The best AI skills for debugging做调试排错最好用的

Skills that turn messy production bugs into reproducible evidence and root cause.把混乱的生产问题变成可复现证据和根因结论的 skill。

Top 10 — Editor rankedTop 10 编辑榜单

2026-04-22 last re-ranked · 上次重排

#1Gold · 金

★ Editor's Choice· 编辑首选

by Garry Tan✓ verified·updated 3w ago

No fixes until the root cause is real.

根因没坐实之前，不急着动手修。

“

A structured debugging skill from gstack that forces evidence gathering, hypothesis testing, and root-cause-first remediation.

结构化调试技能，会先采集证据、验证假设，再进入以根因为中心的修复。

CodexClaude CodeLocal terminalsLow risk · 低风险$codex /investigate

4.8

rating · 评分

80k

installs · 安装

#2Silver · 银

★ Runner-up· 次选

by Evan Hsu·updated 3w ago

No fixes until the cause is real.

原因还没坐实之前，不急着修。

“

A debugging skill that structures investigation into evidence, hypotheses, and fixes instead of patching symptoms.

调试技能，会把排障过程组织成证据、假设和修复路径，而不是对着症状打补丁。

CodexClaude Codelocal terminalsLow risk · 低风险$codex /investigate

4.8

rating · 评分

10k

installs · 安装

Tell us your pain points and we'll go look.把你的痛点告诉我们，我们会去找。