parallel-debugging

仓库创建 2025年7月25日最近提交 5 天前SkillHot 收录 21 天前

▸ 精选理由

适合复杂跨模块问题的结构化排查流程。

这个 Skill 做什么

用竞合假设法并行调查与仲裁根因的调试框架。

帮你用“竞合假设”（Analysis of Competing Hypotheses, ACH）的方法来排查复杂 bug：把多种可能原因并行调查、收集证据，再做仲裁判定根因。适合那种初步排查没头绪、问题跨模块或有多种合理解释的情况。特点是结构化、并行化地减少偏见，用证据说话而不是凭感觉。

▸ 展开 SKILL.md 英文原文

Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.

开发编程并行调试根因分析证据采集通用

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# Parallel Debugging

Framework for debugging complex issues using the Analysis of Competing Hypotheses (ACH) methodology with parallel agent investigation.

## When to Use This Skill

- Bug has multiple plausible root causes
- Initial debugging attempts haven't identified the issue
- Issue spans multiple modules or components
- Need systematic root cause analysis with evidence
- Want to avoid confirmation bias in debugging

## Hypothesis Generation Framework

Generate hypotheses across 6 failure mode categories:

### 1. Logic Error

- Incorrect conditional logic (wrong operator, missing case)
- Off-by-one errors in loops or array access
- Missing edge case handling
- Incorrect algorithm imp

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