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LOGOS v1.0: MTL Turing Complete, Genesis Kernel, SPCW Transceiver, Harmonizer
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# LOGOS System Documentation Index
> **Logarithmic Ordering Generation Operating Software**
> *Intelligence through structural mathematics, not statistical probability.*
---
## Quick Start
```bash
# Launch the LOGOS System
python -m logos.logos_suite
# Run MTL Interpreter
python -c "from logos.mtl.interpreter import MTLInterpreter; i = MTLInterpreter(); print(i.execute('(mult [2] [3])'))"
# Test Dissolution Engine
python -m logos.agents.dissolution_engine
```
---
## Documentation Map
### Core Philosophy
| Document | Description | Prime |
|:---------|:------------|:------|
| [Purpose Statement](purpose_statement.md) | The "Why" of LOGOS - 5 Imperatives | [11] WHY |
| [Architecture Overview](architecture_overview.md) | System components and flow | [2] MECHANISM |
| [Definitions Alignment](definitions_alignment.md) | Glossary of LOGOS terms | [19] TEXT |
### Technical Reference
| Document | Description | Prime |
|:---------|:------------|:------|
| [MTL Specification](mtl_specification.md) | Meta Tensor Language syntax | [2] MECHANISM |
| [Technical Architecture](TECHNICAL_ARCHITECTURE.md) | Implementation details | [2] MECHANISM |
| [Developer Guidelines](DEVELOPER_GUIDELINES.md) | Contribution standards | [3] RESULT |
### Theoretical Foundation
| Document | Description | Prime |
|:---------|:------------|:------|
| [Epistemology Audit](epistemology_audit.md) | Information theory alignment | [11] WHY |
| [Periodic Table](periodic_table.md) | Element definitions | [5] CHOICE |
---
## Module Reference
### Core (`logos/`)
| Module | Description | Entry Point |
|:-------|:------------|:------------|
| `logos_suite.py` | **Main Entry Point** | `python -m logos.logos_suite` |
| `server.py` | Flask API Server | Port 5000 |
| `config.py` | Configuration management | |
| `agent_dispatcher.py` | Neural Router & Swarm | |
### MTL (`logos/mtl/`)
| Module | Description | Key Classes |
|:-------|:------------|:------------|
| `interpreter.py` | MTL Interpreter | `MTLInterpreter` |
| `genesis.json` | Root Manifold Axioms | Primes 1-29 |
### Memory (`logos/memory/`)
| Module | Description | Key Classes |
|:-------|:------------|:------------|
| `prime_db.py` | Prime Token Database | `PrimeTokenDB` |
### Agents (`logos/agents/`)
| Module | Description | Protocol |
|:-------|:------------|:---------|
| `dissolution_engine.py` | Type detection & routing | Protocol 38 |
| `video_atomizer.py` | YouTube processing | Protocol 25 |
| `web_atomizer.py` | Web content ingestion | Protocol 32 |
| `dolphin.py` | Systems oversight | Protocol 20 |
| `base_agent.py` | Agent base class | |
### Network (`logos/network/`)
| Module | Description |
|:-------|:------------|
| `topology.py` | Matroska topology |
| `dissolution.py` | Data dissolution |
| `physics.py` | Wave mechanics |
| `storage.py` | Persistence layer |
### Tools (`logos/tools/`)
| Script | Purpose |
|:-------|:--------|
| `validate_mtl.py` | MTL test suite |
| `test_fusion.py` | Inter-domain fusion |
| `test_logic_gates.py` | OR/AND/NOT gates |
| `test_synapse.py` | Knowledge graph |
