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
# docs
Documentation generation, explanation, and accuracy auditing.
## Routes
| Subcommand | Action |
| ---------- | ------ |
| `audit` | Quick inline accuracy checks (10 checks) |
| `audit-deep` | Full DocAuditWorkflow with auto-fix |
| `explain` | Explain how code works |
| `generate` | Generate documentation |
| `readme` | Update README |
| `changelog` | Generate changelog |
| `overview` | High-level project overview |
## Usage
```bash
/docs # Ask what to do
/docs audit # Verify doc accuracy
/docs explain # Explain code
/docs generate # Generate documentation
/docs readme # Update README
/docs changelog # Generate changelog
```
## Behavior
### audit
Cross-reference documentation claims against the actual
codebase. Run all checks below and report a summary table
with pass/fail per check and file:line references for any
mismatches.
#### 1. Test count
Run:
```bash
pytest --collect-only -q 2>/dev/null | tail -1
```
Compare the collected/passing count against:
- The static badge in README.md (the number in the
`img.shields.io/badge/tests-` URL)
- Any "X+ tests" claims in README body text
…
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_4alc7pktjzagwccp
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/docs
GET https://markdownregistry.com/api/v1/blob/32052fd38e4a32053998a30f8ce1193ca6ca78e8df94ba47c38268026340312e
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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