exploring-datalisted

# Exploring Data ## Workflow ### 1. Check if installed (instant) ```bash bash /mnt/skills/user/exploring-data/scripts/check_install.sh ``` Returns: `installed` or `not_installed` ### 2. Install if needed (one-time, ~19s) ```bash if [ "$(bash check_install.sh)" = "not_installed" ]; then bash /mnt/skills/user/exploring-data/scripts/install_ydata.sh fi ``` ### 3. Run analysis (always generates JSON + HTML by default) ```bash bash /mnt/skills/user/exploring-data/scripts/analyze.sh <filepath> [minimal|full] [html|json] ``` **Defaults:** minimal + html (also generates JSON) **Output:** - `eda_report.html` - Interactive report for user - `eda_report.json` - Machine-readable for Claude analysis ### 4. If Claude needs to analyze (user asks "what do you think?" etc.) ```bash python /mnt/skills/user/exploring-data/scripts/summarize_insights.py /mnt/user-data/outputs/eda_report.json ``` **Reads:** `eda_report.json` (comprehensive ydata output) **Writes:** `eda_insights_summary.md` (condensed for Claude) **Outputs to stdout:** Formatted markdown summary Claude should read the stdout markdown summary, NOT the full JSON report. ## Invocation Examples ```bash # Standard workflow (user views HTML) bash analyze.sh /mnt/user-data/uploads/data.csv # Produces: eda_report.html + eda_report.json # Link user to: computer:///mnt/user-data/outputs/eda_report.html # User asks Claude to analyze bash analyze.sh /mnt/user-data/uploads/data.csv python summarize_insights.py /mnt/user-dat