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llms.txt@docsA

llms.txt@docs from chaoyue0307/awesome-loop-engineering is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add chaoyue0307/awesome-loop-engineering/docs/llms.txt@git:20260718.6947e8c

Pins git:20260718.6947e8c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
chaoyue0307/awesome-loop-engineering
Path
docs/llms.txt
Versions recorded
3
Latest version
git:20260718.6947e8c, committed Jul 18, 2026
First version recorded
Jun 11, 2026
Size
2,544 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

# Awesome Loop Engineering

> Practical resources and reusable patterns for Loop Engineering: the practice of designing recurring AI-agent and coding-agent systems that discover work, delegate to agents, verify results, persist state, and run again on a cadence or until a verifiable goal is reached.

## Core

- [README](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.md): the full resource guide with the Loop Contract, design checklist, and maturity model
- [Working definition](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/DEFINITION.md): short definition, positioning, and minimal loop test
- [Taxonomy](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/TAXONOMY.md): classification by trigger, intake, verification, state model, and topology
- [Anti-patterns](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/ANTI-PATTERNS.md): common loop failure modes

## Patterns

- [Pattern library](https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/patterns/README.md): operational loop patterns with triggers, gates, budgets, and escalation
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add chaoyue0307/awesome-loop-engineering/docs/llms.txt@sha256:e03e52046bdd5481

The line at the top of this page pins the label git:20260718.6947e8c, 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_ce54jsoo4rqxy22i.svg)](https://markdownregistry.com/a/art_ce54jsoo4rqxy22i)

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

Versions

The registry has recorded 3 versions of this file, between Jun 11, 2026 and Jul 18, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
git:20260718.6947e8c latest2026-07-18 6947e8c 2,544 BA view · diff
git:20260710.501b49b2026-07-10 501b49b 2,558 BA view · diff
git:20260611.91338632026-06-11 9133863 1,501 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 (2544 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

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_ce54jsoo4rqxy22i
GET https://markdownregistry.com/api/v1/resolve?ref=chaoyue0307/awesome-loop-engineering/docs/llms.txt
GET https://markdownregistry.com/api/v1/blob/e03e52046bdd5481189590f2204e2839bdbadcb4d30a32bfb79599271273b16e

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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