llms.txtA

llms.txt from shimo4228/akc-cycle is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add shimo4228/akc-cycle/llms.txt@git:20261101.1c68dc8

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

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
shimo4228/akc-cycle
Path
llms.txt
Versions recorded
5
Latest version
git:20261101.1c68dc8, committed Nov 1, 2026
First version recorded
Sep 26, 2026
Size
5,124 bytes
Repository stars
3
License
MIT

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

# akc-cycle

> The install entry point (MIT) for the Agent Knowledge Cycle (AKC) — six phases (Research, Extract, Curate, Promote, Measure, Maintain) plus Scaffold Dissolution. Two install paths: (1) a single behavioral rules file — copy `rules/common/akc-cycle.md` into your harness rules directory and the cycle runs through natural conversation, loaded every session; (2) a Claude Code plugin carrying skills for each of the six phases (`/plugin marketplace add shimo4228/akc-cycle`). The rules file is the recommended minimal floor; the plugin adds the skill layer.

## Core documentation

- [llms-full.txt](llms-full.txt): self-contained Q&A reference for AI agents (Project Facts, question-form H2 sections)
- [README.md](README.md): human-facing entry (install, what the plugin adds and runs, per-phase table, citation); editions and sync model sit in its closing collapsed section
- [rules/common/akc-cycle.md](rules/common/akc-cycle.md): the rule file itself (self-contained edition, owned by this repo) — six phases with trigger conditions, Scaffold Dissolution with its evidence standard, and digests of the AKC worldview mechanisms (ADR-0024/0025/0026)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add shimo4228/akc-cycle/llms.txt@sha256:f21c562390bb8f1b

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_b6pgurgpaedw5pew.svg)](https://markdownregistry.com/a/art_b6pgurgpaedw5pew)

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 5,124 BA view · diff
git:20261008.196e5c82026-10-08 196e5c8 5,010 BA view · diff
git:20261008.cf74c272026-10-08 cf74c27 5,041 BA view · diff
git:20261008.7b640542026-10-08 7b64054 4,840 BA view · diff
git:20260926.90790d12026-09-26 90790d1 4,555 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (5124 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_b6pgurgpaedw5pew
GET https://markdownregistry.com/api/v1/resolve?ref=shimo4228/akc-cycle/llms.txt
GET https://markdownregistry.com/api/v1/blob/f21c562390bb8f1bc9e1a34594a2118b1975875814eed7b33e50c53ad1a6fb6c

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: how to add an llms.txt file to a website · which agent file does what.

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shimo4228/akc-cycle · skills/harness-stocktake/SKILL.md · Take stock of the whole harness in one report and one approval, then apply on a branch (ハーネスの棚卸し).
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