AGENTS.mdA

AGENTS.md from understudylabs/orchestra-agent-tools is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add understudylabs/orchestra-agent-tools/AGENTS.md@git:20261028.6ac516b

Pins git:20261028.6ac516b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
understudylabs/orchestra-agent-tools
Path
AGENTS.md
Versions recorded
7
Latest version
git:20261028.6ac516b, committed Oct 28, 2026
First version recorded
Sep 1, 2026
Size
11,010 bytes
Repository stars
19
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

# AGENTS.md

This file tells a coding agent how to operate in this repo. There are two
audiences — serve the right one.

## Are you helping a user, or editing the library?

- **Helping a user get value from Orchestra** (improve an LLM app, cut
  cost/latency, run a local model, pick a route) → start with **Install the
  agent adapter** below, then run onboarding. This is the common case.
- **Contributing to this repo** (changing skills, CLI, docs) → skip to
  [Working on this repo](#working-on-this-repo).

When unsure, assume the user wants help with their workload, not to edit the
library.

## Install the agent adapter (do this first for users)

Orchestra is delivered through the coding agent's local skill/plugin surface
(or, for cloud-based agents like Devin, through the globally installed CLI and
repository rule injection). Install that adapter — do not try to operate from
the raw source tree. The adapter loads the skills, and **the skills are the
product**: they are what let
you explain what Orchestra is, why it matters, and walk the user from a captured
trace to a measured, shipped improvement. Without them you are guessing; with
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add understudylabs/orchestra-agent-tools/AGENTS.md@sha256:470afb8563d5eca0

The line at the top of this page pins the label git:20261028.6ac516b, 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_m6fo3ie2qkok5loz.svg)](https://markdownregistry.com/a/art_m6fo3ie2qkok5loz)

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

Versions

The registry has recorded 7 versions of this file, between Sep 1, 2026 and Oct 28, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261028.6ac516b latest2026-10-28 6ac516b 11,010 BA view · diff
git:20261028.88224fa2026-10-28 88224fa 10,945 BA view · diff
git:20261028.67718752026-10-28 6771875 10,814 BA view · diff
git:20261027.a2a1fb22026-10-27 a2a1fb2 8,685 BA view · diff
git:20261027.5cc5a502026-10-27 5cc5a50 8,686 BA view · diff
git:20261020.e384b092026-10-20 e384b09 8,691 BA view · diff
git:20260901.bc86ac82026-09-01 bc86ac8 8,611 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 (11010 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

understudylabs/orchestra-agent-tools · 19 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m6fo3ie2qkok5loz
GET https://markdownregistry.com/api/v1/resolve?ref=understudylabs/orchestra-agent-tools/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/470afb8563d5eca0fa128248a3bc4abbf4a5a811bb3a82c949b9efe1601142d1

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 write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

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CLAUDE.md@apps/moraine-viewer CLAUDE.md file
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compare-model-sweep SKILL.md skill
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compare-trajectories SKILL.md skill
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curate-trajectories SKILL.md skill
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design-simulated-environment SKILL.md skill
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