toolkit-evolution
Installation
SKILL.md
Toolkit Evolution
Schedulable (nightly) or manually-invoked 7-phase pipeline for continuous toolkit self-improvement. Discovers gaps, diagnoses problems from evidence, proposes solutions, critiques via multi-persona review, builds winners on isolated branches, A/B tests, and promotes via PR.
Nightly sibling of auto-dream (2:07 AM consolidates memories; 3:07 AM this skill diagnoses and builds). They feed each other: dream's graduated learnings inform evolution's diagnosis; evolution's results become dream's next input.
Invoke: /evolve, /evolve routing, /evolve hooks, /evolve --discover. Cron setup in references/evolve-preferred-patterns.md § Scheduling.
Reference Loading Table
| Signal | Load These Files | Why |
|---|---|---|
| running DISCOVER/DIAGNOSE commands: learning DB queries, git scan, drift checks | diagnose-scripts.md |
Loads detailed guidance from diagnose-scripts.md. |
| mining merged-PR history and review comments (Phase 0 Step 2b) | diagnose-scripts.md |
Read-only gh pr list/gh pr view --comments commands, § DISCOVER Step 2b |
| writing the evolution cycle report | evolution-report-template.md |
Loads detailed guidance from evolution-report-template.md. |
| Phase 3 CRITIQUE fallback; failure modes, error handling, cost estimates, cron setup | evolve-preferred-patterns.md |
Loads detailed guidance from evolve-preferred-patterns.md. |
| Phase 6 EVOLVE: PR creation, merge, branch cleanup, learning records | evolve-scripts.md |
Loads detailed guidance from evolve-scripts.md. |