Which tool powers the intelligence behind this skill?

This skill utilizes the Omen code intelligence tool via the Model Context Protocol (MCP) to perform deep analysis on hotspots and tech debt.

What specific metrics does the skill check for?

It specifically flags files with a defect probability over 0.7, functions with cyclomatic complexity over 15, and any new HACK or FIXME comments.

How do I trigger a focused review for specific files?

You can use the command /focus-review followed by the list of changed files you want to analyze.

What does the Focus Review skill do?

It identifies high-risk areas in your code changes, such as high complexity or likely defects, to help developers prioritize and speed up the review process.

Focus Code Review

Name: Focus Code Review
Author: panbanda

bypanbanda

•

협업 도구

Prioritizes code reviews by identifying high-risk changes, technical debt, and excessive complexity in modified files.

The Focus Review skill streamlines the code review process by leveraging the Omen code intelligence tool to pinpoint critical issues. It automatically analyzes changed files for defect probability, cyclomatic complexity, and self-admitted technical debt (SATD), ensuring developers spend their time on the most impactful changes. By providing a structured checklist and standardized comment format, it helps maintain high code quality standards while reducing manual review fatigue through targeted, data-driven analysis of hotspots and risk areas.

주요 기능

01Cyclomatic complexity analysis to identify hard-to-maintain functions

02Standardized PR comment formatting for consistent feedback

039 GitHub stars

04Self-admitted technical debt (SATD) detection for HACK and FIXME tags

05Orphaned code identification to reduce codebase bloat

06Automated defect probability assessment using code intelligence

사용 사례

01Auditing new commits for introduced technical debt or temporary workarounds

02Prioritizing files for deep review during a large or complex Pull Request

03Identifying logic that requires simplification or refactoring before merging

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add panbanda/omen focus-review

For use in Claude.ai and ChatGPT

Download Skill