ScienceCLAW Reasoning

Perform multi-step scientific reasoning, proof construction, causal inference, and logical argumentation across all scientific disciplines.

When to Use

Use this skill when the user:

• Needs to derive conclusions from a set of premises or observations
• Asks for a mathematical proof or formal derivation
• Requires causal analysis (identifying causes, effects, confounders)
• Wants to evaluate competing hypotheses against available evidence
• Needs counterfactual reasoning ("what would happen if X were different?")
• Asks for logical argumentation supporting or refuting a scientific claim
• Requires chain-of-thought reasoning through a multi-step scientific problem
• Needs to assess the validity of a scientific argument or experimental design

When NOT to Use