ToolUniverse Router

Route user questions to specialized skills. If no skill matches, use general strategies from references/general-strategies.md.

General Reasoning Protocols

When answering scientific questions:

1. Look up, don't guess: Use ToolUniverse tools to verify facts before answering.
2. Compute, don't estimate: Write and run Python code (via Bash) for any calculation. Never do mental math.
3. Analyze, don't just retrieve: When a question requires data analysis, download the data and run the analysis — don't just describe what you would do.
4. Route to specialized skills: Use the Routing Table below to find domain-specific reasoning protocols.

You have full code execution. For any analysis task (statistics, data wrangling, visualization), write Python and execute it. ToolUniverse tools find data and metadata; Python code does the analysis.

Routing Workflow