Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.

Claude Skill for Generative Engine Optimization and agent readiness. Get cited by ChatGPT, Perplexity, and Google AI Overviews. Expose MCP, llms.txt, and OAuth to AI agents.

Track what LLMs say before users choose your developer tool.

Deterministic repo readiness scanner for AI coding agents.

Build, retrofit, and score agent-native CLIs. An Agent Skill with a 12-step workflow, an 11-axis weighted rubric, and a Python+Typer scaffold.

LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.

CI gate for your webpage's agent-readiness level 🤖✅

Agent Experience Optimization (AXO) skill — transform any website or business into an AI agent-operable layer. Generates llms.txt, permission models, tool schemas, and evaluation scenarios.

Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos

Open-source readiness scanner for agent-facing websites, merchants, APIs, docs, and support surfaces.

GEO (Generative Engine Optimization) audit skill for Claude — evidence-tagged, hype-filtered. Audits websites and repos for AI search visibility and agent readability.

Agent skill bundle for xurl-rs . The X (Twitter) CLI for agents

Free agent-readiness scanner: score your site for robots.txt, llms.txt, sitemaps, MCP, OAuth & agent skills—plus free llms.txt & agent.json generators at llmsok.com

Agent-Native CLI skill bundle: north-star standard for agentic CLI tools (8 principles, compliance checker). See https://anc.dev/skill

Make your API agent-ready in minutes. One YAML declaration, every agent protocol.

AI agent methodology — 10 patterns, benchmarks, and open specs. Code quality ≠ agent capability.

The Open Agent Readiness Standard — defining what it means for a website to be machine-operable.

A deployable Claude Managed Agent (YAML + JSON spec) that audits websites and source repos against the 37-item BotVisibility Checklist — Discoverable, Usable, Optimized, Agent-Native — and returns a scored, prioritized report.

milkyway.center — AI-native site with Level 5 agent-readiness, Cloudflare Workers

Open specification for agent-readiness — 25 checks across HTTP-protocol and content-shape practices, organized into a 3-tier ladder (L1–L3). CC-BY 4.0.