update-skill-learnings

To capture learnings from a session, analyze it to extract concrete patterns, anti-patterns, and insights about skill creation. The system updates your central knowledge base with validated findings and propagates applicable learnings to related skills after explicit user confirmation.

Skill learnings are concrete patterns, anti-patterns, and structural insights about skill creation and improvement. You need to document them when you identify reusable insights from a session to ensure validated findings are preserved for future governance and design consistency.

You cannot propagate validated findings automatically. The system requires explicit user confirmation before writing to the central learnings repository to prevent unintended changes and preserve existing learnings during synchronization across related skills.

Validating skill design patterns involves extracting structural and content learnings with source-session context during analysis. You confirm these validated findings before they synchronize to the central learnings repository and propagate to related skills for future reuse.

Updating the central learnings file does not overwrite existing governance documentation blindly. The process requires explicit user confirmation before writing to prevent unintended changes and actively preserves existing learnings while appending newly validated insights.