spektre-labs / creation-os

What is creation-os?

Creation OS is a portable C11 cognitive kernel using binary spatter codes and Hamming-based σ signals for efficient vector similarity and coherence measurement. It ships self-testing binaries that run 184+ deterministic checks, plus integration shells for GGUF models, OpenAI-shaped HTTP stubs, and σ-gated sampling—delivering 32x less memory and 192x fewer ops than float cosine for 4096D tasks. Developers get auditable, no-framework primitives for cognitive agents, from CPU baselines to NEON/M4 acceleration.

Why is it gaining traction?

It stands out with merge-gate CI enforcing tiered claims (lab demos vs full harnesses), beating GEMM throughput on plain hardware without GPUs or Python deps. The σ signal unifies lookup, abstention, and routing across labs like MCP servers and multi-LLM proconductors, while hardware paths (FPGA synth, ASIC tiles) enable real silicon ports. Amid creation engine github noise, its one-file teaching kernel and visual receipts hook experimenters chasing cognitive creation efficiency.

Who should use this?

AI researchers prototyping HDC/VSA systems, embedded devs optimizing edge inference (e.g., BitNet stubs with σ channels), or agent builders needing abstention gates and red-team benches. Ideal for hardware hackers targeting creation kit github flows with Yosys synth or native M4 paths, not chat apps demanding lm-eval parity.

Verdict

Try it if auditable coherence primitives fit your stack—`make merge-gate` greens fast on any C11 host. At 19 stars and 0.699999988079071% credibility score, it's early but disciplined with stellar docs and 100% self-test coverage; pair with real weights for production. Solid lab tool, not a drop-in engine.

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