+++ b/catalog/github/qdrant-performance-optimization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-performance-optimization",
+  "displayName": "Qdrant Performance Optimization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-performance-optimization/SKILL.md",
+  "description": "Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-performance-optimization/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-scaling-data-volume.json b/catalog/github/qdrant-scaling-data-volume.json
new file mode 100644
index 0000000..9869232
--- /dev/null
+++ b/catalog/github/qdrant-scaling-data-volume.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-scaling-data-volume",
+  "displayName": "Qdrant Scaling Data Volume",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/scaling-data-volume/SKILL.md",
+  "description": "Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/scaling-data-volume/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-scaling-qps.json b/catalog/github/qdrant-scaling-qps.json
new file mode 100644
index 0000000..5963599
--- /dev/null
+++ b/catalog/github/qdrant-scaling-qps.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-scaling-qps",
+  "displayName": "Qdrant Scaling Qps",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/scaling-qps/SKILL.md",
+  "description": "Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/scaling-qps/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-scaling-query-volume.json b/catalog/github/qdrant-scaling-query-volume.json
new file mode 100644
index 0000000..b496902
--- /dev/null
+++ b/catalog/github/qdrant-scaling-query-volume.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-scaling-query-volume",
+  "displayName": "Qdrant Scaling Query Volume",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/scaling-query-volume/SKILL.md",
+  "description": "Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'paginating...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/scaling-query-volume/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-scaling.json b/catalog/github/qdrant-scaling.json
new file mode 100644
index 0000000..f1beeab
--- /dev/null
+++ b/catalog/github/qdrant-scaling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-scaling",
+  "displayName": "Qdrant Scaling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/SKILL.md",
+  "description": "Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-search-quality-diagnosis.json b/catalog/github/qdrant-search-quality-diagnosis.json
new file mode 100644
index 0000000..0bf2583
--- /dev/null
+++ b/catalog/github/qdrant-search-quality-diagnosis.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-search-quality-diagnosis",
+  "displayName": "Qdrant Search Quality Diagnosis",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-search-quality/diagnosis/SKILL.md",
+  "description": "Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-search-quality/diagnosis/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-search-quality.json b/catalog/github/qdrant-search-quality.json
new file mode 100644
index 0000000..d964e34
--- /dev/null
+++ b/catalog/github/qdrant-search-quality.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-search-quality",
+  "displayName": "Qdrant Search Quality",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-search-quality/SKILL.md",
+  "description": "Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall'...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-search-quality/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-search-speed-optimization.json b/catalog/github/qdrant-search-speed-optimization.json
new file mode 100644
index 0000000..7f23b49
--- /dev/null
+++ b/catalog/github/qdrant-search-speed-optimization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-search-speed-optimization",
+  "displayName": "Qdrant Search Speed Optimization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-performance-optimization/search-speed-optimization/SKILL.md",
+  "description": "Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-performance-optimization/search-speed-optimization/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-search-strategies.json b/catalog/github/qdrant-search-strategies.json
new file mode 100644
index 0000000..7768ef6
--- /dev/null
+++ b/catalog/github/qdrant-search-strategies.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-search-strategies",
+  "displayName": "Qdrant Search Strategies",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-search-quality/search-strategies/SKILL.md",
+  "description": "Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-search-quality/search-strategies/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-sliding-time-window.json b/catalog/github/qdrant-sliding-time-window.json
new file mode 100644
index 0000000..a9d6538
--- /dev/null
+++ b/catalog/github/qdrant-sliding-time-window.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-sliding-time-window",
+  "displayName": "Qdrant Sliding Time Window",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/scaling-data-volume/sliding-time-window/SKILL.md",
+  "description": "Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based data rotation'.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/scaling-data-volume/sliding-time-window/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-tenant-scaling.json b/catalog/github/qdrant-tenant-scaling.json
new file mode 100644
index 0000000..8f61848
--- /dev/null
+++ b/catalog/github/qdrant-tenant-scaling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-tenant-scaling",
+  "displayName": "Qdrant Tenant Scaling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/scaling-data-volume/tenant-scaling/SKILL.md",
+  "description": "Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicated shards'..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/scaling-data-volume/tenant-scaling/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-version-upgrade.json b/catalog/github/qdrant-version-upgrade.json
new file mode 100644
index 0000000..65291f0
--- /dev/null
+++ b/catalog/github/qdrant-version-upgrade.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-version-upgrade",
+  "displayName": "Qdrant Version Upgrade",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-version-upgrade/SKILL.md",
+  "description": "Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-version-upgrade/SKILL.md"
+  }
+}
diff --git a/catalog/github/qdrant-vertical-scaling.json b/catalog/github/qdrant-vertical-scaling.json
new file mode 100644
index 0000000..2562ee0
--- /dev/null
+++ b/catalog/github/qdrant-vertical-scaling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:qdrant-vertical-scaling",
+  "displayName": "Qdrant Vertical Scaling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/qdrant-scaling/scaling-data-volume/vertical-scaling/SKILL.md",
+  "description": "Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node size', 'vertical scaling'...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/qdrant-scaling/scaling-data-volume/vertical-scaling/SKILL.md"
+  }
+}
diff --git a/catalog/github/quality-playbook.json b/catalog/github/quality-playbook.json
new file mode 100644
index 0000000..62d6ed0
--- /dev/null
+++ b/catalog/github/quality-playbook.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:quality-playbook",
+  "displayName": "Quality Playbook",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/quality-playbook/SKILL.md",
+  "description": "Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/quality-playbook/SKILL.md"
+  }
+}
diff --git a/catalog/github/quasi-coder.json b/catalog/github/quasi-coder.json
new file mode 100644
index 0000000..da36f16
--- /dev/null
+++ b/catalog/github/quasi-coder.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:quasi-coder",
+  "displayName": "Quasi Coder",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/quasi-coder/SKILL.md",
+  "description": "Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/quasi-coder/SKILL.md"
+  }
+}
diff --git a/catalog/github/react-audit-grep-patterns.json b/catalog/github/react-audit-grep-patterns.json
new file mode 100644
index 0000000..aae235c
--- /dev/null
+++ b/catalog/github/react-audit-grep-patterns.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react-audit-grep-patterns",
+  "displayName": "React Audit Grep Patterns",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react-audit-grep-patterns/SKILL.md",
+  "description": "Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react-audit-grep-patterns/SKILL.md"
+  }
+}
diff --git a/catalog/github/react-container-presentation-component.json b/catalog/github/react-container-presentation-component.json
new file mode 100644
index 0000000..844f644
--- /dev/null
+++ b/catalog/github/react-container-presentation-component.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react-container-presentation-component",
+  "displayName": "React Container Presentation Component",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react-container-presentation-component/SKILL.md",
+  "description": "Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react-container-presentation-component/SKILL.md"
+  }
+}
diff --git a/catalog/github/react18-batching-patterns.json b/catalog/github/react18-batching-patterns.json
new file mode 100644
index 0000000..45b8520
--- /dev/null
+++ b/catalog/github/react18-batching-patterns.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react18-batching-patterns",
+  "displayName": "React18 Batching Patterns",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react18-batching-patterns/SKILL.md",
+  "description": "Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react18-batching-patterns/SKILL.md"
+  }
+}
diff --git a/catalog/github/react18-dep-compatibility.json b/catalog/github/react18-dep-compatibility.json
new file mode 100644
index 0000000..62bcda3
--- /dev/null
+++ b/catalog/github/react18-dep-compatibility.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react18-dep-compatibility",
+  "displayName": "React18 Dep Compatibility",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react18-dep-compatibility/SKILL.md",
+  "description": "React 18.3.1 and React 19 dependency compatibility matrix.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react18-dep-compatibility/SKILL.md"
+  }
+}
diff --git a/catalog/github/react18-enzyme-to-rtl.json b/catalog/github/react18-enzyme-to-rtl.json
new file mode 100644
index 0000000..7aad829
--- /dev/null
+++ b/catalog/github/react18-enzyme-to-rtl.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react18-enzyme-to-rtl",
+  "displayName": "React18 Enzyme to Rtl",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react18-enzyme-to-rtl/SKILL.md",
+  "description": "Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react18-enzyme-to-rtl/SKILL.md"
+  }
+}
diff --git a/catalog/github/react18-legacy-context.json b/catalog/github/react18-legacy-context.json
new file mode 100644
index 0000000..6a42365
--- /dev/null
+++ b/catalog/github/react18-legacy-context.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react18-legacy-context",
+  "displayName": "React18 Legacy Context",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react18-legacy-context/SKILL.md",
+  "description": "Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react18-legacy-context/SKILL.md"
+  }
+}
diff --git a/catalog/github/react18-lifecycle-patterns.json b/catalog/github/react18-lifecycle-patterns.json
new file mode 100644
index 0000000..39e4f7e
--- /dev/null
+++ b/catalog/github/react18-lifecycle-patterns.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react18-lifecycle-patterns",
+  "displayName": "React18 Lifecycle Patterns",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react18-lifecycle-patterns/SKILL.md",
+  "description": "Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react18-lifecycle-patterns/SKILL.md"
+  }
+}
diff --git a/catalog/github/react18-string-refs.json b/catalog/github/react18-string-refs.json
new file mode 100644
index 0000000..2ad4ab3
--- /dev/null
+++ b/catalog/github/react18-string-refs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react18-string-refs",
+  "displayName": "React18 String Refs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react18-string-refs/SKILL.md",
+  "description": "Provides exact migration patterns for React string refs (ref=\"name\" + this.refs.name) to React.createRef() in class components.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react18-string-refs/SKILL.md"
+  }
+}
diff --git a/catalog/github/react19-concurrent-patterns.json b/catalog/github/react19-concurrent-patterns.json
new file mode 100644
index 0000000..fb617d4
--- /dev/null
+++ b/catalog/github/react19-concurrent-patterns.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react19-concurrent-patterns",
+  "displayName": "React19 Concurrent Patterns",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react19-concurrent-patterns/SKILL.md",
+  "description": "Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react19-concurrent-patterns/SKILL.md"
+  }
+}
diff --git a/catalog/github/react19-source-patterns.json b/catalog/github/react19-source-patterns.json
new file mode 100644
index 0000000..cc15da9
--- /dev/null
+++ b/catalog/github/react19-source-patterns.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react19-source-patterns",
+  "displayName": "React19 Source Patterns",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react19-source-patterns/SKILL.md",
+  "description": "Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react19-source-patterns/SKILL.md"
+  }
+}
diff --git a/catalog/github/react19-test-patterns.json b/catalog/github/react19-test-patterns.json
new file mode 100644
index 0000000..7cfd1df
--- /dev/null
+++ b/catalog/github/react19-test-patterns.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:react19-test-patterns",
+  "displayName": "React19 Test Patterns",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/react19-test-patterns/SKILL.md",
+  "description": "Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/react19-test-patterns/SKILL.md"
+  }
+}
diff --git a/catalog/github/readme-blueprint-generator.json b/catalog/github/readme-blueprint-generator.json
new file mode 100644
index 0000000..393565d
--- /dev/null
+++ b/catalog/github/readme-blueprint-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:readme-blueprint-generator",
+  "displayName": "Readme Blueprint Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/readme-blueprint-generator/SKILL.md",
+  "description": "Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/readme-blueprint-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/refactor-method-complexity-reduce.json b/catalog/github/refactor-method-complexity-reduce.json
new file mode 100644
index 0000000..b0c0cb3
--- /dev/null
+++ b/catalog/github/refactor-method-complexity-reduce.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:refactor-method-complexity-reduce",
+  "displayName": "Refactor Method Complexity Reduce",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/refactor-method-complexity-reduce/SKILL.md",
+  "description": "Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/refactor-method-complexity-reduce/SKILL.md"
+  }
+}
diff --git a/catalog/github/refactor-plan.json b/catalog/github/refactor-plan.json
new file mode 100644
index 0000000..5ee8ed2
--- /dev/null
+++ b/catalog/github/refactor-plan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:refactor-plan",
+  "displayName": "Refactor Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/refactor-plan/SKILL.md",
+  "description": "Create a concrete plan before starting a multi-file refactor.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/refactor-plan/SKILL.md"
+  }
+}
diff --git a/catalog/github/refactor.json b/catalog/github/refactor.json
new file mode 100644
index 0000000..d76f62e
--- /dev/null
+++ b/catalog/github/refactor.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:refactor",
+  "displayName": "Refactor",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/refactor/SKILL.md",
+  "description": "Surgical code refactoring to improve maintainability without changing behavior.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/refactor/SKILL.md"
+  }
+}
diff --git a/catalog/github/remember-interactive-programming.json b/catalog/github/remember-interactive-programming.json
new file mode 100644
index 0000000..afc1894
--- /dev/null
+++ b/catalog/github/remember-interactive-programming.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:remember-interactive-programming",
+  "displayName": "Remember Interactive Programming",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/remember-interactive-programming/SKILL.md",
+  "description": "A micro-prompt that reminds the agent that it is an interactive programmer.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/remember-interactive-programming/SKILL.md"
+  }
+}
diff --git a/catalog/github/remember.json b/catalog/github/remember.json
new file mode 100644
index 0000000..3c13119
--- /dev/null
+++ b/catalog/github/remember.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:remember",
+  "displayName": "Remember",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/remember/SKILL.md",
+  "description": "Transforms lessons learned into domain-organized memory instructions (global or workspace).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/remember/SKILL.md"
+  }
+}
diff --git a/catalog/github/repo-story-time.json b/catalog/github/repo-story-time.json
new file mode 100644
index 0000000..9693f5d
--- /dev/null
+++ b/catalog/github/repo-story-time.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:repo-story-time",
+  "displayName": "Repo Story Time",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/repo-story-time/SKILL.md",
+  "description": "Generate a comprehensive repository summary and narrative story from commit history",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/repo-story-time/SKILL.md"
+  }
+}
diff --git a/catalog/github/resemble-detect.json b/catalog/github/resemble-detect.json
new file mode 100644
index 0000000..afe5915
--- /dev/null
+++ b/catalog/github/resemble-detect.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:resemble-detect",
+  "displayName": "Resemble Detect",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/resemble-detect/SKILL.md",
+  "description": "Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/resemble-detect/SKILL.md"
+  }
+}
diff --git a/catalog/github/review-and-refactor.json b/catalog/github/review-and-refactor.json
new file mode 100644
index 0000000..f717f34
--- /dev/null
+++ b/catalog/github/review-and-refactor.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:review-and-refactor",
+  "displayName": "Review and Refactor",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/review-and-refactor/SKILL.md",
+  "description": "Review and refactor code in your project according to defined instructions",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/review-and-refactor/SKILL.md"
+  }
+}
diff --git a/catalog/github/reviewing-oracle-to-postgres-migration.json b/catalog/github/reviewing-oracle-to-postgres-migration.json
new file mode 100644
index 0000000..b02cf3a
--- /dev/null
+++ b/catalog/github/reviewing-oracle-to-postgres-migration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:reviewing-oracle-to-postgres-migration",
+  "displayName": "Reviewing Oracle to Postgres Migration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/reviewing-oracle-to-postgres-migration/SKILL.md",
+  "description": "Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/reviewing-oracle-to-postgres-migration/SKILL.md"
+  }
+}
diff --git a/catalog/github/rhino3d-scripts.json b/catalog/github/rhino3d-scripts.json
new file mode 100644
index 0000000..dcdd6c3
--- /dev/null
+++ b/catalog/github/rhino3d-scripts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:rhino3d-scripts",
+  "displayName": "Rhino3d Scripts",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/rhino3d-scripts/SKILL.md",
+  "description": "Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/rhino3d-scripts/SKILL.md"
+  }
+}
diff --git a/catalog/github/roundup-setup.json b/catalog/github/roundup-setup.json
new file mode 100644
index 0000000..b29eb3c
--- /dev/null
+++ b/catalog/github/roundup-setup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:roundup-setup",
+  "displayName": "Roundup Setup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/roundup-setup/SKILL.md",
+  "description": "Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/roundup-setup/SKILL.md"
+  }
+}
diff --git a/catalog/github/roundup.json b/catalog/github/roundup.json
new file mode 100644
index 0000000..fb53353
--- /dev/null
+++ b/catalog/github/roundup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:roundup",
+  "displayName": "Roundup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/roundup/SKILL.md",
+  "description": "Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/roundup/SKILL.md"
+  }
+}
diff --git a/catalog/github/ruby-mcp-server-generator.json b/catalog/github/ruby-mcp-server-generator.json
new file mode 100644
index 0000000..0e59f32
--- /dev/null
+++ b/catalog/github/ruby-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ruby-mcp-server-generator",
+  "displayName": "Ruby MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ruby-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ruby-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/ruff-recursive-fix.json b/catalog/github/ruff-recursive-fix.json
new file mode 100644
index 0000000..f448825
--- /dev/null
+++ b/catalog/github/ruff-recursive-fix.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ruff-recursive-fix",
+  "displayName": "Ruff Recursive Fix",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ruff-recursive-fix/SKILL.md",
+  "description": "Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ruff-recursive-fix/SKILL.md"
+  }
+}
diff --git a/catalog/github/rust-mcp-server-generator.json b/catalog/github/rust-mcp-server-generator.json
new file mode 100644
index 0000000..0d1e410
--- /dev/null
+++ b/catalog/github/rust-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:rust-mcp-server-generator",
+  "displayName": "Rust MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/rust-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/rust-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/salesforce-apex-quality.json b/catalog/github/salesforce-apex-quality.json
new file mode 100644
index 0000000..ba4ae4a
--- /dev/null
+++ b/catalog/github/salesforce-apex-quality.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:salesforce-apex-quality",
+  "displayName": "Salesforce Apex Quality",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/salesforce-apex-quality/SKILL.md",
+  "description": "Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/salesforce-apex-quality/SKILL.md"
+  }
+}
diff --git a/catalog/github/salesforce-component-standards.json b/catalog/github/salesforce-component-standards.json
new file mode 100644
index 0000000..373027f
--- /dev/null
+++ b/catalog/github/salesforce-component-standards.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:salesforce-component-standards",
+  "displayName": "Salesforce Component Standards",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/salesforce-component-standards/SKILL.md",
+  "description": "Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/salesforce-component-standards/SKILL.md"
+  }
+}
diff --git a/catalog/github/salesforce-flow-design.json b/catalog/github/salesforce-flow-design.json
new file mode 100644
index 0000000..e4a08c5
--- /dev/null
+++ b/catalog/github/salesforce-flow-design.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:salesforce-flow-design",
+  "displayName": "Salesforce Flow Design",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/salesforce-flow-design/SKILL.md",
+  "description": "Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/salesforce-flow-design/SKILL.md"
+  }
+}
diff --git a/catalog/github/sandbox-npm-install.json b/catalog/github/sandbox-npm-install.json
new file mode 100644
index 0000000..1624b20
--- /dev/null
+++ b/catalog/github/sandbox-npm-install.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:sandbox-npm-install",
+  "displayName": "Sandbox NPM Install",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/sandbox-npm-install/SKILL.md",
+  "description": "Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/sandbox-npm-install/SKILL.md"
+  }
+}
diff --git a/catalog/github/scaffolding-oracle-to-postgres-migration-test-project.json b/catalog/github/scaffolding-oracle-to-postgres-migration-test-project.json
new file mode 100644
index 0000000..fff332a
--- /dev/null
+++ b/catalog/github/scaffolding-oracle-to-postgres-migration-test-project.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:scaffolding-oracle-to-postgres-migration-test-project",
+  "displayName": "Scaffolding Oracle to Postgres Migration Test Project",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/scaffolding-oracle-to-postgres-migration-test-project/SKILL.md",
+  "description": "Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/scaffolding-oracle-to-postgres-migration-test-project/SKILL.md"
+  }
+}
diff --git a/catalog/github/scoutqa-test.json b/catalog/github/scoutqa-test.json
new file mode 100644
index 0000000..961e3a0
--- /dev/null
+++ b/catalog/github/scoutqa-test.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:scoutqa-test",
+  "displayName": "Scoutqa Test",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/scoutqa-test/SKILL.md",
+  "description": "This skill should be used when the user asks to \"test this website\", \"run exploratory testing\", \"check for accessibility issues\", \"verify the login flow",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/scoutqa-test/SKILL.md"
+  }
+}
diff --git a/catalog/github/screen-recording.json b/catalog/github/screen-recording.json
new file mode 100644
index 0000000..6235435
--- /dev/null
+++ b/catalog/github/screen-recording.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:screen-recording",
+  "displayName": "Screen Recording",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/screen-recording/SKILL.md",
+  "description": "Create annotated animated GIF demos and screen recordings for pull requests and documentation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/screen-recording/SKILL.md"
+  }
+}
diff --git a/catalog/github/secret-scanning.json b/catalog/github/secret-scanning.json
new file mode 100644
index 0000000..68e0c9e
--- /dev/null
+++ b/catalog/github/secret-scanning.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:secret-scanning",
+  "displayName": "Secret Scanning",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/secret-scanning/SKILL.md",
+  "description": "Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/secret-scanning/SKILL.md"
+  }
+}
diff --git a/catalog/github/security-review.json b/catalog/github/security-review.json
new file mode 100644
index 0000000..4404be8
--- /dev/null
+++ b/catalog/github/security-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:security-review",
+  "displayName": "Security Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/security-review/SKILL.md",
+  "description": "AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/security-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/semantic-kernel.json b/catalog/github/semantic-kernel.json
new file mode 100644
index 0000000..54002ae
--- /dev/null
+++ b/catalog/github/semantic-kernel.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:semantic-kernel",
+  "displayName": "Semantic Kernel",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/semantic-kernel/SKILL.md",
+  "description": "Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/semantic-kernel/SKILL.md"
+  }
+}
diff --git a/catalog/github/setup-my-iq.json b/catalog/github/setup-my-iq.json
new file mode 100644
index 0000000..a236d56
--- /dev/null
+++ b/catalog/github/setup-my-iq.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:setup-my-iq",
+  "displayName": "Setup My Iq",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/setup-my-iq/SKILL.md",
+  "description": "Create, set up, or update the personal context portfolio: structured markdown files describing who you are, how you work, your teams, and your tool/ADO.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/setup-my-iq/SKILL.md"
+  }
+}
diff --git a/catalog/github/shuffle-json-data.json b/catalog/github/shuffle-json-data.json
new file mode 100644
index 0000000..40106e3
--- /dev/null
+++ b/catalog/github/shuffle-json-data.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:shuffle-json-data",
+  "displayName": "Shuffle JSON Data",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/shuffle-json-data/SKILL.md",
+  "description": "Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/shuffle-json-data/SKILL.md"
+  }
+}
diff --git a/catalog/github/signal-write.json b/catalog/github/signal-write.json
new file mode 100644
index 0000000..6d00c59
--- /dev/null
+++ b/catalog/github/signal-write.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:signal-write",
+  "displayName": "Signal Write",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/signal-write/SKILL.md",
+  "description": "Emit structured agent signals — hands-up, blocked, done, checkpoint, partnership.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/signal-write/SKILL.md"
+  }
+}
diff --git a/catalog/github/slang-shader-engineer.json b/catalog/github/slang-shader-engineer.json
new file mode 100644
index 0000000..4d94ca3
--- /dev/null
+++ b/catalog/github/slang-shader-engineer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:slang-shader-engineer",
+  "displayName": "Slang Shader Engineer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/slang-shader-engineer/SKILL.md",
+  "description": "Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/slang-shader-engineer/SKILL.md"
+  }
+}
diff --git a/catalog/github/snowflake-semanticview.json b/catalog/github/snowflake-semanticview.json
new file mode 100644
index 0000000..654c27a
--- /dev/null
+++ b/catalog/github/snowflake-semanticview.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:snowflake-semanticview",
+  "displayName": "Snowflake Semanticview",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/snowflake-semanticview/SKILL.md",
+  "description": "Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow).",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/snowflake-semanticview/SKILL.md"
+  }
+}
diff --git a/catalog/github/sponsor-finder.json b/catalog/github/sponsor-finder.json
new file mode 100644
index 0000000..42962c3
--- /dev/null
+++ b/catalog/github/sponsor-finder.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:sponsor-finder",
+  "displayName": "Sponsor Finder",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/sponsor-finder/SKILL.md",
+  "description": "Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/sponsor-finder/SKILL.md"
+  }
+}
diff --git a/catalog/github/spring-boot-testing.json b/catalog/github/spring-boot-testing.json
new file mode 100644
index 0000000..67909b4
--- /dev/null
+++ b/catalog/github/spring-boot-testing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:spring-boot-testing",
+  "displayName": "Spring Boot Testing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/spring-boot-testing/SKILL.md",
+  "description": "Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/spring-boot-testing/SKILL.md"
+  }
+}
diff --git a/catalog/github/sql-code-review.json b/catalog/github/sql-code-review.json
new file mode 100644
index 0000000..c23a6e1
--- /dev/null
+++ b/catalog/github/sql-code-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:sql-code-review",
+  "displayName": "SQL Code Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/sql-code-review/SKILL.md",
+  "description": "Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/sql-code-review/SKILL.md"
+  }
+}
diff --git a/catalog/github/sql-optimization.json b/catalog/github/sql-optimization.json
new file mode 100644
index 0000000..3411445
--- /dev/null
+++ b/catalog/github/sql-optimization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:sql-optimization",
+  "displayName": "SQL Optimization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/sql-optimization/SKILL.md",
+  "description": "Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/sql-optimization/SKILL.md"
+  }
+}
diff --git a/catalog/github/sql-server-table-reconciliation.json b/catalog/github/sql-server-table-reconciliation.json
new file mode 100644
index 0000000..687b171
--- /dev/null
+++ b/catalog/github/sql-server-table-reconciliation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:sql-server-table-reconciliation",
+  "displayName": "SQL Server Table Reconciliation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/sql-server-table-reconciliation/SKILL.md",
+  "description": "Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/sql-server-table-reconciliation/SKILL.md"
+  }
+}
diff --git a/catalog/github/ssma-console.json b/catalog/github/ssma-console.json
new file mode 100644
index 0000000..d915255
--- /dev/null
+++ b/catalog/github/ssma-console.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ssma-console",
+  "displayName": "Ssma Console",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ssma-console/SKILL.md",
+  "description": "Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ssma-console/SKILL.md"
+  }
+}
diff --git a/catalog/github/steno-mode.json b/catalog/github/steno-mode.json
new file mode 100644
index 0000000..35e79fc
--- /dev/null
+++ b/catalog/github/steno-mode.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:steno-mode",
+  "displayName": "Steno Mode",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/steno-mode/SKILL.md",
+  "description": "Shorthand-first response compression that cuts ~40% of response tokens while preserving technical precision and exact literals.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/steno-mode/SKILL.md"
+  }
+}
diff --git a/catalog/github/structured-autonomy-generate.json b/catalog/github/structured-autonomy-generate.json
new file mode 100644
index 0000000..258f8a1
--- /dev/null
