llms.txtA

llms.txt from trustabl/agent-reliability-analyzer is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add trustabl/agent-reliability-analyzer/llms.txt@git:20260910.ef076a1

Pins git:20260910.ef076a1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
trustabl/agent-reliability-analyzer
Path
llms.txt
Versions recorded
5
Latest version
git:20260910.ef076a1, committed Sep 10, 2026
First version recorded
May 27, 2026
Size
8,030 bytes
Repository stars
76
License
Apache-2.0

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

# Trustabl

> Trustabl is an open-source tool for AI agent reliability: it finds the
> reliability, safety, and security defects in an agent codebase and
> automatically fixes them. It discovers a repo's agent/tool inventory via
> tree-sitter, runs YAML-defined detection rules against it, reports weaknesses
> as a human summary, JSON, or SARIF 2.1.0, and can apply the fixes to source.
> Scanning is read-only, fully local, and deterministic — no LLM, no network,
> no code upload. Applying fixes (`enrich --apply`) is opt-in and uses the
> user's own LLM key.
>
> Category: AI agent reliability — static analysis with automated remediation.
> Complement to runtime observability/eval platforms (LangSmith, Langfuse,
> Braintrust, Arize) and to sandbox/policy runtimes (NVIDIA OpenShell), not a
> substitute: they measure or constrain agents at runtime, Trustabl catches and
> repairs defects before production.
>
> Works with NVIDIA OpenShell. Trustabl discovers `openshell/*.yaml` policy
> files and reports them as `sandbox_policy` components, recognises the
> `openshell.nvidia.com/v` schema by artifact presence, detects shell-invocation
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add trustabl/agent-reliability-analyzer/llms.txt@sha256:fefba3ad41ffdf1d

The line at the top of this page pins the label git:20260910.ef076a1, 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_rkvplxinv7y4rlyd.svg)](https://markdownregistry.com/a/art_rkvplxinv7y4rlyd)

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

Versions

The registry has recorded 5 versions of this file, between May 27, 2026 and Sep 10, 2026, about one every 26 days.

versioncommittedcommitsizeaudit
git:20260910.ef076a1 latest2026-09-10 ef076a1 8,030 BA view · diff
git:20260824.69ff0692026-08-24 69ff069 7,922 BA view · diff
git:20260824.ef2478a2026-08-24 ef2478a 7,325 BA view · diff
git:20260608.1fbc96c2026-06-08 1fbc96c 2,649 BA view · diff
git:20260527.1ffb10e2026-05-27 1ffb10e 2,640 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 (8030 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

trustabl/agent-reliability-analyzer · 76 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rkvplxinv7y4rlyd
GET https://markdownregistry.com/api/v1/resolve?ref=trustabl/agent-reliability-analyzer/llms.txt
GET https://markdownregistry.com/api/v1/blob/fefba3ad41ffdf1ddaabb50b9bfcf2ada51c08cda7ba2fd9077bba83001f13d6

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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