framework-health
Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate. Run quarterly or every 20 cycles.
npx skills add majiayu000/claude-skill-registry --skill framework-health-haabe-mycelium --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Framework Health Check Mycelium evaluates its own process. This is triple-loop learning — the framework assessing whether it is getting better at producing good outcomes. ## When to Use - Quarterly review (scheduled) - After 20 completed leaf cycles (triggered by cycle-history.yml count) - When process friction is suspected - Before major framework changes (baseline measurement) ## Workflow ### 1. Load Cycle Data Read `.claude/canvas/cycle-history.yml`. **Framework-self-host detection** (per `engine/cycle-learning.md#framework-on-framework-exemption`): if the project root contains `plugins/mycelium/plugin.json` AND `CLAUDE.md` begins with `# Mycelium:`, this is the framework dogfooding itself. Skip the cycle-count gate and route to a corrections-graduation summary: - Count entries in `.claude/memory/corrections.md` (total, and ×graduated-to-mechanism in the last 90 days). - Read `.claude/memory/cluster-instances.md` and list clusters at-or-above their graduation criterion that are not yet graduated (this is the framework analogue of "actual outcome vs predicted ICE"). - Skip cycle-derived dimensions (velocity, discard rate, confidence calibration, regression rate) — they do not a
- When to Use
- Workflow
- 1. Load Cycle Data
- 2. Measure Five Dimensions
- 2b. Re-run Deferred Design-Verification Eval Scenarios
- 3. Run Threshold Calibration
- 4. Check Goodhart Counter-Metrics
- 4b. Cluster Graduation-Readiness (added 2026-05-08)
- 4c. Receipts Highlights Rotation Cadence (added 2026-05-08)
- 4d. Docs Health Cross-Surface (added 2026-05-08)
- 4e. Chat-UX Axiom Audit of Skill Output Templates (added 2026-05-30)
- 5. Generate Dashboard
- Output
- Rules
What does the framework-health skill do?
Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate. Run quarterly or every 20 cycles.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill framework-health-haabe-mycelium --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.