code-quality-audit

code-quality-audit is a skill for Claude Code from davila7/claude-with-skills. It costs 38 tokens per session (625 once invoked), scanned A, original, MIT.

A structured review of a codebase for security, speed, and ease of maintenance. It checks for issues such as exposed secrets, unsafe database queries, cross-site scripting, slow database patterns, blocking operations, and overly large functions.

In plain words
What is it for?
Use it for quarterly reviews, pre-release checks, or learning the risks and maintenance needs of a large codebase.
Why use it?
Problems can remain hidden when code is reviewed only feature by feature. A broad audit helps identify risks and cleanup work before a release or during regular maintenance.

Skill for Claude Code

Written for Claude Code: context: fork in frontmatter. Also seen: agent in frontmatter.

Good fit Use it for quarterly reviews, pre-release checks, or learning the risks and maintenance needs of a large codebase.

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Install with agentmods
npx agentmods add skills/davila7/claude-with-skills/lightweight-orchestrator
About the project

Claude With Skills is a progressive course that teaches developers to create reusable, portable Agent Skills for Claude Code, from basic SKILL.md files to advanced automation and plugin packaging. It is intended for developers who want repeatable instructions and workflows instead of repeatedly pasting the same guidance. The catalogue contains the course's skills, agents, and instruction.

davila7/claude-with-skills · 12 stars · on GitHub · claude-with-skills.vercel.app

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add davila7/claude-with-skills --skill lightweight-orchestrator
Clone the repo
git clone --depth 1 https://github.com/davila7/claude-with-skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for code-quality-audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/davila7/claude-with-skills/lightweight-orchestrator/github.svg)](https://agentmods.dev/skills/davila7/claude-with-skills/lightweight-orchestrator)
Your own site
<a href="https://agentmods.dev/skills/davila7/claude-with-skills/lightweight-orchestrator"><img src="https://agentmods.dev/badge/skills/davila7/claude-with-skills/lightweight-orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for code-quality-audit

Your own site · 80×15
<a href="https://agentmods.dev/skills/davila7/claude-with-skills/lightweight-orchestrator"><img src="https://agentmods.dev/badge/skills/davila7/claude-with-skills/lightweight-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 625 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.00625
Opus 5 $0.00019 $0.00313
Sonnet 5 $0.00008 $0.00125
Haiku 4.5 $0.00004 $0.00063

Measured 11d ago against content hash b976df2d72d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

code-quality-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

src/content/docs/03-advanced/lesson-06-context-window-mastery/examples/lightweight-orchestrator/SKILL.md · 62 lines

How it starts

The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Run a comprehensive code quality audit of this codebase.

Audit areas

Investigate each area systematically. Search broadly before drawing conclusions — read files, grep for patterns, and check multiple directories.

Security

Look for common security issues:

  • Hardcoded secrets: search for password=, api_key=, secret=, token= followed by a literal string value in non-test, non-example files
  • SQL injection vectors: string concatenation or f-strings/template literals that embed variables directly into SQL query strings
  • XSS: direct innerHTML assignment in JavaScript or TypeScript files without sanitization
  • Insecure defaults: DEBUG=True, CORS allow *, verify=False in requests calls, NODE_ENV not set to production in deployment config

Performance

Look for patterns that commonly cause performance problems:

  • N+1 query patterns: a database call inside a loop
  • Synchronous operations that could be async: blocking I/O in a path that handles concurrent requests
  • Large files read entirely into memory: fs.readFileSync, open().read() on files that are not guaranteed to be small

Maintainability

  • Functions over 50 lines: read source files and estimate function lengths
  • Files over 300 lines: use find . -name "*.py" -o -name "*.ts" -o -name "*.js" | xargs wc -l | sort -rn | head -20 (exclude node_modules, dist, .git)
  • Deeply nested conditionals: more than 4 levels of if/for/while nesting
  • Magic numbers: numeric literals used directly in conditions without a named constant

Dependencies

Read package.json, requirements.txt, or go.mod. Note:

  • Packages listed as deprecated in their README or comments in the file
  • Packages with obvious CVE mentions in README or lock file comments
  • Packages pinned to very old major versions (e.g., a major version more than 2 behind current)

Output format

Return a structured report with these sections:

Executive summary — three bullet points covering the most important findings across all areas.

Read the full file on GitHub · 62 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 62 lines · 38 tokens per session scan A b976df2d72d8

Subscribe to this mod's changes

code-quality-audit is a skill published in the GitHub repository davila7/claude-with-skills (12 stars, last pushed 3mo ago), licensed MIT. It adds 38 tokens to every session and 625 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.