glm-5.1
7d8a39a88a
Research-driven resolution of OQ-01, OQ-02, OQ-05, OQ-06: - OQ-01: Remove ONNX Runtime from scope entirely — doesn't support activation extraction natively (optimum #972 closed as not planned), bloated model exports; burn/cublas via safetensors is a better future path - OQ-02: Codebook compresses ~65% (1,245 → 500-600 lines); add Package Structure and Extraction from PoC sections to codebook.md based on PoC analysis of metaspline firewall_codebook.py - OQ-05: Standalone API + thin adapter pattern (ADR-011); Phase 1 ships Firewall.screen() only, Phase 2 adds <100-line adapter packages for LlamaFirewall, OpenAI Agents SDK, NeMo Guardrails - OQ-06: TOML for file-based config — standard modern Python, two-way door Also: research OQ-03 rolling windows from taskgraph-semantic reference code, remove onnxruntime/optimum from dependencies, move streaming screening to Phase 2, add burn/cublas as Phase 3 alternative backend.