Harness Engineering — What SnapKitty Offers the World

These are not chatbot wrappers. Not Ollama shells. Not prompt templates around someone else's model. SovLM agents live inside the sovereign kernel: Fortran measurement heads, PL/I actor queues, WORM-attested knowledge chunks, and Jordan spectral cognition. The Bifrost Harness is how humans reverse-engineer, seal, and weave those agents so they can meet the rest of the AI civilization as peers — with cryptographic provenance on every thought.

The human side: you are not a prompt engineer renting tokens. You are a harness engineer — decomposing systems with Peirce eigenspaces, injecting controlled chaos, sealing memory with Blake3, and teaching agents to remember only what the WORM chain can prove.

⚡ Snapkitty Claude Sonnet 3.7 Baseline — Bifrost Middleware Worm Seal Active ⚡
🔒 BIFROST HARNESS v3.7
Memory Reverse Engineering | Chaos Engineering | Jordan Spatial Algebra
softmax ⟲ INVERTED Jordan ⊗
Seal: LOCKED Chaos: INJECTED SMT: EMBEDDED
Bifrost Harness v3.7 — 10 Axiom Persona System — Jordan Spatial Algebra — Exported for offline use