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Ranked #2 of 93 in this category· 该品类排名 #2 / 共 93 个

GStack Investigate

by Garry Tan✓ verified author · 已验证·3mo ago

No fixes until the root cause is real.

根因没坐实之前,不急着动手修。

Testing & DebuggingCodexClaude CodeLocal terminalsLow risk · 低风险trusted · 官方/可信open source · 开源

Before you install安装前须知

No special access needs declared未声明特殊权限需求
Editor's verdict· 编辑结论

Best when the bug lives inside the code itself, not in operational state. Same "no fixes until the root cause is real" discipline as incident-investigate, but biased toward static code investigation: reads suspect modules, builds a hypothesis tree, asks for a failing test or repro before proposing a change. Strongest on flaky tests and intermittent failures where shallow patches make things worse. For ops-side incidents (logs, traffic, infra), incident-investigate fits better.

bug 是在代码里而不是在运行态时,它最合适。和 incident-investigate 一样有「根因没明确前不修复」的纪律,但更偏静态代码调查:读可疑模块、建假设树、要求先有失败测试或复现,才允许改代码。在 flaky test 和间歇性故障这种「浅修反而更糟」的场景里最强。运维侧事故(日志、流量、基础设施)用 incident-investigate 更合适。

— Editorial team · 编辑团队

Install via Skills CLI

Use npx skills add to install this skill into the selected agent. Phase 0 commands are generated from source rules, not verified.

Codex
npx skills add https://github.com/garrytan/gstack/tree/main/investigate -g -a codex -y

Drop `-g` to install project-locally

Best for适合什么场景

  • Structured debugging结构化调试
  • Root-cause-first remediation根因优先修复
  • Intermittent failures间歇性故障

Not for不适合什么场景

  • Quick copy edits快速文案改动
  • Browser-only QA纯浏览器 QA
  • Release announcements发布公告

vs alternativesvs 其他选择

Full compare table完整对比表 →

Side-by-side compare维度对比

Key differences with same-lane alternatives
this skill · 当前GStack InvestigateIncident InvestigateCanary WatchTest Bench
Rating · 评分4.84.84.64.4
Stars · 星标123k10k8.2k6.1k
Risk · 风险Low risk · 低风险Low risk · 低风险Medium risk · 中风险Low risk · 低风险
Best for · 最适合Structured debuggingRoot-cause analysisVerify the live deploy before users tell you it is broken.Fill the obvious testing holes before CI embarrasses you.
Not for · 不适合Quick copy editsQuick cosmetic fixesWorkflows that require stronger human review than this catalog entry documents.Workflows that require stronger human review than this catalog entry documents.

Audit notes审计备注

last reviewed 2026-06-10 · 复查
Source源码open on GitHub · 公开
Author作者verified org · 已验证
Network网络访问read-only · 只读
Filesystem文件写入sandboxed · 沙箱
Dependencies依赖audited · 已审计
Telemetry遥测none · 无
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