📦 Clinical Data Cleaner — 临床数据清洗
v1.0.0专为临床试验数据清洗设计，支持SDTM标准化、缺失值处理与FDA/EMA提交流程，一键生成合规数据集。
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最后更新
2026/4/2
安全扫描
OpenClaw
安全
high confidenceNULL
评估建议
This package appears internally consistent, but you should: (1) review scripts/main.py (and the remainder of the truncated code) before running to confirm it only writes local outputs and audit logs; (2) run it first on synthetic or de‑identified sample data to verify CLI semantics (the README example and script usage differ for --input); (3) install dependencies in an isolated environment (virtualenv/container); (4) confirm the script will not overwrite raw source files and that audit logs are ...详细分析 ▾
✓ 用途与能力
Name/description, SKILL.md, references, requirements.txt, and scripts/main.py all consistently implement SDTM-focused cleaning, missing‑value handling, outlier detection, and audit logging. Declared dependencies (numpy, pandas, scipy) are proportionate to the task.
ℹ 指令范围
Runtime instructions focus on validating inputs, running the packaged Python script, and producing auditable outputs. Minor documentation inconsistency: an example Audit-Ready command passes a free-text --input string while the script usage expects a file path; confirm expected CLI interface before running. No instructions direct reading unrelated system files or exfiltrating data.
✓ 安装机制
No install spec included (instruction-only skill with packaged Python script). Dependencies are declared in requirements.txt and are standard data science packages. There are no downloads from external URLs or extract steps in the package.
✓ 凭证需求
No environment variables, credentials, or config paths are required. The script optionally loads a user-provided JSON config file (local path) which is reasonable for customization and documented in SKILL.md.
✓ 持久化与权限
Skill is not always-enabled and uses the normal autonomous-invocation default. It does not request elevated system presence or modify other skills' configs. Any file writes are expected outputs/audit logs for cleaning.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.02026/4/2
NULL
● Pending
安装命令
点击复制官方npx clawhub@latest install clinical-data-cleaner-1
镜像加速npx clawhub@latest install clinical-data-cleaner-1 --registry https://cn.longxiaskill.com