MR
Mayur Rathi
@sickn33
⭐ 39.1k GitHub stars

bug-hunter

bug-hunter是一款code方向的AI技能,核心价值是Systematically finds and fixes bugs using proven debugging techniques,可用于解决开发者在code领域的实际问题,帮助用户提升效率、自动化重复任务或优化工作流。

Systematically finds and fixes bugs using proven debugging techniques. Traces from symptoms to root cause, implements fixes, and prevents regression.

Last verified on: 2026-05-30
mkdir -p ./skills/bug-hunter && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/bug-hunter/SKILL.md -o ./skills/bug-hunter/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

Systematically finds and fixes bugs using proven debugging techniques. Traces from symptoms to root cause, implements fixes, and prevents regression.

🎯 Best For

  • Debugging engineers
  • QA teams
  • Claude users
  • Software engineers
  • Development teams

💡 Use Cases

  • Tracing runtime errors in production logs
  • Identifying memory leaks
  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply bug-hunter to Your Work

    Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.

  4. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Can this debug production issues?

Yes, but always ensure you have proper logging and monitoring in place first.

Is bug-hunter compatible with Cursor and VS Code?

Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.

Do I need specific dependencies for bug-hunter?

Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.

How do I install bug-hunter?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/bug-hunter/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Debugging without context

Always provide the full error stack and surrounding code context for accurate debugging.

Skipping validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

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