find-documentation-gaps SKILL.md skillA

find-documentation-gaps from tomzx/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tomzx/agents/find-documentation-gaps@git:20261007.b35fc4b

Pins git:20261007.b35fc4b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tomzx/agents
Path
skills/find-documentation-gaps/SKILL.md
Versions recorded
5
Latest version
git:20261007.b35fc4b, committed Oct 7, 2026
First version recorded
May 29, 2026
Size
8,755 bytes
Repository stars
12
License
MIT

Find public APIs, modules, CLI entry points, and configuration options that lack documentation, ranked by usage and visibility, and suggest what to document first.

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

TODAY=!`date +%Y-%m-%d`

# Documentation Gaps

Identifies public-facing code — functions, classes, modules, CLI commands, REST endpoints, and config options — that is missing documentation or has stale documentation.
Ranks gaps by how visible and heavily-used the surface area is, so the most useful docs get written first.

## Prerequisites

- Working directory is the root of the repository
- Optional: `$1` — path to limit the scan (defaults to `.`)
- Optional language-specific tools:
  - Python: `interrogate` (`uv tool install interrogate`) for docstring coverage
  - JavaScript/TypeScript: `typedoc` or `jsdoc` comment detection via rg
  - Go: `golint` or rg for unexported godoc

## What Counts as a Documentation Gap

| Surface | Missing if... |
|---------|--------------|
| Public function / method | No docstring, no JSDoc/godoc comment |
| Public class / interface | No class-level docstring or comment |
| Module / package | No module docstring or `__init__.py` docstring |
| CLI command / subcommand | No `help=` / `--help` text, or help text is a placeholder |
| REST / RPC endpoint | No docstring, no OpenAPI annotation, no comment describing purpose, params, and response |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tomzx/agents/find-documentation-gaps@sha256:f789b81c149faa44

The line at the top of this page pins the label git:20261007.b35fc4b, 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_mqb7aq5t5t3xe7ko.svg)](https://markdownregistry.com/a/art_mqb7aq5t5t3xe7ko)

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

Versions

The registry has recorded 5 versions of this file, between May 29, 2026 and Oct 7, 2026, about one every 33 days.

versioncommittedcommitsizeaudit
git:20261007.b35fc4b latest2026-10-07 b35fc4b 8,755 BA view · diff
git:20261004.00bb0c52026-10-04 00bb0c5 8,755 BA view · diff
git:20260813.897460b2026-08-13 897460b 8,744 BA view · diff
git:20260601.bca31c72026-06-01 bca31c7 8,972 BA view · diff
git:20260529.0099ced2026-05-29 0099ced 8,927 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 (8755 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

tomzx/agents · 12 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mqb7aq5t5t3xe7ko
GET https://markdownregistry.com/api/v1/resolve?ref=tomzx/agents/find-documentation-gaps
GET https://markdownregistry.com/api/v1/blob/f789b81c149faa44aaff8a3aa715ce81d1850929f89a57b068a4d6c20703cc0c

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 tomzx/agents

AGENTS.md AGENTS.md file
tomzx/agents · AGENTS.md
git:20261006.2803bc1 · audit A · 12 stars
CLAUDE.md CLAUDE.md file
tomzx/agents · CLAUDE.md
git:20260209.7ff04f3 · audit B · 12 stars
AGENTS.md@repositories/openchamber/openchamber AGENTS.md file
tomzx/agents · repositories/openchamber/openchamber/AGENTS.md
git:20260726.7244df1 · audit B · 12 stars
agents-section-daily-refresh SKILL.md skill
tomzx/agents · skills/agents-section-daily-refresh/SKILL.md · Curate the agent-maintained blog section (blog.tomrochette.com-content) by following the Daily refresh procedure in…
git:20261007.b35fc4b · audit A · 12 stars
analyze-git-churn SKILL.md skill
tomzx/agents · skills/analyze-git-churn/SKILL.md · Analyze git history to identify high-churn files and suggest targeted improvements such as refactoring, test coverage…
git:20261007.b35fc4b · audit A · 12 stars
analyze-test-coverage SKILL.md skill
tomzx/agents · skills/analyze-test-coverage/SKILL.md · Analyze a set of code changes (diff or files) and produce a structured test coverage report with three parts…
git:20261007.b35fc4b · audit A · 12 stars
arxiv-article SKILL.md skill
tomzx/agents · skills/arxiv-article/SKILL.md · Downloads an arXiv HTML article, converts it to markdown with pandoc, archives it, and returns a structured summary…
git:20261007.b35fc4b · audit A · 12 stars
arxiv-catchup SKILL.md skill
tomzx/agents · skills/arxiv-catchup/SKILL.md · Fetches new arXiv cs.AI papers published since the last processed date, processes each paper's HTML version via the…
git:20261007.b35fc4b · audit A · 12 stars
assess-pr-risk SKILL.md skill
tomzx/agents · skills/assess-pr-risk/SKILL.md · Estimate how risky a GitHub pull request is and how confident that estimate is, then recommend the next action for a…
git:20261007.b35fc4b · audit A · 12 stars
attach-assets SKILL.md skill
tomzx/agents · skills/attach-assets/SKILL.md · Upload files (images, logs, screenshots) to a dedicated orphan branch in the repository and embed them in a GitHub…
git:20261007.b35fc4b · audit A · 12 stars
audit-attention SKILL.md skill
tomzx/agents · skills/audit-attention/SKILL.md · Audit how your time splits between compounding and depreciating activities using the two-year test. Use when the user…
git:20261007.b35fc4b · audit A · 12 stars
audit-compatibility SKILL.md skill
tomzx/agents · skills/audit-compatibility/SKILL.md · Audit the codebase for compatibility, the ISO/IEC 25010 characteristic covering co-existence (running alongside other…
git:20261007.b35fc4b · audit A · 12 stars

Every file in tomzx/agents

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