corrections-audit
Use to analyze correction trends, surface recurring patterns, and graduate repeat corrections to guardrails or anti-patterns.
npx skills add majiayu000/claude-skill-registry --skill corrections-audit-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.
# Corrections Audit Skill Analyze corrections.md for trends, recurring patterns, and actionable insights. ## When to Use - Loop 2 (Incremental) cadence: after every 3+ corrections are logged - When the same correction category appears 3+ times - During `/mycelium:diamond-assess` if corrections gate has findings - Before starting a new diamond at the same scale as a previously corrected one ## Workflow 1. **Load corrections AND warnings AND clusters**: Read `.claude/memory/corrections.md`, `.claude/memory/warnings-log.md`, AND `.claude/memory/cluster-instances.md` (the cluster log graduated 2026-05-08 — canonical record of recurring-pattern instances and their graduation status; without it, "the cluster has graduated N times" has no auditable backing). - If corrections + warnings both empty AND no clusters logged: report "No corrections, warnings, or clusters to audit" and stop - Treat all three as inputs to the same pattern analysis. Corrections capture agent-introduced failures; warnings capture framework-state debt; cluster-instances capture cross-cluster pattern accumulation with explicit graduation criteria. Same recurring-pattern shape, different vantage points. 2. **Categoriz
- When to Use
- Workflow
- Output Format
- Theory Citations
What does the corrections-audit skill do?
Use to analyze correction trends, surface recurring patterns, and graduate repeat corrections to guardrails or anti-patterns.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill corrections-audit-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.