Claude Code's Agentic Capabilities

You've just joined a climate research team. Your colleagues use Claude Code to help with their Python analysis scripts, and you want to understand what it actually does before relying on it. Is it just a smarter search? A chatbot that reads code? Or something different?

The team's project is already in your working directory at /home/repl/climate-analysis/:

climate-analysis/
├── analyze.py      # Core analysis: temperature trends, anomaly detection, monthly averages
├── load_data.py    # Reads station metadata and daily measurements from CSV files
├── report.py       # Generates a printed summary report for all stations
└── data/
    ├── stations.csv      # Weather station names, locations, and elevations
    └── measurements.csv  # Daily temperature and precipitation readings per station