Advanced Semantic Stable Agent for LLMs — Language Architecture Powered by SLS (Semantic Logic System)
This project introduces the first fully operational semantic stability architecture for large language models (LLMs), built entirely through structured language — without relying on plugins, APIs, or external memory systems. At its core is the Semantic Logic System (SLS), a foundational semantic operating framework designed to enable modular reasoning, directive control, and regenerative continuity inside pure linguistic environments. The Advanced Semantic Stable Agent demonstrates how multi-layered tone anchoring, directive processing cores, and recursive regenerative prompts can maintain semantic stability across interactions — transforming language from transient input into self-sustaining system architecture. Key Highlights: - Fully language-native modular control (no plugins, no hacks) -Semantic directive core with regenerative recursive structure - Zero-dependency multi-turn stability - Open, extensible framework for next-generation semantic engineering -Ready-to-use templates for immediate deployment This release marks the transition from prompt engineering to semantic system engineering — where language itself becomes the operating substrate for advanced, persistent cognitive scaffolds in LLMs.
Publication Details
- Journal
- Open Science Framework
- Published
- 2025-01-01
- DOI
- https://doi.org/10.17605/osf.io/y9875
- Primary Topic
- Multi-Agent Systems and Negotiation
- Type
- article
- Field-Weighted Citation Impact
- 0.00