audit work, fixed StellaOps.sln warnings/errors, fixed tests, sprints work, new advisories

src/BinaryIndex/__Libraries/StellaOps.BinaryIndex.ML/AGENTS.md

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+# BinaryIndex.ML Module Charter
+
+## Mission
+- Provide deterministic embedding and similarity services for binary analysis.
+
+## Responsibilities
+- Tokenize binary code for ML inference.
+- Run ONNX inference deterministically and expose embedding APIs.
+- Maintain embedding indexes and similarity queries.
+- Support offline model loading and versioning.
+
+## Required Reading
+- docs/README.md
+- docs/07_HIGH_LEVEL_ARCHITECTURE.md
+- docs/modules/platform/architecture-overview.md
+- docs/modules/binary-index/architecture.md
+- docs/modules/binary-index/ml-model-training.md
+
+## Working Agreement
+- Deterministic inference: fixed model versions and stable preprocessing.
+- Use InvariantCulture for parsing and formatting.
+- Propagate CancellationToken.
+- No network calls during inference.
+
+## Testing Strategy
+- Unit tests for tokenizer and embedding determinism.
+- Integration tests for ONNX inference with fixed fixtures.