llms.txtA

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

Install it, pinned
mdr add openadaptai/openadapt-agent/llms.txt@git:20261015.b168f96

Pins git:20261015.b168f96 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
openadaptai/openadapt-agent
Path
llms.txt
Versions recorded
5
Latest version
git:20261015.b168f96, committed Oct 15, 2026
First version recorded
Sep 3, 2026
Size
6,730 bytes
Repository stars
3
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

# openadapt-agent

> Your AI agent decides what to enter. OpenAdapt enters it in the app and checks that it saved.

Use this when an AI agent has decided what to enter in an app with no usable API, such as an EMR, a payer portal, or a desktop or Citrix app. OpenAdapt enters the values in the same screens staff use, on a computer the customer controls, then reads the saved record back. When something doesn't match, it stops and a person decides. A normal run makes no AI model calls.

## The contract: three tools

- `list_workflows`: each workflow's `name`, `purpose`, `done_means`, and typed `inputs` (types, enums, formats).
- `run_workflow(workflow, inputs, request_id, wait_seconds?)`: one piece of work. `request_id` is the caller's own id and is required. The same `request_id` returns the latest result and never writes twice.
- `get_run(run_id, wait_seconds?)`: the result of a run that returned `outcome: running`.

Every result has `outcome`, `safe_to_retry`, `what_happened` (one plain sentence), `next_action`, `proof`, `run_id`, and `request_id`. Tools publish an MCP `outputSchema` and return `structuredContent`.

## Outcomes (the honesty rules)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add openadaptai/openadapt-agent/llms.txt@sha256:296f49056d83fcb4

The line at the top of this page pins the label git:20261015.b168f96, 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_qxcfok6k5kr3zxjr.svg)](https://markdownregistry.com/a/art_qxcfok6k5kr3zxjr)

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

Versions

The registry has recorded 5 versions of this file, between Sep 3, 2026 and Oct 15, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261015.b168f96 latest2026-10-15 b168f96 6,730 BA view · diff
git:20261014.6e952fa2026-10-14 6e952fa 6,616 BA view · diff
git:20261014.b8685e12026-10-14 b8685e1 6,474 BA view · diff
git:20260903.918f4842026-09-03 918f484 5,446 BA view · diff
git:20260903.4aee9c32026-09-03 4aee9c3 4,990 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 (6730 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

openadaptai/openadapt-agent · 3 stars · license MIT · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qxcfok6k5kr3zxjr
GET https://markdownregistry.com/api/v1/resolve?ref=openadaptai/openadapt-agent/llms.txt
GET https://markdownregistry.com/api/v1/blob/296f49056d83fcb4345463b7f64aca494221e04831007a1cb68686835b5071d4

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.

More from openadaptai/openadapt-agent

DESIGN.md@docs DESIGN.md file
openadaptai/openadapt-agent · docs/DESIGN.md
git:20261015.b168f96 · audit A · 3 stars
openadapt-gui-write SKILL.md skill
openadaptai/openadapt-agent · skills/openadapt-gui-write/SKILL.md · Your AI agent decides what to enter. OpenAdapt enters it in the app and checks that it saved.
git:20261015.b168f96 · audit A · 3 stars

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