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janewilkin
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review

Review Python code for bugs, type safety, and performance issues.

Updated Feb 17, 2026
Search Tags:#quality assurance#code review#debugging#security#python#bash
One-click install
npx skills add https://github.com/janewilkin/bismuth-digital-llc-web --skill review-janewilkin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/janewilkin/bismuth-digital-llc-web/tree/main/.claude/skills/review
Command: npx skills add https://github.com/janewilkin/bismuth-digital-llc-web --skill review-janewilkin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill proactively identifies bugs, security vulnerabilities, and style issues in your code, preventing common errors and improving code quality before deployment.

Core Features & Use Cases

  • Comprehensive Code Analysis: Scans Python code for logic errors, type safety issues, performance bottlenecks, and adherence to best practices.
  • Shell Script Review: Analyzes shell scripts for common pitfalls and potential security risks.
  • Resiliency Checks: Evaluates code for robustness against failures like network issues or disk errors.
  • Use Case: After implementing a new feature, run this Skill to get a detailed report on potential bugs and areas for improvement, ensuring a cleaner and more stable codebase.

Quick Start

Use the review skill to analyze the Python files in the current directory.

Frequently Asked Questions about review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review Python code for logic errors and type safety issues?▼

To review Python code for logic errors and type safety issues, this Skill analyzes your files to identify bugs, performance bottlenecks, and common errors, providing a detailed report for codebase improvement.

Can I check shell scripts for security risks and best practices?▼

Yes, you can check shell scripts for security risks and best practices. The Skill analyzes bash scripts to identify common pitfalls, security vulnerabilities, and areas needing improved resiliency against failures.

What is code resiliency checking and when do I need it?▼

Code resiliency checking evaluates your codebase for robustness against failures like network issues or disk errors. You need it before deployment to ensure your application remains stable under adverse runtime conditions.

Do I need Git and Bash installed to run a code review?▼

Yes, you need Git and Bash installed to run this code review. Git is required to process diffs for accurate analysis, and Bash is necessary for executing the underlying review scripts.

How do I find testing gaps and documentation deficiencies in my code?▼

To find testing gaps and documentation deficiencies, the Skill evaluates your Python codebase and highlights missing test coverage and inadequate docs, helping you catch oversights before shipping.

What is the best way to catch bugs before deploying Python code?▼

The best way to catch bugs before deploying Python code is to run a comprehensive analysis on logic, type safety, and performance. This Skill proactively identifies vulnerabilities and style issues for a stable codebase.

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