Semantic Logic System (SLS) v1.0

DOI: DOI 10.17605/OSF.IO/9GTDF

Author: Vincent Shing Hin Chong
Version: 1.0
License: CC BY 4.0
Released: April 2025
ORCID: https://orcid.org/0009-0000-8198-6278

Contact: chonghin33@outlook.com (Open for collaboration)

🧠 Overview

Semantic Logic System (SLS) is a full-stack semantic control framework designed for use within Large Language Models (LLMs). It enables modular, recursive, and self-sustaining language systems using nothing but language itself. SLS introduces a new paradigm: language as a system’s internal logic.

This repository contains the complete v1.0 white paper and associated modular specifications.

📘 Included Documents

| Component | Description | |-----------|-------------| | sls-v1.9-wp-full.md | Full white paper, including Chapters 1–8 | | Appendix_A_Module Chain and Structure.md | Definitions of semantic terms and syntax | | Appendix_B_Module_Orchestrator.md | Practical module orchestration template | | Appendix_C_Snapshot_Module.md | Semantic closure and snapshot implementation |

📌 Key Concepts

• Meta Prompt Layering (MPL)
  
• Intent Layer Structuring (ILS)
  
• Symbolic Semantic Rhythm
  
• Snapshot Generator Module
  
• Module Chain Dynamics
  
• Semantic Closure

🤖 LLM Compatibility

SLS is designed to operate entirely within LLM environments. It is compatible with:

• OpenAI GPT-series (GPT-3.5 / GPT-4 / GPT-4-turbo)
• Anthropic Claude
• Google Gemini
• Meta LLaMA / Mistral derivatives
• Any transformer-based model that supports prompt-token interaction and long-context reasoning

No external plugin or API is required — the system runs purely on language.

Related Whitepaper

This framework is built upon and expands the principles established in: Language Construct Modeling (LCM) — by Vincent Shing Hin Chong

LCM introduced recursive prompt logic and modular composition in language-first systems.
SLS builds upon that foundation to construct a full semantic runtime environment.

🔐 Integrity & Attribution

Each file is verified using SHA-256 and listed in Appendix D. You may use, modify, or extend this system with attribution.

💼 License & Commercial Use Notice

SLS v1.0 is licensed under CC BY 4.0. This allows:

• Commercial use
• Redistribution
• Adaptation

However:

• All semantic terms, module names, and structural definitions introduced in this work must be attributed to Vincent Shing Hin Chong.
• Any commercial integration, repackaging, or system extension must retain reference to this original repository and author.

For licensing questions or advanced applications, please contact the author directly.

📣 Disclaimer

SLS is not prompt engineering. It is a formalized semantic system designed to transform how LLMs internalize and structure meaning.

✉️ Contact / Collaboration

For collaborations or inquiries, please credit the author and cite this repository in derivative works.

Contact via chonghin33@outlook.com Vincent Shing Hin Chong

Framework: Semantic Logic System (SLS)
Version: v1.0
Author: Vincent Shing Hin Chong
License: CC BY SA 4.0
Contact: chonghin33@outlook.com