📦 Clinical Data Cleaner — 临床数据清洗
v0.1.1专为临床试验数据清洗设计，一键完成 SDTM 标准化、缺失值处理、异常值检测与 FDA/EMA 提交格式校验，支持多源数据合并与审计追踪，确保数据质量合规可溯源。
0· 364·1 当前·1 累计
by 下载技能包
最后更新
2026/3/13
安全扫描
OpenClaw
安全
high confidenceNULL
评估建议
This skill appears internally consistent and implements the documented SDTM cleaning functionality. Before installing or running it: 1) Review scripts/main.py locally to confirm there are no hidden network calls or unexpected behavior (the code provided looks local-file oriented). 2) Run it only in a secure environment when processing regulated patient data (PHI); ensure raw data backups and do not overwrite originals. 3) Install dependencies in an isolated environment (virtualenv/container) per...详细分析 ▾
✓ 用途与能力
Name/description (SDTM cleaning, outlier detection, imputation) match the provided code, JSON reference files, and CLI. Required dependencies (numpy, pandas, scipy) are appropriate for data processing. No unrelated credentials, binaries, or config paths are requested.
✓ 指令范围
SKILL.md directs the agent to load local files, run cleaning functions, and write output and audit trail files—actions consistent with a data-cleaning tool. The instructions do not ask the agent to read environment variables, network endpoints, or unrelated system paths. The skill will read arbitrary input files supplied by the user (expected behavior for this tool).
✓ 安装机制
There is no install spec (instruction-only skill plus included script). Dependencies are declared in requirements.txt and scripts/requirements.txt (numpy, pandas, scipy), which is proportionate for numeric/data tasks. No downloads from arbitrary URLs or archive extraction are present.
✓ 凭证需求
The skill does not declare or require environment variables, credentials, or remote tokens. It can optionally load a local JSON config file (config_path) — reading a local config file is reasonable but means the skill can access arbitrary files the user points it to.
✓ 持久化与权限
always is false and the skill does not request persistent platform privileges. It writes output and audit trail files as expected for a cleaner and does not modify other skills or system-wide settings.
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
latestv0.1.12026/3/13
NULL
● 无害
安装命令
点击复制官方npx clawhub@latest install clinical-data-cleaner
镜像加速npx clawhub@latest install clinical-data-cleaner --registry https://cn.longxiaskill.com