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code-qualities-assessment SKILL.md skillA

code-qualities-assessment from rjmurillo/ai-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add rjmurillo/ai-agents/code-qualities-assessment@v1.2.0

Pins v1.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: rjmurillo/ai-agents
Path: .claude/skills/code-qualities-assessment/SKILL.md
Versions recorded: 5
Latest version: v1.2.0, committed Oct 11, 2026
First version recorded: Sep 15, 2026
Size: 16,778 bytes
Repository stars: 48
License: MIT

Assess maintainability of code through 5 foundational qualities (cohesion, coupling, encapsulation, testability, non-redundancy) with quantifiable scoring rubrics. assess.py scores source code only; rules, skills, and agents are assessed manually against the same qualities per references/executable-nl-artifacts.md. Works at method/class/module levels across multiple languages. Produces markdown reports with remediation guidance. Use when you ask to "assess maintainability…

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

# Code Qualities Assessment

Evaluate maintainability of code using 5 timeless design qualities with quantifiable scoring rubrics. assess.py scores source code only. Rules, skills, and agents are assessed manually against the same qualities. For artifact mapping, the minimal-implementation ladder, and change amplification, see [executable-nl-artifacts.md](references/executable-nl-artifacts.md).

## Triggers

- `assess code quality`
- `evaluate maintainability`
- `check code qualities`
- `testability review`
- `run quality assessment`

---

## Quick Start

```bash
# Assess a single file
python3 scripts/assess.py --target src/services/auth.py

# Assess changed files from the PR base (CI mode)
python3 scripts/assess.py --target . --changed-only --base origin/main --format json

# Full module assessment with HTML report
python3 scripts/assess.py --target src/services/ --format html --output quality-report.html
```

---

## Scripts

| Script | Purpose | Usage |
|--------|---------|-------|
| `scripts/assess.py` | Scores target code across the five quality axes. | `python3 scripts/assess.py --target <path> --format markdown` |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add rjmurillo/ai-agents/code-qualities-assessment@sha256:d2093c33cdafbce7

The line at the top of this page pins the label v1.2.0, 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](https://markdownregistry.com/badge/art_lehbll2a44xm6fsa.svg)](https://markdownregistry.com/a/art_lehbll2a44xm6fsa)

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

Versions

The registry has recorded 5 versions of this file, between Sep 15, 2026 and Oct 11, 2026, about one every 7 days.

version	committed	commit	size	audit
v1.2.0 latest	2026-10-11	27d6163	16,778 B	A	view · diff
v1.2.0	2026-10-10	97ad7ce	16,777 B	A	view · diff
v1.2.0	2026-10-07	05bfd87	16,608 B	A	view · diff
v1.1.0	2026-09-25	3fda96c	15,964 B	A	view · diff
v1.1.0	2026-09-15	696280a	15,788 B	A	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 (16778 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

rjmurillo/ai-agents · 48 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lehbll2a44xm6fsa
GET https://markdownregistry.com/api/v1/resolve?ref=rjmurillo/ai-agents/code-qualities-assessment
GET https://markdownregistry.com/api/v1/blob/d2093c33cdafbce775afff1db555feacfd9f9e42cbf0ea45b4f10d32871f66d6

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.