A model-agnostic layered cognitive framework for LLMs. Improves coherence, emotional clarity, structural reasoning, and creative depth across GPT, Claude, Gemini, Grok, Mistral, and others—while reducing token waste and internal contradiction.
nlp ai deep-learning prompt gemini gpt language-model mistral ai-agents cognitive-architecture claude llm prompt-engineering prompt-framework gemini-ai system-prompt structured-prompting sanctis sanctis-framework
-
Updated
Jan 7, 2026