What are the technical requirements?

This skill requires Python and the SymPy library installed on the system where Claude Code is running.

Can this skill output math in a format for documentation?

Yes, the skill includes a LaTeX utility that converts mathematical expressions into standard LaTeX code for use in papers and README files.

How does this differ from Claude's built-in math capabilities?

While Claude estimates results using probabilistic logic, this skill uses the SymPy engine to perform deterministic symbolic math, ensuring 100% accuracy for complex equations.

Does it support complex linear algebra?

Absolutely. It can handle matrix inversion, determinants, eigenvalues, and Reduced Row Echelon Form (RREF) calculations.

Deterministic Math Tools

Name: Deterministic Math Tools
Author: tianzecn

bytianzecn

Data Science & ML

Performs exact symbolic mathematical computations using SymPy to ensure accuracy without LLM estimation errors.

About

The Math Tools skill provides Claude with a robust, deterministic engine for solving complex mathematical problems using symbolic computation. Unlike standard language models that may estimate numerical values or hallucinate calculations, this skill leverages the SymPy library to perform exact arithmetic, simplify algebraic expressions, solve systems of equations, and execute advanced calculus or linear algebra operations. It is an essential capability for developers, engineers, and data scientists who require verified, precise results for everything from basic factoring to complex Taylor series and matrix decompositions.

Key Features

Comprehensive linear algebra for matrix operations, eigenvalues, and RREF
Deterministic statistical calculations with support for exact fraction results
0 GitHub stars
Exact symbolic computation for arithmetic, algebra, and number theory
Advanced calculus including derivatives, definite/indefinite integrals, and limits
Utility tools for LaTeX output generation and expression comparison

Use Cases

Automating deterministic matrix transformations and linear systems solving
Performing precise calculus and limit evaluations for engineering or scientific tasks
Verifying complex algebraic simplifications and equation solving in codebases

About

Key Features

Comprehensive linear algebra for matrix operations, eigenvalues, and RREF
Deterministic statistical calculations with support for exact fraction results
0 GitHub stars
Exact symbolic computation for arithmetic, algebra, and number theory
Advanced calculus including derivatives, definite/indefinite integrals, and limits
Utility tools for LaTeX output generation and expression comparison

Use Cases

Automating deterministic matrix transformations and linear systems solving
Performing precise calculus and limit evaluations for engineering or scientific tasks
Verifying complex algebraic simplifications and equation solving in codebases