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1. echo-os-public echo-os-public Public

   Open interfaces for Echo OS: judgment loop API, memory fusion, and proof capsule examples.

2. judgment-boundary judgment-boundary Public

   Python

3. stop-first-rag stop-first-rag Public

   Judgment-first RAG: Optimize the cost of being wrong, not answer rate. STOP is a first-class outcome.

   Python

4. spec spec Public

   Minimal structured log schema for AI decision accountability — OpenTelemetry aligned, zero runtime impact.

   7

5. ajt-negative-proof-sim ajt-negative-proof-sim Public

   Demonstrating audit-grade negative proof using minimal judgment traces (AJT)

   Python

6. ajt-grounded-extract ajt-grounded-extract Public

   Extract structured data only when it can be proven; otherwise stop—and prove that you stopped.

   Python