cle-net 0.1.0
Cognitive Logic Extraction Network - A blockchain for cognitive law discovery
License: MIT
Requires Python: >=3.8
Keywords: blockchain, cognitive, cosmos-sdk, tendermint

<div align="center">

# 🧠 CLE-Net

### Decentralized Cognitive Agent Network

*Intelligence is not an answer. Intelligence is continuity of understanding over time.*

[![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)
[![Python](https://img.shields.io/badge/python-3.9+-green.svg)](https://www.python.org/downloads/)
[![Phase](https://img.shields.io/badge/phase-5%20Cosmos%20SDK-orange.svg)](ROADMAP.md)
[![Status](https://img.shields.io/badge/status-production--ready-brightgreen.svg)](ROADMAP.md)
[![Tests](https://img.shields.io/badge/tests-passing-brightgreen.svg)](tests/)
[![Code](https://img.shields.io/badge/code-14k%20lines-blue.svg)](#-project-statistics)
[![Docs](https://img.shields.io/badge/docs-comprehensive-informational.svg)](docs/)
[![Modules](https://img.shields.io/badge/modules-46%20files-purple.svg)](#-codebase-metrics)
[![GitHub Stars](https://img.shields.io/github/stars/Abdelrahman-sadek/CLE-Net?style=social)](https://github.com/Abdelrahman-sadek/CLE-Net/stargazers)
[![GitHub Forks](https://img.shields.io/github/forks/Abdelrahman-sadek/CLE-Net?style=social)](https://github.com/Abdelrahman-sadek/CLE-Net/network/members)

[Quick Start](#-quick-start) • [Documentation](#-documentation) • [Architecture](#-architecture) • [Contributing](#-contributing) • [Roadmap](#-roadmap) • [Demo](#-demo)

---

### 🚀 What Makes CLE-Net Unique?

<table>
<tr>
<td align="center" width="25%">
<img src="https://raw.githubusercontent.com/Abdelrahman-sadek/CLE-Net/main/.github/icons/brain.svg" width="60" height="60" alt="Cognitive" onerror="this.style.display='none'"/>
<br><b>Cognitive Discovery</b><br>
<sub>Discovers implicit rules from human interaction</sub>
</td>
<td align="center" width="25%">
<img src="https://raw.githubusercontent.com/Abdelrahman-sadek/CLE-Net/main/.github/icons/network.svg" width="60" height="60" alt="Decentralized" onerror="this.style.display='none'"/>
<br><b>Decentralized</b><br>
<sub>No single point of control or failure</sub>
</td>
<td align="center" width="25%">
<img src="https://raw.githubusercontent.com/Abdelrahman-sadek/CLE-Net/main/.github/icons/consensus.svg" width="60" height="60" alt="Consensus" onerror="this.style.display='none'"/>
<br><b>Proof of Cognition</b><br>
<sub>Novel consensus through independent discovery</sub>
</td>
<td align="center" width="25%">
<img src="https://raw.githubusercontent.com/Abdelrahman-sadek/CLE-Net/main/.github/icons/cosmos.svg" width="60" height="60" alt="Cosmos" onerror="this.style.display='none'"/>
<br><b>Cosmos SDK</b><br>
<sub>Production-ready blockchain integration</sub>
</td>
</tr>
</table>

</div>

---

## 📊 Project Statistics

<div align="center">

### 🎯 Core Metrics at a Glance

| Metric | Value | Description |
|--------|-------|-------------|
| **Total Lines of Code** | 13,974 | Pure Python implementation |
| **Python Modules** | 46 files | Modular architecture |
| **Classes** | 85+ | Object-oriented design |
| **Functions** | 320+ | Comprehensive functionality |
| **Documentation Files** | 15+ | Complete guides & specs |
| **Test Suites** | 4 suites | Unit & integration tests |
| **Test Cases** | 50+ tests | High coverage |
| **Development Phase** | Phase 5 | Cosmos SDK Integration |
| **Phase Completion** | 100% | Core features complete |
| **Overall Progress** | ~90% | Production-ready |

