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Code Review

Checked
leavesfly·vlatest·backend

Automates backend code reviews, identifying potential bugs, style issues, and security vulnerabilities with leavesfly's expertise.

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 leavesfly/jimi --skill code-review -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

leavesfly

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 leavesfly/jimi at 75e1158344.

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

Commit
75e1158344
Manifest
src/main/resources/skills/code-review/SKILL.md
Scanned
1 file, 78 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 provides automated code review capabilities, identifying potential issues and suggesting improvements within a codebase. It focuses on backend development and can analyze code for style inconsistencies, common errors, and adherence to best practices. The tool aims to improve code quality and reduce the burden of manual reviews.

When to use it

  • Before merging pull requests: Automatically review changes before they are integrated into the main branch.
  • During onboarding new developers: Ensure consistent coding standards across a team.
  • For identifying potential security vulnerabilities in backend code.
  • To proactively improve code quality and reduce technical debt.

Key capabilities

  • Automated code analysis
  • Backend-focused review
  • Style consistency checks
  • Error detection
  • Best practices adherence

Example prompts

  • "Review this pull request: [link to pull request]"
  • "Analyze the following code for potential errors: [code snippet]"
  • "Check this file for style inconsistencies with our team's coding standards."

Tips & gotchas

The skill is specifically designed for backend code. Ensure the provided code is properly formatted and includes necessary context for accurate analysis.