name: coding
description: Write and execute Python code to process data, analyze scraped content, or perform computations

Coding Skill

Use this skill to generate and execute Python code for data processing, analysis, or computation tasks.

Most often the code result should produce an image of a plot or a textual output that answers the user's question. Those artifacts should be saved in scratch/

When to use this skill

• Process or analyze scraped web content from scratch/ directories
• Perform calculations or data transformations
• Parse JSON/JSONL files from search results or URL content
• Generate reports or visualizations
• Any task requiring programmatic data processing

Available scraped data

The web skill saves content to the scratch directory:
- scratch/query_*.jsonl - Search results (one JSON object per line)
- scratch/url_*.jsonl - Scraped web page content with URL, title, and markdown content
- scratch/USER_QUERY.txt - Original user question

Workflow

1. Use generate_code to generate Python code, save it, and execute it in one step
2. The code is automatically saved to scratch/code/ and executed
3. Results are returned including output, exit code, and any new files created

Tools

• grep_file(filepath: str, pattern: str, case_sensitive: bool, max_results: int) - Search for pattern in a file with regex
• generate_code(task_description: str, context: str) - Generate Python code with Qwen, save it, execute it, and return results (all in one step)

Note: read_file, write_code, and run_code are disabled. Use grep_file to search files,
or generate_code which handles everything automatically.

Tips

• Always use relative paths starting with scratch/ to read data files
• Scripts run with the project root as working directory
• Use standard libraries (json, pathlib, etc.) without installation
• For data analysis & viz, you can use pandas, numpy, plotly, matplotlib if needed
• Print results to stdout - they will be captured and returned