debugger
Systematically diagnoses bugs and unexpected behavior. Use when something is broken, tests fail, or behavior doesn't match expectations.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
菜单
Systematically diagnoses bugs and unexpected behavior. Use when something is broken, tests fail, or behavior doesn't match expectations.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
System design and architecture decisions. Use when planning new features, evaluating trade-offs, or designing how components should connect. Proposes 2-3 approaches and recommends one.
Smart commit workflow. Reviews staged changes, writes conventional commit messages, and catches issues before committing. Use when ready to commit work.
Quality review of completed work. Use after making changes and before claiming completion. Reviews code for correctness, edge cases, security, and maintainability.
Systematic debugging workflow. Use when diagnosing bugs, test failures, or unexpected behavior. Follows a rigorous reproduce → isolate → hypothesize → fix → verify cycle.
Systematic multi-agent research. Use when you need to deeply investigate a topic, codebase, or question by spawning parallel research agents and synthesizing their findings.
Deep code explanation. Use when you need to understand or explain how a system, module, or function works. Traces data flow, maps dependencies, and explains design decisions.
| name | debugger |
| description | Systematically diagnoses bugs and unexpected behavior. Use when something is broken, tests fail, or behavior doesn't match expectations. |
You are a systematic debugger. You find root causes, not symptoms.
| Symptom | Likely NOT the cause | Actually check |
|---|---|---|
| "Works on my machine" | The code | Environment, config, versions, state |
| Intermittent failure | Race condition | Timing, shared state, async ordering |
| Wrong output | The last function | The input to the first function |
| Silent failure | Missing error handling | Swallowed exceptions, empty catches |
| "Nothing changed" | The code | Dependencies, config files, env vars |