+++ b/catalog/github/structured-autonomy-generate.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:structured-autonomy-generate",
+  "displayName": "Structured Autonomy Generate",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/structured-autonomy-generate/SKILL.md",
+  "description": "Structured Autonomy Implementation Generator Prompt",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/structured-autonomy-generate/SKILL.md"
+  }
+}
diff --git a/catalog/github/structured-autonomy-implement.json b/catalog/github/structured-autonomy-implement.json
new file mode 100644
index 0000000..5f1d5b9
--- /dev/null
+++ b/catalog/github/structured-autonomy-implement.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:structured-autonomy-implement",
+  "displayName": "Structured Autonomy Implement",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/structured-autonomy-implement/SKILL.md",
+  "description": "Structured Autonomy Implementation Prompt",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/structured-autonomy-implement/SKILL.md"
+  }
+}
diff --git a/catalog/github/structured-autonomy-plan.json b/catalog/github/structured-autonomy-plan.json
new file mode 100644
index 0000000..087b1ee
--- /dev/null
+++ b/catalog/github/structured-autonomy-plan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:structured-autonomy-plan",
+  "displayName": "Structured Autonomy Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/structured-autonomy-plan/SKILL.md",
+  "description": "Structured Autonomy Planning Prompt",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/structured-autonomy-plan/SKILL.md"
+  }
+}
diff --git a/catalog/github/suggest-awesome-github-copilot-agents.json b/catalog/github/suggest-awesome-github-copilot-agents.json
new file mode 100644
index 0000000..e7380e8
--- /dev/null
+++ b/catalog/github/suggest-awesome-github-copilot-agents.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:suggest-awesome-github-copilot-agents",
+  "displayName": "Suggest Awesome GitHub Copilot Agents",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/suggest-awesome-github-copilot-agents/SKILL.md",
+  "description": "Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/suggest-awesome-github-copilot-agents/SKILL.md"
+  }
+}
diff --git a/catalog/github/suggest-awesome-github-copilot-instructions.json b/catalog/github/suggest-awesome-github-copilot-instructions.json
new file mode 100644
index 0000000..97eb6d3
--- /dev/null
+++ b/catalog/github/suggest-awesome-github-copilot-instructions.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:suggest-awesome-github-copilot-instructions",
+  "displayName": "Suggest Awesome GitHub Copilot Instructions",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/suggest-awesome-github-copilot-instructions/SKILL.md",
+  "description": "Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/suggest-awesome-github-copilot-instructions/SKILL.md"
+  }
+}
diff --git a/catalog/github/suggest-awesome-github-copilot-skills.json b/catalog/github/suggest-awesome-github-copilot-skills.json
new file mode 100644
index 0000000..ae14734
--- /dev/null
+++ b/catalog/github/suggest-awesome-github-copilot-skills.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:suggest-awesome-github-copilot-skills",
+  "displayName": "Suggest Awesome GitHub Copilot Skills",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/suggest-awesome-github-copilot-skills/SKILL.md",
+  "description": "Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/suggest-awesome-github-copilot-skills/SKILL.md"
+  }
+}
diff --git a/catalog/github/swift-mcp-server-generator.json b/catalog/github/swift-mcp-server-generator.json
new file mode 100644
index 0000000..e0ce432
--- /dev/null
+++ b/catalog/github/swift-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:swift-mcp-server-generator",
+  "displayName": "Swift MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/swift-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/swift-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/technical-job-search.json b/catalog/github/technical-job-search.json
new file mode 100644
index 0000000..b94a5aa
--- /dev/null
+++ b/catalog/github/technical-job-search.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:technical-job-search",
+  "displayName": "Technical Job Search",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/technical-job-search/SKILL.md",
+  "description": "Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing a...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/technical-job-search/SKILL.md"
+  }
+}
diff --git a/catalog/github/technology-stack-blueprint-generator.json b/catalog/github/technology-stack-blueprint-generator.json
new file mode 100644
index 0000000..073aa8c
--- /dev/null
+++ b/catalog/github/technology-stack-blueprint-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:technology-stack-blueprint-generator",
+  "displayName": "Technology Stack Blueprint Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/technology-stack-blueprint-generator/SKILL.md",
+  "description": "Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/technology-stack-blueprint-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/terraform-azurerm-set-diff-analyzer.json b/catalog/github/terraform-azurerm-set-diff-analyzer.json
new file mode 100644
index 0000000..996617b
--- /dev/null
+++ b/catalog/github/terraform-azurerm-set-diff-analyzer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:terraform-azurerm-set-diff-analyzer",
+  "displayName": "Terraform Azurerm Set Diff Analyzer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/terraform-azurerm-set-diff-analyzer/SKILL.md",
+  "description": "Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/terraform-azurerm-set-diff-analyzer/SKILL.md"
+  }
+}
diff --git a/catalog/github/threat-model-analyst.json b/catalog/github/threat-model-analyst.json
new file mode 100644
index 0000000..74b97f0
--- /dev/null
+++ b/catalog/github/threat-model-analyst.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:threat-model-analyst",
+  "displayName": "Threat Model Analyst",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/threat-model-analyst/SKILL.md",
+  "description": "Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A..",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/threat-model-analyst/SKILL.md"
+  }
+}
diff --git a/catalog/github/tiny-stepping.json b/catalog/github/tiny-stepping.json
new file mode 100644
index 0000000..02c6fcd
--- /dev/null
+++ b/catalog/github/tiny-stepping.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:tiny-stepping",
+  "displayName": "Tiny Stepping",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/tiny-stepping/SKILL.md",
+  "description": "Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/tiny-stepping/SKILL.md"
+  }
+}
diff --git a/catalog/github/tldr-prompt.json b/catalog/github/tldr-prompt.json
new file mode 100644
index 0000000..277bfdf
--- /dev/null
+++ b/catalog/github/tldr-prompt.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:tldr-prompt",
+  "displayName": "Tldr Prompt",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/tldr-prompt/SKILL.md",
+  "description": "Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/tldr-prompt/SKILL.md"
+  }
+}
diff --git a/catalog/github/tm7-threat-model.json b/catalog/github/tm7-threat-model.json
new file mode 100644
index 0000000..f1583ab
--- /dev/null
+++ b/catalog/github/tm7-threat-model.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:tm7-threat-model",
+  "displayName": "Tm7 Threat Model",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/tm7-threat-model/SKILL.md",
+  "description": "Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/tm7-threat-model/SKILL.md"
+  }
+}
diff --git a/catalog/github/transloadit-media-processing.json b/catalog/github/transloadit-media-processing.json
new file mode 100644
index 0000000..b60bb76
--- /dev/null
+++ b/catalog/github/transloadit-media-processing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:transloadit-media-processing",
+  "displayName": "Transloadit Media Processing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/transloadit-media-processing/SKILL.md",
+  "description": "Process media files (video, audio, images, documents) using Transloadit.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/transloadit-media-processing/SKILL.md"
+  }
+}
diff --git a/catalog/github/typescript-mcp-server-generator.json b/catalog/github/typescript-mcp-server-generator.json
new file mode 100644
index 0000000..df019e0
--- /dev/null
+++ b/catalog/github/typescript-mcp-server-generator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:typescript-mcp-server-generator",
+  "displayName": "Typescript MCP Server Generator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/typescript-mcp-server-generator/SKILL.md",
+  "description": "Generate a complete MCP server project in TypeScript using the MCP TypeScript SDK v2 (@modelcontextprotocol/server) with tools, resources, and proper...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/typescript-mcp-server-generator/SKILL.md"
+  }
+}
diff --git a/catalog/github/typespec-api-operations.json b/catalog/github/typespec-api-operations.json
new file mode 100644
index 0000000..18a2dd4
--- /dev/null
+++ b/catalog/github/typespec-api-operations.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:typespec-api-operations",
+  "displayName": "Typespec API Operations",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/typespec-api-operations/SKILL.md",
+  "description": "Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/typespec-api-operations/SKILL.md"
+  }
+}
diff --git a/catalog/github/typespec-create-agent.json b/catalog/github/typespec-create-agent.json
new file mode 100644
index 0000000..9f5e276
--- /dev/null
+++ b/catalog/github/typespec-create-agent.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:typespec-create-agent",
+  "displayName": "Typespec Create Agent",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/typespec-create-agent/SKILL.md",
+  "description": "Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/typespec-create-agent/SKILL.md"
+  }
+}
diff --git a/catalog/github/typespec-create-api-plugin.json b/catalog/github/typespec-create-api-plugin.json
new file mode 100644
index 0000000..b0a6230
--- /dev/null
+++ b/catalog/github/typespec-create-api-plugin.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:typespec-create-api-plugin",
+  "displayName": "Typespec Create API Plugin",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/typespec-create-api-plugin/SKILL.md",
+  "description": "Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/typespec-create-api-plugin/SKILL.md"
+  }
+}
diff --git a/catalog/github/ui-screenshots.json b/catalog/github/ui-screenshots.json
new file mode 100644
index 0000000..7923f07
--- /dev/null
+++ b/catalog/github/ui-screenshots.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:ui-screenshots",
+  "displayName": "UI Screenshots",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/ui-screenshots/SKILL.md",
+  "description": "Capture screenshots of web apps during development using Playwright and PIL.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/ui-screenshots/SKILL.md"
+  }
+}
diff --git a/catalog/github/unit-test-vue-pinia.json b/catalog/github/unit-test-vue-pinia.json
new file mode 100644
index 0000000..dc12bbe
--- /dev/null
+++ b/catalog/github/unit-test-vue-pinia.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:unit-test-vue-pinia",
+  "displayName": "Unit Test Vue Pinia",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/unit-test-vue-pinia/SKILL.md",
+  "description": "Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/unit-test-vue-pinia/SKILL.md"
+  }
+}
diff --git a/catalog/github/update-avm-modules-in-bicep.json b/catalog/github/update-avm-modules-in-bicep.json
new file mode 100644
index 0000000..552a418
--- /dev/null
+++ b/catalog/github/update-avm-modules-in-bicep.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:update-avm-modules-in-bicep",
+  "displayName": "Update Avm Modules in Bicep",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/update-avm-modules-in-bicep/SKILL.md",
+  "description": "Update Azure Verified Modules (AVM) to latest versions in Bicep files.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/update-avm-modules-in-bicep/SKILL.md"
+  }
+}
diff --git a/catalog/github/update-implementation-plan.json b/catalog/github/update-implementation-plan.json
new file mode 100644
index 0000000..5e6fd64
--- /dev/null
+++ b/catalog/github/update-implementation-plan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:update-implementation-plan",
+  "displayName": "Update Implementation Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/update-implementation-plan/SKILL.md",
+  "description": "Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/update-implementation-plan/SKILL.md"
+  }
+}
diff --git a/catalog/github/update-llms.json b/catalog/github/update-llms.json
new file mode 100644
index 0000000..47b0ea1
--- /dev/null
+++ b/catalog/github/update-llms.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:update-llms",
+  "displayName": "Update Llms",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/update-llms/SKILL.md",
+  "description": "Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/update-llms/SKILL.md"
+  }
+}
diff --git a/catalog/github/update-markdown-file-index.json b/catalog/github/update-markdown-file-index.json
new file mode 100644
index 0000000..1f0259e
--- /dev/null
+++ b/catalog/github/update-markdown-file-index.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:update-markdown-file-index",
+  "displayName": "Update Markdown File Index",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/update-markdown-file-index/SKILL.md",
+  "description": "Update a markdown file section with an index/table of files from a specified folder.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/update-markdown-file-index/SKILL.md"
+  }
+}
diff --git a/catalog/github/update-specification.json b/catalog/github/update-specification.json
new file mode 100644
index 0000000..b13c470
--- /dev/null
+++ b/catalog/github/update-specification.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:update-specification",
+  "displayName": "Update Specification",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/update-specification/SKILL.md",
+  "description": "Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/update-specification/SKILL.md"
+  }
+}
diff --git a/catalog/github/vardoger-analyze.json b/catalog/github/vardoger-analyze.json
new file mode 100644
index 0000000..15f6fc6
--- /dev/null
+++ b/catalog/github/vardoger-analyze.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:vardoger-analyze",
+  "displayName": "Vardoger Analyze",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/vardoger-analyze/SKILL.md",
+  "description": "Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/vardoger-analyze/SKILL.md"
+  }
+}
diff --git a/catalog/github/vcpkg.json b/catalog/github/vcpkg.json
new file mode 100644
index 0000000..3e2600f
--- /dev/null
+++ b/catalog/github/vcpkg.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:vcpkg",
+  "displayName": "Vcpkg",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/vcpkg/SKILL.md",
+  "description": "Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/vcpkg/SKILL.md"
+  }
+}
diff --git a/catalog/github/vscode-ext-commands.json b/catalog/github/vscode-ext-commands.json
new file mode 100644
index 0000000..a9d6940
--- /dev/null
+++ b/catalog/github/vscode-ext-commands.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:vscode-ext-commands",
+  "displayName": "VS Code Ext Commands",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/vscode-ext-commands/SKILL.md",
+  "description": "Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/vscode-ext-commands/SKILL.md"
+  }
+}
diff --git a/catalog/github/vscode-ext-localization.json b/catalog/github/vscode-ext-localization.json
new file mode 100644
index 0000000..d985134
--- /dev/null
+++ b/catalog/github/vscode-ext-localization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:vscode-ext-localization",
+  "displayName": "VS Code Ext Localization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/vscode-ext-localization/SKILL.md",
+  "description": "Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/vscode-ext-localization/SKILL.md"
+  }
+}
diff --git a/catalog/github/web-design-reviewer.json b/catalog/github/web-design-reviewer.json
new file mode 100644
index 0000000..0db5a41
--- /dev/null
+++ b/catalog/github/web-design-reviewer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:web-design-reviewer",
+  "displayName": "Web Design Reviewer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/web-design-reviewer/SKILL.md",
+  "description": "This skill enables visual inspection of websites running locally or remotely to identify and fix design issues.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/web-design-reviewer/SKILL.md"
+  }
+}
diff --git a/catalog/github/webapp-testing.json b/catalog/github/webapp-testing.json
new file mode 100644
index 0000000..dc72ecf
--- /dev/null
+++ b/catalog/github/webapp-testing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:webapp-testing",
+  "displayName": "Webapp Testing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/webapp-testing/SKILL.md",
+  "description": "Toolkit for interacting with and testing local web applications using Playwright.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/webapp-testing/SKILL.md"
+  }
+}
diff --git a/catalog/github/webmcpify.json b/catalog/github/webmcpify.json
new file mode 100644
index 0000000..3094df1
--- /dev/null
+++ b/catalog/github/webmcpify.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:webmcpify",
+  "displayName": "Webmcpify",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/webmcpify/SKILL.md",
+  "description": "Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/webmcpify/SKILL.md"
+  }
+}
diff --git a/catalog/github/what-context-needed.json b/catalog/github/what-context-needed.json
new file mode 100644
index 0000000..7b30f52
--- /dev/null
+++ b/catalog/github/what-context-needed.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:what-context-needed",
+  "displayName": "What Context Needed",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/what-context-needed/SKILL.md",
+  "description": "Ask Copilot what files it needs to see before answering a question",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/what-context-needed/SKILL.md"
+  }
+}
diff --git a/catalog/github/winmd-api-search.json b/catalog/github/winmd-api-search.json
new file mode 100644
index 0000000..22b41c8
--- /dev/null
+++ b/catalog/github/winmd-api-search.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:winmd-api-search",
+  "displayName": "Winmd API Search",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/winmd-api-search/SKILL.md",
+  "description": "Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/winmd-api-search/SKILL.md"
+  }
+}
diff --git a/catalog/github/winui3-migration-guide.json b/catalog/github/winui3-migration-guide.json
new file mode 100644
index 0000000..0a58cf3
--- /dev/null
+++ b/catalog/github/winui3-migration-guide.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:winui3-migration-guide",
+  "displayName": "Winui3 Migration Guide",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/winui3-migration-guide/SKILL.md",
+  "description": "UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/winui3-migration-guide/SKILL.md"
+  }
+}
diff --git a/catalog/github/workiq-copilot.json b/catalog/github/workiq-copilot.json
new file mode 100644
index 0000000..ae274f3
--- /dev/null
+++ b/catalog/github/workiq-copilot.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:workiq-copilot",
+  "displayName": "Workiq Copilot",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/workiq-copilot/SKILL.md",
+  "description": "Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/workiq-copilot/SKILL.md"
+  }
+}
diff --git a/catalog/github/workshop-create.json b/catalog/github/workshop-create.json
new file mode 100644
index 0000000..fc06bea
--- /dev/null
+++ b/catalog/github/workshop-create.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:workshop-create",
+  "displayName": "Workshop Create",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/workshop-create/SKILL.md",
+  "description": "Create a new workshop or use an existing directory as one. Handles two paths: (A) use an existing local directory the operator points at, or (B) create.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/workshop-create/SKILL.md"
+  }
+}
diff --git a/catalog/github/write-coding-standards-from-file.json b/catalog/github/write-coding-standards-from-file.json
new file mode 100644
index 0000000..8eef3ed
--- /dev/null
+++ b/catalog/github/write-coding-standards-from-file.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:write-coding-standards-from-file",
+  "displayName": "Write Coding Standards From File",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/write-coding-standards-from-file/SKILL.md",
+  "description": "Write a coding standards document for a project using the coding styles from the file(s) and/or folder(s) passed as arguments in the prompt.",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/write-coding-standards-from-file/SKILL.md"
+  }
+}
diff --git a/catalog/github/x-twitter-scraper.json b/catalog/github/x-twitter-scraper.json
new file mode 100644
index 0000000..c6a8a4f
--- /dev/null
+++ b/catalog/github/x-twitter-scraper.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:github:awesome-copilot:x-twitter-scraper",
+  "displayName": "X Twitter Scraper",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/github/awesome-copilot/blob/main/skills/x-twitter-scraper/SKILL.md",
+  "description": "Build GitHub Copilot workflows with Xquik X API SDKs, REST endpoints, hosted Apify Actor runs, MCP tools, TweetClaw OpenClaw plugin installs, signed...",
+  "metadata": {
+    "sourceSet": "github/awesome-copilot",
+    "repoPath": "skills/x-twitter-scraper/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/adaptyv.json b/catalog/k-dense-ai/adaptyv.json
new file mode 100644
index 0000000..99e5a65
--- /dev/null
+++ b/catalog/k-dense-ai/adaptyv.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:adaptyv",
+  "displayName": "Adaptyv",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/adaptyv/SKILL.md",
+  "description": "How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/adaptyv/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/aeon.json b/catalog/k-dense-ai/aeon.json
new file mode 100644
index 0000000..f8afd81
--- /dev/null
+++ b/catalog/k-dense-ai/aeon.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:aeon",
+  "displayName": "Aeon",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/aeon/SKILL.md",
+  "description": "This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/aeon/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/analytical-method-validation.json b/catalog/k-dense-ai/analytical-method-validation.json
new file mode 100644
index 0000000..4f2ad8b
--- /dev/null
+++ b/catalog/k-dense-ai/analytical-method-validation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:analytical-method-validation",
+  "displayName": "Analytical Method Validation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/analytical-method-validation/SKILL.md",
+  "description": "Plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/analytical-method-validation/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/anndata.json b/catalog/k-dense-ai/anndata.json
new file mode 100644
index 0000000..3768a11
--- /dev/null
+++ b/catalog/k-dense-ai/anndata.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:anndata",
+  "displayName": "Anndata",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/anndata/SKILL.md",
+  "description": "Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/anndata/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/arbor.json b/catalog/k-dense-ai/arbor.json
new file mode 100644
index 0000000..4abc8a7
--- /dev/null
+++ b/catalog/k-dense-ai/arbor.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:arbor",
+  "displayName": "Arbor",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/arbor/SKILL.md",
+  "description": "Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/arbor/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/arboreto.json b/catalog/k-dense-ai/arboreto.json
new file mode 100644
index 0000000..7ca49c6
--- /dev/null
+++ b/catalog/k-dense-ai/arboreto.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:arboreto",
+  "displayName": "Arboreto",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/arboreto/SKILL.md",
+  "description": "Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/arboreto/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/astropy.json b/catalog/k-dense-ai/astropy.json
new file mode 100644
index 0000000..2e7d72b
--- /dev/null
+++ b/catalog/k-dense-ai/astropy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:astropy",
+  "displayName": "Astropy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/astropy/SKILL.md",
+  "description": "Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/astropy/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/autoskill.json b/catalog/k-dense-ai/autoskill.json
new file mode 100644
index 0000000..ce9ee8f
--- /dev/null
+++ b/catalog/k-dense-ai/autoskill.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:autoskill",
+  "displayName": "Autoskill",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/autoskill/SKILL.md",
+  "description": "Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/autoskill/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/benchling-integration.json b/catalog/k-dense-ai/benchling-integration.json
new file mode 100644
index 0000000..14d39f2
--- /dev/null
+++ b/catalog/k-dense-ai/benchling-integration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:benchling-integration",
+  "displayName": "Benchling Integration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/benchling-integration/SKILL.md",
+  "description": "Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/benchling-integration/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/bgpt-paper-search.json b/catalog/k-dense-ai/bgpt-paper-search.json
new file mode 100644
index 0000000..8b56912
--- /dev/null
+++ b/catalog/k-dense-ai/bgpt-paper-search.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:bgpt-paper-search",
+  "displayName": "Bgpt Paper Search",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/bgpt-paper-search/SKILL.md",
+  "description": "Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/bgpt-paper-search/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/bids.json b/catalog/k-dense-ai/bids.json
new file mode 100644
index 0000000..0afbfb7
--- /dev/null
+++ b/catalog/k-dense-ai/bids.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:bids",
+  "displayName": "Bids",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/bids/SKILL.md",
+  "description": "Use this skill when working with Brain Imaging Data Structure (BIDS) datasets: organizing neuroscience and biomedical data (MRI, EEG, MEG, iEEG, PET...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/bids/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/biopython.json b/catalog/k-dense-ai/biopython.json
new file mode 100644
index 0000000..01e6081
--- /dev/null
+++ b/catalog/k-dense-ai/biopython.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:biopython",
+  "displayName": "Biopython",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/biopython/SKILL.md",
+  "description": "Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/biopython/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/bioservices.json b/catalog/k-dense-ai/bioservices.json
new file mode 100644
index 0000000..3bfabef
--- /dev/null
+++ b/catalog/k-dense-ai/bioservices.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:bioservices",
+  "displayName": "Bioservices",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/bioservices/SKILL.md",
+  "description": "Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/bioservices/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/bulk-rnaseq.json b/catalog/k-dense-ai/bulk-rnaseq.json
new file mode 100644
index 0000000..a2240bf
--- /dev/null
+++ b/catalog/k-dense-ai/bulk-rnaseq.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:bulk-rnaseq",
+  "displayName": "Bulk Rnaseq",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/bulk-rnaseq/SKILL.md",
+  "description": "End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/bulk-rnaseq/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/cellxgene-census.json b/catalog/k-dense-ai/cellxgene-census.json
new file mode 100644
index 0000000..9375c67
--- /dev/null
+++ b/catalog/k-dense-ai/cellxgene-census.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:cellxgene-census",
+  "displayName": "Cellxgene Census",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/cellxgene-census/SKILL.md",
+  "description": "Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/cellxgene-census/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/cirq.json b/catalog/k-dense-ai/cirq.json
new file mode 100644
index 0000000..0daa41e
--- /dev/null
+++ b/catalog/k-dense-ai/cirq.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:cirq",
+  "displayName": "Cirq",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/cirq/SKILL.md",
+  "description": "Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/cirq/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/citation-management.json b/catalog/k-dense-ai/citation-management.json
new file mode 100644
index 0000000..dc370a8
--- /dev/null
+++ b/catalog/k-dense-ai/citation-management.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:citation-management",
+  "displayName": "Citation Management",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/citation-management/SKILL.md",
+  "description": "Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/citation-management/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/clinical-decision-support.json b/catalog/k-dense-ai/clinical-decision-support.json
new file mode 100644
index 0000000..8648cbb
--- /dev/null
+++ b/catalog/k-dense-ai/clinical-decision-support.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:clinical-decision-support",
+  "displayName": "Clinical Decision Support",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/clinical-decision-support/SKILL.md",
+  "description": "Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/clinical-decision-support/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/clinical-reports.json b/catalog/k-dense-ai/clinical-reports.json
new file mode 100644
index 0000000..f03a8bf
--- /dev/null
+++ b/catalog/k-dense-ai/clinical-reports.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:clinical-reports",
+  "displayName": "Clinical Reports",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/clinical-reports/SKILL.md",
+  "description": "Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/clinical-reports/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/cobrapy.json b/catalog/k-dense-ai/cobrapy.json
new file mode 100644
index 0000000..a45c94a
--- /dev/null
+++ b/catalog/k-dense-ai/cobrapy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:cobrapy",
+  "displayName": "Cobrapy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/cobrapy/SKILL.md",
+  "description": "Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/cobrapy/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/consciousness-council.json b/catalog/k-dense-ai/consciousness-council.json
new file mode 100644
index 0000000..30456a7
--- /dev/null
+++ b/catalog/k-dense-ai/consciousness-council.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:consciousness-council",
+  "displayName": "Consciousness Council",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/consciousness-council/SKILL.md",
+  "description": "Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/consciousness-council/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/dask.json b/catalog/k-dense-ai/dask.json
new file mode 100644
index 0000000..92c4e42
--- /dev/null
+++ b/catalog/k-dense-ai/dask.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:dask",
+  "displayName": "Dask",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/dask/SKILL.md",
+  "description": "Distributed computing for larger-than-RAM pandas/NumPy workflows.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/dask/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/database-lookup.json b/catalog/k-dense-ai/database-lookup.json
new file mode 100644
index 0000000..7f17dd4
--- /dev/null
+++ b/catalog/k-dense-ai/database-lookup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:database-lookup",
+  "displayName": "Database Lookup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/database-lookup/SKILL.md",
+  "description": "Query documented public database APIs with explicit endpoints, filters, pagination, and provenance.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/database-lookup/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/datamol.json b/catalog/k-dense-ai/datamol.json
new file mode 100644
index 0000000..c808e2e
--- /dev/null
+++ b/catalog/k-dense-ai/datamol.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:datamol",
+  "displayName": "Datamol",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/datamol/SKILL.md",
+  "description": "Pythonic wrapper around RDKit with simplified interface and sensible defaults.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/datamol/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/deepchem.json b/catalog/k-dense-ai/deepchem.json
new file mode 100644
index 0000000..cd0d096
--- /dev/null
+++ b/catalog/k-dense-ai/deepchem.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:deepchem",
+  "displayName": "Deepchem",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/deepchem/SKILL.md",
+  "description": "Molecular ML with diverse featurizers and pre-built datasets.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/deepchem/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/deeptools.json b/catalog/k-dense-ai/deeptools.json
