What problem does it solve?
This Skill turns session takeaways into durable memory so recurring mistakes, user preferences, and workflow patterns are not lost between Claude Code sessions.
Core Features & Use Cases
- Lesson capture: Record a single lesson directly into the workspace memory file with the right category.
- Session scanning: Review recent markdown session summaries to find repeated issues, confirmations, and abandoned approaches.
- Deep transcript analysis: Mine JSONL transcripts for stronger signals such as retry loops, frustration, tool failures, and silent skill breakdowns.
- Skill improvement pipeline: Draft structured change proposals and hand them off to skills-manager instead of editing skill files directly.
- Use case: After a difficult debugging session, use this Skill to capture what went wrong, store it in memory, and generate a proposal for updating the affected workflow.
Quick Start
Ask the lessons skill to capture one lesson or scan recent sessions for skill-change proposals.