What problem does it solve?
This Skill mines recent Claude Code transcripts to find work that keeps getting repeated across sessions, then turns those recurring patterns into durable fixes so the same friction does not keep reappearing.
Core Features & Use Cases
- Transcript mining: Scans recent sessions, including subagent transcripts, to surface repeated work, repeated corrections, and wasted effort.
- Durable routing: Converts findings into the right artifact, such as a new or amended skill, bundled script, live rule, memory entry, codebase map edit, or ticket.
- Safety and verification: Requires using the bundled CLI instead of reading transcripts directly, checks cited paths, and verifies salvaged scripts before they are treated as working.
- Use case: Use it when you want to answer questions like what keeps getting redone, what should become tooling, or whether a skill is failing to trigger and should be rewritten.
Quick Start
Ask to mine recent Claude Code transcripts for repeated work in the current project and report the findings with the actual time window used.
