What it does
A Claude Code subagent that reads logs, session transcripts and workflow records and distills recurring patterns into a knowledge file. Each pattern cites the files it came from, and a pattern is only reported when it appears in at least two sources. Single occurrences are marked as unconfirmed.
Use cases
- 01Summarize recurring issues from session transcripts
- 02Update a team knowledge.md with sourced findings
- 03Compare successful and failed workflow runs