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1. Echo Echo Public

   Echo is a deterministic, human-gated decision-support engine that normalizes data, evaluates risk across multiple reasoning paths, tracks temporal drift, and produces auditable, explainable proposa…

   Python

2. MonarchV11 MonarchV11 Public

   Monarch V11 — deterministic, graph-driven autonomy safety kernel with human-gated actuation. Provides bounded episodic memory, risk explainability, anomaly scoring, FSM policy, multi-asset orchestr…

   Python

3. OmegaV4 OmegaV4 Public

   OmegaV4 is a deterministic autonomous-oversight kernel that never actuates. It fuses contextual risk, epistemic uncertainty, invariant proofs, human-gate regulation, policy shadowing, and tamper-ev…

   Python

4. Recursive-Predictive-Logic-Engine-V2 Recursive-Predictive-Logic-Engine-V2 Public

   A deterministic Bayesian evidence engine that ingests structured events, computes novelty, updates per-domain reliability via online Beta inference, and produces transparent accuracy and confidence…

   Python

5. Fusion-Ops-Console-V6.0 Fusion-Ops-Console-V6.0 Public

   Deterministic, event-sourced autonomy console with full replay, explainable trust, schema-validated ingestion, lag-aware correlation, and enforced human-in-the-loop governance. Designed for auditab…

   Python

6. OmegaV5 OmegaV5 Public

   OmegaV5+ is a deterministic, replayable autonomous oversight kernel that never actuates. It fuses risk, epistemic uncertainty, invariant proofs, runtime verification, human gates, advisory “brains,…

   Python