loop-graph SKILL.md skillA
loop-graph from levi-qiao/longgraph-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add levi-qiao/longgraph-skill/loop-graph@git:20260916.17858cfPins git:20260916.17858cf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- levi-qiao/longgraph-skill
- Path
skills/loop-graph/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260916.17858cf, committed Sep 16, 2026
- First version recorded
- Aug 18, 2026
- Size
- 23,196 bytes
- Repository stars
- 78
- License
- MIT
Use only when the user explicitly invokes /loop-graph or names this skill. Compiles a custom loop-graph run. Do not use unless named. Existing runtime nodes are self-contained.
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
# loop-graph — a graph of agent nodes, not a drifting loop
## Module boundary
This is the **shared compiler**, not a goal-specific workflow. It owns the graph
shape, the five runtime artifact schemas, generic interview mechanics, and host
handoff. A focused preset owns only its North Star, proof, interview questions,
recommended work shape, method guards, knobs, and slug; it never forks templates
or adds a runtime node.
Use [`../loop-converge/SKILL.md`](../loop-converge/SKILL.md) for code cleanup,
[`../loop-deliver/SKILL.md`](../loop-deliver/SKILL.md) for requirement delivery,
and [`../loop-research/SKILL.md`](../loop-research/SKILL.md) for evidence-led
solution selection. Use this skill directly only when a custom pack is genuinely
needed. The exact contract is in [`docs/preset-contract.md`](docs/preset-contract.md).
## What it does & why
Turns a vague long-horizon request ("make it production-ready", "accuracy above baseline", "finish the migration") into a small **graph of agent nodes** that stays on-spec across many rounds:
- an **executor node** — drives the work round by round against a single scoreboard;
…Read the whole file at its exact version.
How to install
mdr add levi-qiao/longgraph-skill/loop-graph@sha256:ac2dea1cf33ff8a8The line at the top of this page pins the label git:20260916.17858cf, 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_blxtjba7jcqn6lfo)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 18, 2026 and Sep 16, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260916.17858cf latest | 2026-09-16 | 17858cf | 23,196 B | A | view · diff |
| git:20260902.83e2eb5 | 2026-09-02 | 83e2eb5 | 23,429 B | A | view · diff |
| git:20260820.bf0eddd | 2026-08-20 | bf0eddd | 23,391 B | A | view · diff |
| git:20260819.0a6df6f | 2026-08-19 | 0a6df6f | 21,917 B | A | view · diff |
| git:20260818.c504ab8 | 2026-08-18 | c504ab8 | 20,644 B | A | view · diff |
| git:20260818.3940e66 | 2026-08-18 | 3940e66 | 21,086 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (23196 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
levi-qiao/longgraph-skill · 78 stars · license MIT · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_blxtjba7jcqn6lfo GET https://markdownregistry.com/api/v1/resolve?ref=levi-qiao/longgraph-skill/loop-graph GET https://markdownregistry.com/api/v1/blob/ac2dea1cf33ff8a8b78edb9125919fd1e6ed57c422be024155ccf1f765baa9ec
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.