corrections-audit SKILL.md skillA
corrections-audit from haabe/mycelium is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add haabe/mycelium/corrections-audit@git:20260805.4eae078Pins git:20260805.4eae078 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- haabe/mycelium
- Path
plugins/mycelium/skills/corrections-audit/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260805.4eae078, committed Aug 5, 2026
- First version recorded
- Jul 26, 2026
- Size
- 16,354 bytes
- Repository stars
- 51
- License
- MIT
Use to analyze correction trends, surface recurring patterns, and graduate repeat corrections to guardrails or anti-patterns.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Corrections Audit Skill
Analyze corrections.md for trends, recurring patterns, and actionable insights.
## Attribution: run the script, do not count by hand
```bash
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/check_correction_attribution.py" --root . --snapshot
```
**Added 2026-08-03.** This audit's headline number — *who caught the mistake* —
was computed by hand and had been produced exactly twice, six weeks apart, each
time because a human remembered to look. It is the only number that answers the
question the correction loop exists to answer: **more harness, or more context.**
The script reports the escape rate **and its denominator, every time**. At the
time of writing 14 of 72 entries carry a catcher, so the rate covers 19% of the
corpus — quoting it without that is a claim about the whole wearing borrowed
clothes, which is the failure this repo spent 2026-08-02/03 removing from its own
checks. If it prints `NO RATE AVAILABLE`, that is not 0%: it means nothing in the
corpus says who caught anything.
…Read the whole file at its exact version.
How to install
mdr add haabe/mycelium/corrections-audit@sha256:b673f97a3381d774The line at the top of this page pins the label git:20260805.4eae078, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_m5jqj63zghs6y2xb)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 26, 2026 and Aug 5, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260805.4eae078 latest | 2026-08-05 | 4eae078 | 16,354 B | A | view · diff |
| git:20260805.8d321d0 | 2026-08-05 | 8d321d0 | 15,799 B | A | view · diff |
| git:20260803.238347f | 2026-08-03 | 238347f | 15,101 B | A | view · diff |
| git:20260803.6e32b5c | 2026-08-03 | 6e32b5c | 14,381 B | A | view · diff |
| git:20260726.151b371 | 2026-07-26 | 151b371 | 13,212 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16354 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
haabe/mycelium · 51 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_m5jqj63zghs6y2xb GET https://markdownregistry.com/api/v1/resolve?ref=haabe/mycelium/corrections-audit GET https://markdownregistry.com/api/v1/blob/b673f97a3381d7745379327d6e3931d830a67c9d0c91c430c36144d135440a10
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.