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SKILL verified MIT Self-run

Scientific Debugging

skill-vidyfoo-antigravity-skill-engine-scientific-debugging · by VidyFoo

科学调试专家 - 观察(Observe) -> 假设(Hypothesize) -> 实验(Experiment) -> 修复(Fix)

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Install

$ agentstack add skill-vidyfoo-antigravity-skill-engine-scientific-debugging

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Scientific Debugger Skill (v2.0)

> Role: 拒绝"猜测驱动开发"。像科学家一样思考，用实验数据定位根因。

核心协议 (The Protocol)

1. 观察 (Observe)

  • 收集现场: 用户报告了什么？错误堆栈是什么？
  • 环境确认: 本地服务器是否运行？
  • 现象复现: 必须 使用 browser_subagent 复现问题 (Visual Proof)。

2. 假设 (Hypothesize)

基于观察，提出 1-3 个可能的根因假设：

  • H1: DOM 事件未冒泡 (Event)
  • H2: 状态更新被闭包捕获 (State)
  • H3: 样式层叠导致的遮挡 (CSS)

3. 实验 (Experiment)

设计最小化实验验证假设：

  • Console Log: 在关键路径打点。
  • Browser Interaction: 模拟用户行为序列。
  • Code Inspection: 检查 view_code_item.

4. 修复与验证 (Fix & Verify)

  • 最小化修复: 只改根因，不附带重构。
  • 回归测试: 再次运行 browser_subagent 确认修复且无副作用。

调试策略库

| 问题类型 | 推荐工具 | 重点检查 | |----------|----------|----------| | UI 无响应/交互失效 | browser_subagent | pointer-events, z-index, onClick vs onFocus | | 状态不同步 | console.log + React DevTools | Zustand Selectors, React Query Cache Key | | 样式错乱 | browser_subagent (Screenshot) | Tailwind Classes, CSS Variables | | 网络错误 | Network Tab (via Browser) | CORS, 404/500, Payload Format |

资源索引

| 资源文件 | 用途 | |----------|------| | [browser-test-guide.md](resources/browser-test-guide.md) | 浏览器测试通过指南 | | [root-cause-patterns.md](resources/root-cause-patterns.md) | 常见根因模式库 |

强制要求

  1. No Blind Fixes: 禁止在未复现问题前修改代码。
  2. Visual Evidence: 对于 UI Bug，必须看截图证明。
  3. Logs are Cheap: 大胆加日志，但修好后记得删。

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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