codebase-inspection SKILL.md skillA

codebase-inspection from fifeqqs1/mortyclaw is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add fifeqqs1/mortyclaw/codebase-inspection@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
fifeqqs1/mortyclaw
Path
.agents/skills/codebase-inspection/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Sep 18, 2026
Size
3,738 bytes
Repository stars
24
License
MIT

Inspect and analyze codebases using pygount for LOC counting, language breakdown, and code-vs-comment ratios. Use when asked to check lines of code, repo size, language composition, or codebase stats.

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

# Codebase Inspection with pygount

Analyze repositories for lines of code, language breakdown, file counts, and code-vs-comment ratios using `pygount`.

## When to Use

- User asks for LOC (lines of code) count
- User wants a language breakdown of a repo
- User asks about codebase size or composition
- User wants code-vs-comment ratios
- General "how big is this repo" questions

## Prerequisites

```bash
pip install --break-system-packages pygount 2>/dev/null || pip install pygount
```

## 1. Basic Summary (Most Common)

Get a full language breakdown with file counts, code lines, and comment lines:

```bash
cd /path/to/repo
pygount --format=summary \
  --folders-to-skip=".git,node_modules,venv,.venv,__pycache__,.cache,dist,build,.next,.tox,.eggs,*.egg-info" \
  .
```

**IMPORTANT:** Always use `--folders-to-skip` to exclude dependency/build directories, otherwise pygount will crawl them and take a very long time or hang.

## 2. Common Folder Exclusions

Adjust based on the project type:

```bash
# Python projects
--folders-to-skip=".git,venv,.venv,__pycache__,.cache,dist,build,.tox,.eggs,.mypy_cache"

# JavaScript/TypeScript projects
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add fifeqqs1/mortyclaw/codebase-inspection@sha256:ac146497b9f430db

The line at the top of this page pins the label v1.0.0, 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_s64hfble6dab7ygo.svg)](https://markdownregistry.com/a/art_s64hfble6dab7ygo)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 18, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-18 9ee0766 3,738 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 (3738 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

fifeqqs1/mortyclaw · 24 stars · license MIT · pushed 2026-09-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_s64hfble6dab7ygo
GET https://markdownregistry.com/api/v1/resolve?ref=fifeqqs1/mortyclaw/codebase-inspection
GET https://markdownregistry.com/api/v1/blob/ac146497b9f430dbe917783cd51dc3bb4f0c16b8780c1c7435c183be8b553931

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 fifeqqs1/mortyclaw

github-auth SKILL.md skill
fifeqqs1/mortyclaw · .agents/skills/github-auth/SKILL.md · Set up GitHub authentication for the agent using git (universally available) or the gh CLI. Covers HTTPS tokens, SSH…
v1.1.0 · audit B · 24 stars
github-code-review SKILL.md skill
fifeqqs1/mortyclaw · .agents/skills/github-code-review/SKILL.md · Review code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review…
v1.1.0 · audit A · 24 stars
github-pr-workflow SKILL.md skill
fifeqqs1/mortyclaw · .agents/skills/github-pr-workflow/SKILL.md · Full pull request lifecycle — create branches, commit changes, open PRs, monitor CI status, auto-fix failures, and…
v1.1.0 · audit A · 24 stars
mortyclaw-tools SKILL.md skill
fifeqqs1/mortyclaw · .agents/skills/mortyclaw-tools/SKILL.md · Use MortyClaw MCP tools for Feishu, Zotero, Arxiv, memory, task, and project operations.
git:20260919.9a99e1c · audit A · 24 stars
systematic-debugging SKILL.md skill
fifeqqs1/mortyclaw · .agents/skills/systematic-debugging/SKILL.md · Use when encountering any bug, test failure, or unexpected behavior. 4-phase root cause investigation — NO fixes…
v1.1.0 · audit A · 24 stars
test-driven-development SKILL.md skill
fifeqqs1/mortyclaw · .agents/skills/test-driven-development/SKILL.md · Use when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle with…
v1.1.0 · audit A · 24 stars
writing-plans SKILL.md skill
fifeqqs1/mortyclaw · .agents/skills/writing-plans/SKILL.md · Use when you have a spec or requirements for a multi-step task. Creates comprehensive implementation plans with…
v1.1.0 · audit A · 24 stars

Every file in fifeqqs1/mortyclaw

Other files named codebase-inspection

codebase-inspection SKILL.md skill
atlasomnia/hermes-custom-pack · skills/codebase-inspection/SKILL.md · codebase-inspection — Inspect codebases w/ pygount: LOC, languages, ratios.
v1.0.0 · audit A · 76 stars
codebase-inspection SKILL.md skill
seaworld008/commonly-used-high-value-skills · openclaw-skills/codebase-inspection/SKILL.md · Use when a user needs reproducible repository sizing, language composition, file counts, or code-versus-comment ratios…
v1.0.1 · audit A · 73 stars

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