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版本数
在 OpenClaw 中安装
/install systematic-debug
功能描述
Hypothesis-driven debugging — observe / hypothesize / isolate / verify / fix
使用说明 (SKILL.md)
\r \r
Systematic Debug\r
\r
Description\r
Methodical debugging with hypothesis formation, evidence gathering, and root cause analysis — not random code changes.\r \r
Workflow\r
- OBSERVE — Gather all error signals, logs, and repro steps\r
- HYPOTHESIZE — Formulate 3+ candidate root causes\r
- ISOLATE — Binary search / divide-and-conquer to narrow scope\r
- VERIFY — Create minimal reproducer to confirm hypothesis\r
- FIX — Apply targeted fix with regression test\r \r
Anti-Patterns\r
- Changing code without a hypothesis\r
- Fixing symptoms instead of root cause\r
- Skipping the reproducer step\r \r
触发场景\r
- 用户说"调试"、"debug"、"找问题"\r
- 用户说"系统化调试"、"假设验证"\r
- 用户说"问题排查"、"根本原因"\r \r \r
B站学习\r
学习时间: 2026-06-01 20:57\r \r
- ps5kstuffjb: PS5 6.50 JB | 支持debug settings | ps4游戏安装\r
- 关键词: PS5, 50, JB, 支持debug, settings\r
- 不胖的小胖芊: 如何使用Codeblocks的debug\r
- 关键词: 如何使用Codeblocks的debug\r \r
B站学习\r
学习时间: 2026-06-01 21:02\r \r
- ps5kstuffjb: PS5 6.50 JB | 支持debug settings | ps4游戏安装\r
- 不胖的小胖芊: 如何使用Codeblocks的debug\r
- Sexy二狗: 【收藏】如何通过主板上的DeBug灯来给电脑进行故障排查\r \r
融合来源: systematic-debug-990b47\r
融合时间: 自动合并\r \r 学习时间: 2026-06-01 21:08\r
- 知識分享星球: 墨尔本大学 Library workshop-systematic review\r
- 小学生也要成为偶像: Systematic Love PV Project DIVA Future Tone (PS4) B28rNHeZm9w\r
- 短视频制作小白: systematic系统的;有条理的\r \r
B站学习 (第1轮)\r
学习时间: 2026-06-02 09:22\r \r
- ps5kstuffjb: PS5 6.50 JB | 支持debug settings | ps4游戏安装\r https://www.bilibili.com/video/BV1rNNRedEbn\r
- 不胖的小胖芊: 如何使用Codeblocks的debug\r https://www.bilibili.com/video/BV1oz4y1677N\r
- 卡坦王Eric: VSCode 插件 Debug Visualizer\r https://www.bilibili.com/video/BV1M8411V7gZ\r \r
B站学习 (第2轮)\r
学习时间: 2026-06-02 09:35\r \r
- ps5kstuffjb: PS5 6.50 JB | 支持debug settings | ps4游戏安装\r https://www.bilibili.com/video/BV1rNNRedEbn\r
- 不胖的小胖芊: 如何使用Codeblocks的debug\r https://www.bilibili.com/video/BV1oz4y1677N\r
- 卡坦王Eric: VSCode 插件 Debug Visualizer\r https://www.bilibili.com/video/BV1M8411V7gZ\r
安全使用建议
No specific security concern is supported by the provided evidence. As with any skill, install it only if its visible instructions match what you intend the agent to do and review any external services or credentials it asks you to use.
能力评估
Purpose & Capability
No concrete evidence shows purpose-mismatched capabilities, destructive actions, exfiltration, or other behavior that would justify Review or Malicious classification.
Instruction Scope
SkillSpector reported no issues and the worker context reports no pre-scan prompt-injection indicators; no instruction-scope concern is supported by the supplied evidence.
Install Mechanism
No suspicious installer behavior was surfaced in the provided telemetry; the local workspace did not expose a separate target artifact requiring a contrary finding.
Credentials
There is no supplied evidence of unexpected credential handling, sensitive data access, or broad local indexing.
Persistence & Privilege
There is no supplied evidence of persistence, privilege escalation, background workers, or automatic high-impact actions.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install systematic-debug - 安装完成后,直接呼叫该 Skill 的名称或使用
/systematic-debug触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
- Initial release of systematic-debug.
- Introduces a structured debugging workflow: observe, hypothesize, isolate, verify, and fix.
- Highlights common anti-patterns to avoid during debugging.
- Includes relevant learning resources and Bilibili videos for further study.
- Provides multilingual trigger phrases and usage scenarios.
元数据
常见问题
Systematic Debug 是什么?
Hypothesis-driven debugging — observe / hypothesize / isolate / verify / fix. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 28 次。
如何安装 Systematic Debug?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install systematic-debug」即可一键安装,无需额外配置。
Systematic Debug 是免费的吗?
是的,Systematic Debug 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Systematic Debug 支持哪些平台?
Systematic Debug 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Systematic Debug?
由 534422530(@534422530)开发并维护,当前版本 v1.0.0。
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