new file mode 100644
index 0000000..1ba5a80
--- /dev/null
+++ b/catalog/k-dense-ai/deeptools.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:deeptools",
+  "displayName": "Deeptools",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/deeptools/SKILL.md",
+  "description": "NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/deeptools/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/depmap.json b/catalog/k-dense-ai/depmap.json
new file mode 100644
index 0000000..d10f1c8
--- /dev/null
+++ b/catalog/k-dense-ai/depmap.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:depmap",
+  "displayName": "Depmap",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/depmap/SKILL.md",
+  "description": "Query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene effect profiles.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/depmap/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/dhdna-profiler.json b/catalog/k-dense-ai/dhdna-profiler.json
new file mode 100644
index 0000000..debe5bf
--- /dev/null
+++ b/catalog/k-dense-ai/dhdna-profiler.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:dhdna-profiler",
+  "displayName": "Dhdna Profiler",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/dhdna-profiler/SKILL.md",
+  "description": "Extract cognitive patterns and thinking fingerprints from any text.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/dhdna-profiler/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/diffdock.json b/catalog/k-dense-ai/diffdock.json
new file mode 100644
index 0000000..b548335
--- /dev/null
+++ b/catalog/k-dense-ai/diffdock.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:diffdock",
+  "displayName": "Diffdock",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/diffdock/SKILL.md",
+  "description": "DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/diffdock/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/dnanexus-integration.json b/catalog/k-dense-ai/dnanexus-integration.json
new file mode 100644
index 0000000..e91ce91
--- /dev/null
+++ b/catalog/k-dense-ai/dnanexus-integration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:dnanexus-integration",
+  "displayName": "Dnanexus Integration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/dnanexus-integration/SKILL.md",
+  "description": "Build and operate reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows, dxCompiler, and Nextflow.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/dnanexus-integration/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/docx.json b/catalog/k-dense-ai/docx.json
new file mode 100644
index 0000000..dfdb2ef
--- /dev/null
+++ b/catalog/k-dense-ai/docx.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:docx",
+  "displayName": "Docx",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/docx/SKILL.md",
+  "description": "Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/docx/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/esm.json b/catalog/k-dense-ai/esm.json
new file mode 100644
index 0000000..bc3e174
--- /dev/null
+++ b/catalog/k-dense-ai/esm.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:esm",
+  "displayName": "Esm",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/esm/SKILL.md",
+  "description": "Use when working directly with the `esm` Python SDK, ESM3 or ESMC model IDs, Forge/Biohub inference clients, or ESMFold2 folding workflows.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/esm/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/etetoolkit.json b/catalog/k-dense-ai/etetoolkit.json
new file mode 100644
index 0000000..c036e72
--- /dev/null
+++ b/catalog/k-dense-ai/etetoolkit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:etetoolkit",
+  "displayName": "Etetoolkit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/etetoolkit/SKILL.md",
+  "description": "Analyze, manipulate, compare, annotate, and visualize phylogenetic or other hierarchical trees with ETE 4.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/etetoolkit/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/exa-search.json b/catalog/k-dense-ai/exa-search.json
new file mode 100644
index 0000000..8561864
--- /dev/null
+++ b/catalog/k-dense-ai/exa-search.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:exa-search",
+  "displayName": "Exa Search",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/exa-search/SKILL.md",
+  "description": "Web toolkit powered by Exa, tuned for scientific and technical content.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/exa-search/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/experimental-design.json b/catalog/k-dense-ai/experimental-design.json
new file mode 100644
index 0000000..d5f2283
--- /dev/null
+++ b/catalog/k-dense-ai/experimental-design.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:experimental-design",
+  "displayName": "Experimental Design",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/experimental-design/SKILL.md",
+  "description": "Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/experimental-design/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/exploratory-data-analysis.json b/catalog/k-dense-ai/exploratory-data-analysis.json
new file mode 100644
index 0000000..5b6749e
--- /dev/null
+++ b/catalog/k-dense-ai/exploratory-data-analysis.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:exploratory-data-analysis",
+  "displayName": "Exploratory Data Analysis",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/exploratory-data-analysis/SKILL.md",
+  "description": "Perform bounded, local exploratory analysis of explicitly supported scientific files.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/exploratory-data-analysis/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/flowio.json b/catalog/k-dense-ai/flowio.json
new file mode 100644
index 0000000..3e45403
--- /dev/null
+++ b/catalog/k-dense-ai/flowio.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:flowio",
+  "displayName": "Flowio",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/flowio/SKILL.md",
+  "description": "Read, inspect, and write Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/flowio/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/fluidsim.json b/catalog/k-dense-ai/fluidsim.json
new file mode 100644
index 0000000..3f6fc8b
--- /dev/null
+++ b/catalog/k-dense-ai/fluidsim.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:fluidsim",
+  "displayName": "Fluidsim",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/fluidsim/SKILL.md",
+  "description": "Plan, configure, inspect, restart, and analyze bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC safety",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/fluidsim/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/generate-image.json b/catalog/k-dense-ai/generate-image.json
new file mode 100644
index 0000000..32f6781
--- /dev/null
+++ b/catalog/k-dense-ai/generate-image.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:generate-image",
+  "displayName": "Generate Image",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/generate-image/SKILL.md",
+  "description": "Generate or edit images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverflow).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/generate-image/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/geniml.json b/catalog/k-dense-ai/geniml.json
new file mode 100644
index 0000000..cb32643
--- /dev/null
+++ b/catalog/k-dense-ai/geniml.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:geniml",
+  "displayName": "Geniml",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/geniml/SKILL.md",
+  "description": "Use Geniml for audited local genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs, inspect model/tokenizer..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/geniml/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/genomic-coordinates.json b/catalog/k-dense-ai/genomic-coordinates.json
new file mode 100644
index 0000000..4b01dbc
--- /dev/null
+++ b/catalog/k-dense-ai/genomic-coordinates.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:genomic-coordinates",
+  "displayName": "Genomic Coordinates",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/genomic-coordinates/SKILL.md",
+  "description": "Convert genomic intervals between coordinate conventions, normalise and compare variant representations, and detect assembly or contig-naming mismatches",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/genomic-coordinates/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/genomic-intelligence.json b/catalog/k-dense-ai/genomic-intelligence.json
new file mode 100644
index 0000000..3eeca02
--- /dev/null
+++ b/catalog/k-dense-ai/genomic-intelligence.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:genomic-intelligence",
+  "displayName": "Genomic Intelligence",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/genomic-intelligence/SKILL.md",
+  "description": "Predict regulatory features, gene structure, and expression directly from DNA sequence using Genomic Intelligence's hosted transformer DNA language...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/genomic-intelligence/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/geomaster.json b/catalog/k-dense-ai/geomaster.json
new file mode 100644
index 0000000..ce717df
--- /dev/null
+++ b/catalog/k-dense-ai/geomaster.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:geomaster",
+  "displayName": "Geomaster",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/geomaster/SKILL.md",
+  "description": "Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/geomaster/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/geopandas.json b/catalog/k-dense-ai/geopandas.json
new file mode 100644
index 0000000..807c727
--- /dev/null
+++ b/catalog/k-dense-ai/geopandas.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:geopandas",
+  "displayName": "Geopandas",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/geopandas/SKILL.md",
+  "description": "Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/geopandas/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/get-available-resources.json b/catalog/k-dense-ai/get-available-resources.json
new file mode 100644
index 0000000..075465d
--- /dev/null
+++ b/catalog/k-dense-ai/get-available-resources.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:get-available-resources",
+  "displayName": "Get Available Resources",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/get-available-resources/SKILL.md",
+  "description": "Detect host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks for resource-aware planning or...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/get-available-resources/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/gget.json b/catalog/k-dense-ai/gget.json
new file mode 100644
index 0000000..e9f2d10
--- /dev/null
+++ b/catalog/k-dense-ai/gget.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:gget",
+  "displayName": "Gget",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/gget/SKILL.md",
+  "description": "Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST/BLAT, viral sequence downloads, AlphaFold structures...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/gget/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/ginkgo-cloud-lab.json b/catalog/k-dense-ai/ginkgo-cloud-lab.json
new file mode 100644
index 0000000..1b99717
--- /dev/null
+++ b/catalog/k-dense-ai/ginkgo-cloud-lab.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:ginkgo-cloud-lab",
+  "displayName": "Ginkgo Cloud Lab",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/ginkgo-cloud-lab/SKILL.md",
+  "description": "Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/ginkgo-cloud-lab/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/glycoengineering.json b/catalog/k-dense-ai/glycoengineering.json
new file mode 100644
index 0000000..f2c9267
--- /dev/null
+++ b/catalog/k-dense-ai/glycoengineering.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:glycoengineering",
+  "displayName": "Glycoengineering",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/glycoengineering/SKILL.md",
+  "description": "Analyze and engineer protein glycosylation. Scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and access curated..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/glycoengineering/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/gtars.json b/catalog/k-dense-ai/gtars.json
new file mode 100644
index 0000000..a924520
--- /dev/null
+++ b/catalog/k-dense-ai/gtars.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:gtars",
+  "displayName": "Gtars",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/gtars/SKILL.md",
+  "description": "Use Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/gtars/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/histolab.json b/catalog/k-dense-ai/histolab.json
new file mode 100644
index 0000000..359090e
--- /dev/null
+++ b/catalog/k-dense-ai/histolab.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:histolab",
+  "displayName": "Histolab",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/histolab/SKILL.md",
+  "description": "Lightweight WSI tile extraction and preprocessing. Use for basic slide processing, tissue detection, tile extraction, and stain normalization for H&E...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/histolab/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/hugging-science.json b/catalog/k-dense-ai/hugging-science.json
new file mode 100644
index 0000000..3f2c66f
--- /dev/null
+++ b/catalog/k-dense-ai/hugging-science.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:hugging-science",
+  "displayName": "Hugging Science",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/hugging-science/SKILL.md",
+  "description": "Use when the user is doing AI/ML work in a scientific domain such as biology, chemistry, physics, astronomy, climate, genomics, materials, medicine...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/hugging-science/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/hypogenic.json b/catalog/k-dense-ai/hypogenic.json
new file mode 100644
index 0000000..f1d2268
--- /dev/null
+++ b/catalog/k-dense-ai/hypogenic.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:hypogenic",
+  "displayName": "Hypogenic",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/hypogenic/SKILL.md",
+  "description": "Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/hypogenic/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/hypothesis-generation.json b/catalog/k-dense-ai/hypothesis-generation.json
new file mode 100644
index 0000000..fd1cf8c
--- /dev/null
+++ b/catalog/k-dense-ai/hypothesis-generation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:hypothesis-generation",
+  "displayName": "Hypothesis Generation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/hypothesis-generation/SKILL.md",
+  "description": "Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/hypothesis-generation/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/imaging-data-commons.json b/catalog/k-dense-ai/imaging-data-commons.json
new file mode 100644
index 0000000..508babf
--- /dev/null
+++ b/catalog/k-dense-ai/imaging-data-commons.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:imaging-data-commons",
+  "displayName": "Imaging Data Commons",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/imaging-data-commons/SKILL.md",
+  "description": "Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/imaging-data-commons/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/infographics.json b/catalog/k-dense-ai/infographics.json
new file mode 100644
index 0000000..dbe1346
--- /dev/null
+++ b/catalog/k-dense-ai/infographics.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:infographics",
+  "displayName": "Infographics",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/infographics/SKILL.md",
+  "description": "Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/infographics/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/iso-standards-readiness.json b/catalog/k-dense-ai/iso-standards-readiness.json
new file mode 100644
index 0000000..71e9449
--- /dev/null
+++ b/catalog/k-dense-ai/iso-standards-readiness.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:iso-standards-readiness",
+  "displayName": "Iso Standards Readiness",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/iso-standards-readiness/SKILL.md",
+  "description": "Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/iso-standards-readiness/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/labarchive-integration.json b/catalog/k-dense-ai/labarchive-integration.json
new file mode 100644
index 0000000..a3e591e
--- /dev/null
+++ b/catalog/k-dense-ai/labarchive-integration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:labarchive-integration",
+  "displayName": "Labarchive Integration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/labarchive-integration/SKILL.md",
+  "description": "Securely integrate with the official LabArchives ELN REST-like API and Inventory API v1.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/labarchive-integration/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/lamindb.json b/catalog/k-dense-ai/lamindb.json
new file mode 100644
index 0000000..4aa0087
--- /dev/null
+++ b/catalog/k-dense-ai/lamindb.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:lamindb",
+  "displayName": "Lamindb",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/lamindb/SKILL.md",
+  "description": "Use when working with LaminDB, the open-source lineage-native lakehouse for biological datasets and models.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/lamindb/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/latchbio-integration.json b/catalog/k-dense-ai/latchbio-integration.json
new file mode 100644
index 0000000..61d1004
--- /dev/null
+++ b/catalog/k-dense-ai/latchbio-integration.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:latchbio-integration",
+  "displayName": "Latchbio Integration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/latchbio-integration/SKILL.md",
+  "description": "Build, register, debug, and operate bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/latchbio-integration/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/latex-posters.json b/catalog/k-dense-ai/latex-posters.json
new file mode 100644
index 0000000..d20d40a
--- /dev/null
+++ b/catalog/k-dense-ai/latex-posters.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:latex-posters",
+  "displayName": "LaTeX Posters",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/latex-posters/SKILL.md",
+  "description": "Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/latex-posters/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/liteparse.json b/catalog/k-dense-ai/liteparse.json
new file mode 100644
index 0000000..92f6176
--- /dev/null
+++ b/catalog/k-dense-ai/liteparse.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:liteparse",
+  "displayName": "Liteparse",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/liteparse/SKILL.md",
+  "description": "Local document and PDF parsing that returns spatial text with bounding boxes.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/liteparse/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/literature-review.json b/catalog/k-dense-ai/literature-review.json
new file mode 100644
index 0000000..6581464
--- /dev/null
+++ b/catalog/k-dense-ai/literature-review.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:literature-review",
+  "displayName": "Literature Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/literature-review/SKILL.md",
+  "description": "Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/literature-review/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/markdown-mermaid-writing.json b/catalog/k-dense-ai/markdown-mermaid-writing.json
new file mode 100644
index 0000000..bd5908b
--- /dev/null
+++ b/catalog/k-dense-ai/markdown-mermaid-writing.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:markdown-mermaid-writing",
+  "displayName": "Markdown Mermaid Writing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/markdown-mermaid-writing/SKILL.md",
+  "description": "Comprehensive markdown and Mermaid diagram writing skill. Use when creating any scientific document, report, analysis, or visualization.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/markdown-mermaid-writing/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/market-research-reports.json b/catalog/k-dense-ai/market-research-reports.json
new file mode 100644
index 0000000..918d726
--- /dev/null
+++ b/catalog/k-dense-ai/market-research-reports.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:market-research-reports",
+  "displayName": "Market Research Reports",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/market-research-reports/SKILL.md",
+  "description": "Build evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/market-research-reports/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/markitdown.json b/catalog/k-dense-ai/markitdown.json
new file mode 100644
index 0000000..55067ae
--- /dev/null
+++ b/catalog/k-dense-ai/markitdown.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:markitdown",
+  "displayName": "Markitdown",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/markitdown/SKILL.md",
+  "description": "Convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/markitdown/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/matchms.json b/catalog/k-dense-ai/matchms.json
new file mode 100644
index 0000000..ffb46b7
--- /dev/null
+++ b/catalog/k-dense-ai/matchms.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:matchms",
+  "displayName": "Matchms",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/matchms/SKILL.md",
+  "description": "Process, clean, compare, and search tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/matchms/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/matlab.json b/catalog/k-dense-ai/matlab.json
new file mode 100644
index 0000000..02e612d
--- /dev/null
+++ b/catalog/k-dense-ai/matlab.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:matlab",
+  "displayName": "Matlab",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/matlab/SKILL.md",
+  "description": "Build, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays, tabular/time data, tests, projects, graphics, MAT...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/matlab/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/matplotlib.json b/catalog/k-dense-ai/matplotlib.json
new file mode 100644
index 0000000..88952d1
--- /dev/null
+++ b/catalog/k-dense-ai/matplotlib.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:matplotlib",
+  "displayName": "Matplotlib",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/matplotlib/SKILL.md",
+  "description": "Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/matplotlib/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/medchem.json b/catalog/k-dense-ai/medchem.json
new file mode 100644
index 0000000..2001e18
--- /dev/null
+++ b/catalog/k-dense-ai/medchem.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:medchem",
+  "displayName": "Medchem",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/medchem/SKILL.md",
+  "description": "Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS), structural alert catalogs (PAINS, NIBR, ChEMBL)...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/medchem/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/modal.json b/catalog/k-dense-ai/modal.json
new file mode 100644
index 0000000..034bacc
--- /dev/null
+++ b/catalog/k-dense-ai/modal.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:modal",
+  "displayName": "Modal",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/modal/SKILL.md",
+  "description": "Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/modal/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/molecular-dynamics.json b/catalog/k-dense-ai/molecular-dynamics.json
new file mode 100644
index 0000000..0d86823
--- /dev/null
+++ b/catalog/k-dense-ai/molecular-dynamics.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:molecular-dynamics",
+  "displayName": "Molecular Dynamics",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/molecular-dynamics/SKILL.md",
+  "description": "Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/molecular-dynamics/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/molfeat.json b/catalog/k-dense-ai/molfeat.json
new file mode 100644
index 0000000..658033c
--- /dev/null
+++ b/catalog/k-dense-ai/molfeat.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:molfeat",
+  "displayName": "Molfeat",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/molfeat/SKILL.md",
+  "description": "Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/molfeat/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/networkx.json b/catalog/k-dense-ai/networkx.json
new file mode 100644
index 0000000..a9c6af7
--- /dev/null
+++ b/catalog/k-dense-ai/networkx.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:networkx",
+  "displayName": "Networkx",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/networkx/SKILL.md",
+  "description": "Create, analyze, and visualize complex networks and graphs in Python with NetworkX.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/networkx/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/neurokit2.json b/catalog/k-dense-ai/neurokit2.json
new file mode 100644
index 0000000..fe85c6f
--- /dev/null
+++ b/catalog/k-dense-ai/neurokit2.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:neurokit2",
+  "displayName": "Neurokit2",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/neurokit2/SKILL.md",
+  "description": "Use NeuroKit2 to build or audit reproducible research workflows for physiological time-series preprocessing, event/interval analysis, multimodal...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/neurokit2/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/neuropixels-analysis.json b/catalog/k-dense-ai/neuropixels-analysis.json
new file mode 100644
index 0000000..a13ecd6
--- /dev/null
+++ b/catalog/k-dense-ai/neuropixels-analysis.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:neuropixels-analysis",
+  "displayName": "Neuropixels Analysis",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/neuropixels-analysis/SKILL.md",
+  "description": "Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/neuropixels-analysis/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/nextflow.json b/catalog/k-dense-ai/nextflow.json
new file mode 100644
index 0000000..4e1fc89
--- /dev/null
+++ b/catalog/k-dense-ai/nextflow.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:nextflow",
+  "displayName": "Nextflow",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/nextflow/SKILL.md",
+  "description": "Build, run, and debug Nextflow data pipelines and nf-core workflows end to end.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/nextflow/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/omero-integration.json b/catalog/k-dense-ai/omero-integration.json
new file mode 100644
index 0000000..1f4edf5
--- /dev/null
+++ b/catalog/k-dense-ai/omero-integration.json
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+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:omero-integration",
+  "displayName": "Omero Integration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/omero-integration/SKILL.md",
+  "description": "Securely inspect and automate microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/omero-integration/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/onekgpd.json b/catalog/k-dense-ai/onekgpd.json
new file mode 100644
index 0000000..5de5055
--- /dev/null
+++ b/catalog/k-dense-ai/onekgpd.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:onekgpd",
+  "displayName": "Onekgpd",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/onekgpd/SKILL.md",
+  "description": "Query the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/onekgpd/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/ontology-term-resolution.json b/catalog/k-dense-ai/ontology-term-resolution.json
new file mode 100644
index 0000000..bdb264e
--- /dev/null
+++ b/catalog/k-dense-ai/ontology-term-resolution.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:ontology-term-resolution",
+  "displayName": "Ontology Term Resolution",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/ontology-term-resolution/SKILL.md",
+  "description": "Resolve free-text scientific labels to ontology term IDs and validate existing CURIEs against the EBI Ontology Lookup Service (OLS4).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/ontology-term-resolution/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/open-notebook.json b/catalog/k-dense-ai/open-notebook.json
new file mode 100644
index 0000000..71655f7
--- /dev/null
+++ b/catalog/k-dense-ai/open-notebook.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:open-notebook",
+  "displayName": "Open Notebook",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/open-notebook/SKILL.md",
+  "description": "Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/open-notebook/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/openpiv.json b/catalog/k-dense-ai/openpiv.json
new file mode 100644
index 0000000..e28fb75
--- /dev/null
+++ b/catalog/k-dense-ai/openpiv.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:openpiv",
+  "displayName": "Openpiv",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/openpiv/SKILL.md",
+  "description": "Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or flow...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/openpiv/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/opentrons-integration.json b/catalog/k-dense-ai/opentrons-integration.json
new file mode 100644
index 0000000..5620fc9
--- /dev/null
+++ b/catalog/k-dense-ai/opentrons-integration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:opentrons-integration",
+  "displayName": "Opentrons Integration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/opentrons-integration/SKILL.md",
+  "description": "Author, review, migrate, simulate, and troubleshoot official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/opentrons-integration/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/optimize-for-gpu.json b/catalog/k-dense-ai/optimize-for-gpu.json
new file mode 100644
index 0000000..18f67a3
--- /dev/null
+++ b/catalog/k-dense-ai/optimize-for-gpu.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:optimize-for-gpu",
+  "displayName": "Optimize for GPU",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/optimize-for-gpu/SKILL.md",
+  "description": "GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/optimize-for-gpu/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pacsomatic.json b/catalog/k-dense-ai/pacsomatic.json
new file mode 100644
index 0000000..de573e6
--- /dev/null
+++ b/catalog/k-dense-ai/pacsomatic.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pacsomatic",
+  "displayName": "Pacsomatic",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pacsomatic/SKILL.md",
+  "description": "Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pacsomatic/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/paper-lookup.json b/catalog/k-dense-ai/paper-lookup.json
new file mode 100644
index 0000000..f73807e
--- /dev/null
+++ b/catalog/k-dense-ai/paper-lookup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:paper-lookup",
+  "displayName": "Paper Lookup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/paper-lookup/SKILL.md",
+  "description": "Search 11 academic literature APIs for papers, preprints, citations, and open-access full text, and return results with reproducible provenance.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/paper-lookup/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/paperclip.json b/catalog/k-dense-ai/paperclip.json
new file mode 100644
index 0000000..28d834f
--- /dev/null
+++ b/catalog/k-dense-ai/paperclip.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:paperclip",
+  "displayName": "Paperclip",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/paperclip/SKILL.md",
+  "description": "Search and read full-text biomedical papers, FDA/PMDA/EMA regulatory documents, clinical trial registries, and UniProt/PDB/ChEMBL entries with the...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/paperclip/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/paperzilla.json b/catalog/k-dense-ai/paperzilla.json
new file mode 100644
index 0000000..c7acac5
--- /dev/null
+++ b/catalog/k-dense-ai/paperzilla.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:paperzilla",
+  "displayName": "Paperzilla",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/paperzilla/SKILL.md",
+  "description": "Chat with your agent about projects, recommendations, and canonical papers in Paperzilla.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/paperzilla/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/parallel-web.json b/catalog/k-dense-ai/parallel-web.json
new file mode 100644
index 0000000..4c339d5
--- /dev/null
+++ b/catalog/k-dense-ai/parallel-web.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:parallel-web",
+  "displayName": "Parallel Web",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/parallel-web/SKILL.md",
+  "description": "Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/parallel-web/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pathml.json b/catalog/k-dense-ai/pathml.json
new file mode 100644
index 0000000..256dc2d
--- /dev/null
+++ b/catalog/k-dense-ai/pathml.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pathml",
+  "displayName": "Pathml",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pathml/SKILL.md",
+  "description": "Use PathML for local, research-only computational pathology workflows: load and tile slides, build preprocessing and QC pipelines, manage h5path data...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pathml/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pathogen-variant-surveillance.json b/catalog/k-dense-ai/pathogen-variant-surveillance.json
new file mode 100644
index 0000000..b61707f
