Scientific Symbolic Mathematics

Symbolic mathematics

Symbolic mathematics skill. SymPy-based symbolic computation, equation solving, calculus, linear algebra, and mathematical proof assistance.

Use This Skill When

• SymPy-based symbolic computation.
• Equation solving.
• Calculus.
• Linear algebra.
• Mathematical proof assistance.

Required Inputs

• Research objective, decision target, or hypothesis.
• Available data, source constraints, and domain assumptions.
• Required outputs, success metrics, and deadline or reproducibility constraints.

Workflow

1. Confirm scope, assumptions, and the exact artifact set to save.
2. Apply the narrowest domain method that answers the request with defensible evidence.
3. Save code, tables, figures, and intermediate outputs to files instead of chat-only output.