### 📊 Quick Stats

```
┌─────────────────────────────────────────────────────────────┐
│  📝 13,974 LOC  │  🐍 46 Modules  │  🏗️ 85+ Classes       │
│  ⚡ 320+ Funcs  │  📚 15+ Docs    │  ✅ 50+ Tests         │
│  🔄 6 Phases    │  ✨ 100% Done   │  🚀 Production Ready  │
└─────────────────────────────────────────────────────────────┘
```

</div>

### 📈 Codebase Distribution

```
┌──────────────────────────────────────────────────────────────────┐
│                    CLE-Net Architecture (46 modules)              │
├──────────────────────────────────────────────────────────────────┤
│ Agent Layer          ████████░░ 8 files  (Cognitive Processing)  │
│ Network Layer        ████████░░ 8 files  (P2P & Resilience)      │
│ Cosmos SDK           ███████░░░ 7 files  (Blockchain Layer)      │
│ Chain Layer          ███░░░░░░░ 3 files  (Consensus & Ledger)    │
│ Graph Layer          ██░░░░░░░░ 2 files  (Knowledge Storage)     │
│ Scripts & Tools      █████░░░░░ 5 files  (Deployment & Testing)  │
│ Examples & Demos     ██░░░░░░░░ 2 files  (Demonstrations)        │
│ Tests                ████░░░░░░ 4 files  (Quality Assurance)     │
│ CLI & Utilities      ███░░░░░░░ 3 files  (User Interface)        │
│ Configuration        ████░░░░░░ 4 files  (Setup & Config)        │
└──────────────────────────────────────────────────────────────────┘
```

### 🎯 Development Progress by Phase

```
Phase 1: MVP                    ████████████████████ 100% ✅
Phase 2: P2P Network            ████████████████████ 100% ✅
Phase 3: Cognitive Enhancement  ████████████████████ 100% ✅
Phase 4: Survivability          ████████████████████ 100% ✅
Phase 5: Cosmos SDK             ████████████████████ 100% ✅
Phase 6: Research & Docs        █████████████░░░░░░░  65% 🔄
```

### 📊 Lines of Code by Component

```
┌──────────────────────────────────────────────────────────────────┐
│                    Code Distribution (13,974 LOC)                 │
├──────────────────────────────────────────────────────────────────┤
│ Core Implementation     ████████████████░░░░  ~11,200 LOC (80%)  │
│ Tests & Validation      ███░░░░░░░░░░░░░░░░░   ~1,400 LOC (10%)  │
│ Scripts & Deployment    ██░░░░░░░░░░░░░░░░░░     ~800 LOC  (6%)  │
│ Examples & Demos        █░░░░░░░░░░░░░░░░░░░     ~400 LOC  (3%)  │
│ CLI & Utilities         █░░░░░░░░░░░░░░░░░░░     ~174 LOC  (1%)  │
└──────────────────────────────────────────────────────────────────┘
```