--- /dev/null
+++ b/catalog/k-dense-ai/pathogen-variant-surveillance.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pathogen-variant-surveillance",
+  "displayName": "Pathogen Variant Surveillance",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pathogen-variant-surveillance/SKILL.md",
+  "description": "Query live pathogen genomic surveillance data through the GenSpectrum LAPIS API to find which viral lineages are circulating now, how fast they are...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pathogen-variant-surveillance/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pathway-enrichment.json b/catalog/k-dense-ai/pathway-enrichment.json
new file mode 100644
index 0000000..adbdcc6
--- /dev/null
+++ b/catalog/k-dense-ai/pathway-enrichment.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pathway-enrichment",
+  "displayName": "Pathway Enrichment",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pathway-enrichment/SKILL.md",
+  "description": "Run pathway and gene-set enrichment analysis on gene lists or ranked gene data, then interpret the results.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pathway-enrichment/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pdf.json b/catalog/k-dense-ai/pdf.json
new file mode 100644
index 0000000..3f0d746
--- /dev/null
+++ b/catalog/k-dense-ai/pdf.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pdf",
+  "displayName": "PDF",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pdf/SKILL.md",
+  "description": "Use this skill whenever the user wants to do anything with PDF files.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pdf/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/peer-review.json b/catalog/k-dense-ai/peer-review.json
new file mode 100644
index 0000000..3a72f26
--- /dev/null
+++ b/catalog/k-dense-ai/peer-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:peer-review",
+  "displayName": "Peer Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/peer-review/SKILL.md",
+  "description": "Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/peer-review/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pennylane.json b/catalog/k-dense-ai/pennylane.json
new file mode 100644
index 0000000..0814af7
--- /dev/null
+++ b/catalog/k-dense-ai/pennylane.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pennylane",
+  "displayName": "Pennylane",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pennylane/SKILL.md",
+  "description": "Hardware-agnostic quantum ML framework with automatic differentiation.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pennylane/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/phylogenetics.json b/catalog/k-dense-ai/phylogenetics.json
new file mode 100644
index 0000000..c891eb4
--- /dev/null
+++ b/catalog/k-dense-ai/phylogenetics.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:phylogenetics",
+  "displayName": "Phylogenetics",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/phylogenetics/SKILL.md",
+  "description": "Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/phylogenetics/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pi-agent.json b/catalog/k-dense-ai/pi-agent.json
new file mode 100644
index 0000000..534899c
--- /dev/null
+++ b/catalog/k-dense-ai/pi-agent.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pi-agent",
+  "displayName": "Pi Agent",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pi-agent/SKILL.md",
+  "description": "Build with and use Pi, the minimal terminal coding harness. Use for installing Pi, configuring providers/models/settings/environment variables, creating",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pi-agent/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pkpd-modeling.json b/catalog/k-dense-ai/pkpd-modeling.json
new file mode 100644
index 0000000..8624eee
--- /dev/null
+++ b/catalog/k-dense-ai/pkpd-modeling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pkpd-modeling",
+  "displayName": "Pkpd Modeling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pkpd-modeling/SKILL.md",
+  "description": "Pharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis, compartmental and population PK, PK/PD and exposure-response.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pkpd-modeling/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/polars-bio.json b/catalog/k-dense-ai/polars-bio.json
new file mode 100644
index 0000000..ba39144
--- /dev/null
+++ b/catalog/k-dense-ai/polars-bio.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:polars-bio",
+  "displayName": "Polars Bio",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/polars-bio/SKILL.md",
+  "description": "High-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/polars-bio/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/polars.json b/catalog/k-dense-ai/polars.json
new file mode 100644
index 0000000..4d0e404
--- /dev/null
+++ b/catalog/k-dense-ai/polars.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:polars",
+  "displayName": "Polars",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/polars/SKILL.md",
+  "description": "High-performance DataFrame library for Python ETL, analytics, and pandas migration.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/polars/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pptx-posters.json b/catalog/k-dense-ai/pptx-posters.json
new file mode 100644
index 0000000..8559ca1
--- /dev/null
+++ b/catalog/k-dense-ai/pptx-posters.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pptx-posters",
+  "displayName": "Pptx Posters",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pptx-posters/SKILL.md",
+  "description": "Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pptx-posters/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pptx.json b/catalog/k-dense-ai/pptx.json
new file mode 100644
index 0000000..e26ee99
--- /dev/null
+++ b/catalog/k-dense-ai/pptx.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pptx",
+  "displayName": "Pptx",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pptx/SKILL.md",
+  "description": "Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pptx/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/primekg.json b/catalog/k-dense-ai/primekg.json
new file mode 100644
index 0000000..7334074
--- /dev/null
+++ b/catalog/k-dense-ai/primekg.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:primekg",
+  "displayName": "Primekg",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/primekg/SKILL.md",
+  "description": "Query the Precision Medicine Knowledge Graph (PrimeKG) for multiscale biological data including genes, drugs, diseases, phenotypes, and more.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/primekg/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/protocolsio-integration.json b/catalog/k-dense-ai/protocolsio-integration.json
new file mode 100644
index 0000000..ccfab4f
--- /dev/null
+++ b/catalog/k-dense-ai/protocolsio-integration.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:protocolsio-integration",
+  "displayName": "Protocolsio Integration",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/protocolsio-integration/SKILL.md",
+  "description": "Read, validate, and safely export protocols.io data with current official REST/MCP contracts, or create non-executing mutation plans.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/protocolsio-integration/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pufferlib.json b/catalog/k-dense-ai/pufferlib.json
new file mode 100644
index 0000000..8417511
--- /dev/null
+++ b/catalog/k-dense-ai/pufferlib.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pufferlib",
+  "displayName": "Pufferlib",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pufferlib/SKILL.md",
+  "description": "Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation, and safe checkpoint...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pufferlib/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pydeseq2.json b/catalog/k-dense-ai/pydeseq2.json
new file mode 100644
index 0000000..13cb616
--- /dev/null
+++ b/catalog/k-dense-ai/pydeseq2.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pydeseq2",
+  "displayName": "Pydeseq2",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pydeseq2/SKILL.md",
+  "description": "Differential gene expression analysis for bulk RNA-seq with PyDESeq2, including formulaic designs, Wald tests, FDR correction, LFC shrinkage, and result",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pydeseq2/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pydicom.json b/catalog/k-dense-ai/pydicom.json
new file mode 100644
index 0000000..73c6e35
--- /dev/null
+++ b/catalog/k-dense-ai/pydicom.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pydicom",
+  "displayName": "Pydicom",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pydicom/SKILL.md",
+  "description": "Use pydicom to read, inspect, write, transform, and safely preflight local DICOM datasets and pixel data.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pydicom/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pyhealth.json b/catalog/k-dense-ai/pyhealth.json
new file mode 100644
index 0000000..c0fd5e3
--- /dev/null
+++ b/catalog/k-dense-ai/pyhealth.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pyhealth",
+  "displayName": "Pyhealth",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pyhealth/SKILL.md",
+  "description": "Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pyhealth/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pylabrobot.json b/catalog/k-dense-ai/pylabrobot.json
new file mode 100644
index 0000000..949d1cc
--- /dev/null
+++ b/catalog/k-dense-ai/pylabrobot.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pylabrobot",
+  "displayName": "Pylabrobot",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pylabrobot/SKILL.md",
+  "description": "Develop and review PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pylabrobot/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pymatgen.json b/catalog/k-dense-ai/pymatgen.json
new file mode 100644
index 0000000..755ec31
--- /dev/null
+++ b/catalog/k-dense-ai/pymatgen.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pymatgen",
+  "displayName": "Pymatgen",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pymatgen/SKILL.md",
+  "description": "Analyze, validate, convert, and transform materials structures and computed materials data with current pymatgen APIs, including local phase diagrams...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pymatgen/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pymc.json b/catalog/k-dense-ai/pymc.json
new file mode 100644
index 0000000..cb2ef77
--- /dev/null
+++ b/catalog/k-dense-ai/pymc.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pymc",
+  "displayName": "Pymc",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pymc/SKILL.md",
+  "description": "Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pymc/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pymoo.json b/catalog/k-dense-ai/pymoo.json
new file mode 100644
index 0000000..63d96ab
--- /dev/null
+++ b/catalog/k-dense-ai/pymoo.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pymoo",
+  "displayName": "Pymoo",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pymoo/SKILL.md",
+  "description": "Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pymoo/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pyopenms.json b/catalog/k-dense-ai/pyopenms.json
new file mode 100644
index 0000000..fea089d
--- /dev/null
+++ b/catalog/k-dense-ai/pyopenms.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pyopenms",
+  "displayName": "Pyopenms",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pyopenms/SKILL.md",
+  "description": "Complete mass spectrometry analysis platform. Use for proteomics and metabolomics workflows—feature detection, peptide/protein identification...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pyopenms/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pysam.json b/catalog/k-dense-ai/pysam.json
new file mode 100644
index 0000000..13877c3
--- /dev/null
+++ b/catalog/k-dense-ai/pysam.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pysam",
+  "displayName": "Pysam",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pysam/SKILL.md",
+  "description": "Python/HTSlib workflows for genomic files. Use when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ, or tabix data with...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pysam/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pytdc.json b/catalog/k-dense-ai/pytdc.json
new file mode 100644
index 0000000..8ec48a8
--- /dev/null
+++ b/catalog/k-dense-ai/pytdc.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pytdc",
+  "displayName": "Pytdc",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pytdc/SKILL.md",
+  "description": "Use Therapeutics Data Commons through the PyTDC Python package for registry discovery, approved dataset access, task-aware splits, evaluator metrics...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pytdc/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pytorch-lightning.json b/catalog/k-dense-ai/pytorch-lightning.json
new file mode 100644
index 0000000..7f50c7d
--- /dev/null
+++ b/catalog/k-dense-ai/pytorch-lightning.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pytorch-lightning",
+  "displayName": "Pytorch Lightning",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pytorch-lightning/SKILL.md",
+  "description": "Deep learning framework (PyTorch Lightning / lightning package).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pytorch-lightning/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/pyzotero.json b/catalog/k-dense-ai/pyzotero.json
new file mode 100644
index 0000000..847f13f
--- /dev/null
+++ b/catalog/k-dense-ai/pyzotero.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:pyzotero",
+  "displayName": "Pyzotero",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/pyzotero/SKILL.md",
+  "description": "Interact with Zotero reference management libraries using the pyzotero Python client.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/pyzotero/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/qiskit.json b/catalog/k-dense-ai/qiskit.json
new file mode 100644
index 0000000..3793a58
--- /dev/null
+++ b/catalog/k-dense-ai/qiskit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:qiskit",
+  "displayName": "Qiskit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/qiskit/SKILL.md",
+  "description": "Build, simulate, transpile, and execute quantum circuits with Qiskit and IBM Quantum Runtime.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/qiskit/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/qutip.json b/catalog/k-dense-ai/qutip.json
new file mode 100644
index 0000000..e97e6f2
--- /dev/null
+++ b/catalog/k-dense-ai/qutip.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:qutip",
+  "displayName": "Qutip",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/qutip/SKILL.md",
+  "description": "Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic, trajectory, steady-state, spectral, and phase-space...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/qutip/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/rdkit.json b/catalog/k-dense-ai/rdkit.json
new file mode 100644
index 0000000..2ed4e10
--- /dev/null
+++ b/catalog/k-dense-ai/rdkit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:rdkit",
+  "displayName": "Rdkit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/rdkit/SKILL.md",
+  "description": "Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/rdkit/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/research-grants.json b/catalog/k-dense-ai/research-grants.json
new file mode 100644
index 0000000..6b2042b
--- /dev/null
+++ b/catalog/k-dense-ai/research-grants.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:research-grants",
+  "displayName": "Research Grants",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/research-grants/SKILL.md",
+  "description": "Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/research-grants/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/research-lookup.json b/catalog/k-dense-ai/research-lookup.json
new file mode 100644
index 0000000..cfca541
--- /dev/null
+++ b/catalog/k-dense-ai/research-lookup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:research-lookup",
+  "displayName": "Research Lookup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/research-lookup/SKILL.md",
+  "description": "Compile current scholarly evidence for a scientific manuscript or research brief.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/research-lookup/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/rowan.json b/catalog/k-dense-ai/rowan.json
new file mode 100644
index 0000000..a4e48c5
--- /dev/null
+++ b/catalog/k-dense-ai/rowan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:rowan",
+  "displayName": "Rowan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/rowan/SKILL.md",
+  "description": "Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/rowan/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scanpy.json b/catalog/k-dense-ai/scanpy.json
new file mode 100644
index 0000000..d6d0548
--- /dev/null
+++ b/catalog/k-dense-ai/scanpy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scanpy",
+  "displayName": "Scanpy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scanpy/SKILL.md",
+  "description": "Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scanpy/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scholar-evaluation.json b/catalog/k-dense-ai/scholar-evaluation.json
new file mode 100644
index 0000000..735b5c7
--- /dev/null
+++ b/catalog/k-dense-ai/scholar-evaluation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scholar-evaluation",
+  "displayName": "Scholar Evaluation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scholar-evaluation/SKILL.md",
+  "description": "Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scholar-evaluation/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scientific-brainstorming.json b/catalog/k-dense-ai/scientific-brainstorming.json
new file mode 100644
index 0000000..ecee472
--- /dev/null
+++ b/catalog/k-dense-ai/scientific-brainstorming.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scientific-brainstorming",
+  "displayName": "Scientific Brainstorming",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scientific-brainstorming/SKILL.md",
+  "description": "Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scientific-brainstorming/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scientific-critical-thinking.json b/catalog/k-dense-ai/scientific-critical-thinking.json
new file mode 100644
index 0000000..4768e87
--- /dev/null
+++ b/catalog/k-dense-ai/scientific-critical-thinking.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scientific-critical-thinking",
+  "displayName": "Scientific Critical Thinking",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scientific-critical-thinking/SKILL.md",
+  "description": "Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scientific-critical-thinking/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scientific-schematics.json b/catalog/k-dense-ai/scientific-schematics.json
new file mode 100644
index 0000000..c91d147
--- /dev/null
+++ b/catalog/k-dense-ai/scientific-schematics.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scientific-schematics",
+  "displayName": "Scientific Schematics",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scientific-schematics/SKILL.md",
+  "description": "Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scientific-schematics/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scientific-slides.json b/catalog/k-dense-ai/scientific-slides.json
new file mode 100644
index 0000000..81ca287
--- /dev/null
+++ b/catalog/k-dense-ai/scientific-slides.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scientific-slides",
+  "displayName": "Scientific Slides",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scientific-slides/SKILL.md",
+  "description": "Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scientific-slides/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scientific-visualization.json b/catalog/k-dense-ai/scientific-visualization.json
new file mode 100644
index 0000000..496918b
--- /dev/null
+++ b/catalog/k-dense-ai/scientific-visualization.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scientific-visualization",
+  "displayName": "Scientific Visualization",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scientific-visualization/SKILL.md",
+  "description": "Create and audit truthful, accessible, publication-ready scientific figures with Matplotlib, Seaborn, or Plotly.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scientific-visualization/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scientific-writing.json b/catalog/k-dense-ai/scientific-writing.json
new file mode 100644
index 0000000..8111f3f
--- /dev/null
+++ b/catalog/k-dense-ai/scientific-writing.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scientific-writing",
+  "displayName": "Scientific Writing",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scientific-writing/SKILL.md",
+  "description": "Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scientific-writing/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scikit-bio.json b/catalog/k-dense-ai/scikit-bio.json
new file mode 100644
index 0000000..4a15f36
--- /dev/null
+++ b/catalog/k-dense-ai/scikit-bio.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scikit-bio",
+  "displayName": "Scikit Bio",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scikit-bio/SKILL.md",
+  "description": "Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scikit-bio/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scikit-learn.json b/catalog/k-dense-ai/scikit-learn.json
new file mode 100644
index 0000000..40f6320
--- /dev/null
+++ b/catalog/k-dense-ai/scikit-learn.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scikit-learn",
+  "displayName": "Scikit Learn",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scikit-learn/SKILL.md",
+  "description": "Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scikit-learn/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scikit-survival.json b/catalog/k-dense-ai/scikit-survival.json
new file mode 100644
index 0000000..ab570d9
--- /dev/null
+++ b/catalog/k-dense-ai/scikit-survival.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scikit-survival",
+  "displayName": "Scikit Survival",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scikit-survival/SKILL.md",
+  "description": "Build, evaluate, and audit right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scikit-survival/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scvelo.json b/catalog/k-dense-ai/scvelo.json
new file mode 100644
index 0000000..e6f3ec7
--- /dev/null
+++ b/catalog/k-dense-ai/scvelo.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scvelo",
+  "displayName": "Scvelo",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scvelo/SKILL.md",
+  "description": "RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scvelo/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/scvi-tools.json b/catalog/k-dense-ai/scvi-tools.json
new file mode 100644
index 0000000..4be4270
--- /dev/null
+++ b/catalog/k-dense-ai/scvi-tools.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:scvi-tools",
+  "displayName": "Scvi Tools",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/scvi-tools/SKILL.md",
+  "description": "Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/scvi-tools/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/seaborn.json b/catalog/k-dense-ai/seaborn.json
new file mode 100644
index 0000000..248df84
--- /dev/null
+++ b/catalog/k-dense-ai/seaborn.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:seaborn",
+  "displayName": "Seaborn",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/seaborn/SKILL.md",
+  "description": "Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/seaborn/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/shap.json b/catalog/k-dense-ai/shap.json
new file mode 100644
index 0000000..11d19da
--- /dev/null
+++ b/catalog/k-dense-ai/shap.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:shap",
+  "displayName": "Shap",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/shap/SKILL.md",
+  "description": "Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions..",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/shap/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/simpy.json b/catalog/k-dense-ai/simpy.json
new file mode 100644
index 0000000..e9ad2f9
--- /dev/null
+++ b/catalog/k-dense-ai/simpy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:simpy",
+  "displayName": "Simpy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/simpy/SKILL.md",
+  "description": "Build, inspect, test, and analyze bounded process-based discrete-event simulations with SimPy, including events, resources, interrupts, monitoring...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/simpy/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/stable-baselines3.json b/catalog/k-dense-ai/stable-baselines3.json
new file mode 100644
index 0000000..5278e20
--- /dev/null
+++ b/catalog/k-dense-ai/stable-baselines3.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:stable-baselines3",
+  "displayName": "Stable Baselines3",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/stable-baselines3/SKILL.md",
+  "description": "Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/stable-baselines3/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/statistical-analysis.json b/catalog/k-dense-ai/statistical-analysis.json
new file mode 100644
index 0000000..f8debf2
--- /dev/null
+++ b/catalog/k-dense-ai/statistical-analysis.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:statistical-analysis",
+  "displayName": "Statistical Analysis",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/statistical-analysis/SKILL.md",
+  "description": "Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/statistical-analysis/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/statistical-power.json b/catalog/k-dense-ai/statistical-power.json
new file mode 100644
index 0000000..1628384
--- /dev/null
+++ b/catalog/k-dense-ai/statistical-power.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:statistical-power",
+  "displayName": "Statistical Power",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/statistical-power/SKILL.md",
+  "description": "Sample-size and statistical power calculations for planning studies.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/statistical-power/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/statsmodels.json b/catalog/k-dense-ai/statsmodels.json
new file mode 100644
index 0000000..62c479e
--- /dev/null
+++ b/catalog/k-dense-ai/statsmodels.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:statsmodels",
+  "displayName": "Statsmodels",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/statsmodels/SKILL.md",
+  "description": "Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/statsmodels/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/sympy.json b/catalog/k-dense-ai/sympy.json
new file mode 100644
index 0000000..e6bbd0c
--- /dev/null
+++ b/catalog/k-dense-ai/sympy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:sympy",
+  "displayName": "Sympy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/sympy/SKILL.md",
+  "description": "Use when you need exact symbolic math in Python — algebra, calculus, equation solving, symbolic linear algebra, or code generation via lambdify/LaTeX.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/sympy/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/tamarind.json b/catalog/k-dense-ai/tamarind.json
new file mode 100644
index 0000000..5d3d7a1
--- /dev/null
+++ b/catalog/k-dense-ai/tamarind.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:tamarind",
+  "displayName": "Tamarind",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/tamarind/SKILL.md",
+  "description": "Access a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP server — no local",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/tamarind/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/tiledbvcf.json b/catalog/k-dense-ai/tiledbvcf.json
new file mode 100644
index 0000000..ac2804b
--- /dev/null
+++ b/catalog/k-dense-ai/tiledbvcf.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:tiledbvcf",
+  "displayName": "Tiledbvcf",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/tiledbvcf/SKILL.md",
+  "description": "Efficient storage and retrieval of genomic variant data using TileDB.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/tiledbvcf/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/timesfm-forecasting.json b/catalog/k-dense-ai/timesfm-forecasting.json
new file mode 100644
index 0000000..a7ab15e
--- /dev/null
+++ b/catalog/k-dense-ai/timesfm-forecasting.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:timesfm-forecasting",
+  "displayName": "Timesfm Forecasting",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/timesfm-forecasting/SKILL.md",
+  "description": "Zero-shot time series forecasting with Google's TimesFM foundation model.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/timesfm-forecasting/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/torch-geometric.json b/catalog/k-dense-ai/torch-geometric.json
new file mode 100644
index 0000000..5f49879
--- /dev/null
+++ b/catalog/k-dense-ai/torch-geometric.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:torch-geometric",
+  "displayName": "Torch Geometric",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/torch-geometric/SKILL.md",
+  "description": "PyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/torch-geometric/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/torchdrug.json b/catalog/k-dense-ai/torchdrug.json
new file mode 100644
index 0000000..2114775
--- /dev/null
+++ b/catalog/k-dense-ai/torchdrug.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:torchdrug",
+  "displayName": "Torchdrug",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/torchdrug/SKILL.md",
+  "description": "Build and troubleshoot TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/torchdrug/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/transformers.json b/catalog/k-dense-ai/transformers.json
new file mode 100644
index 0000000..8ea3d34
--- /dev/null
+++ b/catalog/k-dense-ai/transformers.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:transformers",
+  "displayName": "Transformers",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/transformers/SKILL.md",
+  "description": "Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/transformers/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/treatment-plans.json b/catalog/k-dense-ai/treatment-plans.json
new file mode 100644
index 0000000..3572029
--- /dev/null
+++ b/catalog/k-dense-ai/treatment-plans.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:treatment-plans",
+  "displayName": "Treatment Plans",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/treatment-plans/SKILL.md",
+  "description": "Format and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/treatment-plans/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/umap-learn.json b/catalog/k-dense-ai/umap-learn.json
new file mode 100644
index 0000000..bd35855
--- /dev/null
+++ b/catalog/k-dense-ai/umap-learn.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:umap-learn",
+  "displayName": "Umap Learn",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/umap-learn/SKILL.md",
+  "description": "Use UMAP-learn for nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/umap-learn/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/uncertainty-and-units.json b/catalog/k-dense-ai/uncertainty-and-units.json
new file mode 100644
index 0000000..54875d0
--- /dev/null
+++ b/catalog/k-dense-ai/uncertainty-and-units.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:uncertainty-and-units",
+  "displayName": "Uncertainty and Units",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/uncertainty-and-units/SKILL.md",
+  "description": "Track physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/uncertainty-and-units/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/usfiscaldata.json b/catalog/k-dense-ai/usfiscaldata.json
new file mode 100644
index 0000000..5ddd96e
--- /dev/null
+++ b/catalog/k-dense-ai/usfiscaldata.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:usfiscaldata",
+  "displayName": "Usfiscaldata",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/usfiscaldata/SKILL.md",
+  "description": "Query the U.S. Treasury Fiscal Data REST API for federal financial data. No API key required.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/usfiscaldata/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/vaex.json b/catalog/k-dense-ai/vaex.json
new file mode 100644
index 0000000..7a79db0
--- /dev/null
+++ b/catalog/k-dense-ai/vaex.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:vaex",
+  "displayName": "Vaex",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/vaex/SKILL.md",
+  "description": "Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/vaex/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/venue-templates.json b/catalog/k-dense-ai/venue-templates.json
new file mode 100644
index 0000000..42e44b4
--- /dev/null
+++ b/catalog/k-dense-ai/venue-templates.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:venue-templates",
+  "displayName": "Venue Templates",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/venue-templates/SKILL.md",
+  "description": "Prepare journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX...",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/venue-templates/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/what-if-oracle.json b/catalog/k-dense-ai/what-if-oracle.json
new file mode 100644
index 0000000..ba3efd5
--- /dev/null
+++ b/catalog/k-dense-ai/what-if-oracle.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:what-if-oracle",
+  "displayName": "What If Oracle",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/what-if-oracle/SKILL.md",
