SUBIT‑64 — Structural Bit Protocol

SUBIT‑64 is a formal structural protocol based on a 6‑bit operator that models any process as a progression through:

Tension → Vector → Interaction → Meaning → Action → Structure

SUBIT defines a minimal, deterministic, model‑agnostic operator for structural reasoning in LLMs and agentic systems.

This repository contains:

• SUBIT RFC 2.0 (protocol only)
• Style‑A reference naming system (separate from RFC)
• JSON schema for SUBIT states
• architecture and encoding documentation
• prompt pack for LLMs
• examples and integration guides

SUBIT is not symbolic or metaphorical.
It is a structural ontology and reasoning protocol.

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🔧 Core Idea

A SUBIT state is defined as:

SUBIT = {0,1}^6

Each bit corresponds to one axis:

1. Tension
2. Vector
3. Interaction
4. Meaning
5. Action
6. Structure

This yields a 64‑state structural space.
The RFC defines the operator; implementations may define naming systems or archetype tables.

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📘 Documentation

SUBIT RFC 2.0 (Protocol Only)

Defines the operator, axes, encoding formats, and mandatory LLM response structure.
/docs/SUBIT-RFC.md

Architecture

Bit structure, axis semantics, and isomorphic encodings (binary, bigram, trigram, color, SVP).
/docs/SUBIT-Architecture.md

JSON Schema

Machine‑readable definition of a SUBIT state.
/schema/subit.schema.json

Prompt Pack v2.0

Operational prompts for LLMs using the SUBIT protocol.
/docs/SUBIT-Prompt-Pack-v2.md

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🧠 SUBIT Response Format (LLM Protocol)

Any LLM operating in SUBIT mode must respond using:

Tension:
Vector:
Interaction:
Meaning:
Action:
Structure:

Rules:

• All six axes must be present
• Order is fixed
• No additional sections allowed

This is the mandatory protocol defined by RFC 2.0.

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📂 Repository Structure

subit-64/
│
├── README.md
│
├── docs/
│   ├── SUBIT-RFC.md
│   ├── SUBIT-Architecture.md
│   ├── SUBIT-Prompt-Pack-v2.md
│   └── SUBIT-JSON-Schema.md
│
├── schema/
│   └── subit.schema.json
│
├── examples/
│   ├── subit-analysis.md
│   ├── subit-dialogues.md
│   └── subit-transformations.md
│
└── assets/
    ├── diagrams/
    └── colors/

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🚀 Usage

In LLMs

Activate SUBIT mode.
Respond in Tension / Vector / Interaction / Meaning / Action / Structure format.

In agent systems

• treat SUBIT as a 6‑axis structural operator
• optionally map states to Style‑A names
• serialize using the JSON schema

In custom models

• SUBIT can serve as a reasoning layer
• or as a structural protocol for analysis/generation

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🗺️ Roadmap

• SUBIT embeddings
• transition matrices
• agent integration standard
• SUBIT Playground
• domain‑specific state sets

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📄 License

MIT

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⭐ Project Goal

To establish SUBIT as a universal structural protocol for LLM reasoning, agentic systems, and computational cognition.

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