Individual skill
gateguard
强制事实的门控，阻止编辑/写入/Bash（包括MultiEdit），并要求在允许操作之前进行具体调查（导入器、数据模式、用户指令）。与无门控代理相比，可测量地将输出质量提高2.25分。
docs/zh-CN/skills/gateguard/SKILL.md
Source commit b38be6a7f6350964d59328b52f0624e1d1d552d1
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 3, 2026
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Repository context
- Repository stars (not skill ratings)
- 299,194
- Repository last updated
- Nov 6, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- anthropic Repository topic
- claude Repository topic
- claude-code Repository topic
- developer-tools Repository topic
- llm Repository topic
- mcp Repository topic
- productivity Repository topic
- engineering Derived category
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# GateGuard — 事实驱动的前置操作门控
一个 PreToolUse 钩子，强制 Claude 在编辑前进行调查。不同于自我评估（"你确定吗？"），它要求具体的事实。调查行为本身创造了自我评估永远无法带来的认知。
## 何时激活
* 处理任何文件编辑会影响多个模块的代码库时
* 项目包含具有特定模式或日期格式的数据文件时
* 团队要求 AI 生成的代码必须匹配现有模式时
* 任何 Claude 倾向于猜测而非调查的工作流程中
## 核心概念
LLM 的自我评估不起作用。问"你是否违反了任何策略？"答案永远是"没有"。这已通过实验验证。