Session Learner

概要

Transforms temporary chat interactions into permanent knowledge by analyzing conversations for technical patterns, communication preferences, and agent failure modes. It intelligently categorizes findings—sending project-specific architecture rules to local configuration, global preferences to user-level settings, and procedural workflows to new skills. By automating the capture of 'lessons learned,' it ensures that development standards evolve naturally and that Claude continuously improves its understanding of your specific codebase and working style.

主な機能

• Maintains persistent reference documentation in project docs folders
• Extracts multi-step procedures for potential conversion into new skills
• Automatically routes insights to global or project-specific CLAUDE.md files
• Identifies user preferences, agent failure patterns, and project-specific technical conventions
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• Detects and flags conflicts between new learnings and existing documentation

ユースケース

• Capturing project architecture decisions and conventions after a deep coding session
• Formalizing a successful manual workflow into a permanent skill or procedure
• Correcting recurring AI mistakes by documenting failure patterns for future reference