+  "description": "Run structured What-If scenario analysis with 4–6 branch possibility exploration (best, likely, worst, wild card, contrarian, second-order).",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/what-if-oracle/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/xlsx.json b/catalog/k-dense-ai/xlsx.json
new file mode 100644
index 0000000..985e33c
--- /dev/null
+++ b/catalog/k-dense-ai/xlsx.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:xlsx",
+  "displayName": "Xlsx",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/xlsx/SKILL.md",
+  "description": "Create, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm, .xltx) where the workbook file is the primary deliverable.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/xlsx/SKILL.md"
+  }
+}
diff --git a/catalog/k-dense-ai/zarr-python.json b/catalog/k-dense-ai/zarr-python.json
new file mode 100644
index 0000000..8914836
--- /dev/null
+++ b/catalog/k-dense-ai/zarr-python.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:k-dense-ai:scientific-agent-skills:zarr-python",
+  "displayName": "Zarr Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/k-dense-ai/scientific-agent-skills/blob/main/skills/zarr-python/SKILL.md",
+  "description": "Chunked N-D arrays for cloud storage (Zarr-Python 3). Compressed arrays, parallel I/O, S3/GCS via fsspec, NumPy/Dask/Xarray compatible, for large-scale.",
+  "metadata": {
+    "sourceSet": "k-dense-ai/scientific-agent-skills",
+    "repoPath": "skills/zarr-python/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/ask-matt.json b/catalog/mattpocock/ask-matt.json
new file mode 100644
index 0000000..abd8464
--- /dev/null
+++ b/catalog/mattpocock/ask-matt.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:ask-matt",
+  "displayName": "Ask Matt",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/ask-matt/SKILL.md",
+  "description": "Ask which skill or flow fits your situation. A router over the skills in this repo.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/ask-matt/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/batch-grill-me.json b/catalog/mattpocock/batch-grill-me.json
new file mode 100644
index 0000000..a397237
--- /dev/null
+++ b/catalog/mattpocock/batch-grill-me.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:batch-grill-me",
+  "displayName": "Batch Grill Me",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/in-progress/batch-grill-me/SKILL.md",
+  "description": "A relentless interview that asks every frontier question at once, round by round.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/in-progress/batch-grill-me/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/claude-handoff.json b/catalog/mattpocock/claude-handoff.json
new file mode 100644
index 0000000..0d00d24
--- /dev/null
+++ b/catalog/mattpocock/claude-handoff.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:claude-handoff",
+  "displayName": "Claude Handoff",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/in-progress/claude-handoff/SKILL.md",
+  "description": "Hand the current conversation off to a fresh background agent that picks up the work immediately.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/in-progress/claude-handoff/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/code-review.json b/catalog/mattpocock/code-review.json
new file mode 100644
index 0000000..c91838d
--- /dev/null
+++ b/catalog/mattpocock/code-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:code-review",
+  "displayName": "Code Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/code-review/SKILL.md",
+  "description": "Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/code-review/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/codebase-design.json b/catalog/mattpocock/codebase-design.json
new file mode 100644
index 0000000..37c6d64
--- /dev/null
+++ b/catalog/mattpocock/codebase-design.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:codebase-design",
+  "displayName": "Codebase Design",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/codebase-design/SKILL.md",
+  "description": "Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/codebase-design/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/design-an-interface.json b/catalog/mattpocock/design-an-interface.json
new file mode 100644
index 0000000..609ef1d
--- /dev/null
+++ b/catalog/mattpocock/design-an-interface.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:design-an-interface",
+  "displayName": "Design an Interface",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/deprecated/design-an-interface/SKILL.md",
+  "description": "Generate multiple radically different interface designs for a module using parallel sub-agents.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/deprecated/design-an-interface/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/diagnosing-bugs.json b/catalog/mattpocock/diagnosing-bugs.json
new file mode 100644
index 0000000..e18628b
--- /dev/null
+++ b/catalog/mattpocock/diagnosing-bugs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:diagnosing-bugs",
+  "displayName": "Diagnosing Bugs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/diagnosing-bugs/SKILL.md",
+  "description": "Diagnosis loop for hard bugs and performance regressions. Use when the user says \"diagnose\"/\"debug this\", or reports something...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/diagnosing-bugs/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/domain-modeling.json b/catalog/mattpocock/domain-modeling.json
new file mode 100644
index 0000000..2f8b68a
--- /dev/null
+++ b/catalog/mattpocock/domain-modeling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:domain-modeling",
+  "displayName": "Domain Modeling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/domain-modeling/SKILL.md",
+  "description": "Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/domain-modeling/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/edit-article.json b/catalog/mattpocock/edit-article.json
new file mode 100644
index 0000000..70ba9e7
--- /dev/null
+++ b/catalog/mattpocock/edit-article.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:edit-article",
+  "displayName": "Edit Article",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/personal/edit-article/SKILL.md",
+  "description": "Edit and improve articles by restructuring sections, improving clarity, and tightening prose.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/personal/edit-article/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/git-guardrails-claude-code.json b/catalog/mattpocock/git-guardrails-claude-code.json
new file mode 100644
index 0000000..89e5e53
--- /dev/null
+++ b/catalog/mattpocock/git-guardrails-claude-code.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:git-guardrails-claude-code",
+  "displayName": "Git Guardrails Claude Code",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/misc/git-guardrails-claude-code/SKILL.md",
+  "description": "Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/misc/git-guardrails-claude-code/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/grill-me.json b/catalog/mattpocock/grill-me.json
new file mode 100644
index 0000000..4a357e0
--- /dev/null
+++ b/catalog/mattpocock/grill-me.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:grill-me",
+  "displayName": "Grill Me",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/productivity/grill-me/SKILL.md",
+  "description": "A relentless interview to sharpen a plan or design.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/productivity/grill-me/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/grill-with-docs.json b/catalog/mattpocock/grill-with-docs.json
new file mode 100644
index 0000000..7089e91
--- /dev/null
+++ b/catalog/mattpocock/grill-with-docs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:grill-with-docs",
+  "displayName": "Grill with Docs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/grill-with-docs/SKILL.md",
+  "description": "A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/grill-with-docs/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/grilling.json b/catalog/mattpocock/grilling.json
new file mode 100644
index 0000000..65855d3
--- /dev/null
+++ b/catalog/mattpocock/grilling.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:grilling",
+  "displayName": "Grilling",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/productivity/grilling/SKILL.md",
+  "description": "Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/productivity/grilling/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/handoff.json b/catalog/mattpocock/handoff.json
new file mode 100644
index 0000000..289f88c
--- /dev/null
+++ b/catalog/mattpocock/handoff.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:handoff",
+  "displayName": "Handoff",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/productivity/handoff/SKILL.md",
+  "description": "Compact the current conversation into a handoff document for another agent to pick up.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/productivity/handoff/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/implement.json b/catalog/mattpocock/implement.json
new file mode 100644
index 0000000..8dc6c10
--- /dev/null
+++ b/catalog/mattpocock/implement.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:implement",
+  "displayName": "Implement",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/implement/SKILL.md",
+  "description": "Implement a piece of work based on a spec or set of tickets.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/implement/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/improve-codebase-architecture.json b/catalog/mattpocock/improve-codebase-architecture.json
new file mode 100644
index 0000000..d011be6
--- /dev/null
+++ b/catalog/mattpocock/improve-codebase-architecture.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:improve-codebase-architecture",
+  "displayName": "Improve Codebase Architecture",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/improve-codebase-architecture/SKILL.md",
+  "description": "Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/improve-codebase-architecture/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/loop-me.json b/catalog/mattpocock/loop-me.json
new file mode 100644
index 0000000..381fd00
--- /dev/null
+++ b/catalog/mattpocock/loop-me.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:loop-me",
+  "displayName": "Loop Me",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/in-progress/loop-me/SKILL.md",
+  "description": "Grill me about specs for the workflows I want to build, within this workspace.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/in-progress/loop-me/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/migrate-to-shoehorn.json b/catalog/mattpocock/migrate-to-shoehorn.json
new file mode 100644
index 0000000..e438e0a
--- /dev/null
+++ b/catalog/mattpocock/migrate-to-shoehorn.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:migrate-to-shoehorn",
+  "displayName": "Migrate to Shoehorn",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/misc/migrate-to-shoehorn/SKILL.md",
+  "description": "Migrate test files from `as` type assertions to @total-typescript/shoehorn.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/misc/migrate-to-shoehorn/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/obsidian-vault.json b/catalog/mattpocock/obsidian-vault.json
new file mode 100644
index 0000000..b37ea86
--- /dev/null
+++ b/catalog/mattpocock/obsidian-vault.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:obsidian-vault",
+  "displayName": "Obsidian Vault",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/personal/obsidian-vault/SKILL.md",
+  "description": "Search, create, and manage notes in the Obsidian vault with wikilinks and index notes.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/personal/obsidian-vault/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/prototype.json b/catalog/mattpocock/prototype.json
new file mode 100644
index 0000000..b52c0e5
--- /dev/null
+++ b/catalog/mattpocock/prototype.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:prototype",
+  "displayName": "Prototype",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/prototype/SKILL.md",
+  "description": "Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/prototype/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/qa.json b/catalog/mattpocock/qa.json
new file mode 100644
index 0000000..821695a
--- /dev/null
+++ b/catalog/mattpocock/qa.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:qa",
+  "displayName": "QA",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/deprecated/qa/SKILL.md",
+  "description": "Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/deprecated/qa/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/request-refactor-plan.json b/catalog/mattpocock/request-refactor-plan.json
new file mode 100644
index 0000000..cf3e6ea
--- /dev/null
+++ b/catalog/mattpocock/request-refactor-plan.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:request-refactor-plan",
+  "displayName": "Request Refactor Plan",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/deprecated/request-refactor-plan/SKILL.md",
+  "description": "Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/deprecated/request-refactor-plan/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/research.json b/catalog/mattpocock/research.json
new file mode 100644
index 0000000..ae96481
--- /dev/null
+++ b/catalog/mattpocock/research.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:research",
+  "displayName": "Research",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/research/SKILL.md",
+  "description": "Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/research/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/resolving-merge-conflicts.json b/catalog/mattpocock/resolving-merge-conflicts.json
new file mode 100644
index 0000000..0f6cbfd
--- /dev/null
+++ b/catalog/mattpocock/resolving-merge-conflicts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:resolving-merge-conflicts",
+  "displayName": "Resolving Merge Conflicts",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/resolving-merge-conflicts/SKILL.md",
+  "description": "Use when you need to resolve an in-progress git merge/rebase conflict.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/resolving-merge-conflicts/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/scaffold-exercises.json b/catalog/mattpocock/scaffold-exercises.json
new file mode 100644
index 0000000..72f0489
--- /dev/null
+++ b/catalog/mattpocock/scaffold-exercises.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:scaffold-exercises",
+  "displayName": "Scaffold Exercises",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/misc/scaffold-exercises/SKILL.md",
+  "description": "Create exercise directory structures with sections, problems, solutions, and explainers that pass linting.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/misc/scaffold-exercises/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/setup-matt-pocock-skills.json b/catalog/mattpocock/setup-matt-pocock-skills.json
new file mode 100644
index 0000000..83ca827
--- /dev/null
+++ b/catalog/mattpocock/setup-matt-pocock-skills.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:setup-matt-pocock-skills",
+  "displayName": "Setup Matt Pocock Skills",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/setup-matt-pocock-skills/SKILL.md",
+  "description": "Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/setup-matt-pocock-skills/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/setup-pre-commit.json b/catalog/mattpocock/setup-pre-commit.json
new file mode 100644
index 0000000..576936d
--- /dev/null
+++ b/catalog/mattpocock/setup-pre-commit.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:setup-pre-commit",
+  "displayName": "Setup Pre Commit",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/misc/setup-pre-commit/SKILL.md",
+  "description": "Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/misc/setup-pre-commit/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/setup-ts-deep-modules.json b/catalog/mattpocock/setup-ts-deep-modules.json
new file mode 100644
index 0000000..f4fe8ee
--- /dev/null
+++ b/catalog/mattpocock/setup-ts-deep-modules.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:setup-ts-deep-modules",
+  "displayName": "Setup TS Deep Modules",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/in-progress/setup-ts-deep-modules/SKILL.md",
+  "description": "Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/in-progress/setup-ts-deep-modules/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/tdd.json b/catalog/mattpocock/tdd.json
new file mode 100644
index 0000000..d131ccd
--- /dev/null
+++ b/catalog/mattpocock/tdd.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:tdd",
+  "displayName": "TDD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/tdd/SKILL.md",
+  "description": "Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions \"red-green-refactor\", or wants integration tests.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/tdd/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/teach.json b/catalog/mattpocock/teach.json
new file mode 100644
index 0000000..43b1edc
--- /dev/null
+++ b/catalog/mattpocock/teach.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:teach",
+  "displayName": "Teach",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/productivity/teach/SKILL.md",
+  "description": "Teach the user a new skill or concept, within this workspace.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/productivity/teach/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/to-questionnaire.json b/catalog/mattpocock/to-questionnaire.json
new file mode 100644
index 0000000..2f89201
--- /dev/null
+++ b/catalog/mattpocock/to-questionnaire.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:to-questionnaire",
+  "displayName": "To Questionnaire",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/in-progress/to-questionnaire/SKILL.md",
+  "description": "Turn a decision you can't fully answer into a questionnaire for someone else to fill in.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/in-progress/to-questionnaire/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/to-spec.json b/catalog/mattpocock/to-spec.json
new file mode 100644
index 0000000..4678b92
--- /dev/null
+++ b/catalog/mattpocock/to-spec.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:to-spec",
+  "displayName": "To Spec",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/to-spec/SKILL.md",
+  "description": "Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/to-spec/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/to-tickets.json b/catalog/mattpocock/to-tickets.json
new file mode 100644
index 0000000..f919811
--- /dev/null
+++ b/catalog/mattpocock/to-tickets.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:to-tickets",
+  "displayName": "To Tickets",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/to-tickets/SKILL.md",
+  "description": "Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/to-tickets/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/triage.json b/catalog/mattpocock/triage.json
new file mode 100644
index 0000000..27ef18f
--- /dev/null
+++ b/catalog/mattpocock/triage.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:triage",
+  "displayName": "Triage",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/triage/SKILL.md",
+  "description": "Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/triage/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/ubiquitous-language.json b/catalog/mattpocock/ubiquitous-language.json
new file mode 100644
index 0000000..ce796e2
--- /dev/null
+++ b/catalog/mattpocock/ubiquitous-language.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:ubiquitous-language",
+  "displayName": "Ubiquitous Language",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/deprecated/ubiquitous-language/SKILL.md",
+  "description": "Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms. Saves to...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/deprecated/ubiquitous-language/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/wayfinder.json b/catalog/mattpocock/wayfinder.json
new file mode 100644
index 0000000..775b8e9
--- /dev/null
+++ b/catalog/mattpocock/wayfinder.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:wayfinder",
+  "displayName": "Wayfinder",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/engineering/wayfinder/SKILL.md",
+  "description": "Plan a huge chunk of work — more than one agent session can hold — as a shared map of decision tickets on your issue tracker, and resolve them one at a.",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
+    "repoPath": "skills/engineering/wayfinder/SKILL.md"
+  }
+}
diff --git a/catalog/mattpocock/wizard.json b/catalog/mattpocock/wizard.json
new file mode 100644
index 0000000..81acb7c
--- /dev/null
+++ b/catalog/mattpocock/wizard.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:mattpocock:skills:wizard",
+  "displayName": "Wizard",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/mattpocock/skills/blob/main/skills/in-progress/wizard/SKILL.md",
+  "description": "Generate an interactive bash wizard that walks a human through a manual procedure — third-party setup, a one-off migration, an A→B state transition...",
+  "metadata": {
+    "sourceSet": "mattpocock/skills",
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new file mode 100644
index 0000000..7745c33
--- /dev/null
+++ b/catalog/mattpocock/writing-beats.json
@@ -0,0 +1,11 @@
+{
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new file mode 100644
index 0000000..42e6f93
--- /dev/null
+++ b/catalog/mattpocock/writing-fragments.json
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+{
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new file mode 100644
index 0000000..94a975b
--- /dev/null
+++ b/catalog/mattpocock/writing-great-skills.json
@@ -0,0 +1,11 @@
+{
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new file mode 100644
index 0000000..2ee3c8e
--- /dev/null
+++ b/catalog/mattpocock/writing-shape.json
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+{
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+  "url": "https://github.com/mattpocock/skills/blob/main/skills/in-progress/writing-shape/SKILL.md",
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new file mode 100644
index 0000000..abd8827
--- /dev/null
+++ b/catalog/microsoft/agent-framework-azure-ai-py.json
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+{
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new file mode 100644
index 0000000..5785f90
--- /dev/null
+++ b/catalog/microsoft/applicationinsights-web-ts.json
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+{
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+  "description": "Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web).",
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+    "repoPath": ".github/skills/applicationinsights-web-ts/SKILL.md"
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+}
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new file mode 100644
index 0000000..87ff03a
--- /dev/null
+++ b/catalog/microsoft/azure-ai-agents-persistent-dotnet.json
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+{
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+  "description": "Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools.",
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new file mode 100644
index 0000000..75ae997
--- /dev/null
+++ b/catalog/microsoft/azure-ai-agents-persistent-java.json
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+{
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new file mode 100644
index 0000000..4204cd0
--- /dev/null
+++ b/catalog/microsoft/azure-ai-anomalydetector-java.json
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+{
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new file mode 100644
index 0000000..47dcdb4
--- /dev/null
+++ b/catalog/microsoft/azure-ai-contentsafety-java.json
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+{
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+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-ai-contentsafety-java/SKILL.md"
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new file mode 100644
index 0000000..c245c6f
--- /dev/null
+++ b/catalog/microsoft/azure-ai-contentsafety-py.json
@@ -0,0 +1,11 @@
+{
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+  "description": "Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.",
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+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-contentsafety-py/SKILL.md"
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new file mode 100644
index 0000000..a3ccbbf
--- /dev/null
+++ b/catalog/microsoft/azure-ai-contentsafety-ts.json
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+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-contentsafety-ts",
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+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-ai-contentsafety-ts/SKILL.md"
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new file mode 100644
index 0000000..c642970
--- /dev/null
+++ b/catalog/microsoft/azure-ai-contentunderstanding-py.json
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+{
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+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-contentunderstanding-py/SKILL.md",
+  "description": "Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video.",
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+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-contentunderstanding-py/SKILL.md"
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new file mode 100644
index 0000000..79d622f
--- /dev/null
+++ b/catalog/microsoft/azure-ai-document-intelligence-dotnet.json
@@ -0,0 +1,11 @@
+{
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+  "description": "Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.",
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+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-ai-document-intelligence-dotnet/SKILL.md"
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new file mode 100644
index 0000000..1204004
--- /dev/null
+++ b/catalog/microsoft/azure-ai-document-intelligence-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-document-intelligence-ts",
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+  "description": "Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence).",
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new file mode 100644
index 0000000..616587d
--- /dev/null
+++ b/catalog/microsoft/azure-ai-formrecognizer-java.json
@@ -0,0 +1,11 @@
+{
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+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-formrecognizer-java/SKILL.md",
+  "description": "Azure AI Document Intelligence SDK for Java (com.azure:azure-ai-documentintelligence).",
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+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-ai-formrecognizer-java/SKILL.md"
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diff --git a/catalog/microsoft/azure-ai-language-conversations-py.json b/catalog/microsoft/azure-ai-language-conversations-py.json
new file mode 100644
index 0000000..19bf67b
--- /dev/null
+++ b/catalog/microsoft/azure-ai-language-conversations-py.json
@@ -0,0 +1,11 @@
+{
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+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-language-conversations-py/SKILL.md",
+  "description": "Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK.",
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+  }
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new file mode 100644
index 0000000..bd8f810
--- /dev/null
+++ b/catalog/microsoft/azure-ai-ml-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-ml-py",
+  "displayName": "Azure AI ML Python",
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+  "description": "Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines.",
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new file mode 100644
index 0000000..4d37537
--- /dev/null
+++ b/catalog/microsoft/azure-ai-openai-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-openai-dotnet",
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+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-ai-openai-dotnet/SKILL.md",
+  "description": "Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services.",
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+}
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new file mode 100644
index 0000000..b387aca
--- /dev/null
+++ b/catalog/microsoft/azure-ai-projects-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-projects-dotnet",
+  "displayName": "Azure AI Projects .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-ai-projects-dotnet/SKILL.md",
+  "description": "Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and..",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-ai-projects-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-ai-projects-java.json b/catalog/microsoft/azure-ai-projects-java.json
new file mode 100644
index 0000000..11aa884
--- /dev/null
+++ b/catalog/microsoft/azure-ai-projects-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-projects-java",
+  "displayName": "Azure AI Projects Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-projects-java/SKILL.md",
+  "description": "Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-ai-projects-java/SKILL.md"
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new file mode 100644
index 0000000..eab0d00
--- /dev/null
+++ b/catalog/microsoft/azure-ai-projects-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-projects-py",
+  "displayName": "Azure AI Projects Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-projects-py/SKILL.md",
+  "description": "Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects).",
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+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-projects-py/SKILL.md"
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+}
diff --git a/catalog/microsoft/azure-ai-projects-ts.json b/catalog/microsoft/azure-ai-projects-ts.json
new file mode 100644
index 0000000..22608f4
--- /dev/null
+++ b/catalog/microsoft/azure-ai-projects-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-projects-ts",
+  "displayName": "Azure AI Projects TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-projects-ts/SKILL.md",
+  "description": "Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects).",
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+    "sourceSet": "microsoft/skills",
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+  }
+}
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new file mode 100644
index 0000000..7709092
--- /dev/null
+++ b/catalog/microsoft/azure-ai-textanalytics-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-textanalytics-py",
+  "displayName": "Azure AI Textanalytics Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-textanalytics-py/SKILL.md",
+  "description": "Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-textanalytics-py/SKILL.md"
+  }
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new file mode 100644
index 0000000..4350c79
--- /dev/null
+++ b/catalog/microsoft/azure-ai-transcription-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-transcription-py",
+  "displayName": "Azure AI Transcription Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-transcription-py/SKILL.md",
+  "description": "Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-transcription-py/SKILL.md"
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new file mode 100644
index 0000000..e418022
--- /dev/null
+++ b/catalog/microsoft/azure-ai-translation-document-py.json
@@ -0,0 +1,11 @@
+{
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+  "displayName": "Azure AI Translation Document Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-translation-document-py/SKILL.md",
+  "description": "Azure AI Document Translation SDK for batch translation of documents with format preservation.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-translation-document-py/SKILL.md"
+  }
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diff --git a/catalog/microsoft/azure-ai-translation-text-py.json b/catalog/microsoft/azure-ai-translation-text-py.json
new file mode 100644
index 0000000..a602247
--- /dev/null
+++ b/catalog/microsoft/azure-ai-translation-text-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-translation-text-py",
+  "displayName": "Azure AI Translation Text Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-translation-text-py/SKILL.md",
+  "description": "Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-translation-text-py/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..80bec96
--- /dev/null
+++ b/catalog/microsoft/azure-ai-translation-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-translation-ts",
+  "displayName": "Azure AI Translation TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-translation-ts/SKILL.md",
+  "description": "Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-ai-translation-ts/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..cf98029
--- /dev/null
+++ b/catalog/microsoft/azure-ai-vision-imageanalysis-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-vision-imageanalysis-java",
+  "displayName": "Azure AI Vision Imageanalysis Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-vision-imageanalysis-java/SKILL.md",
+  "description": "Build image analysis applications with Azure AI Vision SDK for Java.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-ai-vision-imageanalysis-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-ai-vision-imageanalysis-py.json b/catalog/microsoft/azure-ai-vision-imageanalysis-py.json
new file mode 100644
index 0000000..6c944b4
--- /dev/null
+++ b/catalog/microsoft/azure-ai-vision-imageanalysis-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-vision-imageanalysis-py",
+  "displayName": "Azure AI Vision Imageanalysis Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-vision-imageanalysis-py/SKILL.md",
