This repo is a public snapshot of my AI-assisted product and development workflow: a small sample of PM skills, one case study artifact, and setup commands for agent-friendly CLI tools.
The full workflow has more private skills and experiments behind it. This repo is the shareable slice: enough to show how I think, structure product work, and connect PM artifacts to agentic development.
Open to PM, product strategy, AI workflow, and product-ops work. Contact: hello@griffinbaker.com.
| Layer | Tools | Role |
|---|---|---|
| Model and agent base | OpenRouter, Codex | Model access, workspace execution, skill testing |
| PM workflow | PM skills | Intake, discovery, PRDs, stories, risk review, release readiness, case studies |
| Agent shell options | OpenCode | Alternate CLI surface for testing skills and workflows |
| Agent ergonomics | AXI tools, gh-axi, chrome-devtools-axi |
GitHub and browser workflows designed for agents |
| Iteration and isolation | gnhf, treehouse, Git worktrees |
Long-running improvement loops and isolated agent workspaces |
| Artifact review | lavish-axi, lavish-themes, lavish-publish-cf |
HTML artifacts, visual review, and publishing |
| Instruction sync | Ruler | Shared rules and skills across agent surfaces |
| Free PM companions | GitHub Projects, NotebookLM, Granola/Fathom, Amplitude/Mixpanel | Tracking, research, meeting capture, and product analytics inputs |
See recommended-free-tools.md for the free tools I would add around this stack.
pm-skills/ contains a sanitized sample of a larger PM skill library. It is intended for evaluation and sharing, not as the complete working set.
Included sample skills:
pm- routes ambiguous product requests to the right skilltriage- turns messy intake into a structured PM summarydiscovery- plans and synthesizes product discoveryprd- drafts a product requirements documentstories- breaks work into stories and acceptance criteriarisks- builds a scored risk registerrelease-check- runs go/no-go release readinesscase-study- captures what shipped, why it mattered, and what was learned
See pm-skills/README.md for usage.
case-studies/helpflow-smart-assist.md is a prepared PM case study showing how the skills can turn a strategic AI add-on idea into a decision narrative, assumption map, validation plan, prioritization, PRD, roadmap, and launch framing.
setup-agentic-tools.sh is a commands-only setup file for the kunchenguid AXI family and related agent workflow tools.