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YuhangNie
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bug-fix-expert

Diagnose, verify, and fix software bugs with multi-agent validation and security review.

3|2|Updated Mar 6, 2026
Search Tags:#automation#testing#code review#debugging#security#bug fixing
One-click install
npx skills add https://github.com/YuhangNie/sub2api --skill bug-fix-expert-yuhangnie
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bug-fix-expert
Source: https://github.com/YuhangNie/sub2api/tree/main/skills/bug-fix-expert
Command: npx skills add https://github.com/YuhangNie/sub2api --skill bug-fix-expert-yuhangnie

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the process of identifying, confirming, and fixing bugs in code, ensuring speed and safety through multi-agent collaboration.

Core Features & Use Cases

  • Bug Confirmation: Verifies bugs from multiple angles before any code changes are made.
  • Automated Fixing: Implements the best fix, writes tests, and ensures code quality.
  • Safety & Review: Integrates security scanning and code review into the workflow.
  • Use Case: When a CI pipeline fails or a user reports an unexpected behavior, this Skill can automatically diagnose the issue, propose a fix, and ensure it doesn't introduce regressions or security vulnerabilities.

Quick Start

Use the bug-fix-expert skill to fix the bug reported in issue BUG-123.

Frequently Asked Questions about bug-fix-expert

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

FAQPage Schema
How do I automate debugging and fixing bugs in my code?▼

Automating debugging and fixing bugs is handled by a multi-agent system that diagnoses issues, verifies bugs through multiple validation methods, and implements fixes with comprehensive test coverage. It ensures code quality through automated security scanning and code review.

What is the best way to fix CI pipeline failures without introducing regressions?▼

The best way to fix CI pipeline failures without regressions is to use an automated workflow that confirms the bug before making changes, implements the fix, and runs security scanning alongside code review. This ensures the fix does not introduce new vulnerabilities or break existing functionality.

Can I use automated code review and security scanning for bug fixes?▼

Yes, automated code review and security scanning are integrated directly into the bug fixing workflow. After a fix is implemented, the system performs security checks and code reviews before delivery to ensure safety and quality standards are met.

How does multi-agent bug confirmation work before applying a code fix?▼

Multi-agent bug confirmation works by verifying the reported issue from multiple angles before any code changes are made. This strict validation protocol ensures the bug is accurately diagnosed and prevents unnecessary modifications to the codebase.

Does automated bug fixing support parallel execution for critical issues?▼

Yes, automated bug fixing supports parallel execution to provide faster turnaround on critical issues. This allows the multi-agent system to handle multiple diagnoses and fixes simultaneously, reducing overall resolution time.

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