code-quality SKILL.md skillA

code-quality 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/code-quality@git:20260628.4fd65a5

Pins git:20260628.4fd65a5 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
.agents/skills/code-quality/SKILL.md
Versions recorded
5
Latest version
git:20260628.4fd65a5, committed Jun 28, 2026
First version recorded
Mar 29, 2026
Size
2,525 bytes
Repository stars
11
License
Apache-2.0

Code review to find quality issues, style violations, and code smells. Triggers on: review, code review, quality, lint, code smell, analyze code.

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 Quality

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

Call `help_lookup(topic="code-quality", 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:

> **Code Quality** — Reviews your code for style issues, likely bugs, and structural problems in one pass.

## Scoping

Before running, ask:

1. **Scope**: "Which files or directory should I review?"
2. **Depth**: "Quick scan, thorough, or deep review?"
   - Quick: code_review only
   - Thorough: code_review + bug_predict combined
   - Deep: deep_review (security + quality + test gaps)

## Execution

**Quick scan:**

```
code_review(path="<user-specified path>")
```

**Thorough analysis:**

```
code_review(path="<user-specified path>")
bug_predict(path="<user-specified path>")
```

Merge and deduplicate results from both tools.

**Deep review** (multi-pass: security, quality, test gaps):

```
deep_review(path="<user-specified path>")
```

## Output Format

**Prefer the rich panel.** If the tool response includes `panel_html`,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add smart-ai-memory/attune-ai/code-quality@sha256:1a37ab6872e81881

The line at the top of this page pins the label git:20260628.4fd65a5, 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_jjkafqchhl72el4m.svg)](https://markdownregistry.com/a/art_jjkafqchhl72el4m)

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

Versions

The registry has recorded 5 versions of this file, between Mar 29, 2026 and Jun 28, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20260628.4fd65a5 latest2026-06-28 4fd65a5 2,525 BA view · diff
git:20260625.f0bf5092026-06-25 f0bf509 2,146 BA view · diff
git:20260406.799b6b72026-04-06 799b6b7 2,175 BA view · diff
git:20260403.5827f352026-04-03 5827f35 1,893 BA view · diff
git:20260329.107e82c2026-03-29 107e82c 1,521 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 (2525 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 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jjkafqchhl72el4m
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/code-quality
GET https://markdownregistry.com/api/v1/blob/1a37ab6872e8188124ffd4c15b0f2c396ed5991c815ed0a42ba635c2149c0ab4

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.

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