What is considered a high-risk defect probability?

The skill typically flags files with a defect probability threshold of 0.8 or higher as high-risk locations that require immediate investigation.

How does this skill determine what counts as a 'hotspot'?

A hotspot is calculated based on the intersection of code complexity and change frequency (churn), indicating areas that are difficult to understand and frequently modified.

Do I need any external tools to use the Find Bugs skill?

This skill is designed to work with Omen, a code intelligence tool that provides the backend metrics for complexity and risk analysis.

Does this skill look for specific markers in the code?

Yes, it scans for explicit markers such as BUG or FIXME and identifies functions with a cognitive complexity score higher than 20.

What is the Find Bugs skill for Claude Code?

The Find Bugs skill is a specialized capability for Claude Code that utilizes Omen's code intelligence to scan repositories for high-risk files and potential software defects.

Find Bugs

Name: Find Bugs
Author: panbanda

bypanbanda

•

보안 및 테스팅

Locates high-risk code areas, hotspots, and potential defects using advanced code intelligence metrics.

The Find Bugs skill leverages Omen's code intelligence to proactively identify potential vulnerabilities and architectural weaknesses within your codebase. It analyzes code through multiple lenses, including defect probability, hotspots derived from churn and complexity, and explicit technical debt markers like TODOs or high cognitive complexity. By surfacing files with high risk thresholds and temporal coupling, this skill helps developers prioritize their testing and refactoring efforts where they are needed most, ensuring more stable and maintainable software releases.

주요 기능

019 GitHub stars

02Hotspot analysis based on code complexity and historical churn

03Temporal coupling analysis to find related files prone to defects

04Defect probability scoring to pinpoint high-risk files

05Detection of explicit BUG and FIXME technical debt markers

06Cognitive complexity measurements for identifying convoluted logic

사용 사례

01Prioritizing code reviews and QA testing before a production deployment

02Performing rapid risk assessment when onboarding to a legacy codebase

03Identifying critical technical debt for targeted refactoring sprints

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add panbanda/omen find-bugs

For use in Claude.ai and ChatGPT

Download Skill