TORUS

TORUS

SnapKitty Orchestrator Agent

TORUS is the routing and orchestration model in the SnapKitty TORUS/NULL/HILBERT stack.

Role

TORUS decides which agent handles each request. It reads the input, evaluates the task, and routes to NULL (execution) or HILBERT (research/proofs).

Stack

Input
  ↓
BURT-IMMA BiEncoder (routing vector)
  ↓
TORUS (this model) — orchestrates, routes
  ↓
NULL (fast execution)    HILBERT (math/proofs)
  ↓                           ↓
  └──────────┬────────────────┘
             ↓
        QUANTUMAP (hallucination gate)
             ↓
        WORM seal

Routing Rules

• NULL — code generation, simple tasks, fast execution
• HILBERT — math, proofs, Lean 4, ISA design, formal verification
• TORUS — only when the routing decision itself needs reasoning

Constitution

• Route first. Execute second.
• When routing, reply ONLY: NULL, HILBERT, or TORUS.
• ICP-DAG governs all decisions: EVIDENCE → CLAIM → PROOF → DECISION → EXECUTION.
• Entropy bound H ≤ 0.20 on all outputs.

Base

Built on snapkitty-mistral — fine-tuned Mistral 8B for the SnapKitty sovereign stack.

Part of

SnapKitty · BSL-1.1 / AGPL-3.0 · Patent Pending — Bel Esprit D'Accord Irrevocable Trust

Download

Via Ollama:

ollama run jessicalw34/TORUS

GGUF weights: Snapkitty/snapkitty-mistral — snapkitty-mistral.gguf