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1. memory-layer-substrate memory-layer-substrate Public

   memory substrate

   Python

2. failure-induced-benchmarks failure-induced-benchmarks Public

   This repo studies whether benchmarks can be generated from model failure geometry.

   Python

3. earth-database earth-database Public

   A local embedded memory system with SQLite/WAL, FTS5 retrieval, JSONL observability, explicit provenance, scheduler jobs, and now a trust-aware ingestion layer.

   Python

4. obversary-eval-harness obversary-eval-harness Public

   Lightweight Python evaluation harness for testing systems against reproducible benchmark tasks.

   Python

5. obversarystudios/TSPbenchmark obversarystudios/TSPbenchmark Public

   AHA submission | TSP measures whether an assistant helps the user continue the real work, not merely answer the visible question.