q-exploratory-analysis
Q-Exploratory-Analysis
Universal exploratory data analysis (EDA) for tabular datasets. Previews the dataset, interviews the user to confirm column measurement levels, and applies statistically appropriate analysis for each variable type, producing a structured TABLE/ folder and a holistic EXPLORATORY_SUMMARY.md with flagged insights.
IMPORTANT: This skill requires Bash execution. The pre-built
scripts/run_eda.pymust be copied from${SKILL_DIR}/scripts/— do NOT write a new script or inline Python. Run it (Phases 0-6) for CSVs and the Excel report, then writeEXPLORATORY_SUMMARY.mdyourself (Post-Script step) by reading the CSVs, consulting${SKILL_DIR}/references/summary_template.md, and using the Write tool directly.If in plan mode: write a brief plan — "Run q-exploratory-analysis skill: interview user for context and column types, deploy and execute run_eda.py, write EXPLORATORY_SUMMARY.md from generated CSVs." — then call ExitPlanMode immediately. Do NOT attempt Stages A/B, script deployment, or any analysis while plan mode is active.
0. Dependencies
pandas
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