AGENTS.mdA
AGENTS.md from chaoyue0307/awesome-loop-engineering is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add chaoyue0307/awesome-loop-engineering/AGENTS.md@git:20260609.497746aPins git:20260609.497746a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- chaoyue0307/awesome-loop-engineering
- Path
AGENTS.md- Versions recorded
- 3
- Latest version
- git:20260609.497746a, committed Jun 9, 2026
- First version recorded
- Jun 9, 2026
- Size
- 2,753 bytes
- Repository stars
- 59
- License
- CC0-1.0
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
# Repository Guidance For AI Agents This repository curates resources for the new AI/coding-agent meaning of **Loop Engineering**. ## Scope Include resources that help readers design, run, verify, evaluate, or critique recurring AI-agent systems that sit above prompt, context, and harness engineering. A good entry should explain how a loop discovers work, delegates to agents, supplies context, bounds tools and permissions, verifies results, persists state, decides next actions, retries, or escalates. Do not include unrelated uses of "loop": - software event loops; - UI/game loops; - control theory; - growth loops; - generic workflow automation; - non-AI feedback loops. ## Editing Rules - Keep `README.md` as the canonical English source. - Preserve the four-layer framing when editing the intro, scope, or mental model: prompt, context, and harness engineering improve one run; Loop Engineering governs repeated agent work over time. - Keep annotations short, specific, and builder-oriented. - Prefer primary sources, official docs, papers, and implementation-heavy write-ups. …
Read the whole file at its exact version.
How to install
mdr add chaoyue0307/awesome-loop-engineering/AGENTS.md@sha256:274d416b5a52cf2dThe line at the top of this page pins the label git:20260609.497746a, 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_6vkh7shvneubfhb2)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, all committed on Jun 9, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260609.497746a latest | 2026-06-09 | 497746a | 2,753 B | A | view · diff |
| git:20260609.d2fe7b9 | 2026-06-09 | d2fe7b9 | 2,317 B | A | view · diff |
| git:20260609.4c3ff73 | 2026-06-09 | 4c3ff73 | 2,374 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (2753 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
chaoyue0307/awesome-loop-engineering · 59 stars · license CC0-1.0 · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6vkh7shvneubfhb2 GET https://markdownregistry.com/api/v1/resolve?ref=chaoyue0307/awesome-loop-engineering/AGENTS.md GET https://markdownregistry.com/api/v1/blob/274d416b5a52cf2da5654f06f6f0382c53d443128f3df4980c520ef50c6e5bb5
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 write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
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