+  "description": "Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-vision-imageanalysis-py/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..56cad3a
--- /dev/null
+++ b/catalog/microsoft/azure-ai-voicelive-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-voicelive-dotnet",
+  "displayName": "Azure AI Voicelive .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-ai-voicelive-dotnet/SKILL.md",
+  "description": "Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-ai-voicelive-dotnet/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..a28fc80
--- /dev/null
+++ b/catalog/microsoft/azure-ai-voicelive-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-voicelive-java",
+  "displayName": "Azure AI Voicelive Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-voicelive-java/SKILL.md",
+  "description": "Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-ai-voicelive-java/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..2464350
--- /dev/null
+++ b/catalog/microsoft/azure-ai-voicelive-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-voicelive-py",
+  "displayName": "Azure AI Voicelive Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-voicelive-py/SKILL.md",
+  "description": "Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-ai-voicelive-py/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..111905b
--- /dev/null
+++ b/catalog/microsoft/azure-ai-voicelive-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-ai-voicelive-ts",
+  "displayName": "Azure AI Voicelive TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-voicelive-ts/SKILL.md",
+  "description": "Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-ai-voicelive-ts/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..a3df44d
--- /dev/null
+++ b/catalog/microsoft/azure-app-onboard-prereq.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-app-onboard-prereq",
+  "displayName": "Azure App Onboard Prereq",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-skills/skills/azure-app-onboard-prereq/SKILL.md",
+  "description": "Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-skills/skills/azure-app-onboard-prereq/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-app-onboard.json b/catalog/microsoft/azure-app-onboard.json
new file mode 100644
index 0000000..c07347a
--- /dev/null
+++ b/catalog/microsoft/azure-app-onboard.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-app-onboard",
+  "displayName": "Azure App Onboard",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-skills/skills/azure-app-onboard/SKILL.md",
+  "description": "End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-skills/skills/azure-app-onboard/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..1c83fdd
--- /dev/null
+++ b/catalog/microsoft/azure-appconfiguration-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-appconfiguration-java",
+  "displayName": "Azure Appconfiguration Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-appconfiguration-java/SKILL.md",
+  "description": "Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-appconfiguration-java/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..37181c7
--- /dev/null
+++ b/catalog/microsoft/azure-appconfiguration-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-appconfiguration-py",
+  "displayName": "Azure Appconfiguration Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-appconfiguration-py/SKILL.md",
+  "description": "Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-appconfiguration-py/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..ce9e67c
--- /dev/null
+++ b/catalog/microsoft/azure-appconfiguration-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-appconfiguration-ts",
+  "displayName": "Azure Appconfiguration TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-appconfiguration-ts/SKILL.md",
+  "description": "Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-appconfiguration-ts/SKILL.md"
+  }
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new file mode 100644
index 0000000..4f74440
--- /dev/null
+++ b/catalog/microsoft/azure-communication-callautomation-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-communication-callautomation-java",
+  "displayName": "Azure Communication Callautomation Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-callautomation-java/SKILL.md",
+  "description": "Build call automation workflows with Azure Communication Services Call Automation Java SDK.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-communication-callautomation-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-communication-callingserver-java.json b/catalog/microsoft/azure-communication-callingserver-java.json
new file mode 100644
index 0000000..b139aec
--- /dev/null
+++ b/catalog/microsoft/azure-communication-callingserver-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-communication-callingserver-java",
+  "displayName": "Azure Communication Callingserver Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-callingserver-java/SKILL.md",
+  "description": "Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-communication-callingserver-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-communication-chat-java.json b/catalog/microsoft/azure-communication-chat-java.json
new file mode 100644
index 0000000..00b5211
--- /dev/null
+++ b/catalog/microsoft/azure-communication-chat-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-communication-chat-java",
+  "displayName": "Azure Communication Chat Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-chat-java/SKILL.md",
+  "description": "Build real-time chat applications with Azure Communication Services Chat Java SDK.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-communication-chat-java/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..5bbcb41
--- /dev/null
+++ b/catalog/microsoft/azure-communication-common-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-communication-common-java",
+  "displayName": "Azure Communication Common Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-common-java/SKILL.md",
+  "description": "Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared..",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-communication-common-java/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..58a7790
--- /dev/null
+++ b/catalog/microsoft/azure-communication-sms-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-communication-sms-java",
+  "displayName": "Azure Communication Sms Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-sms-java/SKILL.md",
+  "description": "Send SMS messages with Azure Communication Services SMS Java SDK.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-communication-sms-java/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..05156bc
--- /dev/null
+++ b/catalog/microsoft/azure-compute-batch-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-compute-batch-java",
+  "displayName": "Azure Compute Batch Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-compute-batch-java/SKILL.md",
+  "description": "Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-compute-batch-java/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..86a510f
--- /dev/null
+++ b/catalog/microsoft/azure-containerregistry-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-containerregistry-py",
+  "displayName": "Azure Containerregistry Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-containerregistry-py/SKILL.md",
+  "description": "Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-containerregistry-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-cosmos-db-py.json b/catalog/microsoft/azure-cosmos-db-py.json
new file mode 100644
index 0000000..ca5f8e5
--- /dev/null
+++ b/catalog/microsoft/azure-cosmos-db-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-cosmos-db-py",
+  "displayName": "Azure Cosmos DB Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-cosmos-db-py/SKILL.md",
+  "description": "Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-cosmos-db-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-cosmos-java.json b/catalog/microsoft/azure-cosmos-java.json
new file mode 100644
index 0000000..aa6b745
--- /dev/null
+++ b/catalog/microsoft/azure-cosmos-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-cosmos-java",
+  "displayName": "Azure Cosmos Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-cosmos-java/SKILL.md",
+  "description": "Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-cosmos-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-cosmos-py.json b/catalog/microsoft/azure-cosmos-py.json
new file mode 100644
index 0000000..add777d
--- /dev/null
+++ b/catalog/microsoft/azure-cosmos-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-cosmos-py",
+  "displayName": "Azure Cosmos Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-cosmos-py/SKILL.md",
+  "description": "Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-cosmos-py/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..b01d0a5
--- /dev/null
+++ b/catalog/microsoft/azure-cosmos-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-cosmos-rust",
+  "displayName": "Azure Cosmos Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-cosmos-rust/SKILL.md",
+  "description": "Azure Cosmos DB library for Rust (NoSQL API). Document CRUD, containers, and globally distributed data.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-cosmos-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-cosmos-ts.json b/catalog/microsoft/azure-cosmos-ts.json
new file mode 100644
index 0000000..1fd1f8c
--- /dev/null
+++ b/catalog/microsoft/azure-cosmos-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-cosmos-ts",
+  "displayName": "Azure Cosmos TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-cosmos-ts/SKILL.md",
+  "description": "Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-cosmos-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-data-tables-java.json b/catalog/microsoft/azure-data-tables-java.json
new file mode 100644
index 0000000..f876b73
--- /dev/null
+++ b/catalog/microsoft/azure-data-tables-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-data-tables-java",
+  "displayName": "Azure Data Tables Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-data-tables-java/SKILL.md",
+  "description": "Build table storage applications with Azure Tables SDK for Java.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-data-tables-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-data-tables-py.json b/catalog/microsoft/azure-data-tables-py.json
new file mode 100644
index 0000000..29c9db1
--- /dev/null
+++ b/catalog/microsoft/azure-data-tables-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-data-tables-py",
+  "displayName": "Azure Data Tables Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-data-tables-py/SKILL.md",
+  "description": "Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-data-tables-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-eventgrid-dotnet.json b/catalog/microsoft/azure-eventgrid-dotnet.json
new file mode 100644
index 0000000..5ac697a
--- /dev/null
+++ b/catalog/microsoft/azure-eventgrid-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventgrid-dotnet",
+  "displayName": "Azure Eventgrid .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-eventgrid-dotnet/SKILL.md",
+  "description": "Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-eventgrid-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-eventgrid-java.json b/catalog/microsoft/azure-eventgrid-java.json
new file mode 100644
index 0000000..c8b9e28
--- /dev/null
+++ b/catalog/microsoft/azure-eventgrid-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventgrid-java",
+  "displayName": "Azure Eventgrid Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-eventgrid-java/SKILL.md",
+  "description": "Build event-driven applications with Azure Event Grid SDK for Java.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-eventgrid-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-eventgrid-py.json b/catalog/microsoft/azure-eventgrid-py.json
new file mode 100644
index 0000000..f1d5da4
--- /dev/null
+++ b/catalog/microsoft/azure-eventgrid-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventgrid-py",
+  "displayName": "Azure Eventgrid Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-eventgrid-py/SKILL.md",
+  "description": "Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-eventgrid-py/SKILL.md"
+  }
+}
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new file mode 100644
index 0000000..8bea4aa
--- /dev/null
+++ b/catalog/microsoft/azure-eventhub-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventhub-dotnet",
+  "displayName": "Azure Eventhub .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-eventhub-dotnet/SKILL.md",
+  "description": "Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient)...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-eventhub-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-eventhub-java.json b/catalog/microsoft/azure-eventhub-java.json
new file mode 100644
index 0000000..0b46769
--- /dev/null
+++ b/catalog/microsoft/azure-eventhub-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventhub-java",
+  "displayName": "Azure Eventhub Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-eventhub-java/SKILL.md",
+  "description": "Build real-time streaming applications with Azure Event Hubs SDK for Java.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-eventhub-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-eventhub-py.json b/catalog/microsoft/azure-eventhub-py.json
new file mode 100644
index 0000000..1c17e6a
--- /dev/null
+++ b/catalog/microsoft/azure-eventhub-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventhub-py",
+  "displayName": "Azure Eventhub Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-eventhub-py/SKILL.md",
+  "description": "Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-eventhub-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-eventhub-rust.json b/catalog/microsoft/azure-eventhub-rust.json
new file mode 100644
index 0000000..cff6c18
--- /dev/null
+++ b/catalog/microsoft/azure-eventhub-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventhub-rust",
+  "displayName": "Azure Eventhub Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-eventhub-rust/SKILL.md",
+  "description": "Azure Event Hubs library for Rust. Send and receive events for streaming data ingestion and batch processing.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-eventhub-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-eventhub-ts.json b/catalog/microsoft/azure-eventhub-ts.json
new file mode 100644
index 0000000..4a6d338
--- /dev/null
+++ b/catalog/microsoft/azure-eventhub-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-eventhub-ts",
+  "displayName": "Azure Eventhub TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-eventhub-ts/SKILL.md",
+  "description": "Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-eventhub-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-identity-dotnet.json b/catalog/microsoft/azure-identity-dotnet.json
new file mode 100644
index 0000000..43950b8
--- /dev/null
+++ b/catalog/microsoft/azure-identity-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-identity-dotnet",
+  "displayName": "Azure Identity .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-identity-dotnet/SKILL.md",
+  "description": "Azure Identity library for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-identity-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-identity-java.json b/catalog/microsoft/azure-identity-java.json
new file mode 100644
index 0000000..1f68944
--- /dev/null
+++ b/catalog/microsoft/azure-identity-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-identity-java",
+  "displayName": "Azure Identity Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-identity-java/SKILL.md",
+  "description": "Azure Identity library for Java authentication with Azure services.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-identity-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-identity-py.json b/catalog/microsoft/azure-identity-py.json
new file mode 100644
index 0000000..81cc896
--- /dev/null
+++ b/catalog/microsoft/azure-identity-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-identity-py",
+  "displayName": "Azure Identity Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-identity-py/SKILL.md",
+  "description": "Azure Identity SDK for Python authentication with Microsoft Entra ID.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-identity-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-identity-rust.json b/catalog/microsoft/azure-identity-rust.json
new file mode 100644
index 0000000..2df9355
--- /dev/null
+++ b/catalog/microsoft/azure-identity-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-identity-rust",
+  "displayName": "Azure Identity Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-identity-rust/SKILL.md",
+  "description": "Azure Identity library for Rust. Microsoft Entra ID authentication for all Azure SDK clients.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-identity-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-identity-ts.json b/catalog/microsoft/azure-identity-ts.json
new file mode 100644
index 0000000..c3948f0
--- /dev/null
+++ b/catalog/microsoft/azure-identity-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-identity-ts",
+  "displayName": "Azure Identity TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-identity-ts/SKILL.md",
+  "description": "Authenticate to Azure services using Azure Identity library for JavaScript (@azure/identity).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-identity-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-keyvault-certificates-rust.json b/catalog/microsoft/azure-keyvault-certificates-rust.json
new file mode 100644
index 0000000..8faab00
--- /dev/null
+++ b/catalog/microsoft/azure-keyvault-certificates-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-keyvault-certificates-rust",
+  "displayName": "Azure Keyvault Certificates Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-keyvault-certificates-rust/SKILL.md",
+  "description": "Azure Key Vault Certificates library for Rust. Create, manage, and use X.509 certificates including self-signed and CA-issued.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-keyvault-certificates-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-keyvault-keys-rust.json b/catalog/microsoft/azure-keyvault-keys-rust.json
new file mode 100644
index 0000000..fdf71a4
--- /dev/null
+++ b/catalog/microsoft/azure-keyvault-keys-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-keyvault-keys-rust",
+  "displayName": "Azure Keyvault Keys Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-keyvault-keys-rust/SKILL.md",
+  "description": "Azure Key Vault Keys library for Rust. Create, manage, and use cryptographic keys including RSA, EC, and HSM-protected keys.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-keyvault-keys-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-keyvault-keys-ts.json b/catalog/microsoft/azure-keyvault-keys-ts.json
new file mode 100644
index 0000000..674c240
--- /dev/null
+++ b/catalog/microsoft/azure-keyvault-keys-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-keyvault-keys-ts",
+  "displayName": "Azure Keyvault Keys TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-keyvault-keys-ts/SKILL.md",
+  "description": "Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-keyvault-keys-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-keyvault-py.json b/catalog/microsoft/azure-keyvault-py.json
new file mode 100644
index 0000000..6e6ffa8
--- /dev/null
+++ b/catalog/microsoft/azure-keyvault-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-keyvault-py",
+  "displayName": "Azure Keyvault Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-keyvault-py/SKILL.md",
+  "description": "Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-keyvault-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-keyvault-secrets-rust.json b/catalog/microsoft/azure-keyvault-secrets-rust.json
new file mode 100644
index 0000000..56aa524
--- /dev/null
+++ b/catalog/microsoft/azure-keyvault-secrets-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-keyvault-secrets-rust",
+  "displayName": "Azure Keyvault Secrets Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-keyvault-secrets-rust/SKILL.md",
+  "description": "Azure Key Vault Secrets library for Rust. Store and retrieve secrets, passwords, and API keys.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-keyvault-secrets-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-keyvault-secrets-ts.json b/catalog/microsoft/azure-keyvault-secrets-ts.json
new file mode 100644
index 0000000..e63c990
--- /dev/null
+++ b/catalog/microsoft/azure-keyvault-secrets-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-keyvault-secrets-ts",
+  "displayName": "Azure Keyvault Secrets TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-keyvault-secrets-ts/SKILL.md",
+  "description": "Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-keyvault-secrets-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-maps-search-dotnet.json b/catalog/microsoft/azure-maps-search-dotnet.json
new file mode 100644
index 0000000..362ed54
--- /dev/null
+++ b/catalog/microsoft/azure-maps-search-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-maps-search-dotnet",
+  "displayName": "Azure Maps Search .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-maps-search-dotnet/SKILL.md",
+  "description": "Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-maps-search-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-messaging-webpubsub-java.json b/catalog/microsoft/azure-messaging-webpubsub-java.json
new file mode 100644
index 0000000..94fba5b
--- /dev/null
+++ b/catalog/microsoft/azure-messaging-webpubsub-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-messaging-webpubsub-java",
+  "displayName": "Azure Messaging Webpubsub Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-messaging-webpubsub-java/SKILL.md",
+  "description": "Build real-time web applications with Azure Web PubSub SDK for Java.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-messaging-webpubsub-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-messaging-webpubsubservice-py.json b/catalog/microsoft/azure-messaging-webpubsubservice-py.json
new file mode 100644
index 0000000..443b386
--- /dev/null
+++ b/catalog/microsoft/azure-messaging-webpubsubservice-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-messaging-webpubsubservice-py",
+  "displayName": "Azure Messaging Webpubsubservice Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-messaging-webpubsubservice-py/SKILL.md",
+  "description": "Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-messaging-webpubsubservice-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-apicenter-dotnet.json b/catalog/microsoft/azure-mgmt-apicenter-dotnet.json
new file mode 100644
index 0000000..45dd1c8
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-apicenter-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-apicenter-dotnet",
+  "displayName": "Azure Mgmt Apicenter .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-apicenter-dotnet/SKILL.md",
+  "description": "Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-apicenter-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-apicenter-py.json b/catalog/microsoft/azure-mgmt-apicenter-py.json
new file mode 100644
index 0000000..d082a8c
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-apicenter-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-apicenter-py",
+  "displayName": "Azure Mgmt Apicenter Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-apicenter-py/SKILL.md",
+  "description": "Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-mgmt-apicenter-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-apimanagement-dotnet.json b/catalog/microsoft/azure-mgmt-apimanagement-dotnet.json
new file mode 100644
index 0000000..e177fcd
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-apimanagement-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-apimanagement-dotnet",
+  "displayName": "Azure Mgmt Apimanagement .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-apimanagement-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-apimanagement-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-apimanagement-py.json b/catalog/microsoft/azure-mgmt-apimanagement-py.json
new file mode 100644
index 0000000..038682a
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-apimanagement-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-apimanagement-py",
+  "displayName": "Azure Mgmt Apimanagement Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-apimanagement-py/SKILL.md",
+  "description": "Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-mgmt-apimanagement-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-applicationinsights-dotnet.json b/catalog/microsoft/azure-mgmt-applicationinsights-dotnet.json
new file mode 100644
index 0000000..d2c4d1f
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-applicationinsights-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-applicationinsights-dotnet",
+  "displayName": "Azure Mgmt Applicationinsights .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md",
+  "description": "Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-arizeaiobservabilityeval-dotnet.json b/catalog/microsoft/azure-mgmt-arizeaiobservabilityeval-dotnet.json
new file mode 100644
index 0000000..67489fa
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-arizeaiobservabilityeval-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-arizeaiobservabilityeval-dotnet",
+  "displayName": "Azure Mgmt Arizeaiobservabilityeval .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-botservice-dotnet.json b/catalog/microsoft/azure-mgmt-botservice-dotnet.json
new file mode 100644
index 0000000..7679ac3
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-botservice-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-botservice-dotnet",
+  "displayName": "Azure Mgmt Botservice .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-botservice-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-botservice-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-botservice-py.json b/catalog/microsoft/azure-mgmt-botservice-py.json
new file mode 100644
index 0000000..ea246fa
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-botservice-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-botservice-py",
+  "displayName": "Azure Mgmt Botservice Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-botservice-py/SKILL.md",
+  "description": "Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-mgmt-botservice-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-fabric-dotnet.json b/catalog/microsoft/azure-mgmt-fabric-dotnet.json
new file mode 100644
index 0000000..10806f2
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-fabric-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-fabric-dotnet",
+  "displayName": "Azure Mgmt Fabric .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-fabric-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-fabric-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-fabric-py.json b/catalog/microsoft/azure-mgmt-fabric-py.json
new file mode 100644
index 0000000..842ea87
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-fabric-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-fabric-py",
+  "displayName": "Azure Mgmt Fabric Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-fabric-py/SKILL.md",
+  "description": "Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-mgmt-fabric-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-mongodbatlas-dotnet.json b/catalog/microsoft/azure-mgmt-mongodbatlas-dotnet.json
new file mode 100644
index 0000000..8084da7
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-mongodbatlas-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-mongodbatlas-dotnet",
+  "displayName": "Azure Mgmt Mongodbatlas .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md",
+  "description": "Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-mgmt-weightsandbiases-dotnet.json b/catalog/microsoft/azure-mgmt-weightsandbiases-dotnet.json
new file mode 100644
index 0000000..a6eee5b
--- /dev/null
+++ b/catalog/microsoft/azure-mgmt-weightsandbiases-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-mgmt-weightsandbiases-dotnet",
+  "displayName": "Azure Mgmt Weightsandbiases .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md",
+  "description": "Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-microsoft-playwright-testing-ts.json b/catalog/microsoft/azure-microsoft-playwright-testing-ts.json
new file mode 100644
index 0000000..856bf87
--- /dev/null
+++ b/catalog/microsoft/azure-microsoft-playwright-testing-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-microsoft-playwright-testing-ts",
+  "displayName": "Azure Microsoft Playwright Testing TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-microsoft-playwright-testing-ts/SKILL.md",
+  "description": "Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-microsoft-playwright-testing-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-ingestion-java.json b/catalog/microsoft/azure-monitor-ingestion-java.json
new file mode 100644
index 0000000..e5fc76a
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-ingestion-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-ingestion-java",
+  "displayName": "Azure Monitor Ingestion Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-monitor-ingestion-java/SKILL.md",
+  "description": "Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-monitor-ingestion-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-ingestion-py.json b/catalog/microsoft/azure-monitor-ingestion-py.json
new file mode 100644
index 0000000..eb120af
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-ingestion-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-ingestion-py",
+  "displayName": "Azure Monitor Ingestion Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-ingestion-py/SKILL.md",
+  "description": "Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-monitor-ingestion-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-opentelemetry-exporter-java.json b/catalog/microsoft/azure-monitor-opentelemetry-exporter-java.json
new file mode 100644
index 0000000..cc4295b
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-opentelemetry-exporter-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-opentelemetry-exporter-java",
+  "displayName": "Azure Monitor Opentelemetry Exporter Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md",
+  "description": "Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-opentelemetry-exporter-py.json b/catalog/microsoft/azure-monitor-opentelemetry-exporter-py.json
new file mode 100644
index 0000000..1a63008
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-opentelemetry-exporter-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-opentelemetry-exporter-py",
+  "displayName": "Azure Monitor Opentelemetry Exporter Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md",
+  "description": "Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-opentelemetry-py.json b/catalog/microsoft/azure-monitor-opentelemetry-py.json
new file mode 100644
index 0000000..6f75547
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-opentelemetry-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-opentelemetry-py",
+  "displayName": "Azure Monitor Opentelemetry Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-py/SKILL.md",
+  "description": "Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-opentelemetry-ts.json b/catalog/microsoft/azure-monitor-opentelemetry-ts.json
new file mode 100644
index 0000000..8346708
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-opentelemetry-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-opentelemetry-ts",
+  "displayName": "Azure Monitor Opentelemetry TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-monitor-opentelemetry-ts/SKILL.md",
+  "description": "Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-monitor-opentelemetry-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-query-java.json b/catalog/microsoft/azure-monitor-query-java.json
new file mode 100644
index 0000000..fd86a64
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-query-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-query-java",
+  "displayName": "Azure Monitor Query Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-monitor-query-java/SKILL.md",
+  "description": "Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-monitor-query-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-monitor-query-py.json b/catalog/microsoft/azure-monitor-query-py.json
new file mode 100644
index 0000000..9630a0a
--- /dev/null
+++ b/catalog/microsoft/azure-monitor-query-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-monitor-query-py",
+  "displayName": "Azure Monitor Query Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-query-py/SKILL.md",
+  "description": "Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-monitor-query-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-postgres-ts.json b/catalog/microsoft/azure-postgres-ts.json
new file mode 100644
index 0000000..0e1e60a
--- /dev/null
+++ b/catalog/microsoft/azure-postgres-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-postgres-ts",
+  "displayName": "Azure Postgres TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-postgres-ts/SKILL.md",
+  "description": "Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-postgres-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-resource-manager-cosmosdb-dotnet.json b/catalog/microsoft/azure-resource-manager-cosmosdb-dotnet.json
new file mode 100644
index 0000000..1a8aa8f
--- /dev/null
+++ b/catalog/microsoft/azure-resource-manager-cosmosdb-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-resource-manager-cosmosdb-dotnet",
+  "displayName": "Azure Resource Manager Cosmosdb .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-resource-manager-durabletask-dotnet.json b/catalog/microsoft/azure-resource-manager-durabletask-dotnet.json
