AGENTS.mdA

AGENTS.md from levi-qiao/longgraph-skill is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add levi-qiao/longgraph-skill/AGENTS.md@git:20260820.bf0eddd

Pins git:20260820.bf0eddd in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
levi-qiao/longgraph-skill
Path
AGENTS.md
Versions recorded
5
Latest version
git:20260820.bf0eddd, committed Aug 20, 2026
First version recorded
Aug 4, 2026
Size
6,419 bytes
Repository stars
78
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

# AGENTS.md — working on longgraph-skill

Guidance for any agent (or human) editing **this repo**. Read before changing anything.
The same rules apply in Claude Code — [`CLAUDE.md`](CLAUDE.md) imports this file.

## What this repo is

A **curated, opinionated prompt library** for long-horizon agent work, framed as
**"graph engineering."** It ships **Markdown prompts, not application code** — there
is no build step and no runtime. One umbrella (`/longgraph`) checks whether the
method fits, then delegates to the loop-graph compiler. Specialized entries such as
**`skills/loop-converge/`**, **`skills/loop-deliver/`**, and
**`skills/loop-research/`** bind a goal pack and follow that same compiler — they do
not add a runtime.

- **`skills/loop-graph/`** — an executor node + a separate-context supervisor node, each
  on its own recurring timer, with no wake edge between them.
- **`skills/loop-converge/`** — preset entry: code-convergence interview → same compile.
- **`skills/loop-deliver/`** — preset entry: requirement-delivery interview → same compile.
- **`skills/loop-research/`** — preset entry: evidence-led solution selection → same compile.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add levi-qiao/longgraph-skill/AGENTS.md@sha256:71e89f499ac6fa64

The line at the top of this page pins the label git:20260820.bf0eddd, 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_dcvv47yhnn5s2o3k.svg)](https://markdownregistry.com/a/art_dcvv47yhnn5s2o3k)

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

Versions

The registry has recorded 5 versions of this file, between Aug 4, 2026 and Aug 20, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260820.bf0eddd latest2026-08-20 bf0eddd 6,419 BA view · diff
git:20260818.c504ab82026-08-18 c504ab8 5,933 BA view · diff
git:20260813.f4493bc2026-08-13 f4493bc 6,102 BA view · diff
git:20260813.44d6ace2026-08-13 44d6ace 6,084 BA view · diff
git:20260804.75092612026-08-04 7509261 5,763 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 (6419 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

levi-qiao/longgraph-skill · 78 stars · license MIT · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dcvv47yhnn5s2o3k
GET https://markdownregistry.com/api/v1/resolve?ref=levi-qiao/longgraph-skill/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/71e89f499ac6fa6474feb808322eaad670fe1910b1955825b261beef6bebb705

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.

More from levi-qiao/longgraph-skill

CLAUDE.md CLAUDE.md file
levi-qiao/longgraph-skill · CLAUDE.md
git:20260724.2c8f90b · audit B · 78 stars
longgraph SKILL.md skill
levi-qiao/longgraph-skill · SKILL.md · Use only when the user explicitly invokes /longgraph or names this skill. Routes and authors a durable longgraph run…
git:20260916.17858cf · audit A · 78 stars
llms.txt llms.txt file
levi-qiao/longgraph-skill · llms.txt
git:20260820.bf0eddd · audit B · 78 stars
loop-converge SKILL.md skill
levi-qiao/longgraph-skill · skills/loop-converge/SKILL.md · Use only when the user explicitly invokes /loop-converge or names this skill. Authors a loop-converge run. Do not use…
git:20260916.17858cf · audit A · 78 stars
loop-deliver SKILL.md skill
levi-qiao/longgraph-skill · skills/loop-deliver/SKILL.md · Use only when the user explicitly invokes /loop-deliver or names this skill. Authors a loop-deliver run. Do not use…
git:20260916.17858cf · audit A · 78 stars
loop-graph SKILL.md skill
levi-qiao/longgraph-skill · skills/loop-graph/SKILL.md · Use only when the user explicitly invokes /loop-graph or names this skill. Compiles a custom loop-graph run. Do not use…
git:20260916.17858cf · audit A · 78 stars
loop-research SKILL.md skill
levi-qiao/longgraph-skill · skills/loop-research/SKILL.md · Use only when the user explicitly invokes /loop-research or names this skill. Authors a loop-research run. Do not use…
git:20260916.17858cf · audit A · 78 stars

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