How does it track down regressions?

The diff-analyzer component examines recent Git history and suspicious commits to identify exactly when and where a logic change may have introduced a new bug.

Can it analyze server logs and stack traces?

Yes, the log-analyzer agent is specifically designed to extract error patterns, identify frequencies, and correlate log data with specific code entry points.

What kind of final report does it generate?

It provides a structured markdown report including a summary of the root cause, the file/line location, a visual causal chain, and a recommended code fix.

How does the multi-agent system work?

It coordinates five specialized agents—problem-analyzer, codebase-investigator, root-cause-finder, diff-analyzer, and log-analyzer—to handle different aspects of a bug investigation simultaneously.

Is this skill useful for non-developers?

Yes, Product Managers and QA leads can use it to perform initial technical triage on reported issues before they reach the engineering team.

Issue Review Agent

Name: Issue Review Agent
Author: DennisLiuCk

byDennisLiuCk

0•

分析与监控

Orchestrates a specialized multi-agent workflow to perform systematic root-cause analysis and debugging for software issues.

Issue Review is a sophisticated diagnostic skill that automates the complex process of software troubleshooting. By coordinating five specialized AI agents—including log analyzers and Git history investigators—it moves from initial problem classification to deep codebase investigation. This skill is ideal for resolving production bugs, regressions, and elusive technical issues, providing developers with a complete causal chain, evidence-based root cause identification, and ready-to-implement fix recommendations.

主要功能

01Multi-agent orchestration using five specialized sub-agents

02Intelligent log and stack trace pattern recognition

03Causal chain mapping from symptoms to root cause

04Structured reporting with high-confidence fix suggestions

05Automated Git history analysis to track regression sources

060 GitHub stars

使用场景

01Analyzing user-reported issues with insufficient documentation

02Investigating complex regression bugs after major code merges

03Diagnosing critical production outages and server-side errors

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dennisliuck/claude-plugin-marketplace issue-review

For use in Claude.ai and ChatGPT

Download Skill