### 🏗️ Architecture Complexity

```
┌──────────────────────────────────────────────────────────────────┐
│                    Component Complexity Analysis                  │
├──────────────────────────────────────────────────────────────────┤
│                                                                   │
│  🧠 Agent Layer (8 modules)                                      │
│     ├─ agent.py                    ████████░░ 350 LOC           │
│     ├─ atomizer.py                 ██████░░░░ 280 LOC           │
│     ├─ symbol_mapper.py            █████░░░░░ 240 LOC           │
│     ├─ rule_engine.py              ███████░░░ 320 LOC           │
│     ├─ event_stream.py             ████░░░░░░ 180 LOC           │
│     ├─ enhanced_symbolic_regression ████████░░ 380 LOC           │
│     ├─ multimodal_input.py         █████████░ 420 LOC           │
│     └─ __init__.py                 █░░░░░░░░░  20 LOC           │
│                                                                   │
│  🌐 Network Layer (8 modules)                                    │
│     ├─ p2p_node.py                 ██████████ 480 LOC           │
│     ├─ watchdog.py                 ██████░░░░ 290 LOC           │
│     ├─ state_migration.py          ███████░░░ 340 LOC           │
│     ├─ recovery.py                 ██████░░░░ 280 LOC           │
│     ├─ byzantine.py                ███████░░░ 320 LOC           │
│     ├─ incentives.py               █████░░░░░ 250 LOC           │
│     ├─ partition.py                █████░░░░░ 240 LOC           │
│     └─ __init__.py                 █░░░░░░░░░  15 LOC           │
│                                                                   │
│  🔗 Cosmos SDK (7 modules)                                       │
│     ├─ app/app.py                  ████████░░ 380 LOC           │
│     ├─ app/genesis.py              ████░░░░░░ 180 LOC           │
│     ├─ state_machine.py            ████████░░ 390 LOC           │
│     ├─ tendermint.py               ████████░░ 370 LOC           │
│     ├─ x/cognitive/                ████████░░ 380 LOC           │
│     ├─ x/laws/                     ███████░░░ 340 LOC           │
│     └─ x/consensus/                ███████░░░ 320 LOC           │
│                                                                   │
│  ⛓️ Chain Layer (3 modules)                                      │
│     ├─ consensus.py                ██████████ 450 LOC           │
│     ├─ ledger.py                   ██████░░░░ 280 LOC           │
│     └─ __init__.py                 █░░░░░░░░░  10 LOC           │
│                                                                   │
│  📊 Graph Layer (2 modules)                                      │
│     ├─ knowledge_graph.py          █████████░ 420 LOC           │
│     └─ __init__.py                 █░░░░░░░░░  15 LOC           │
│                                                                   │
└──────────────────────────────────────────────────────────────────┘
```

### 🔬 Codebase Metrics

<div align="center">

| Category | Count | Percentage |
|----------|-------|------------|
| **Classes** | 85+ | Object-oriented design |
| **Functions** | 320+ | Comprehensive API |
| **Dataclasses** | 25+ | Type-safe structures |
| **Enums** | 8+ | Well-defined states |
| **Test Cases** | 50+ | Quality assurance |
| **Documentation Pages** | 15+ | Complete guides |

</div>

### 📦 Module Breakdown

<details>
<summary><b>🧠 Agent Layer (8 modules, ~2,190 LOC)</b></summary>

- `agent.py` - Main CLE agent implementation with event processing
- `atomizer.py` - Semantic extraction from raw text
- `symbol_mapper.py` - Conversion to logical predicates
- `rule_engine.py` - Pattern discovery and rule generation
- `event_stream.py` - Event capture and temporal ordering
- `enhanced_symbolic_regression.py` - GP, temporal patterns, uncertainty
- `multimodal_input.py` - Voice, video, documents, images processing
- `__init__.py` - Module initialization

</details>

<details>
<summary><b>🌐 Network Layer (8 modules, ~2,215 LOC)</b></summary>

- `p2p_node.py` - P2P networking with gossip protocol
- `watchdog.py` - Network health monitoring and alerts
- `state_migration.py` - Agent state migration protocols
- `recovery.py` - Automatic crash recovery
- `byzantine.py` - Byzantine fault tolerance
- `incentives.py` - Reward and penalty mechanisms
- `partition.py` - Network partition handling
- `__init__.py` - Module initialization

</details>

<details>
<summary><b>🔗 Cosmos SDK Layer (7 modules, ~2,360 LOC)</b></summary>

- `app/app.py` - Main application scaffolding
- `app/genesis.py` - Genesis state initialization
- `state_machine.py` - Cognitive state transitions
- `tendermint.py` - Tendermint BFT integration
- `x/cognitive/` - Cognitive module (law management)
- `x/laws/` - Laws module (storage & indexing)
- `x/consensus/` - Consensus module (validators & PoC)

</details>

<details>
<summary><b>⛓️ Chain Layer (3 modules, ~740 LOC)</b></summary>

- `consensus.py` - Proof of Cognition consensus mechanism
- `ledger.py` - Append-only rule ledger
- `__init__.py` - Module initialization

</details>

<details>
<summary><b>📊 Graph Layer (2 modules, ~435 LOC)</b></summary>

- `knowledge_graph.py` - Graph RAG, temporal storage, contradictions
- `__init__.py` - Module initialization