| `test_persistence.py` | Delta heat & storage |
| `test_not_gate.py` | Structural steering |
---
## Genesis Block Reference
### Prime Axioms (Irreducibles)
```
[1] TIME - The Canvas (Identity Element)
[2] MECHANISM - The Verb (Operator)
[3] RESULT - The Noun (Operand)
[5] CHOICE - The Fork (Branch)
[7] PERSIST - The Memory (Storage)
[11] WHY - The Reason (Query)
[13] RELATE - The Connection (Link)
[17] IMAGE - Visual Data
[19] TEXT - Linguistic Data
[23] AUDIO - Acoustic Data
[29] SIGNAL - Raw Data
```
### Composite Domains (Derived)
```
[6] = 2Γ—3 FLIP Action (Mechanism Γ— Result)
[10] = 2Γ—5 AROUND Navigation (Mechanism Γ— Choice)
[12] = 2Β²Γ—3 THOUGHT Result of Previous
[14] = 2Γ—7 HOLD Save Command (Mechanism Γ— Persist)
[42] = 2Γ—3Γ—7 DEEP_STORAGE Permanent Record
[323]= 17Γ—19 VISUAL_TEXT PDF/Document
[782]= 2Γ—17Γ—23 VIDEO Image + Audio + Mechanism
```
### Processing Domains
```
[1300] RELATIONSHIP Synaptic links (Γ—100 scaling)
[1700] VISUAL_CORTEX Image processing
[1900] TEXT_ENGINE Language processing
[2300] AUDIO_CORTEX Audio processing
```
---
## Cross-Reference Pointers
### How Components Connect
```
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ LOGOS SYSTEM FLOW β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ β”‚
β”‚ INPUT ──► DISSOLUTION ──► DOMAIN ROUTING ──► PROCESSING β”‚
β”‚ β”‚ β”‚ β”‚ β”‚ β”‚
β”‚ β–Ό β–Ό β–Ό β–Ό β”‚
β”‚ Raw Data GCD/Factor Prime Domain Agent Flow β”‚
β”‚ Detection Assignment (AF) β”‚
β”‚ β”‚ β”‚ β”‚ β”‚
β”‚ β–Ό β–Ό β–Ό β”‚
β”‚ [logos/agents/ [logos/mtl/ [logos/agents/ β”‚
β”‚ dissolution_ interpreter.py] video_atomizer, β”‚
β”‚ engine.py] web_atomizer] β”‚
β”‚ β”‚
β”‚ ───────────────────────────────────────────────────────── β”‚
β”‚ β”‚
β”‚ PERSISTENCE ◄── SYNAPSE ◄── STORAGE ◄── OUTPUT β”‚
β”‚ β”‚ β”‚ β”‚ β”‚ β”‚
β”‚ β–Ό β–Ό β–Ό β–Ό β”‚
β”‚ [42] [13]Γ—AΓ—B [7]Γ—X Response β”‚
β”‚ Deep Storage Relate Link Persist to User β”‚
β”‚ β”‚ β”‚ β”‚
β”‚ β–Ό β–Ό β”‚
β”‚ [logos/memory/prime_db.py] β”‚
β”‚ β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
```
### File β†’ Concept Mapping
| Concept | Primary File | Related Docs |
|:--------|:-------------|:-------------|
| Dissolution | `agents/dissolution_engine.py` | [Architecture Overview](architecture_overview.md) |
| MTL Syntax | `mtl/interpreter.py` | [MTL Specification](mtl_specification.md) |
| Prime Memory | `memory/prime_db.py` | [Epistemology Audit](epistemology_audit.md) |
| Knowledge Graph | `mtl/interpreter.py` (relate) | [Purpose Statement](purpose_statement.md) |
| Domain Routing | `agent_dispatcher.py` | [Technical Architecture](TECHNICAL_ARCHITECTURE.md) |
---
## API Quick Reference
### MTL Commands (via `logos_suite.py`)
```bash
mtl (mult [2] [3]) # β†’ 6 (Mechanism Γ— Result)
mtl (or [2] [3]) # β†’ 6 (LCM - Superposition)
mtl (and [6] [10]) # β†’ 2 (GCD - Intersection)
mtl (relate [17] [19]) # β†’ 4199 (Image-Text synapse)
mtl (fractran [[5 2]] 8) # β†’ 5 (Fractran loop)
```
### Server Endpoints (Port 5000)
```
GET /v1 # Health check
POST /v1/chat/completions # Chat with LOGOS
GET /v1/context/buffer # View context
POST /v1/context/buffer # Update context
```
---
*Last Updated: 2026-01-11*
*See [Purpose Statement](purpose_statement.md) for the full architectural manifesto.*