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Memory

Lessons Learned Pattern

Track mistakes and corrections in a lessons.md file for continuous improvement.

Install
Create a tasks/lessons.md file in your project

About

Maintain a lessons.md file that records every correction from the user, mistake pattern, and the rule that prevents recurrence. Claude Code can reference this file to avoid repeating the same errors. Acts as a feedback loop that improves Claude's effectiveness over time. Best placed in tasks/lessons.md or .claude/lessons.md for automatic pickup.

Tags

memorylearningfeedbackimprovement

Score Breakdown

CLI Score Breakdown10/11
✓Official SDK on npm/pip+2
✓Env var authentication (no browser OAuth)+2
✓Works in headless/CI environments+2
✓CLI tool available+1
✓JSON response for piping/parsing+1
✓Docs have curl/CLI examples+1
✓Reasonable rate limits for scripted use+1
✗Machine-readable pricing (md/JSON/static)0
Quality Score Breakdown
npm weekly downloads0
GitHub stars30k
Days since last release11d
Issue close ratio85%
TypeScript typesYes
Docs qualitygood
Breaking changesrare

Scores

CLI
10
Quality
8
AuthorCommunity
Weekly installs0
Last updated3/20/2026
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