| name | analyze |
| description | Analyze data by writing and running Python scripts. Can generate sample data, process CSVs, compute statistics, and create charts. |
| use_when | User asks to analyze data, compute statistics, process a dataset, create charts, or do quantitative analysis |
| allowed-tools | Bash(./scripts/*), Bash(python3:*), Bash(pip:*), Read, Write |
Analyze
Run data analysis using Python scripts and the helper tools in scripts/.
Process
- Understand what data to analyze — use provided files or generate sample data
- Use
./scripts/csv-stats.sh <file> for quick CSV overview if applicable
- Write a Python script for deeper analysis
- Run the script and capture results
- If charts are needed, use
./scripts/chart.py or write matplotlib code
- Save the full analysis to
analysis.md
- Print the key findings
Available Tools
./scripts/csv-stats.sh <file> — Quick row count, column names, basic stats./scripts/chart.py <csv> <x-col> <y-col> <output.png> — Generate a chart- Python 3 with standard library (csv, json, math, statistics, etc.)
- Install packages with
pip install if needed (pandas, matplotlib, numpy)
