analyze-equations

Extract equations from PDFs by parsing LaTeX notation and mathematical symbols using pdftotext and grep to identify equation patterns. The skill identifies and isolates mathematical expressions, breaking them into components like variables, operators, and data types for direct mapping to code.

Convert equations to code by parsing LaTeX components, identifying variables and their data types, then mapping primitive operations to implementation logic. The skill extracts equations from research papers and produces structured breakdowns that translate directly to Mojo or Python operations.

Implement algorithms by extracting all relevant mathematical equations from papers, parsing their components, and mapping formulas to computational operations. This approach ensures performance-critical computations are correctly identified and optimized, with source references preserved throughout.

Yes. By breaking down complex equations into primitive operations and determining data types, you can identify SIMD optimization strategies and performance-critical computations within algorithmic implementations.

Equation extraction works with PDF research papers containing LaTeX or standard mathematical notation. The skill uses pdftotext to parse PDFs and grep to locate equation patterns within extracted text.