Executive Summary

This white paper presents the Snoddy Method, a multi-model orchestration framework that addresses a practical deployment gap: large language models can reason at high levels but often lack continuity across session resets, creating rework, drift risk, and governance fragility in long-running projects. Rather than modifying model weights, the method externalizes institutional memory into an auditable record and uses structured re-entry prompts to re-trigger depth-first audit behavior when needed.

The core mechanism is the 50 First Dates Protocol, which pairs a Persistent Observer that maintains the institutional record with a reset-prone specialist invoked for targeted structural audits. To prevent compute waste and decision blur, the paper introduces Downstream Impact Analysis (DIA), a triage heuristic that separates load-bearing joints from decorative variables and routes only high-collapse-risk questions to the specialist. Outputs are expressed as a Pareto front of trade-offs, allowing the human operator to select calibrated positions on safety versus autonomy based on field constraints.

We validate the protocol through a two-day experiment and follow-on degraded-stimulus trials. The results show recognition without episodic recall: a reset specialist can re-engage a high-rigor audit posture when presented with prior-session artifacts as evidence. Degradation tests establish a boundary condition for industrial use: minimum viable stimulus is not purely semantic, it is framing dependent. Persona and authority escalation language can trigger safety-layer refusal, while a bounded engineering audit contract can elicit rigorous failure-mode analysis on the same joints.

Finally, the paper defines governance constraints for offline deployments such as Project Rigel, including the Minimal Resurrection Principle and a recommended duress-mode safeguard. These constraints privilege integrity over capability when operator capacity is degraded, and they translate trustworthiness from an abstract aim into an enforceable control surface suitable for air-gapped, high-stakes environments.