Factorguide

Connects to FactorGuide's decision intelligence API for analyzing coupling structures in systems with interacting variables. Exposes tools for sending covariance or correlation matrices and receiving zone classifications that tell you which variable pairs can be safely factorized and which couplings must be preserved. Returns concrete recommendations with IC scores, mutual information costs, and risk predictions calibrated on validated datasets. Useful when an agent needs to simplify a complex system without losing critical dependencies, like deciding which variables to treat as independent in a model or spotting load-bearing correlations before refactoring. Accepts only summary statistics, never raw data. Pricing starts at 15 free queries, then pay per query with USDC on Base.