doc-gen SKILL.md skillA

doc-gen from smart-ai-memory/attune-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add smart-ai-memory/attune-ai/doc-gen@git:20260902.d668714

Pins git:20260902.d668714 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
smart-ai-memory/attune-ai
Path
plugin/skills/doc-gen/SKILL.md
Versions recorded
5
Latest version
git:20260902.d668714, committed Sep 2, 2026
First version recorded
Apr 2, 2026
Size
3,532 bytes
Repository stars
11
License
Apache-2.0

Generate documentation from source code — docstrings, READMEs, API references. Triggers on: generate docs, write documentation, document this, create README, API docs, doc-gen.

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

# Doc Gen

**IMPORTANT: Start your response with a context preamble.**

Call `help_lookup(topic="doc-gen", mode="preamble")` and
display the returned `preamble` text as a blockquote. Then
tell the user they can say "tell me more" for a step-by-step
guide, or answer the scoping questions below to proceed.

If the MCP call fails, fall back to:

> **Doc Gen** — Generates documentation from your source code — docstrings, README sections, API references.

## Scoping

Before running, ask:

1. **Target**: "Which file or module needs documentation?"
2. **Type**: "What kind of docs?"
   - Docstrings — Add or update Google-style docstrings
   - README — Generate a README section for a module
   - API reference — Generate full API documentation
   - Overview — High-level module explanation

## MCP Tools

| Tool | What It Does |
| ---- | ------------ |
| `doc_gen` | Generate documentation for a module |
| `doc_audit` | Check for stale or missing docs |
| `doc_orchestrator` | Full documentation maintenance pipeline |

## Execution

### Shared command workspace (preferred)

Open adapter `doc-gen` with the validated target and documentation type. Run
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add smart-ai-memory/attune-ai/doc-gen@sha256:076ea4a728f31dea

The line at the top of this page pins the label git:20260902.d668714, 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_eoscu3wzoix5jtvp.svg)](https://markdownregistry.com/a/art_eoscu3wzoix5jtvp)

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

Versions

The registry has recorded 5 versions of this file, between Apr 2, 2026 and Sep 2, 2026, about one every 38 days.

versioncommittedcommitsizeaudit
git:20260902.d668714 latest2026-09-02 d668714 3,532 BA view · diff
git:20260628.4fd65a52026-06-28 4fd65a5 2,669 BA view · diff
git:20260406.799b6b72026-04-06 799b6b7 2,290 BA view · diff
git:20260403.3c8c1ff2026-04-03 3c8c1ff 2,013 BA view · diff
git:20260402.13df5d12026-04-02 13df5d1 2,059 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3532 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

smart-ai-memory/attune-ai · 11 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_eoscu3wzoix5jtvp
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/doc-gen
GET https://markdownregistry.com/api/v1/blob/076ea4a728f31dea08f0faf927d026f8af2c8090bfe1023f57dfe54f20d812e3

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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from smart-ai-memory/attune-ai

AGENTS.md@.agents AGENTS.md file
smart-ai-memory/attune-ai · .agents/AGENTS.md
git:20260912.b63c07c · audit A · 11 stars
agent SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/agent/SKILL.md · Create and manage custom AI agents and teams
git:20260718.206f45d · audit A · 11 stars
attune-hub SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/attune-hub/SKILL.md · Developer workflow hub — routes to the right skill based on what you need. Triggers on: attune, what can attune do…
git:20260807.964ad7e · audit A · 11 stars
attune SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/attune/SKILL.md · AI-powered developer workflows with Socratic discovery
git:20260718.206f45d · audit A · 11 stars
author-feature SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/author-feature/SKILL.md · Author a single-source feature page — a code-verified master that projects to .help kinds + docs pages, no API credits…
git:20260727.d29a207 · audit A · 11 stars
brainstorm SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/brainstorm/SKILL.md · Guided brainstorming with structured discovery and plan output
git:20260718.206f45d · audit A · 11 stars
bug-predict SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/bug-predict/SKILL.md · Predict likely bug locations from code patterns and complexity. Triggers on: predict bugs, find bugs, risky code, code…
git:20260902.d668714 · audit A · 11 stars
bulk SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/bulk/SKILL.md · Batch API processing for 50% cost savings on non-urgent bulk analysis. Triggers on: batch, bulk process, batch API…
git:20260904.94c346c · audit A · 11 stars
catalog SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/catalog/SKILL.md · Enumerate everything attune offers — every workflow, wizard, and tool, read live from the registries. Triggers on…
git:20260626.c9b7431 · audit A · 11 stars
coach SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/coach/SKILL.md · Progressive help for any topic. Repeat to go deeper: concept -> procedural -> reference. Triggers on: coach, learn…
git:20260625.f0bf509 · audit A · 11 stars
code-quality SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/code-quality/SKILL.md · Code review to find quality issues, style violations, and code smells. Triggers on: review, code review, quality, lint…
git:20260628.4fd65a5 · audit A · 11 stars
commit-push-pr SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/commit-push-pr/SKILL.md · Stage, commit, push, and create PR in one command
git:20260718.206f45d · audit A · 11 stars

Every file in smart-ai-memory/attune-ai

Other files named doc-gen

doc-gen SKILL.md skill
sethgammon/citadel · skills/doc-gen/SKILL.md · Documentation generator with three modes: function-level (JSDoc/docstrings), module-level (directory READMEs), and API…
git:20261009.7a64c3f · audit A · 927 stars
doc-gen SKILL.md skill
smart-ai-memory/attune-ai · .agents/skills/doc-gen/SKILL.md · Generate documentation from source code — docstrings, READMEs, API references. Triggers on: generate docs, write…
git:20260902.d668714 · audit A · 11 stars

Browse by kind, by grade A, or by owner.