factorguide

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

• factorguide_navigate

  Map the factorization terrain of your model. Send coupling structure (precision matrix preferred for n>2; covariance matrix recommended if sign or CC information is needed) and receive a block-diagona

• factorguide_diagnose

  Quick single-pair diagnostic. IC with risk prediction for both model classes. Include variances for sign detectability. Requires X-Wallet header with your EVM wallet address (0x...). First 5 queries a

• factorguide_submit_payment

  Submit payment proof after sending stablecoins to a FactorGuide wallet address. For x402: provide tx_hash and chain. For MPP: use in-band Authorization header instead — no separate submission needed.

• factorguide_report_outcome

  Complete the prediction loop — report inference diagnostics so future predictions improve. After running the approach FactorGuide recommended, return your ESS ratio, PSIS-khat, or log-likelihood gap.

• factorguide_explain

  Plain-language explanation of a previous navigate response, including wave mechanics grounding for observational cost guidance. Requires a prediction_hash from a prior factorguide_navigate call. Consu

• factorguide_regime_detect

  Detect coupling regime changes in time series via windowed IC. Specification pending — v1.1 target.

• factorguide_synergy_detect

  Detect hidden synergistic structure via Walsh-Hadamard spectral analysis. Accepts pre-computed Walsh coefficients — agent performs the transform locally and sends only the spectral summary. Specificat