skill-comply SKILL.md skillA

skill-comply from shimo4228/akc-cycle is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add shimo4228/akc-cycle/skill-comply@git:20261101.1c68dc8

Pins git:20261101.1c68dc8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
shimo4228/akc-cycle
Path
skills/skill-comply/SKILL.md
Versions recorded
5
Latest version
git:20261101.1c68dc8, committed Nov 1, 2026
First version recorded
Sep 26, 2026
Size
9,304 bytes
Repository stars
3
License
MIT

Measure whether a skill, rule or agent definition is actually followed. Use when a rule's or skill's real adherence is in question, or right after adding one.

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

# skill-comply: Automated Compliance Measurement

Measures whether coding agents actually follow skills, rules, or agent definitions by:
1. Auto-generating expected behavioral sequences (specs) from any .md file
2. Auto-generating scenarios with decreasing prompt strictness (supportive → neutral → competing), to show
   whether the target is followed even when the prompt does not support it
3. Running `claude -p` and capturing tool call traces via stream-json
4. Classifying tool calls against spec steps using LLM (not regex)
5. Checking temporal ordering deterministically
6. Generating self-contained reports with spec, prompts, and timelines

It measures runtime adherence only. A static quality audit is skill `skill-stocktake` / `rules-stocktake`, a reference-integrity
check is skill `skill-health`, and a with/without ablation of a skill's effect is skill `skill-creator` §5.

## Supported Targets

- **Skills** (`skills/*/SKILL.md`): Workflow skills like search-first
- **Rules** (`rules/common/*.md`): Mandatory rules like testing.md, security.md, boundary.md
- **Agent definitions** (`agents/*.md`): accepted as a target, but invocation is **not observable** today — every child
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add shimo4228/akc-cycle/skill-comply@sha256:094a2c3a832f89f0

The line at the top of this page pins the label git:20261101.1c68dc8, 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_t2u3kdien6dsdmec.svg)](https://markdownregistry.com/a/art_t2u3kdien6dsdmec)

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

Versions

The registry has recorded 5 versions of this file, between Sep 26, 2026 and Nov 1, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261101.1c68dc8 latest2026-11-01 1c68dc8 9,304 BA view · diff
git:20261010.778526b2026-10-10 778526b 9,305 BA view · diff
git:20261008.3b0d1192026-10-08 3b0d119 9,145 BA view · diff
git:20261007.768f8562026-10-07 768f856 9,404 BA view · diff
git:20260926.5fb88522026-09-26 5fb8852 13,604 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 (9304 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

shimo4228/akc-cycle · 3 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_t2u3kdien6dsdmec
GET https://markdownregistry.com/api/v1/resolve?ref=shimo4228/akc-cycle/skill-comply
GET https://markdownregistry.com/api/v1/blob/094a2c3a832f89f036e5abbe0ec1954dabc8e620687d5d10f7c8633acd3edfbd

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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Every file in shimo4228/akc-cycle

Other files named skill-comply

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