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+---
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+description: Extract non-obvious learnings from session to AGENTS.md files to build codebase understanding
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+---
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+
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+Analyze this session and extract non-obvious learnings to add to AGENTS.md files.
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+AGENTS.md files can exist at any directory level, not just the project root. When an agent reads a file, any AGENTS.md in parent directories are automatically loaded into the context of the tool read. Place learnings as close to the relevant code as possible:
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+
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+- Project-wide learnings → root AGENTS.md
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+- Package/module-specific → packages/foo/AGENTS.md
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+- Feature-specific → src/auth/AGENTS.md
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+
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+What counts as a learning (non-obvious discoveries only):
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+- Hidden relationships between files or modules
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+- Execution paths that differ from how code appears
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+- Non-obvious configuration, env vars, or flags
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+- Debugging breakthroughs when error messages were misleading
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+- API/tool quirks and workarounds
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+- Build/test commands not in README
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+- Architectural decisions and constraints
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+- Files that must change together
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+
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+What NOT to include:
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+- Obvious facts from documentation
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+- Standard language/framework behavior
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+- Things already in an AGENTS.md
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+- Verbose explanations
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+- Session-specific details
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+
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+Process:
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+1. Review session for discoveries, errors that took multiple attempts, unexpected connections
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+2. Determine scope - what directory does each learning apply to?
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+3. Read existing AGENTS.md files at relevant levels
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+4. Create or update AGENTS.md at the appropriate level
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+5. Keep entries to 1-3 lines per insight
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+
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+After updating, summarize which AGENTS.md files were created/updated and how many learnings per file.
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+
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+$ARGUMENTS
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