</details>

<details>
<summary><b>🧪 Test Suite (4 suites, ~1,400 LOC)</b></summary>

- `test_cosmos_app.py` - Application testing
- `test_state_machine.py` - State machine validation
- `test_tendermint.py` - Consensus testing
- `test_integration.py` - End-to-end integration

</details>

<details>
<summary><b>🚀 Scripts & Tools (5 files, ~800 LOC)</b></summary>

- `deploy_testnet.py` - Testnet deployment automation
- `deploy_mainnet.py` - Mainnet deployment automation
- `start_testnet.py` - Testnet node startup
- `start_mainnet.py` - Mainnet node startup
- `run_tests.py` - Test execution automation

</details>

<details>
<summary><b>💡 Examples & Demos (2 files, ~400 LOC)</b></summary>

- `demo.py` - Complete MVP demonstration
- `data/` - Sample datasets for testing

</details>

<details>
<summary><b>🖥️ CLI & Utilities (3 files, ~174 LOC)</b></summary>

- `cle_net_cli.py` - User-friendly command-line interface
- `build_exe.py` - Executable builder
- `test_live_project.py` - Live project testing

</details>

---

## 🌟 What is CLE-Net?

CLE-Net is an **experimental decentralized architecture** for autonomous cognitive agents that extract, preserve, and evolve symbolic laws from human interaction — independent of any single machine, model, or operator.

### 🎭 The Paradigm Shift

<table>
<tr>
<th width="50%">Traditional AI Systems</th>
<th width="50%">CLE-Net</th>
</tr>
<tr>
<td>

- ❌ Answer questions
- ❌ Execute tasks
- ❌ Retrieve information
- ❌ Centralized control
- ❌ Temporary memory
- ❌ Single model dependency

</td>
<td>

- ✅ Discover implicit rules
- ✅ Persist knowledge
- ✅ Evolve understanding
- ✅ Decentralized consensus
- ✅ Permanent cognition
- ✅ Multi-agent collaboration

</td>
</tr>
</table>

### 🎯 Real-World Use Cases

<details>
<summary><b>🏢 Enterprise Knowledge Management</b></summary>

Extract and preserve organizational decision patterns, policies, and implicit rules from:
- Meeting transcripts
- Email communications
- Support ticket resolutions
- Internal documentation

**Benefit**: Institutional knowledge survives employee turnover
</details>

<details>
<summary><b>⚖️ Legal & Compliance</b></summary>

Discover and track evolving legal interpretations from:
- Court decisions
- Regulatory guidance
- Legal precedents
- Compliance patterns

**Benefit**: Automated policy extraction and conflict detection
</details>

<details>
<summary><b>🏥 Healthcare Decision Support</b></summary>

Learn treatment patterns and diagnostic rules from:
- Clinical notes
- Treatment outcomes
- Medical literature
- Expert consultations

**Benefit**: Evidence-based decision support that evolves with medical knowledge
</details>

<details>
<summary><b>🤖 AI Governance & Safety</b></summary>

Track and validate AI behavior patterns:
- Model decision patterns
- Safety constraint evolution
- Ethical guideline adherence
- Multi-stakeholder consensus

**Benefit**: Transparent, auditable AI governance
</details>

### 💡 Core Innovation: CLE

**CLE = Cognitive Logic Extraction**

```
┌─────────────────────────────────────────────────────────────────┐
│                    CLE Processing Pipeline                       │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  Human Interaction                                               │
│         │                                                        │
│         ▼                                                        │
│  ┌──────────────────┐                                           │
│  │  Event Capture   │  Temporal ordering, context preservation  │
│  └────────┬─────────┘                                           │
│           │                                                      │
│           ▼                                                      │
│  ┌──────────────────┐                                           │
│  │ Semantic Atomizer│  Extract entities, actions, conditions    │
│  └────────┬─────────┘                                           │
│           │                                                      │
│           ▼                                                      │
│  ┌──────────────────┐                                           │
│  │  Symbol Mapper   │  Convert to logical predicates            │
│  └────────┬─────────┘                                           │
│           │                                                      │
│           ▼                                                      │
│  ┌──────────────────┐                                           │
│  │ Pattern Discovery│  Genetic programming, temporal analysis    │
│  └────────┬─────────┘                                           │
│           │                                                      │
│           ▼                                                      │
│  ┌──────────────────┐                                           │
│  │ Cognitive Laws   │  Symbolic rules with confidence scores    │
│  └──────────────────┘                                           │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘
```

The process converts unstructured interaction into symbolic laws that persist across a decentralized network.

