CLAUDE.mdA
CLAUDE.md from shimo4228/agent-knowledge-cycle is a CLAUDE.md file: the standing instructions Claude Code reads in that repo.
mdr add shimo4228/agent-knowledge-cycle/CLAUDE.md@git:20261008.cbbc046Pins git:20261008.cbbc046 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- CLAUDE.md file
- Repository
- shimo4228/agent-knowledge-cycle
- Path
CLAUDE.md- Versions recorded
- 5
- Latest version
- git:20261008.cbbc046, committed Oct 8, 2026
- First version recorded
- Jul 9, 2026
- Size
- 12,140 bytes
- Repository stars
- 5
- 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
# agent-knowledge-cycle AI エージェントが自分の経験を改善可能な skill に metabolize する **cycle (mechanism)** を 6 phase に operationalize した DOI-targeted research project。harness の上で動く知識 cycle であり、harness そのものではない。 > Project name: **Agent Knowledge Cycle (AKC)**。Concept DOI [`10.5281/zenodo.19200726`](https://doi.org/10.5281/zenodo.19200726) を canonical citation target とする。 ## Three core themes (ADR-0012) front-door documentation で必ず先に登場させる 3 つの load-bearing なテーマ。順序は固定: 1. **Human cognitive resource scarcity** (ADR-0010) — model でなく **human attention / judgment** が scale しない中心制約。他の framework は agent 側を最適化するが、AKC は逆問題を扱う 2. **Intent alignment, not correctness** — output ごとの正しさ (tests で検査可能) と、operator の進化する intent との alignment (検査不能) は別物。AKC は後者を sustain する 3. **The cycle changes the human too** — bidirectional growth loop。human が curate / promote するうちに、good agent behavior に対する judgment 自体が研がれる。一方向の最適化ループではない ## Reading order for AI agents 1. [`graph.jsonld`](graph.jsonld) — canonical concept-level map (machine-readable) 2. [`llms.txt`](llms.txt) — navigation index 3. [`llms-full.txt`](llms-full.txt) — consolidated Q&A + factual reference …
Read the whole file at its exact version.
How to install
mdr add shimo4228/agent-knowledge-cycle/CLAUDE.md@sha256:09f0c5349d5fd9dbThe line at the top of this page pins the label git:20261008.cbbc046, 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_doicqwyzdqf765cm)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 9, 2026 and Oct 8, 2026, about one every 23 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.cbbc046 latest | 2026-10-08 | cbbc046 | 12,140 B | A | view · diff |
| git:20260925.f43f46e | 2026-09-25 | f43f46e | 12,052 B | A | view · diff |
| git:20260831.5a3cfc3 | 2026-08-31 | 5a3cfc3 | 11,832 B | A | view · diff |
| git:20260831.9dc685c | 2026-08-31 | 9dc685c | 11,253 B | A | view · diff |
| git:20260709.d050162 | 2026-07-09 | d050162 | 11,082 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (12140 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/agent-knowledge-cycle · 5 stars · license MIT · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_doicqwyzdqf765cm GET https://markdownregistry.com/api/v1/resolve?ref=shimo4228/agent-knowledge-cycle/CLAUDE.md GET https://markdownregistry.com/api/v1/blob/09f0c5349d5fd9dba7b85da273ca0624319522455b2e2db4629b2d7971766221
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: what a CLAUDE.md file is · keeping AGENTS.md and CLAUDE.md in sync · which agent file does what.
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