Popular repositories Loading

1. decision-event-schema decision-event-schema Public

   JSON Schema for decision events as governance evidence units in automated decision and real-time risk systems. MIT.

   Python 1 1

2. decision-trace-reconstructor decision-trace-reconstructor Public

   Post-hoc trace reconstruction for AI agents: turns raw runtime traces into per-property reconstructability reports naming evidenced, missing, and opaque decision facts.

   Python 1

3. evidence-sufficiency-calc evidence-sufficiency-calc Public

   Python library for evidence sufficiency scoring in governance assessments under delayed ground truth, drift, and decision-readiness constraints.

   Python

4. governance-drift-toolkit governance-drift-toolkit Public

   Python toolkit for label-free monitoring of governance evidence degradation in delayed-label risk decision systems using proxy drift monitors and response chains.

   Python

5. evidence-collector-sdk evidence-collector-sdk Public

   Python SDK for collecting raw system signals into Decision Event Schema evidence units with provenance, attribution, temporal metadata, and validation.

   Python

6. governance-benchmark-dataset governance-benchmark-dataset Public

   Benchmark dataset and evaluation harness for comparing governance evidence feasibility across rule-based, hybrid ML, streaming, and agentic AI decision systems.

   Python