A Claude skill that mines your connected tools for the repetitive work you keep doing by hand, then drafts those patterns into new, reusable Claude skills. Every week the system gets a little smarter about how you work. Every month there's less manual work left to find.
It is the engine behind an AI-native compounding loop: discover a pattern, name it, ship a skill, repeat.
- Discovers which tools and data sources are actually connected in your environment — it doesn't assume a fixed set. MCP servers (Slack, Gmail, Drive, Notion, Linear, Asana, Granola, Calendar, and more), session history, and your own files are all fair game.
- Proposes a scan plan proactively, and flags gaps worth filling ("no task tracker connected — add one and I could mine your recurring project setups").
- Scans the confirmed sources for repeatable patterns, scoring each candidate on frequency, time cost, complexity, and skill-ability.
- Hands the top candidates to skill-creator to draft as ship-ready skills with evals.
- Remembers across runs — a compounding log of what shipped and a rejected list so it never re-litigates the same ideas.
Nothing is installed automatically. You review and approve every draft.
Download skill-miner.skill and install it through your Claude client's skill installer (Claude Code, Claude.ai, or Cowork). Or copy SKILL.md into a skill-miner/ directory inside your skills folder.
Say things like:
- "mine for skills"
- "what should I automate this week?"
- "scan my tools for repeatable patterns"
- "what am I doing manually that could be automated?"
- "skill audit"
It's designed to run as a weekly scan (e.g. Monday mornings) but works ad hoc any time.
| File | Purpose |
|---|---|
SKILL.md |
The skill itself — readable source |
skill-miner.skill |
Packaged bundle for one-click install |
MIT