Implement full probabilistic signal processing pipeline gated behind probabilistic_scoring_enabled feature flag in risk_configs: - Bayesian log-likelihood accumulator with Beta posterior and entropy - Regime detector (trend-following, panic, mean-reversion, uncertainty) - Source accuracy tracker with per-source historical prediction accuracy - Sigmoid confidence gate replacing binary gate - Information gain surprise weighting for rare events - Adaptive recency decay with event-specific half-lives - Regime multiplier replacing market context multiplier - Weighted disagreement entropy for contradiction detection - Multiplicative macro exposure with conditional integration - Graph-distance attenuated competitive signal propagation - Exponentially weighted momentum with volatility scaling - Expected value recommendation gate All changes backward-compatible: flag=false preserves exact current behavior. New outputs stored in existing JSONB columns (no schema changes except source_accuracy table via migration 034). Tests: 26 property-based tests (14 correctness properties), 99 unit tests, 1789 total tests passing with zero regressions.
1 line
111 B
Plaintext
1 line
111 B
Plaintext
{"specId": "b595d834-7e72-4fab-87a9-65c92115a069", "workflowType": "requirements-first", "specType": "feature"} |