Use when starting or onboarding a project/repository and you want AI coding agents to understand it — generating the agent context/memory files (a canonical AGENTS.md plus CLAUDE.md, GEMINI.md, and Cursor bridges) that give any agent the project's structure, commands, and conventions every session, and keeping them updated as the project grows. Use whenever someone says "set up CLAUDE.md," "create AGENTS.md," "onboard this project for agents," "init the project context / instructions," "make this repo agent-ready," or starts a new repo.
