Home / shimo4228 / akc-cycle · GitHub

agent-stocktake SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

agent-stocktake 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/agent-stocktake@v1.0

Pins v1.0 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/agent-stocktake/SKILL.md
Versions recorded: 5
Latest version: v1.0, committed Nov 1, 2026
First version recorded: Oct 7, 2026
Size: 20,515 bytes
Repository stars: 3
License: MIT

Audit the ~/.claude/agents definitions and give each a verdict.

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

# agent-stocktake — Agent Definition Quality Audit

Evaluate every agent definition under `~/.claude/agents/*.md` and assign each a verdict:
`Keep / Improve / Update / Merge / Demote to skill / Dissolve / Retire`. The audit unit
is the file, but the cost unit is **split across two layers** — that split is the reason
this skill exists as a third sibling next to skill-stocktake and rules-stocktake.

> Design note — the hybrid cost model. A skill's cost is trigger pollution (probabilistic
> firing degrades selection); a rule's cost is residency (always loaded). An agent has
> **both at once**: its `description` is injected into every session via the
> "Available agent types" listing (**residency**, like a rule), while its body loads only
> when the agent is invoked (**invocation**, like a skill — but triggered by Claude's
> delegation judgment, not by description matching against the user's words). So the
> description is audited on residency density and the body on invocation quality, with
> different questions for each layer.

> Design note 2 — approved edits are applied by this skill itself, on the apply branch. Same reasoning as rules-stocktake: no
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add shimo4228/akc-cycle/agent-stocktake@sha256:f7c788a0c9a25791

The line at the top of this page pins the label v1.0, 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](https://markdownregistry.com/badge/art_7726sz2a2dnkyevb.svg)](https://markdownregistry.com/a/art_7726sz2a2dnkyevb)

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

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
v1.0 latest	2026-11-01	1c68dc8	20,515 B	A	view · diff
v1.0	2026-10-10	778526b	19,843 B	A	view · diff
v1.0	2026-10-08	3b0d119	19,753 B	A	view · diff
v1.0	2026-10-08	7b64054	20,377 B	A	view · diff
v1.0	2026-10-07	768f856	20,188 B	A	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 (20515 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_7726sz2a2dnkyevb
GET https://markdownregistry.com/api/v1/resolve?ref=shimo4228/akc-cycle/agent-stocktake
GET https://markdownregistry.com/api/v1/blob/f7c788a0c9a25791132caf5c64b05a27c1b80fcb3c08cc2c5fd86c0fe9f5f834

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.