Friction Log To Rules
Turn the things that went wrong in a working session into standing rules that stop them recurring.
Free
Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+17 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
VS Code
Windsurf
Manus+14 moreSee it in action
You say
Turn this friction log into rules: We missed the API deployment because the CI check was skipped manually. It cost us 4 hours of downtime. Existing rule: Always check CI status.
Your agent does
- Event: CI check skipped manually. Cost: 4h downtime.
- Cause: Manual bypass allowed for production branches.
- New Rule: When merging to main, CI bypass is disabled. Reason: Prevent silent deployment failures.
- Placement: .github/workflows/config.
- Note: Existing rule was too vague.
About this skill
Turn the things that went wrong in a working session into standing rules that stop them recurring. Use at the end of a project, after a mistake, during a retrospective, or when the same problem keeps happening.
Every free skill sits on a 30 day review cycle. Fixes and improvements ship as repo updates. Free forever. The premium version of this workflow lives in the Agency Delivery Pack at mambabuilt.com.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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