Lesson Evolve
Description
--- description: Cluster accrued lessons into SP-NNN skill-patch drafts — /lesson-evolve allowed-tools: Bash --- # /lesson-evolve — instinct → skill promotion pipeline (PLAN-154 item 7) Deterministically clusters the LIVE lessons store (Jaccard similarity over `scope_tags` — $0 model spend) and, on explicit confirmation, drafts one `SP-NNN` skill-patch proposal per resolved cluster via the EXISTING ADR-031 pipeline (`skill-patch-propose.py`, CR1 scans intact). Proposals are inert drafts under
Installation
Installs to ~/.claude/commands/canhada-labs-ceo-orchestration-lesson-evolve.md
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/Canhada-Labs/ceo-orchestration/HEAD/.claude/commands/lesson-evolve.md -o ~/.claude/commands/canhada-labs-ceo-orchestration-lesson-evolve.md Restart Claude Code, or start a new session, for it to be picked up.
Full documentation available on GitHub
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**Generated:** 2026-04-11