cm-skill-evolution
SkillAI & modelsRepair or extend CodyMaster skills with a three-mode loop: FIX, DERIVED, and CAPTURED, grounded in current repo tooling.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the cm-skill-evolution skill
What this skill tells your AI
The instructions your AI receives, as published by tody-agent/codymaster in skills/cm-skill-evolution/SKILL.md and read by ahel’s review.
Use this skill after cm-skill-health identifies a degraded or broken skill, or when cm advisory handoff --for cm-skill-evolution produces a structured recovery note.
Modes
FIX
Use when the skill should exist already but is inaccurate, broken, or partially missing.
Checklist:
- repair broken references
- restore missing support files
- align docs and profiles
- re-run skill validation and test gate
DERIVED
Use when the original promise was too ambitious, but the repo has enough primitives to ship a truthful MVP.
Checklist:
- keep the same user problem
- reduce claims to what the code can support today
- reuse existing repo building blocks instead of inventing a new subsystem
CAPTURED
Use when the main value is operational learning rather than a new code path.
Checklist:
- append the lesson with
cm retro --project . --tool skill --note "..." - record durable context in
.cm/CONTINUITY.md - update the relevant skill so future sessions do not repeat the same failure
Evolution Loop
- Start from the health note.
- Preferred source:
cm advisory handoff --for cm-skill-evolution
- Preferred source:
- Pick one mode only.
- Define the smallest truthful recovery.
- Patch the skill and its discovery surfaces.
- Verify:
npm run validate:skillsnpm run check:skills- repo test gate if code or docs wiring changed materially
- Capture the lesson in retro and continuity.
Decision guide
- The feature existed and drifted:
FIX - The changelog promised more than the repo ever shipped:
DERIVED - The issue is mainly process and should inform future work:
CAPTURED
Output
## Skill Evolution
- Skill: cm-...
- Mode: FIX | DERIVED | CAPTURED
- Change: ...
- Verification: ...
- Learning captured: yes | no
Preferred advisory input:
## Advisory Handoff
- Consumer: cm-skill-evolution
- Skill: cm-...
- Recovery path: FIX | DERIVED | CAPTURED | NONE
- Confidence: 0.xx
- Source analysis: EA-...
- Task: ...
- Status: completed | partial | failed
- Evidence: ...
- Selected skills: ...
- Target skills: ...
- Quality weight: 0.xx
- Next step: ...
Signals
- GitHub stars
- 52
- Forks
- 23
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
cm-skill-evolution- Source
- github.com/tody-agent/codymaster