rules-distill SKILL.md skillA
rules-distill from shimo4228/akc-cycle is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shimo4228/akc-cycle/rules-distill@git:20261101.1c68dc8Pins 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/rules-distill/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261101.1c68dc8, committed Nov 1, 2026
- First version recorded
- Oct 7, 2026
- Size
- 7,947 bytes
- Repository stars
- 3
- License
- MIT
Distill principles from the installed skills into the always-loaded rules layer.
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
# rules-distill — promote environment-specific facts to rules Scan installed skills, find principles that belong in the **always-loaded rules layer**, and distill them into rules — appending to, revising, or creating rule files. The skill produces candidates and verdicts; it **never edits rules without your approval**. ## When to Use - Periodic rules maintenance (monthly, or after installing new skills) - After a `skill-stocktake` reveals patterns that should be rules - When rules feel incomplete relative to the skills in use ## Phase 1 — Inventory (Glob, exhaustive) Enumerate with Glob (no script): - Skills: `~/.claude/skills/*/SKILL.md` - Rules: read every `~/.claude/rules/**/*.md` in full — the corpus is small, so no grep pre-filter is needed > Glob targets only skill definition files, so dependency markdown under `.venv` / > `.pytest_cache` is excluded structurally. Present the counts (skills scanned, rule files, headings) before analysis. ## Phase 2 — Cross-read & Verdict (inline, holistic) Read every skill body and every rule into one context and analyze them together — extraction and matching are a single pass. Seeing all skills at once is what makes the …
Read the whole file at its exact version.
How to install
mdr add shimo4228/akc-cycle/rules-distill@sha256:81fa82cd07ba8a9eThe 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.
[](https://markdownregistry.com/a/art_krv4aidbqn6v7xir)
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Versions
The registry has recorded 5 versions of this file, between Oct 7, 2026 and Nov 1, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.1c68dc8 latest | 2026-11-01 | 1c68dc8 | 7,947 B | A | view · diff |
| git:20261010.778526b | 2026-10-10 | 778526b | 7,458 B | A | view · diff |
| git:20261008.3b0d119 | 2026-10-08 | 3b0d119 | 7,322 B | A | view · diff |
| git:20261008.7b64054 | 2026-10-08 | 7b64054 | 7,833 B | A | view · diff |
| git:20261007.768f856 | 2026-10-07 | 768f856 | 7,737 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 (7947 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
shimo4228/akc-cycle · 3 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_krv4aidbqn6v7xir GET https://markdownregistry.com/api/v1/resolve?ref=shimo4228/akc-cycle/rules-distill GET https://markdownregistry.com/api/v1/blob/81fa82cd07ba8a9e44950854db4a901149ec74af470b116d6ecb382935cf227b
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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