超级能力 调试
- 作者仓库星标 774
- 作者仓库 gemini-superpowers-antigravity
Debug Skill
When to use this skill
- runtime errors, flaky tests, wrong outputs
- “it used to work” regressions
- performance or timeout problems (initial triage)
Debug workflow (do not skip steps)
- Reproduce
- Capture exact error, inputs, environment, command.
- Minimize
- Reduce to smallest repro (one file, one function, smallest dataset).
- Hypotheses (2–5)
- Rank by likelihood.
- Instrument
- Add temporary logging/assertions or use existing diagnostics.
- Fix
- Smallest change that removes root cause.
- Prevent
- Add regression test or permanent guard/validation.
- Verify
- Run the failing case + relevant suites.
Reporting format
- Symptom
- Repro steps
- Root cause
- Fix
- Regression protection
- Verification
- 流狐分类
- AI 智能
- 作者声明 Agent
- 未找到明确声明；不据此推断已兼容或已测试
- 静态检查
- 88 / 100 · 启发式扫描，不代表运行安全
- 作者 / 版本 / 许可
- @anthonylee991 · 未声明 license
- 流狐 Token 估算
- 低消耗
- 流狐接入估算
- 即装即用
- 是否需要外部 API Key
- 未发现要求
- 检测到的系统要求
- 未声明
- 底层运行要求
- 未声明
- 检测到的文件与系统行为
-
- 只读
- 检测到的网络行为
- 仅限本地
- 安装命令数
- 无（仅作为资料）
档案由构建时根据 SKILL.md 与安装命令自动衍生，可能与作者实际意图存在差异。
需要注意： 未限定 allowed-tools，默认拥有全部工具权限。
作者没有在当前 SKILL.md 中定义固定输出样例。 When to use this skill
runtime errors, flaky tests, wrong outputs “it used to work” regressions performance or timeout problems (initial triage)
Debug workflow (do not skip steps)
Reproduce Capture exact error, inputs, environment, command. Minimize
Reporting format
Symptom Repro steps Root cause
# Debug Skill
## When to use this skill
- runtime errors, flaky tests, wrong outputs
- “it used to work” regressions
- performance or timeout problems (initial triage)
## Debug workflow (do not skip steps)
1. **Reproduce**
- Capture exact error, inputs, environment, command.
2. **Minimize**
- Reduce to smallest repro (one file, one function, smallest dataset).
3. **Hypotheses (2–5)**
- Rank by likelihood.
4. **Instrument**
- Add temporary logging/assertions or use existing diagnostics.
5. **Fix**
- Smallest change that removes root cause.
6. **Prevent**
- Add regression test or permanent guard/validation.
7. **Verify**
- Run the failing case + relevant suites.
## Reporting format
- Symptom
- Repro steps
- Root cause
- Fix
- Regression protection
- Verification 证据边界与执行链路
作者原文负责流程事实；流狐只索引当前章节、要点、文件与命令。
章节 -> When to use this skill → Debug workflow (do not skip steps) → Reporting format
要点 -> Reproduce · Minimize · Hypotheses (2–5) · Instrument · Fix · Prevent · Verify
文件/命令 -> logging/assertions · guard/validation.
内容 SHA-256 -> e8404261f72f
方法与流程
适用与边界
原文中的明确线索
logging/assertions、guard/validation.