Capture corrections, insights, and patterns as reusable project knowledge. Routes learnings to the right instruction file. Applies kaizen: small improvements, error-proofing, standards work. Auto-invoked when a correction pattern is detected 3+ times. Also use manually when Claude makes a repeated mistake, discovers a non-obvious gotcha, or when you want to persist a workflow preference.
Quickly install learn AI skill to your development environment via command line
Source: wyattowalsh/agents.
Record corrections, insights, and patterns. Route them to the correct instruction file. Apply kaizen principles to keep instructions lean and effective.
| " " | Route correction to appropriate instruction file | | review | Show pending learnings and their frequency | | promote | Promote high-frequency learnings (3+ occurrences) to instruction files | | audit | Check for stale, contradictory, or duplicate learnings | | Empty | Display usage summary |
| references/routing-rules.md | Decision tree for where to route instruction changes | | references/kaizen-principles.md | Error-proofing patterns, when to use hooks vs prose vs rules |
Capture corrections, insights, and patterns as reusable project knowledge. Routes learnings to the right instruction file. Applies kaizen: small improvements, error-proofing, standards work. Auto-invoked when a correction pattern is detected 3+ times. Also use manually when Claude makes a repeated mistake, discovers a non-obvious gotcha, or when you want to persist a workflow preference. Source: wyattowalsh/agents.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/wyattowalsh/agents --skill learnCapture corrections, insights, and patterns as reusable project knowledge. Routes learnings to the right instruction file. Applies kaizen: small improvements, error-proofing, standards work. Auto-invoked when a correction pattern is detected 3+ times. Also use manually when Claude makes a repeated mistake, discovers a non-obvious gotcha, or when you want to persist a workflow preference. Source: wyattowalsh/agents.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/wyattowalsh/agents --skill learn Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/wyattowalsh/agents