self-improvement

To capture feedback for CLAUDE.md and skills, provide corrections or clarifications and trigger the persistence workflow. The system classifies the input, discovers the target documentation location, confirms with you, and applies the patch to update the relevant files.

Yes, you can persist new workflow patterns into repository documentation by submitting the pattern and requesting the system to remember it. It classifies the feedback as a new pattern or anti-pattern and routes the update to the correct documentation target.

The best way to correct errors in skills and related docs is to provide the specific correction. The system applies a four-phase workflow involving classification, target-location discovery, user confirmation, and patch application with built-in safety checks and conflict resolution.

Yes, the documentation update workflow supports conflict resolution and safety checks. After classifying feedback and discovering the target location, the system requires user confirmation before applying any patch to ensure safe and accurate documentation updates.

You should use an automated feedback loop for repository knowledge management after completing implementation work. The system proactively suggests documentation updates at this stage to close the feedback loop and capture new patterns, clarifications, or corrections.

Classifying feedback improves CLAUDE.md updates by routing the input into specific categories like correction, clarification, new pattern, or anti-pattern. This ensures the patch is applied to the correct target location, maintaining documentation accuracy and consistency.