llms.txtB
llms.txt from levi-qiao/longgraph-skill is an llms.txt file: plain text a project publishes for AI models to read.
mdr add levi-qiao/longgraph-skill/llms.txt@git:20260820.bf0edddPins git:20260820.bf0eddd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 13 of 14 checks passed
- Kind
- llms.txt file
- Repository
- levi-qiao/longgraph-skill
- Path
llms.txt- Versions recorded
- 5
- Latest version
- git:20260820.bf0eddd, committed Aug 20, 2026
- First version recorded
- Aug 4, 2026
- Size
- 2,849 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
# longgraph-skill > Long-horizon agent skill for Claude Code, Cursor, Codex, and Grok Build. > Durable ledger + clean-context supervisor + verified gates. Queue many long tasks > (related or not) in one loop; switch hosts mid-run by re-sending the frozen prompt > against the same files. Markdown prompt library, not an orchestration framework. ## Primary - [README](https://github.com/levi-qiao/longgraph-skill/blob/main/README.md): overview, when to use, install, host compatibility - [README (简体中文)](https://github.com/levi-qiao/longgraph-skill/blob/main/README.zh-CN.md) - [Methodology](https://github.com/levi-qiao/longgraph-skill/blob/main/lib/methodology.md): why each constraint exists - [Host references](https://github.com/levi-qiao/longgraph-skill/tree/main/skills/loop-graph/references): independently loaded loop/goal syntax and context model per host ## Skills (authoring → runtime) - [Root `/longgraph`](https://github.com/levi-qiao/longgraph-skill/blob/main/SKILL.md): routes focused long-horizon work and never executes generated work …
Read the whole file at its exact version.
How to install
mdr add levi-qiao/longgraph-skill/llms.txt@sha256:6ce8c198f80441f1The 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.
[](https://markdownregistry.com/a/art_zjwmexo4corzqbum)
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.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260820.bf0eddd latest | 2026-08-20 | bf0eddd | 2,849 B | B | view · diff |
| git:20260818.c504ab8 | 2026-08-18 | c504ab8 | 2,294 B | B | view · diff |
| git:20260813.44d6ace | 2026-08-13 | 44d6ace | 2,318 B | B | view · diff |
| git:20260804.79bf716 | 2026-08-04 | 79bf716 | 2,135 B | B | view · diff |
| git:20260804.7509261 | 2026-08-04 | 7509261 | 2,137 B | B | view |
Audit of the latest version
- fail: No curl or wget piped into a shell (matched: curl -fsSL https://raw.githubusercontent.com/levi-qiao/longgraph-skill/main/install.sh | sh)
- pass: Size between 200 bytes and 200 KB (2849 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 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
Starting a new one? Use a template for llms.txt on mdpantry, which passes every one of these checks and says what to change in it.
Source
levi-qiao/longgraph-skill · 78 stars · license MIT · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zjwmexo4corzqbum GET https://markdownregistry.com/api/v1/resolve?ref=levi-qiao/longgraph-skill/llms.txt GET https://markdownregistry.com/api/v1/blob/6ce8c198f80441f1a5a15606788efaba0064f6515d5198b8aa495b36ea278656
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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