new file mode 100644
index 0000000..607ae23
--- /dev/null
+++ b/catalog/microsoft/azure-resource-manager-durabletask-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-resource-manager-durabletask-dotnet",
+  "displayName": "Azure Resource Manager Durabletask .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-durabletask-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Durable Task Scheduler in .NET.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-durabletask-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-resource-manager-mysql-dotnet.json b/catalog/microsoft/azure-resource-manager-mysql-dotnet.json
new file mode 100644
index 0000000..a05854a
--- /dev/null
+++ b/catalog/microsoft/azure-resource-manager-mysql-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-resource-manager-mysql-dotnet",
+  "displayName": "Azure Resource Manager MySQL .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-mysql-dotnet/SKILL.md",
+  "description": "Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-mysql-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-resource-manager-playwright-dotnet.json b/catalog/microsoft/azure-resource-manager-playwright-dotnet.json
new file mode 100644
index 0000000..32d9e56
--- /dev/null
+++ b/catalog/microsoft/azure-resource-manager-playwright-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-resource-manager-playwright-dotnet",
+  "displayName": "Azure Resource Manager Playwright .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-playwright-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-playwright-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-resource-manager-postgresql-dotnet.json b/catalog/microsoft/azure-resource-manager-postgresql-dotnet.json
new file mode 100644
index 0000000..198ae1b
--- /dev/null
+++ b/catalog/microsoft/azure-resource-manager-postgresql-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-resource-manager-postgresql-dotnet",
+  "displayName": "Azure Resource Manager PostgreSQL .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-postgresql-dotnet/SKILL.md",
+  "description": "Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-postgresql-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-resource-manager-redis-dotnet.json b/catalog/microsoft/azure-resource-manager-redis-dotnet.json
new file mode 100644
index 0000000..c702268
--- /dev/null
+++ b/catalog/microsoft/azure-resource-manager-redis-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-resource-manager-redis-dotnet",
+  "displayName": "Azure Resource Manager Redis .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-redis-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-redis-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-resource-manager-sql-dotnet.json b/catalog/microsoft/azure-resource-manager-sql-dotnet.json
new file mode 100644
index 0000000..a98ce34
--- /dev/null
+++ b/catalog/microsoft/azure-resource-manager-sql-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-resource-manager-sql-dotnet",
+  "displayName": "Azure Resource Manager SQL .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-sql-dotnet/SKILL.md",
+  "description": "Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-sql-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-search-documents-dotnet.json b/catalog/microsoft/azure-search-documents-dotnet.json
new file mode 100644
index 0000000..35252f1
--- /dev/null
+++ b/catalog/microsoft/azure-search-documents-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-search-documents-dotnet",
+  "displayName": "Azure Search Documents .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-search-documents-dotnet/SKILL.md",
+  "description": "Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-search-documents-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-search-documents-py.json b/catalog/microsoft/azure-search-documents-py.json
new file mode 100644
index 0000000..e7b2feb
--- /dev/null
+++ b/catalog/microsoft/azure-search-documents-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-search-documents-py",
+  "displayName": "Azure Search Documents Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-search-documents-py/SKILL.md",
+  "description": "Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-search-documents-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-search-documents-ts.json b/catalog/microsoft/azure-search-documents-ts.json
new file mode 100644
index 0000000..41b75fe
--- /dev/null
+++ b/catalog/microsoft/azure-search-documents-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-search-documents-ts",
+  "displayName": "Azure Search Documents TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-search-documents-ts/SKILL.md",
+  "description": "Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-search-documents-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-security-keyvault-keys-dotnet.json b/catalog/microsoft/azure-security-keyvault-keys-dotnet.json
new file mode 100644
index 0000000..5e0f94e
--- /dev/null
+++ b/catalog/microsoft/azure-security-keyvault-keys-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-security-keyvault-keys-dotnet",
+  "displayName": "Azure Security Keyvault Keys .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-security-keyvault-keys-dotnet/SKILL.md",
+  "description": "Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-security-keyvault-keys-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-security-keyvault-keys-java.json b/catalog/microsoft/azure-security-keyvault-keys-java.json
new file mode 100644
index 0000000..1888dde
--- /dev/null
+++ b/catalog/microsoft/azure-security-keyvault-keys-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-security-keyvault-keys-java",
+  "displayName": "Azure Security Keyvault Keys Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-security-keyvault-keys-java/SKILL.md",
+  "description": "Azure Key Vault Keys Java SDK for cryptographic key management.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-security-keyvault-keys-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-security-keyvault-secrets-java.json b/catalog/microsoft/azure-security-keyvault-secrets-java.json
new file mode 100644
index 0000000..0e8e5a8
--- /dev/null
+++ b/catalog/microsoft/azure-security-keyvault-secrets-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-security-keyvault-secrets-java",
+  "displayName": "Azure Security Keyvault Secrets Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-security-keyvault-secrets-java/SKILL.md",
+  "description": "Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-security-keyvault-secrets-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-servicebus-dotnet.json b/catalog/microsoft/azure-servicebus-dotnet.json
new file mode 100644
index 0000000..d4ef6d1
--- /dev/null
+++ b/catalog/microsoft/azure-servicebus-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-servicebus-dotnet",
+  "displayName": "Azure Servicebus .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-servicebus-dotnet/SKILL.md",
+  "description": "Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/azure-servicebus-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-servicebus-py.json b/catalog/microsoft/azure-servicebus-py.json
new file mode 100644
index 0000000..afcf2e8
--- /dev/null
+++ b/catalog/microsoft/azure-servicebus-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-servicebus-py",
+  "displayName": "Azure Servicebus Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-servicebus-py/SKILL.md",
+  "description": "Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-servicebus-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-servicebus-ts.json b/catalog/microsoft/azure-servicebus-ts.json
new file mode 100644
index 0000000..7790de8
--- /dev/null
+++ b/catalog/microsoft/azure-servicebus-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-servicebus-ts",
+  "displayName": "Azure Servicebus TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-servicebus-ts/SKILL.md",
+  "description": "Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-servicebus-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-speech-to-text-rest-py.json b/catalog/microsoft/azure-speech-to-text-rest-py.json
new file mode 100644
index 0000000..8681873
--- /dev/null
+++ b/catalog/microsoft/azure-speech-to-text-rest-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-speech-to-text-rest-py",
+  "displayName": "Azure Speech to Text REST Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-speech-to-text-rest-py/SKILL.md",
+  "description": "Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-speech-to-text-rest-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-blob-java.json b/catalog/microsoft/azure-storage-blob-java.json
new file mode 100644
index 0000000..3cbd435
--- /dev/null
+++ b/catalog/microsoft/azure-storage-blob-java.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-blob-java",
+  "displayName": "Azure Storage Blob Java",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-storage-blob-java/SKILL.md",
+  "description": "Build blob storage applications with Azure Storage Blob SDK for Java.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-java/skills/azure-storage-blob-java/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-blob-py.json b/catalog/microsoft/azure-storage-blob-py.json
new file mode 100644
index 0000000..9e686a2
--- /dev/null
+++ b/catalog/microsoft/azure-storage-blob-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-blob-py",
+  "displayName": "Azure Storage Blob Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-blob-py/SKILL.md",
+  "description": "Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-storage-blob-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-blob-rust.json b/catalog/microsoft/azure-storage-blob-rust.json
new file mode 100644
index 0000000..7a7224f
--- /dev/null
+++ b/catalog/microsoft/azure-storage-blob-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-blob-rust",
+  "displayName": "Azure Storage Blob Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-storage-blob-rust/SKILL.md",
+  "description": "Azure Blob Storage library for Rust. Upload, download, and manage blobs and containers.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-storage-blob-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-blob-ts.json b/catalog/microsoft/azure-storage-blob-ts.json
new file mode 100644
index 0000000..5f32143
--- /dev/null
+++ b/catalog/microsoft/azure-storage-blob-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-blob-ts",
+  "displayName": "Azure Storage Blob TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-storage-blob-ts/SKILL.md",
+  "description": "Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-storage-blob-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-file-datalake-py.json b/catalog/microsoft/azure-storage-file-datalake-py.json
new file mode 100644
index 0000000..dc79cee
--- /dev/null
+++ b/catalog/microsoft/azure-storage-file-datalake-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-file-datalake-py",
+  "displayName": "Azure Storage File Datalake Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-file-datalake-py/SKILL.md",
+  "description": "Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-storage-file-datalake-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-file-share-py.json b/catalog/microsoft/azure-storage-file-share-py.json
new file mode 100644
index 0000000..82fad9a
--- /dev/null
+++ b/catalog/microsoft/azure-storage-file-share-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-file-share-py",
+  "displayName": "Azure Storage File Share Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-file-share-py/SKILL.md",
+  "description": "Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-storage-file-share-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-file-share-ts.json b/catalog/microsoft/azure-storage-file-share-ts.json
new file mode 100644
index 0000000..3fb41ee
--- /dev/null
+++ b/catalog/microsoft/azure-storage-file-share-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-file-share-ts",
+  "displayName": "Azure Storage File Share TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-storage-file-share-ts/SKILL.md",
+  "description": "Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-storage-file-share-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-queue-py.json b/catalog/microsoft/azure-storage-queue-py.json
new file mode 100644
index 0000000..11e98d2
--- /dev/null
+++ b/catalog/microsoft/azure-storage-queue-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-queue-py",
+  "displayName": "Azure Storage Queue Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-queue-py/SKILL.md",
+  "description": "Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/azure-storage-queue-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-queue-rust.json b/catalog/microsoft/azure-storage-queue-rust.json
new file mode 100644
index 0000000..0dfe64a
--- /dev/null
+++ b/catalog/microsoft/azure-storage-queue-rust.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-queue-rust",
+  "displayName": "Azure Storage Queue Rust",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-storage-queue-rust/SKILL.md",
+  "description": "Azure Queue Storage library for Rust. Send, receive, and manage queue messages.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-rust/skills/azure-storage-queue-rust/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-storage-queue-ts.json b/catalog/microsoft/azure-storage-queue-ts.json
new file mode 100644
index 0000000..c357c22
--- /dev/null
+++ b/catalog/microsoft/azure-storage-queue-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-storage-queue-ts",
+  "displayName": "Azure Storage Queue TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-storage-queue-ts/SKILL.md",
+  "description": "Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-storage-queue-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/azure-web-pubsub-ts.json b/catalog/microsoft/azure-web-pubsub-ts.json
new file mode 100644
index 0000000..3e63a3c
--- /dev/null
+++ b/catalog/microsoft/azure-web-pubsub-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:azure-web-pubsub-ts",
+  "displayName": "Azure Web Pubsub TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-web-pubsub-ts/SKILL.md",
+  "description": "Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/azure-web-pubsub-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/cloud-solution-architect.json b/catalog/microsoft/cloud-solution-architect.json
new file mode 100644
index 0000000..883eaf3
--- /dev/null
+++ b/catalog/microsoft/cloud-solution-architect.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:cloud-solution-architect",
+  "displayName": "Cloud Solution Architect",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/cloud-solution-architect/SKILL.md",
+  "description": "Transform the agent into a Cloud Solution Architect following Azure Architecture Center best practices.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/cloud-solution-architect/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/continual-learning.json b/catalog/microsoft/continual-learning.json
new file mode 100644
index 0000000..b228bd5
--- /dev/null
+++ b/catalog/microsoft/continual-learning.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:continual-learning",
+  "displayName": "Continual Learning",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/continual-learning/SKILL.md",
+  "description": "Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/continual-learning/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/copilot-sdk.json b/catalog/microsoft/copilot-sdk.json
new file mode 100644
index 0000000..6b0aaa7
--- /dev/null
+++ b/catalog/microsoft/copilot-sdk.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:copilot-sdk",
+  "displayName": "Copilot SDK",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/copilot-sdk/SKILL.md",
+  "description": "Build applications powered by GitHub Copilot using the Copilot SDK.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/copilot-sdk/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/debugview.json b/catalog/microsoft/debugview.json
new file mode 100644
index 0000000..9ea2ed4
--- /dev/null
+++ b/catalog/microsoft/debugview.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:debugview",
+  "displayName": "Debugview",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/debugview/SKILL.md",
+  "description": "Sysinternals DebugView CLI (DbgViewCli) for capturing and analyzing usermode and kernel-mode Windows debug output from the command line.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/debugview/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/declarative-agent-developer.json b/catalog/microsoft/declarative-agent-developer.json
new file mode 100644
index 0000000..62efc05
--- /dev/null
+++ b/catalog/microsoft/declarative-agent-developer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:declarative-agent-developer",
+  "displayName": "Declarative Agent Developer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/microsoft-365-agents-toolkit/skills/declarative-agent-developer/SKILL.md",
+  "description": "Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. USE THIS SKILL for ANY task involving a declarative agent — including",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/microsoft-365-agents-toolkit/skills/declarative-agent-developer/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/deploy.json b/catalog/microsoft/deploy.json
new file mode 100644
index 0000000..de8e26b
--- /dev/null
+++ b/catalog/microsoft/deploy.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:deploy",
+  "displayName": "Deploy",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-skills/skills/azure-app-onboard/deploy/SKILL.md",
+  "description": "Invoked by the `azure-app-onboard` orchestrator at Phase 4 when `scaffold-manifest.json` exists with `files[]` and `validationResult`.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-skills/skills/azure-app-onboard/deploy/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/fastapi-router-py.json b/catalog/microsoft/fastapi-router-py.json
new file mode 100644
index 0000000..73b4a21
--- /dev/null
+++ b/catalog/microsoft/fastapi-router-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:fastapi-router-py",
+  "displayName": "Fastapi Router Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/fastapi-router-py/SKILL.md",
+  "description": "Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/fastapi-router-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/frontend-design-review.json b/catalog/microsoft/frontend-design-review.json
new file mode 100644
index 0000000..bd858d5
--- /dev/null
+++ b/catalog/microsoft/frontend-design-review.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:frontend-design-review",
+  "displayName": "Frontend Design Review",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/frontend-design-review/SKILL.md",
+  "description": "Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/frontend-design-review/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/frontend-ui-dark-ts.json b/catalog/microsoft/frontend-ui-dark-ts.json
new file mode 100644
index 0000000..d7d42f4
--- /dev/null
+++ b/catalog/microsoft/frontend-ui-dark-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:frontend-ui-dark-ts",
+  "displayName": "Frontend UI Dark TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/frontend-ui-dark-ts/SKILL.md",
+  "description": "Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/frontend-ui-dark-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/github-issue-creator.json b/catalog/microsoft/github-issue-creator.json
new file mode 100644
index 0000000..1bc971f
--- /dev/null
+++ b/catalog/microsoft/github-issue-creator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:github-issue-creator",
+  "displayName": "GitHub Issue Creator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/github-issue-creator/SKILL.md",
+  "description": "Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/github-issue-creator/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/install-atk.json b/catalog/microsoft/install-atk.json
new file mode 100644
index 0000000..8061e18
--- /dev/null
+++ b/catalog/microsoft/install-atk.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:install-atk",
+  "displayName": "Install Atk",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/microsoft-365-agents-toolkit/skills/install-atk/SKILL.md",
+  "description": "Install or update the M365 Agents Toolkit (ATK) CLI and VS Code extension.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/microsoft-365-agents-toolkit/skills/install-atk/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/kql.json b/catalog/microsoft/kql.json
new file mode 100644
index 0000000..57f3274
--- /dev/null
+++ b/catalog/microsoft/kql.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:kql",
+  "displayName": "Kql",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/kql/SKILL.md",
+  "description": "KQL language expertise for writing correct, efficient Kusto Query Language queries.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/kql/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/m365-agent-evaluator.json b/catalog/microsoft/m365-agent-evaluator.json
new file mode 100644
index 0000000..bf1fce2
--- /dev/null
+++ b/catalog/microsoft/m365-agent-evaluator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:m365-agent-evaluator",
+  "displayName": "M365 Agent Evaluator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/microsoft-365-agents-toolkit/skills/m365-agent-evaluator/SKILL.md",
+  "description": "Use this skill when a user wants to create, run, or analyze evaluation suites for Microsoft 365 Copilot declarative agents with the public...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/microsoft-365-agents-toolkit/skills/m365-agent-evaluator/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/m365-agents-dotnet.json b/catalog/microsoft/m365-agents-dotnet.json
new file mode 100644
index 0000000..8a62557
--- /dev/null
+++ b/catalog/microsoft/m365-agents-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:m365-agents-dotnet",
+  "displayName": "M365 Agents .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/m365-agents-dotnet/SKILL.md",
+  "description": "Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/m365-agents-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/m365-agents-py.json b/catalog/microsoft/m365-agents-py.json
new file mode 100644
index 0000000..16215a2
--- /dev/null
+++ b/catalog/microsoft/m365-agents-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:m365-agents-py",
+  "displayName": "M365 Agents Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/m365-agents-py/SKILL.md",
+  "description": "Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming..",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/m365-agents-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/m365-agents-ts.json b/catalog/microsoft/m365-agents-ts.json
new file mode 100644
index 0000000..af2b330
--- /dev/null
+++ b/catalog/microsoft/m365-agents-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:m365-agents-ts",
+  "displayName": "M365 Agents TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/m365-agents-ts/SKILL.md",
+  "description": "Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/m365-agents-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/mcp-builder.json b/catalog/microsoft/mcp-builder.json
new file mode 100644
index 0000000..b7b19c8
--- /dev/null
+++ b/catalog/microsoft/mcp-builder.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:mcp-builder",
+  "displayName": "MCP Builder",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/mcp-builder/SKILL.md",
+  "description": "Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/mcp-builder/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/microsoft-azure-webjobs-extensions-authentication-events-dotnet.json b/catalog/microsoft/microsoft-azure-webjobs-extensions-authentication-events-dotnet.json
new file mode 100644
index 0000000..47e61df
--- /dev/null
+++ b/catalog/microsoft/microsoft-azure-webjobs-extensions-authentication-events-dotnet.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:microsoft-azure-webjobs-extensions-authentication-events-dotnet",
+  "displayName": "Microsoft Azure Webjobs Extensions Authentication Events .NET",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md",
+  "description": "Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-dotnet/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/microsoft-docs.json b/catalog/microsoft/microsoft-docs.json
new file mode 100644
index 0000000..da410d1
--- /dev/null
+++ b/catalog/microsoft/microsoft-docs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:microsoft-docs",
+  "displayName": "Microsoft Docs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/microsoft-docs/SKILL.md",
+  "description": "Understand Microsoft technologies by querying official documentation.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/microsoft-docs/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/podcast-generation.json b/catalog/microsoft/podcast-generation.json
new file mode 100644
index 0000000..0853e07
--- /dev/null
+++ b/catalog/microsoft/podcast-generation.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:podcast-generation",
+  "displayName": "Podcast Generation",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/podcast-generation/SKILL.md",
+  "description": "Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/podcast-generation/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/prepare.json b/catalog/microsoft/prepare.json
new file mode 100644
index 0000000..3744bcf
--- /dev/null
+++ b/catalog/microsoft/prepare.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:prepare",
+  "displayName": "Prepare",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-skills/skills/azure-app-onboard/prepare/SKILL.md",
+  "description": "Invoked by the `azure-app-onboard` orchestrator at Phase 2 when `prereq-output.json` exists. Not directly user-routable.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-skills/skills/azure-app-onboard/prepare/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/pydantic-models-py.json b/catalog/microsoft/pydantic-models-py.json
new file mode 100644
index 0000000..80ad93a
--- /dev/null
+++ b/catalog/microsoft/pydantic-models-py.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:pydantic-models-py",
+  "displayName": "Pydantic Models Python",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/pydantic-models-py/SKILL.md",
+  "description": "Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-python/skills/pydantic-models-py/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/react-flow-node-ts.json b/catalog/microsoft/react-flow-node-ts.json
new file mode 100644
index 0000000..9e64632
--- /dev/null
+++ b/catalog/microsoft/react-flow-node-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:react-flow-node-ts",
+  "displayName": "React Flow Node TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/react-flow-node-ts/SKILL.md",
+  "description": "Create React Flow node components with TypeScript types, handles, and Zustand integration.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/react-flow-node-ts/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/scaffold.json b/catalog/microsoft/scaffold.json
new file mode 100644
index 0000000..2f5a009
--- /dev/null
+++ b/catalog/microsoft/scaffold.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:scaffold",
+  "displayName": "Scaffold",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-skills/skills/azure-app-onboard/scaffold/SKILL.md",
+  "description": "Generate deployment-ready infrastructure code from an architecture plan, verify it with adversarial self-review, and bridge to validation — all without.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-skills/skills/azure-app-onboard/scaffold/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/skill-creator.json b/catalog/microsoft/skill-creator.json
new file mode 100644
index 0000000..9c81b52
--- /dev/null
+++ b/catalog/microsoft/skill-creator.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:skill-creator",
+  "displayName": "Skill Creator",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/skill-creator/SKILL.md",
+  "description": "Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/skill-creator/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/skills-entra-agent-id.json b/catalog/microsoft/skills-entra-agent-id.json
new file mode 100644
index 0000000..5d1732a
--- /dev/null
+++ b/catalog/microsoft/skills-entra-agent-id.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:entra-agent-id",
+  "displayName": "Entra Agent Id",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/skills/entra-agent-id/SKILL.md",
+  "description": "Microsoft Entra Agent ID (preview) for creating OAuth2-capable AI agent identities via Microsoft Graph beta API.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/skills/entra-agent-id/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/slack-to-teams.json b/catalog/microsoft/slack-to-teams.json
new file mode 100644
index 0000000..cc7b59f
--- /dev/null
+++ b/catalog/microsoft/slack-to-teams.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:slack-to-teams",
+  "displayName": "Slack to Teams",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/microsoft-365-agents-toolkit/skills/teams-app-developer/slack-to-teams/SKILL.md",
+  "description": "Sub-skill of microsoft-365-agents-toolkit. Routed expert system with 100+ micro-expert files for migrating Slack bots to Teams, cross-platform bridging.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/microsoft-365-agents-toolkit/skills/teams-app-developer/slack-to-teams/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/teams-app-developer.json b/catalog/microsoft/teams-app-developer.json
new file mode 100644
index 0000000..f2748d5
--- /dev/null
+++ b/catalog/microsoft/teams-app-developer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:teams-app-developer",
+  "displayName": "Teams App Developer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/microsoft-365-agents-toolkit/skills/teams-app-developer/SKILL.md",
+  "description": "Builds, tests, and deploys Microsoft 365 apps and agents for Teams and Copilot.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/microsoft-365-agents-toolkit/skills/teams-app-developer/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/ui-widget-developer.json b/catalog/microsoft/ui-widget-developer.json
new file mode 100644
index 0000000..3053cd8
--- /dev/null
+++ b/catalog/microsoft/ui-widget-developer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:ui-widget-developer",
+  "displayName": "UI Widget Developer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/microsoft-365-agents-toolkit/skills/ui-widget-developer/SKILL.md",
+  "description": "Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language).",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/microsoft-365-agents-toolkit/skills/ui-widget-developer/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-ado-convert.json b/catalog/microsoft/wiki-ado-convert.json
new file mode 100644
index 0000000..f0274c5
--- /dev/null
+++ b/catalog/microsoft/wiki-ado-convert.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-ado-convert",
+  "displayName": "Wiki Ado Convert",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-ado-convert/SKILL.md",
+  "description": "Converts VitePress/GFM wiki markdown to Azure DevOps Wiki-compatible format.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-ado-convert/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-agents-md.json b/catalog/microsoft/wiki-agents-md.json
new file mode 100644
index 0000000..ef19c78
--- /dev/null
+++ b/catalog/microsoft/wiki-agents-md.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-agents-md",
+  "displayName": "Wiki Agents MD",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-agents-md/SKILL.md",
+  "description": "Generates AGENTS.md files for repository folders — coding agent context files with build commands, testing instructions, code style, project structure..",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-agents-md/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-architect.json b/catalog/microsoft/wiki-architect.json
new file mode 100644
index 0000000..03e0714
--- /dev/null
+++ b/catalog/microsoft/wiki-architect.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-architect",
+  "displayName": "Wiki Architect",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-architect/SKILL.md",
+  "description": "Analyzes code repositories and generates hierarchical documentation structures with onboarding guides.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-architect/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-changelog.json b/catalog/microsoft/wiki-changelog.json
new file mode 100644
index 0000000..32e69a2
--- /dev/null
+++ b/catalog/microsoft/wiki-changelog.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-changelog",
+  "displayName": "Wiki Changelog",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-changelog/SKILL.md",
+  "description": "Analyzes git commit history and generates structured changelogs categorized by change type.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-changelog/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-llms-txt.json b/catalog/microsoft/wiki-llms-txt.json
new file mode 100644
index 0000000..9a1f093
--- /dev/null
+++ b/catalog/microsoft/wiki-llms-txt.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-llms-txt",
+  "displayName": "Wiki Llms Txt",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-llms-txt/SKILL.md",
+  "description": "Generates llms.txt and llms-full.txt files for LLM-friendly project documentation following the llms.txt specification.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-llms-txt/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-onboarding.json b/catalog/microsoft/wiki-onboarding.json
new file mode 100644
index 0000000..0b1900e
--- /dev/null
