A modular prompt architecture for LLM behavior control. YAML-based framework for persona consistency, memory management, and attention guidance across extended AI conversations.

U-Type-001 command structure with role-marking system. Viewable, but use restricted.

Structural Reliability Evaluation Report and Supporting Artefacts

U-Type-001 command structure with role-marking system. Viewable, but use restricted.

Framework for evaluating and steering generative image systems using geometry-first metrics, structural stress testing, and constraint-based analysis. Designed to expose compositional collapse, spatial priors, and model failure modes without accessing training data or model internals.

🧬 Build consistent AI personalities with the Kotodama Framework, ensuring engaging, reliable interactions throughout your conversations.