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jin-swe-fix

Orchestrate multi-agent pipelines to analyze, fix, and verify software issues.

2|Updated Mar 3, 2026
Search Tags:#automation#debugging#bug fixing#issue resolution#code verification#swe agent
One-click install
npx skills add https://github.com/cjinzy/jin-claude --skill jin-swe-fix
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: jin-swe-fix
Source: https://github.com/cjinzy/jin-claude/tree/main/plugins/jin-claude/skills/jin-swe-fix
Command: npx skills add https://github.com/cjinzy/jin-claude --skill jin-swe-fix

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of identifying, fixing, and verifying software bugs and issues, reducing manual debugging time and improving code quality.

Core Features & Use Cases

  • Automated Bug Fixing: Leverages AI agents to diagnose root causes and implement fixes for software issues.
  • Multi-Agent Workflow: Orchestrates specialized agents for analysis, fixing, and verification to ensure robust solutions.
  • Use Case: When encountering a bug reported in a GitHub issue, you can invoke this skill to automatically analyze the problem, propose and apply code changes, and verify the fix before it's merged.

Quick Start

Use the jin-swe-fix skill to fix the issue described in the provided GitHub URL.

Frequently Asked Questions about jin-swe-fix

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

FAQPage Schema
How do I automate debugging and bug fixing for a reported GitHub issue?▼

You can automate debugging and bug fixing by invoking this Skill with a GitHub issue URL. It orchestrates specialized SWE agents to analyze the root cause, apply code modifications, and independently verify the fix.

What is a multi-agent SWE pipeline for software issue resolution?▼

A multi-agent SWE pipeline is a structured workflow that uses distinct AI agents for analysis, execution, and validation. It systematically handles bug fixes and cross-module problems to ensure code integrity through independent verification.

Can I use automated code verification to ensure my bug fix works correctly?▼

Yes, automated code verification is a core phase of this Skill. After code modifications are applied, a specialized validation agent independently verifies the fix to ensure the software issue is resolved without breaking code integrity.

What is the best way to resolve complex cross-module software issues automatically?▼

The best way to resolve complex cross-module issues automatically is using a multi-agent SWE pipeline. It orchestrates specialized agents to perform root cause analysis and execute fixes across different modules within a structured workflow.

Does this automated bug fixing workflow require any specific dependencies?▼

No, this automated bug fixing workflow requires no external dependencies. You can directly provide a GitHub issue URL to trigger the analysis, fixing, and verification phases without prerequisite environment setup.

Why should I use an AI agent for code modification instead of manual debugging?▼

Using AI agents for code modification reduces manual debugging time by automating root cause analysis and applying structured fixes. This ensures robust solutions through a multi-agent workflow that includes independent verification.

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