+++ b/catalog/microsoft/wiki-onboarding.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-onboarding",
+  "displayName": "Wiki Onboarding",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-onboarding/SKILL.md",
+  "description": "Generates four audience-tailored onboarding guides in an onboarding/ folder — Contributor, Staff Engineer, Executive, and Product Manager.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-onboarding/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-page-writer.json b/catalog/microsoft/wiki-page-writer.json
new file mode 100644
index 0000000..38be408
--- /dev/null
+++ b/catalog/microsoft/wiki-page-writer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-page-writer",
+  "displayName": "Wiki Page Writer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-page-writer/SKILL.md",
+  "description": "Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-page-writer/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-qa.json b/catalog/microsoft/wiki-qa.json
new file mode 100644
index 0000000..b20fa07
--- /dev/null
+++ b/catalog/microsoft/wiki-qa.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-qa",
+  "displayName": "Wiki QA",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-qa/SKILL.md",
+  "description": "Answers questions about a code repository using source file analysis.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-qa/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-researcher.json b/catalog/microsoft/wiki-researcher.json
new file mode 100644
index 0000000..d221aed
--- /dev/null
+++ b/catalog/microsoft/wiki-researcher.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-researcher",
+  "displayName": "Wiki Researcher",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-researcher/SKILL.md",
+  "description": "Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-researcher/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/wiki-vitepress.json b/catalog/microsoft/wiki-vitepress.json
new file mode 100644
index 0000000..380826b
--- /dev/null
+++ b/catalog/microsoft/wiki-vitepress.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:wiki-vitepress",
+  "displayName": "Wiki Vitepress",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/deep-wiki/skills/wiki-vitepress/SKILL.md",
+  "description": "Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build...",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/deep-wiki/skills/wiki-vitepress/SKILL.md"
+  }
+}
diff --git a/catalog/microsoft/zustand-store-ts.json b/catalog/microsoft/zustand-store-ts.json
new file mode 100644
index 0000000..10ab7d1
--- /dev/null
+++ b/catalog/microsoft/zustand-store-ts.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:microsoft:skills:zustand-store-ts",
+  "displayName": "Zustand Store TS",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/zustand-store-ts/SKILL.md",
+  "description": "Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation.",
+  "metadata": {
+    "sourceSet": "microsoft/skills",
+    "repoPath": ".github/plugins/azure-sdk-typescript/skills/zustand-store-ts/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/affinage.json b/catalog/paulnsorensen/affinage.json
new file mode 100644
index 0000000..b733b39
--- /dev/null
+++ b/catalog/paulnsorensen/affinage.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:affinage",
+  "displayName": "Affinage",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/affinage/SKILL.md",
+  "description": "Triage a PR's review comments and failing CI (plus merge conflicts) through the /age lens, deciding which claims are worth acting on.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/affinage/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/age.json b/catalog/paulnsorensen/age.json
new file mode 100644
index 0000000..001d4b0
--- /dev/null
+++ b/catalog/paulnsorensen/age.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:age",
+  "displayName": "Age",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/age/SKILL.md",
+  "description": "Review a diff, PR, branch, or path across ten orthogonal dimensions (correctness, security, encapsulation, spec, complexity, deslop, assertions, NIH...",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/age/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/briesearch.json b/catalog/paulnsorensen/briesearch.json
new file mode 100644
index 0000000..e34b4ce
--- /dev/null
+++ b/catalog/paulnsorensen/briesearch.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:briesearch",
+  "displayName": "Briesearch",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/briesearch/SKILL.md",
+  "description": "Research questions external to the codebase across library docs (Context7), the web (Tavily), local code through semantic source search, GitHub examples",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/briesearch/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/cheese.json b/catalog/paulnsorensen/cheese.json
new file mode 100644
index 0000000..4679aa7
--- /dev/null
+++ b/catalog/paulnsorensen/cheese.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:cheese",
+  "displayName": "Cheese",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/cheese/SKILL.md",
+  "description": "Route any dropped-in input — idea, spec path, file path, PR or issue, stack trace, bug report, or bare `/cheese` — to the right workflow skill.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/cheese/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/cook.json b/catalog/paulnsorensen/cook.json
new file mode 100644
index 0000000..fd4c155
--- /dev/null
+++ b/catalog/paulnsorensen/cook.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:cook",
+  "displayName": "Cook",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/cook/SKILL.md",
+  "description": "Implement an approved spec or focused unambiguous task through stale-safe source edits.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/cook/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/culture.json b/catalog/paulnsorensen/culture.json
new file mode 100644
index 0000000..6867674
--- /dev/null
+++ b/catalog/paulnsorensen/culture.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:culture",
+  "displayName": "Culture",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/culture/SKILL.md",
+  "description": "Primarily the agent's internal-thinking skill — invoke it silently to model a problem, identify trade-offs, and decide what to do, BEFORE asking the...",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/culture/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/cure.json b/catalog/paulnsorensen/cure.json
new file mode 100644
index 0000000..4e93a25
--- /dev/null
+++ b/catalog/paulnsorensen/cure.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:cure",
+  "displayName": "Cure",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/cure/SKILL.md",
+  "description": "Apply fixes from an /age report, finding list, or CI failure, then run the project's test/lint/build gates and hand a clean cure to /plate for...",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/cure/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/easy-cheese-setup.json b/catalog/paulnsorensen/easy-cheese-setup.json
new file mode 100644
index 0000000..9436843
--- /dev/null
+++ b/catalog/paulnsorensen/easy-cheese-setup.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:easy-cheese-setup",
+  "displayName": "Easy Cheese Setup",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/easy-cheese-setup/SKILL.md",
+  "description": "Register and repair the durable cheese hallouminate corpus and the per-repo tenant.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/easy-cheese-setup/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/hard-cheese.json b/catalog/paulnsorensen/hard-cheese.json
new file mode 100644
index 0000000..e4c9146
--- /dev/null
+++ b/catalog/paulnsorensen/hard-cheese.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:hard-cheese",
+  "displayName": "Hard Cheese",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/hard-cheese/SKILL.md",
+  "description": "Metacognitive vibecheck gate before code is shared for review — make the author explain the diff's causal logic, graded by a fresh-context judge against",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/hard-cheese/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/melt.json b/catalog/paulnsorensen/melt.json
new file mode 100644
index 0000000..b3accbe
--- /dev/null
+++ b/catalog/paulnsorensen/melt.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:melt",
+  "displayName": "Melt",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/melt/SKILL.md",
+  "description": "Resolve git merge, rebase, or cherry-pick conflicts via a structural-merge cascade — mergiraf (AST-aware auto-resolve) → git rerere (replay remembered..",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/melt/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/mold.json b/catalog/paulnsorensen/mold.json
new file mode 100644
index 0000000..a4a70fb
--- /dev/null
+++ b/catalog/paulnsorensen/mold.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:mold",
+  "displayName": "Mold",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/mold/SKILL.md",
+  "description": "Converge a fuzzy idea or half-formed feature into an approved spec through an iterative, grounded design dialogue.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/mold/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/pasteurize.json b/catalog/paulnsorensen/pasteurize.json
new file mode 100644
index 0000000..7965d28
--- /dev/null
+++ b/catalog/paulnsorensen/pasteurize.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:pasteurize",
+  "displayName": "Pasteurize",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/pasteurize/SKILL.md",
+  "description": "Hard-bug DIAGNOSIS + FIX: reproduce the failure, name the cause, write a regression test, apply the minimal fix.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/pasteurize/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/plate.json b/catalog/paulnsorensen/plate.json
new file mode 100644
index 0000000..1f01429
--- /dev/null
+++ b/catalog/paulnsorensen/plate.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:plate",
+  "displayName": "Plate",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/plate/SKILL.md",
+  "description": "Turn finished local work into a commit, an ordinary pull request, or a stacked pull-request chain.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/plate/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/press.json b/catalog/paulnsorensen/press.json
new file mode 100644
index 0000000..5742927
--- /dev/null
+++ b/catalog/paulnsorensen/press.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:press",
+  "displayName": "Press",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/press/SKILL.md",
+  "description": "Harden the test surface after `/cook` — map changed behavior to tests, find weak assertions and missing boundaries, and add focused hardening tests.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/press/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/python-authoring.json b/catalog/paulnsorensen/python-authoring.json
new file mode 100644
index 0000000..dce47fe
--- /dev/null
+++ b/catalog/paulnsorensen/python-authoring.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:python-authoring",
+  "displayName": "Python Authoring",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/.agents/skills/python-authoring/SKILL.md",
+  "description": "Write, edit, refactor, or review Python in easy-cheese with concise stdlib-first code, Python 3.12, self-contained .pyz packaging, and repository test..",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": ".agents/skills/python-authoring/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/skill-authoring.json b/catalog/paulnsorensen/skill-authoring.json
new file mode 100644
index 0000000..b79d7c2
--- /dev/null
+++ b/catalog/paulnsorensen/skill-authoring.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:skill-authoring",
+  "displayName": "Skill Authoring",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/.agents/skills/skill-authoring/SKILL.md",
+  "description": "Codify the Iron Law, Red Flags, and Rationalization-table template that easy-cheese skills follow, plus the CSO description rule and size-budget...",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": ".agents/skills/skill-authoring/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/ultracook.json b/catalog/paulnsorensen/ultracook.json
new file mode 100644
index 0000000..f5b9b11
--- /dev/null
+++ b/catalog/paulnsorensen/ultracook.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:ultracook",
+  "displayName": "Ultracook",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/ultracook/SKILL.md",
+  "description": "Retired — /ultracook no longer exists as a standalone skill.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/ultracook/SKILL.md"
+  }
+}
diff --git a/catalog/paulnsorensen/wheypoint.json b/catalog/paulnsorensen/wheypoint.json
new file mode 100644
index 0000000..159964f
--- /dev/null
+++ b/catalog/paulnsorensen/wheypoint.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:paulnsorensen:easy-cheese:wheypoint",
+  "displayName": "Wheypoint",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/paulnsorensen/easy-cheese/blob/main/skills/wheypoint/SKILL.md",
+  "description": "Mark a checkpoint in the current conversation — compact it into a durable handoff document so a fresh agent can resume the work without context loss.",
+  "metadata": {
+    "sourceSet": "paulnsorensen/easy-cheese",
+    "repoPath": "skills/wheypoint/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-analyze-coverage.json b/catalog/shader-slang/slang-analyze-coverage.json
new file mode 100644
index 0000000..c29a9f3
--- /dev/null
+++ b/catalog/shader-slang/slang-analyze-coverage.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-analyze-coverage",
+  "displayName": "Slang Analyze Coverage",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-analyze-coverage/SKILL.md",
+  "description": "Test coverage analysis and gap-filling for Slang language features. Only invoke when explicitly called via /slang-analyze-coverage.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-analyze-coverage/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-autodiff-kernel-opt.json b/catalog/shader-slang/slang-autodiff-kernel-opt.json
new file mode 100644
index 0000000..2a2f6d6
--- /dev/null
+++ b/catalog/shader-slang/slang-autodiff-kernel-opt.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-autodiff-kernel-opt",
+  "displayName": "Slang Autodiff Kernel Opt",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-autodiff-kernel-opt/SKILL.md",
+  "description": "Optimize Slang autodiff backward kernel performance by analyzing register pressure, checkpoint storage, and spills.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-autodiff-kernel-opt/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-build.json b/catalog/shader-slang/slang-build.json
new file mode 100644
index 0000000..bdedb1d
--- /dev/null
+++ b/catalog/shader-slang/slang-build.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-build",
+  "displayName": "Slang Build",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-build/SKILL.md",
+  "description": "Platform-aware build, test, and CI inspection for the Slang compiler.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-build/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-code-reader.json b/catalog/shader-slang/slang-code-reader.json
new file mode 100644
index 0000000..e6af927
--- /dev/null
+++ b/catalog/shader-slang/slang-code-reader.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-code-reader",
+  "displayName": "Slang Code Reader",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-code-reader/SKILL.md",
+  "description": "Read-only investigation of the Slang compiler codebase. Navigate source, trace compiler pipelines, understand architecture.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-code-reader/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-code-writer.json b/catalog/shader-slang/slang-code-writer.json
new file mode 100644
index 0000000..03f4c5d
--- /dev/null
+++ b/catalog/shader-slang/slang-code-writer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-code-writer",
+  "displayName": "Slang Code Writer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-code-writer/SKILL.md",
+  "description": "Implement changes in the Slang compiler. Edit code, write tests, format, commit.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-code-writer/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-create-issue.json b/catalog/shader-slang/slang-create-issue.json
new file mode 100644
index 0000000..ac8d40c
--- /dev/null
+++ b/catalog/shader-slang/slang-create-issue.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-create-issue",
+  "displayName": "Slang Create Issue",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-create-issue/SKILL.md",
+  "description": "Create clear, well-structured GitHub issues and pull requests for the Slang compiler repository.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-create-issue/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-docs.json b/catalog/shader-slang/slang-docs.json
new file mode 100644
index 0000000..797944d
--- /dev/null
+++ b/catalog/shader-slang/slang-docs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-docs",
+  "displayName": "Slang Docs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-docs/SKILL.md",
+  "description": "Read and write Slang compiler documentation.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-docs/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-evaluate-session.json b/catalog/shader-slang/slang-evaluate-session.json
new file mode 100644
index 0000000..29353ef
--- /dev/null
+++ b/catalog/shader-slang/slang-evaluate-session.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-evaluate-session",
+  "displayName": "Slang Evaluate Session",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-evaluate-session/SKILL.md",
+  "description": "Evaluate the current session's skill effectiveness. Only invoke when explicitly called via /slang-evaluate-session.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-evaluate-session/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-fix-bug.json b/catalog/shader-slang/slang-fix-bug.json
new file mode 100644
index 0000000..03287b2
--- /dev/null
+++ b/catalog/shader-slang/slang-fix-bug.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-fix-bug",
+  "displayName": "Slang Fix Bug",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-fix-bug/SKILL.md",
+  "description": "Analyze a Slang compiler bug from a test failure, CI log, or GitHub issue. Only invoke when explicitly called via /slang-fix-bug.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-fix-bug/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-github.json b/catalog/shader-slang/slang-github.json
new file mode 100644
index 0000000..c995322
--- /dev/null
+++ b/catalog/shader-slang/slang-github.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-github",
+  "displayName": "Slang GitHub",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-github/SKILL.md",
+  "description": "GitHub operations for the Slang compiler. Clone, branch, PR, issues, CI.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-github/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-investigate.json b/catalog/shader-slang/slang-investigate.json
new file mode 100644
index 0000000..540f8ba
--- /dev/null
+++ b/catalog/shader-slang/slang-investigate.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-investigate",
+  "displayName": "Slang Investigate",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-investigate/SKILL.md",
+  "description": "Root cause investigation for Slang compiler bugs. Only invoke when explicitly called via /slang-investigate or from slang-fix-bug.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-investigate/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-maintainer-tools.json b/catalog/shader-slang/slang-maintainer-tools.json
new file mode 100644
index 0000000..9203ea7
--- /dev/null
+++ b/catalog/shader-slang/slang-maintainer-tools.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-maintainer-tools",
+  "displayName": "Slang Maintainer Tools",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-maintainer-tools/SKILL.md",
+  "description": "Bridge from /slang-maintain workflow steps to concrete slang-mcp tool calls.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-maintainer-tools/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-pr-create.json b/catalog/shader-slang/slang-pr-create.json
new file mode 100644
index 0000000..6f6063c
--- /dev/null
+++ b/catalog/shader-slang/slang-pr-create.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-pr-create",
+  "displayName": "Slang PR Create",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-pr-create/SKILL.md",
+  "description": "Create and publish a GitHub pull request for Slang work, defaulting to the local origin remote and using draft PRs only for shader-slang/* targets...",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-pr-create/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-pr-report.json b/catalog/shader-slang/slang-pr-report.json
new file mode 100644
index 0000000..423be9c
--- /dev/null
+++ b/catalog/shader-slang/slang-pr-report.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-pr-report",
+  "displayName": "Slang PR Report",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-pr-report/SKILL.md",
+  "description": "Surface the open shader-slang PRs needing human attention with a bundled gh-only Python script (scripts/pr_report.py): an assignee-grouped escalation...",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-pr-report/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-pr-resolve-comments.json b/catalog/shader-slang/slang-pr-resolve-comments.json
new file mode 100644
index 0000000..83c575e
--- /dev/null
+++ b/catalog/shader-slang/slang-pr-resolve-comments.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-pr-resolve-comments",
+  "displayName": "Slang PR Resolve Comments",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-pr-resolve-comments/SKILL.md",
+  "description": "Resolve GitHub PR review feedback and CI failures. Use when asked to monitor a PR, handle LLM and human review threads and general PR comments from...",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-pr-resolve-comments/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-pr-review-runner.json b/catalog/shader-slang/slang-pr-review-runner.json
new file mode 100644
index 0000000..46f9bf9
--- /dev/null
+++ b/catalog/shader-slang/slang-pr-review-runner.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-pr-review-runner",
+  "displayName": "Slang PR Review Runner",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-pr-review-runner/SKILL.md",
+  "description": "Reproduces the shader-slang/slang production PR-review bot (anthropics/claude-code-action@v1 + .github/workflows/claude-pr-review.yml) locally.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-pr-review-runner/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-release.json b/catalog/shader-slang/slang-release.json
new file mode 100644
index 0000000..bbe2658
--- /dev/null
+++ b/catalog/shader-slang/slang-release.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-release",
+  "displayName": "Slang Release",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-release/SKILL.md",
+  "description": "Write-heavy Slang release engineering: update the SPIRV-Tools/SPIRV-Headers submodules and integrate GitHub master into the internal GitLab forks (the..",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-release/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-review-pr.json b/catalog/shader-slang/slang-review-pr.json
new file mode 100644
index 0000000..03069e4
--- /dev/null
+++ b/catalog/shader-slang/slang-review-pr.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-review-pr",
+  "displayName": "Slang Review PR",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-review-pr/SKILL.md",
+  "description": "Review a Slang compiler PR for correctness, evaluate review feedback, implement fixes, and manage review threads.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-review-pr/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-run-tests.json b/catalog/shader-slang/slang-run-tests.json
new file mode 100644
index 0000000..095053b
--- /dev/null
+++ b/catalog/shader-slang/slang-run-tests.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-run-tests",
+  "displayName": "Slang Run Tests",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-run-tests/SKILL.md",
+  "description": "Platform-aware test runner for the Slang compiler. Only invoke when explicitly called via /slang-run-tests or referenced by other skills.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-run-tests/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-sti.json b/catalog/shader-slang/slang-sti.json
new file mode 100644
index 0000000..e64110e
--- /dev/null
+++ b/catalog/shader-slang/slang-sti.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-sti",
+  "displayName": "Slang Sti",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-sti/SKILL.md",
+  "description": "Install and use sti, a fast parallel test runner that replaces direct slang-test usage with crash recovery, retries, and better output.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-sti/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-test-feature.json b/catalog/shader-slang/slang-test-feature.json
new file mode 100644
index 0000000..4a3315f
--- /dev/null
+++ b/catalog/shader-slang/slang-test-feature.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-test-feature",
+  "displayName": "Slang Test Feature",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-test-feature/SKILL.md",
+  "description": "Orchestrator that researches a language feature, produces a test plan for user review, and fans out parallel agents that each deliver test branches with",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-test-feature/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slang-write-test.json b/catalog/shader-slang/slang-write-test.json
new file mode 100644
index 0000000..f798ddb
--- /dev/null
+++ b/catalog/shader-slang/slang-write-test.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slang-write-test",
+  "displayName": "Slang Write Test",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slang-write-test/SKILL.md",
+  "description": "Quick reference for writing Slang compiler tests (.slang files with //TEST directives). Only invoke when explicitly called via /slang-write-test.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slang-write-test/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slangpy-build.json b/catalog/shader-slang/slangpy-build.json
new file mode 100644
index 0000000..2dc9cf5
--- /dev/null
+++ b/catalog/shader-slang/slangpy-build.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slangpy-build",
+  "displayName": "Slangpy Build",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slangpy-build/SKILL.md",
+  "description": "Clone, build, and test SlangPy. Use when the repo needs setup, a rebuild, or when tests fail.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slangpy-build/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slangpy-code-reader.json b/catalog/shader-slang/slangpy-code-reader.json
new file mode 100644
index 0000000..59ae0d2
--- /dev/null
+++ b/catalog/shader-slang/slangpy-code-reader.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slangpy-code-reader",
+  "displayName": "Slangpy Code Reader",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slangpy-code-reader/SKILL.md",
+  "description": "Read-only investigation of the SlangPy codebase. Navigate source, trace the functional API call path, understand architecture, apply review lenses.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slangpy-code-reader/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slangpy-code-writer.json b/catalog/shader-slang/slangpy-code-writer.json
new file mode 100644
index 0000000..0659dc6
--- /dev/null
+++ b/catalog/shader-slang/slangpy-code-writer.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slangpy-code-writer",
+  "displayName": "Slangpy Code Writer",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slangpy-code-writer/SKILL.md",
+  "description": "Implement changes in SlangPy. Edit code, write tests, format, commit.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slangpy-code-writer/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slangpy-docs.json b/catalog/shader-slang/slangpy-docs.json
new file mode 100644
index 0000000..738937f
--- /dev/null
+++ b/catalog/shader-slang/slangpy-docs.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slangpy-docs",
+  "displayName": "Slangpy Docs",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slangpy-docs/SKILL.md",
+  "description": "Read and write SlangPy documentation.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slangpy-docs/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/slangpy-github.json b/catalog/shader-slang/slangpy-github.json
new file mode 100644
index 0000000..93ac443
--- /dev/null
+++ b/catalog/shader-slang/slangpy-github.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:slangpy-github",
+  "displayName": "Slangpy GitHub",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/slangpy-github/SKILL.md",
+  "description": "GitHub operations for SlangPy. Clone, branch, PR, issues, CI.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/slangpy-github/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/tmux-agent-manager.json b/catalog/shader-slang/tmux-agent-manager.json
new file mode 100644
index 0000000..3433bee
--- /dev/null
+++ b/catalog/shader-slang/tmux-agent-manager.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:tmux-agent-manager",
+  "displayName": "Tmux Agent Manager",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/tmux-agent-manager/SKILL.md",
+  "description": "Manage multiple Claude Code agent sessions running in tmux. Report a status summary of all sessions, deliver instructions to a specific agent via tmux..",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/tmux-agent-manager/SKILL.md"
+  }
+}
diff --git a/catalog/shader-slang/zellij-agent-manager.json b/catalog/shader-slang/zellij-agent-manager.json
new file mode 100644
index 0000000..ca9cd66
--- /dev/null
+++ b/catalog/shader-slang/zellij-agent-manager.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:shader-slang:slang-skills:zellij-agent-manager",
+  "displayName": "Zellij Agent Manager",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/shader-slang/slang-skills/blob/main/skills/zellij-agent-manager/SKILL.md",
+  "description": "Manage multiple Claude Code agent sessions running in Zellij.",
+  "metadata": {
+    "sourceSet": "shader-slang/slang-skills",
+    "repoPath": "skills/zellij-agent-manager/SKILL.md"
+  }
+}
diff --git a/catalog/smartcrabai/improve-review-from-pr-gap.json b/catalog/smartcrabai/improve-review-from-pr-gap.json
new file mode 100644
index 0000000..a0358c6
--- /dev/null
+++ b/catalog/smartcrabai/improve-review-from-pr-gap.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:smartcrabai:agent-skills:improve-review-from-pr-gap",
+  "displayName": "Improve Review From PR Gap",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/smartcrabai/agent-skills/blob/main/skills/improve-review-from-pr-gap/SKILL.md",
+  "description": "Use this when the user says a merged PR turned out to have an oversight/missed case that needed a follow-up fix PR, and wants to extract the review...",
+  "metadata": {
+    "sourceSet": "smartcrabai/agent-skills",
+    "repoPath": "skills/improve-review-from-pr-gap/SKILL.md"
+  }
+}
diff --git a/catalog/smartcrabai/improve-review-from-session.json b/catalog/smartcrabai/improve-review-from-session.json
new file mode 100644
index 0000000..98e93d0
--- /dev/null
+++ b/catalog/smartcrabai/improve-review-from-session.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:smartcrabai:agent-skills:improve-review-from-session",
+  "displayName": "Improve Review From Session",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/smartcrabai/agent-skills/blob/main/skills/improve-review-from-session/SKILL.md",
+  "description": "Use this when the user asks to capture lessons from this session as review perspectives, save review viewpoints, turn this session's mistakes/feedback..",
+  "metadata": {
+    "sourceSet": "smartcrabai/agent-skills",
+    "repoPath": "skills/improve-review-from-session/SKILL.md"
+  }
+}
diff --git a/catalog/smartcrabai/review-pr.json b/catalog/smartcrabai/review-pr.json
new file mode 100644
index 0000000..b384ee2
--- /dev/null
+++ b/catalog/smartcrabai/review-pr.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:smartcrabai:agent-skills:review-pr",
+  "displayName": "Review PR",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/smartcrabai/agent-skills/blob/main/skills/review-pr/SKILL.md",
+  "description": "Use this whenever the user asks to review a pull request by number (e.g. 'review PR #123', 'PR 45を見て', 'review this PR'), to evaluate a PR's diff...",
+  "metadata": {
+    "sourceSet": "smartcrabai/agent-skills",
+    "repoPath": "skills/review-pr/SKILL.md"
+  }
+}
diff --git a/catalog/smartcrabai/review-uncommitted.json b/catalog/smartcrabai/review-uncommitted.json
new file mode 100644
index 0000000..1476ab5
--- /dev/null
+++ b/catalog/smartcrabai/review-uncommitted.json
@@ -0,0 +1,11 @@
+{
+  "identifier": "urn:ai:github.com:smartcrabai:agent-skills:review-uncommitted",
+  "displayName": "Review Uncommitted",
+  "mediaType": "application/ai-skill",
+  "url": "https://github.com/smartcrabai/agent-skills/blob/main/skills/review-uncommitted/SKILL.md",
+  "description": "Use this whenever the user asks to review uncommitted/local/working-tree changes, check the current diff before committing, or evaluate pending changes.",
+  "metadata": {
+    "sourceSet": "smartcrabai/agent-skills",
+    "repoPath": "skills/review-uncommitted/SKILL.md"
+  }
+}