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
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article

Advanced Semantic Stable Agent for LLMs — Language Architecture Powered by SLS (Semantic Logic System)

Open Science Framework
Multi-Agent Systems and Negotiation
article

Advanced Semantic Stable Agent for LLMs — Language Architecture Powered by SLS (Semantic Logic System)

article en

Abstract

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.

Open Science Framework
Openalex Percentile: Top 78%
Multi-Agent Systems and Negotiation
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