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
# help
Help navigating Attune AI workflows.
## Behavior
When invoked, show the user the available command
hubs and how to access them:
| Hub | What It Does | Try |
| --- | ------------ | --- |
| `/attune` | Socratic discovery — guides you to the right workflow | `/attune` |
| `/dev` | Debug, review, commit, PR, refactor | `/dev` |
| `/testing` | Run tests, coverage, generate tests | `/testing` |
| `/plan` | Plan features, refactoring, architecture | `/plan` |
| `/workflows` | Security audit, bug predict, perf audit | `/workflows` |
| `/docs` | Generate docs, README, changelog | `/docs` |
| `/release` | Release prep, security scan, publish | `/release` |
| `/brainstorm` | Guided brainstorming sessions | `/brainstorm` |
| `/agent` | Create and manage custom agents | `/agent` |
| `/bulk` | Batch API processing (50% cost savings) | `/bulk` |
| `/wizard` | Guided multi-step wizards | `/wizard` |
| `/utilities` | Auth and provider management | `/utilities` |
**Tip:** Not sure where to start? Try `/attune` —
it will ask what you're trying to do and route you
to the right place.
For CLI usage, run:
```bash
uv run attune --help
```
The line at the top of this page pins the label git:20260718.206f45d, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_q2446vcajt4g72v7
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/help
GET https://markdownregistry.com/api/v1/blob/daa88cfd7deaa44603b0968fae78c156b097a7d3186b08d6999e8124b02ebe8f
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.
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