What problem does it solve?
It automates the process of thoroughly analyzing GitHub issues to identify their potential root causes, reducing manual effort and increasing troubleshooting accuracy.
Core Features & Use Cases
- Issue Content Collection: Extracts detailed information from a specified GitHub issue, including comments, labels, and affected components.
- Similar Issue Search: Leverages multi-strategy searches based on error messages, symptoms, and file components to find related past issues.
- Root Cause Hypothesis Generation: Analyzes code repositories, recent commits, and external resources to propose possible causes, complete with confidence levels.
- Full Report Generation: Compiles an organized Markdown report with links to relevant issues, PRs, commits, files, and external references for comprehensive troubleshooting.
Quick Start
Provide the GitHub issue number or URL, and the system will retrieve details, search related issues, and generate an in-depth root cause analysis report automatically.