llms.txtA
llms.txt from ai45lab/openart is an llms.txt file: plain text a project publishes for AI models to read.
mdr add ai45lab/openart/llms.txt@git:20261101.4cf2d24Pins git:20261101.4cf2d24 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- llms.txt file
- Repository
- ai45lab/openart
- Path
llms.txt- Versions recorded
- 3
- Latest version
- git:20261101.4cf2d24, committed Nov 1, 2026
- First version recorded
- Oct 3, 2026
- Size
- 2,433 bytes
- Repository stars
- 271
- License
- AGPL-3.0
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
# OpenART > OpenART (Open Agent Red Teaming) is an executable benchmark and Docker-native > runtime for evaluating the safety of tool-using LLM agents in long-horizon, > evolving environments: persistent environment state is mutated mid-run by an > attacker while a fixed hidden safety contract is checked over full traces. > Paper: arXiv:2608.00677. Relevant to agent safety, LLM agent red teaming, > prompt injection, tool-use evaluation, and long-horizon agent benchmarks. ## Overview - [Project page](https://ai45lab.github.io/OpenART/): Visual overview with key facts, released artifacts, quickstart, and citation. - [README](https://github.com/AI45Lab/OpenART): Research summary, positioning table, install, smoke test, model-backed evaluation, task generation. - [Paper (arXiv:2608.00677)](https://arxiv.org/abs/2608.00677): Full results — 10K+ validated tasks, 50 domains, 500K+ tools, 15 agents × 5 models, EMHA attacker, 85.0% pooled strict ASR. - [CITATION.cff](https://github.com/AI45Lab/OpenART/blob/main/CITATION.cff): Canonical bibliographic metadata for the repository and paper. ## Data …
Read the whole file at its exact version.
How to install
mdr add ai45lab/openart/llms.txt@sha256:b67cc8582f89d419The line at the top of this page pins the label git:20261101.4cf2d24, 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_ux7mv5rtwajmomdy)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 3, 2026 and Nov 1, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.4cf2d24 latest | 2026-11-01 | 4cf2d24 | 2,433 B | A | view · diff |
| git:20261031.b38c95f | 2026-10-31 | b38c95f | 2,292 B | A | view · diff |
| git:20261003.bbd9491 | 2026-10-03 | bbd9491 | 2,182 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (2433 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
ai45lab/openart · 271 stars · license AGPL-3.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ux7mv5rtwajmomdy GET https://markdownregistry.com/api/v1/resolve?ref=ai45lab/openart/llms.txt GET https://markdownregistry.com/api/v1/blob/b67cc8582f89d4193f440ede1757a030cfc4a0807f5479316c3c7e50268adb84
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.