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Code Review Analysis

Checked
aj-geddes·vlatest·backend·MIT

Helps with code review, analysis as part of developing backend services and APIs workflows.

Repository

Install on your platform

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

  1. 1

    Run this in your project

    terminal
    $ npx skills add aj-geddes/useful-ai-prompts --skill code-review-analysis -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

aj-geddes

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 aj-geddes/useful-ai-prompts at 3f5182cfd7.

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

Commit
3f5182cfd7
Manifest
skills/code-review-analysis/SKILL.md
Scanned
9 files, 292 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

The code-review-analysis skill enables AI agents to analyze and provide feedback on code changes, identifying potential bugs, performance issues, and style inconsistencies. It supports multiple programming languages and can generate actionable suggestions for improving code quality.

When to use it

  • Before merging a pull request in a collaborative development environment
  • To quickly assess the impact of proposed code changes
  • During code refactoring or optimization efforts
  • For teaching or mentoring purposes when reviewing someone else’s code

Key capabilities

  • Detects common coding errors and logical flaws
  • Suggests improvements for readability and maintainability
  • Highlights potential performance bottlenecks
  • Supports multiple programming languages including Python, JavaScript, Java, and C++

Example prompts

  • "Review this Python function for possible bugs and suggest improvements."
  • "Analyze the JavaScript code snippet for style consistency and best practices."
  • "Check this Java class for memory leaks or performance issues."

Tips & gotchas

  • Ensure that the code being reviewed is well-formatted and includes clear comments for accurate analysis.
  • While the skill provides helpful suggestions, it should not replace human judgment in critical code reviews.