inference-quantization v0.1.0

Quantize a model and prove it — or get an explicit failure.

• 146/146 tests; CI added in this release
• Accuracy gate on a leakage-free split plus a measurement-validity gate (uniform output, no discriminating power, unhealthy weights, never scored)
• Zero runtime dependencies; bounded degrade chain; hash-chained audit