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Codebase Audit

Checked
saturate·vlatest·backend

Identifies potential bugs, security vulnerabilities, and style inconsistencies within a codebase using automated analysis.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

Installs under a different name. Its SKILL.md names it stats, not the name it is listed under, so the command below uses that name.
  1. 1

    Run this in your project

    terminal
    $ npx skills add saturate/claude --skill stats -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

saturate

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned saturate/claude at 86cb1c345f.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
86cb1c345f
Manifest
plugins/observability/skills/stats/SKILL.md
Scanned
1 file, 154 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

This skill analyzes a provided codebase to identify potential issues. It can detect common coding errors, security vulnerabilities, and areas for improvement based on established best practices. The audit focuses on code quality and adherence to standards, providing actionable insights for developers.

When to use it

  • Onboarding new team members: Quickly assess the quality of existing codebases to help new hires understand project structure and potential pitfalls.
  • Refactoring legacy code: Identify areas in older code that need modernization or optimization before significant changes are made.
  • Pre-release checks: Perform a quick audit prior to deploying code to production, catching common errors early.
  • Security reviews: Identify potential security vulnerabilities within the codebase.

Key capabilities

  • Code analysis
  • Error detection
  • Vulnerability identification
  • Adherence to coding standards

Example prompts

  • "Audit this Python script for potential errors: [paste code here]"
  • "Perform a security audit on this JavaScript file: [paste code here]"
  • "Analyze this codebase and suggest improvements based on PEP 8 guidelines."

Tips & gotchas

The effectiveness of the audit depends heavily on the quality and clarity of the provided code. Large or complex codebases may require multiple passes or more specific instructions for optimal results.