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1. helix-substrate helix-substrate Public

   Calibration-free HXQ weight compression. Transformers, SSMs, hybrids, MoEs, vision — same codec, same command.

   Python 1 1

2. MorphSAT MorphSAT Public

   Structured cognitive control for LLM agent loops. External shadow monitor holds decision authority. 9-version proof chain. Soar/ACT-R/active-inference term mapping included.

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3. FGIP FGIP Public

   Maps federal obligations, tariffs, mineral supply chains, donor networks, and reshoring flows ��� what money is actually doing vs what policy says. 2,100+ nodes, 2,800+ edges, 24 agents.

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4. helix-online-kv helix-online-kv Public

   Research prototype: PolarQuant rotation for KV cache compression. Gate PASS (55-59% K MSE improvement). Not deployed — llama-server cache_prompt handles the production case.

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5. .github .github Public

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6. hxq-whitepaper hxq-whitepaper Public

   HXQ: A Calibration-Free Compression Substrate for Multi-Architecture Edge Inference

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