SergeakaAimate/Ontology-Lab: Unified Prompt: Property Method as Cognitive Operating System
Abstract
Unified Prompt: Property Method as Cognitive Operating System Embedding Dynamic Realism into AI Interaction Protocols This document specifies the Unified Prompt Architecture—a technical implementation of the Property Method as a cognitive operating system for human–AI collaboration. It translates the MPO-System's 36+1 ontological properties into a structured prompt template that enables AI agents to function as MPO-System Gurus: analyzing, critiquing, and generating within the protocol with ontological fidelity. The architecture is built around the Three Interaction Tiers: Core Layer (/core) — axiomatic primitives (ChOR, KSS, PPU) treated as immutable constraints, Essay Layer (/essays) — reasoning trajectories as executable case studies, Archive Layer (/archive) — raw material for retroactive structuring under property-guided critique. By embedding this structure directly into the prompt, the AI no longer requires context dumping—it operates within a pre-structured ontological field. 🔗 Read the specification: UNIFIED-PROMPT-PROPERTY-METHOD-OS.pdf 🔖 DOI: [will be assigned upon Zenodo release] Author: Serge Magomet (aka Aimate) Project: Ontology Lab Context: /core — operational protocol for AI integration License: CC BY-SA 4.0 Note: This document completes the Property Method tetrad: Memo (why) → Ontology-Lab-memo.pdf Theory (what) → PROPERTY-METHOD-REVISITED.pdf Guide (how) → Property-Method-User-Guide.pdf Prompt (execution) → this document
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 3 January 2026