Menu
The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/Zafer-Liu/Data-Analysis-Agent --skill screeningThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
Based on SOC occupation classification
Showing SKILL.md
| name | screening |
| description | 进行单变量筛选并形成候选解释变量清单（feature selection 特征筛选） |
| icon | 🔎 |
| allowedTools | ["get_schema","query_data","run_analysis","generate_chart"] |
确认目标变量与候选字段，对每个候选变量执行适当的单变量检验或回归。报告效应方向、效应量、显著性、缺失率和样本量；多重比较时提示假阳性风险，不直接宣称因果。
get_schema to identify the target variable, candidate predictors, and source table.query_data to verify field names, missingness, and candidate variable types.run_analysis with analysis_name="Univariate_Screening" for the screening computation.generate_chart on screening rankings or effect result tables after run_analysis succeeds.agent/tools/business/data.py::_tool_run_analysisFunction/Analyze/registry.pyFunction/Analyze/Univariate_Screening/analyze.pyFunction/Charts_generation/chart_generate.py