Skill 审计报告
clean-data 审计报告.
Interactive data profiling and cleaning assistant for medical research. Three-stage workflow (profile, flag, code-generate) with user approval gates at each step. Handles missing values, outliers, duplicates, and type mismatches in CSV/Excel clinical data. Does NOT auto-clean — all decisions require researcher confirmation.
OpenAgentSkill 信任评分
OpenAgentSkill 信任评分
Trust Score 帮助 Agent 在安装前判断一个 Skill 是否足以进入候选清单。
GitHub 采用度
信息62
291 个 GitHub Stars
Star/Fork 活跃度
信息62
291 个 Star，71 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过88
距上次推送 1 个月
许可证清晰度
通过86
MIT
README/SKILL.md 完整度
信息76
公开元数据需要更完整的 README/SKILL.md 上下文
依赖与运行时风险
信息64
command execution surface, network or browser surface
安装可用性
通过92
npx skills add Aperivue/medsci-skills --skill clean-data
安装命令安全性
通过92
标准软件包或运行时安装路径
权限范围
警告48
shell or command execution, filesystem or document access
仓库证据
通过86
https://github.com/Aperivue/medsci-skills/tree/main/skills/clean-data
审查状态
信息66
可用 AI 审查数据
Agent 验证结果
信息54
暂未有 Agent 结果数据
检查项
安装与采用审查
安装路径
92
npx skills add Aperivue/medsci-skills --skill clean-data
仓库
88
https://github.com/Aperivue/medsci-skills/tree/main/skills/clean-data
许可证
86
MIT
维护
88
距上次推送 1 个月
AI 审查
55
The SKILL.md references a `/deidentify` skill that may not be available in the same repository; ensure it is present or provide a fallback for PHI handling.
README/SKILL.md 完整度
84
Usable description available
依赖风险
64
command execution surface, network or browser surface
安装命令安全性
92
标准软件包或运行时安装路径
权限范围
48
shell or command execution, filesystem or document access
Star/Fork 活跃度
62
291 个 Star，71 个 Fork; 当前元数据中没有议题活跃度信息
采用度
68
291 个 GitHub Stars
警告
- Permission surface may require sandboxing
- The SKILL.md references a `/deidentify` skill that may not be available in the same repository; ensure it is present or provide a fallback for PHI handling.
- The SKILL.md description mentions 'Categorical-implied zeros' but the excerpt is truncated; verify the full description is included in the final SKILL.md.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- Permission surface: shell or command execution, filesystem or document access
方法
本报告综合公开元数据、AI 审查输出、仓库活跃度、安装就绪度、OpenAgentSkill 事件、质量评分、信任检查和 Agent 安全门槛；它不是完整的源代码安全审计。
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