framework-health SKILL.md skillA

framework-health from haabe/mycelium is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add haabe/mycelium/framework-health@git:20261023.872e334

Pins git:20261023.872e334 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/framework-health/SKILL.md
Versions recorded
11
Latest version
git:20261023.872e334, committed Oct 23, 2026
First version recorded
Jul 4, 2026
Size
27,615 bytes
Repository stars
51
License
MIT

Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate. Run quarterly or every 20 cycles.

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

# 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").
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add haabe/mycelium/framework-health@sha256:88d1e19d63418524

The line at the top of this page pins the label git:20261023.872e334, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hqupx454dwu5fk4o.svg)](https://markdownregistry.com/a/art_hqupx454dwu5fk4o)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 11 versions of this file, between Jul 4, 2026 and Oct 23, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261023.872e334 latest2026-10-23 872e334 27,615 BA view · diff
git:20261011.9a4eb452026-10-11 9a4eb45 26,865 BA view · diff
git:20261011.ead70612026-10-11 ead7061 26,481 BA view · diff
git:20260915.1bfb69b2026-09-15 1bfb69b 25,450 BA view · diff
git:20260915.3c59b752026-09-15 3c59b75 24,506 BA view · diff
git:20260910.949cc962026-09-10 949cc96 22,978 BA view · diff
git:20260824.dc780e82026-08-24 dc780e8 21,764 BA view · diff
git:20260823.de1bb212026-08-23 de1bb21 19,698 BA view · diff
git:20260805.4eae0782026-08-05 4eae078 18,051 BA view · diff
git:20260805.8d321d02026-08-05 8d321d0 17,496 BA view · diff
git:20260704.7639f182026-07-04 7639f18 16,798 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (27615 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

GitHub

haabe/mycelium · 51 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hqupx454dwu5fk4o
GET https://markdownregistry.com/api/v1/resolve?ref=haabe/mycelium/framework-health
GET https://markdownregistry.com/api/v1/blob/88d1e19d63418524ebbf9a0e980312f9ed988c76d0c4765d1f2af54a91104d07

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.

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