Skip to content
TrustedSkillsbeta
Back to all skills

Codebase Analysis

Checked
atman36·vlatest·backend

Analyzes codebase structure, dependencies, and potential vulnerabilities within existing backend systems using advanced code understanding.

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 atman36/ai-vibe-prompts --skill codebase-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

atman36

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 atman36/ai-vibe-prompts at cd0b859699.

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

Commit
cd0b859699
Manifest
.claude/skills/core/codebase-analysis/SKILL.md
Scanned
1 file, 242 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 codebases to identify potential issues, understand project structure, and generate documentation. It can pinpoint dependencies, highlight areas of complexity, and provide insights into code quality based on static analysis. The tool aims to improve developer understanding and accelerate onboarding processes for new team members.

When to use it

  • Onboarding New Developers: Quickly familiarize a new engineer with an existing project by providing a high-level overview of the codebase structure and dependencies.
  • Refactoring Large Projects: Identify areas ripe for refactoring based on complexity metrics or potential dependency issues.
  • Understanding Legacy Code: Decipher the purpose and functionality of older codebases where documentation is lacking.
  • Dependency Management: Get a clear picture of project dependencies to identify conflicts or outdated libraries.

Key capabilities

  • Codebase Structure Analysis
  • Dependency Identification
  • Complexity Assessment
  • Documentation Generation (implied)
  • Static Code Analysis

Example prompts

  • "Analyze the codebase and tell me about its main modules."
  • "Identify all dependencies in this project and their versions."
  • "What are the most complex functions in this repository?"

Tips & gotchas

The effectiveness of this skill depends on the quality and clarity of the code being analyzed. Large or poorly structured repositories may require more processing time and potentially yield less precise results.