xxih/ai-harness-zh/investigate

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系统化 root-cause debugging。遵守“没有调查就没有修复”的铁律, 先锁范围、看模式、测假设,再实现修复与验证。 (gstack)

Install

npx vskill@latest install xxih/ai-harness-zh/investigate

SKILL.md

/investigate

/investigate 是 gstack 的排障铁律:没有调查,就没有修复。

Iron Law

  • 不允许先拍脑袋改代码,再事后编造原因。
  • 必须先定位根因,再进入实现。

核心流程

  1. Phase 1: Root Cause Investigation
  • 复现问题
  • 追踪数据流 / 调用链
  • 读日志、错误、相关文件
  1. Prior Learnings
  • 查历史 learnings,看是不是重复问题
  1. Scope Lock
  • 把调查范围锁到相关模块,避免“顺手修别处”
  1. Phase 2: Pattern Analysis
  • 看这是个单点 bug、系统性模式、还是已知架构味道
  1. Phase 3: Hypothesis Testing
  • 列假设
  • 一个个证伪 / 证实
  1. Phase 4: Implementation
  • 只有在根因足够明确后才开始修
  1. Phase 5: Verification & Report
  • 证明修复有效,写清证据
  1. Capture Learnings
  • 把这次调查的可复用洞察沉淀下来

关键规则

  • 连续 3 次失败修复后要停下来,重新诊断,不许继续乱试。
  • 没有验证证据,就不能宣布完成。

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

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7-day trend score
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