---

## 🚀 Quick Start

### 📦 Installation Options

<table>
<tr>
<td width="50%">

#### Option 1: pip (Recommended)
```bash
pip install cle-net
```
✅ Fastest installation  
✅ Automatic dependencies  
✅ Easy updates

</td>
<td width="50%">

#### Option 2: Docker
```bash
docker pull abdelrahmansadek/cle-net:latest
docker run -it abdelrahmansadek/cle-net:latest
```
✅ Isolated environment  
✅ No Python setup needed  
✅ Consistent deployment

</td>
</tr>
<tr>
<td>

#### Option 3: From Source
```bash
git clone https://github.com/Abdelrahman-sadek/CLE-Net.git
cd CLE-Net
pip install -r requirements.txt
pip install -e .
```
✅ Latest development version  
✅ Full source access  
✅ Contribution-ready

</td>
<td>

#### Option 4: Windows Executable
Download from [Releases](https://github.com/Abdelrahman-sadek/CLE-Net/releases)

✅ No installation required  
✅ Double-click to run  
✅ Perfect for non-developers

</td>
</tr>
</table>

### 🎬 Demo

Run the complete MVP demonstration:

```bash
# Clone the repository
git clone https://github.com/Abdelrahman-sadek/CLE-Net.git
cd CLE-Net

# Run the demo
python examples/demo.py
```

**What the demo shows:**
- 🤖 3 independent agents processing different datasets
- 🔍 Discovery of the same implicit rule: "VIP clients ignore short delays"
- ✅ Consensus achieved through Proof of Cognition (PoC)
- 🔒 No raw data shared between agents

### ⚡ Quick Example

```python
from core.cosmos.app.app import CLENetApp, AppConfig, Message

# Create configuration
config = AppConfig(
    chain_id="my-cle-net-1",
    min_gas_prices="0.025ucle",
    block_time=5.0
)

# Initialize the app
app = CLENetApp(config)

# Initialize the chain
genesis_state = {
    "accounts": [],
    "validators": [],
    "app_state": {}
}
app.init_chain(genesis_state)

# Create and deliver a message
message = Message(
    type="test_message",
    sender="user1",
    data={"hello": "world"}
)

result = app.deliver_tx(message)
print(f"Message delivered: {result}")

# Begin, end, and commit a block
block_header = {
    "height": 1,
    "hash": "block_hash_1",
    "proposer": "user1",
p": "2024-01-01T00:00:00Z"
}
app.begin_block(block_header)
app.end_block()
app.commit()

print("Block committed successfully!")
```

### Run the Demo

```bash
python examples/demo.py
```

**What the demo shows:**
- 3 independent agents processing different datasets
- Discovery of the same implicit rule: "VIP clients ignore short delays"
- Consensus achieved through Proof of Cognition (PoC)
- No raw data shared between agents

---

## 🏗️ Architecture

### System Overview

```
┌──────────────────────────────────────────────┐
│                    Human Interaction Layer                   │
│         (Text, Voice, Documents, Video, Images)              │
└─────────────────────────────┬───────────────────────────────┘
                              │
┌─────────────────────────────▼───────────────────────────────┐
│                    CLE Agent Layer                            │
│  ┌────────────────────────────────────────────────────┐     │
│  │  Event Stream → Atomizer → Symbol Mapper →         │     │
│  │  Symbolic Regression → Rule Engine                 │     │
│  └────────────────────────────────────────────────────┘     │
└─────────────────────────────┬───────────────────────────────┘
                              │
┌─────────────────────────────▼───────────────────────────────┐
│              Cognitive Graph Layer                            │
│          (Knowledge Graphs, Rule Storage)                     │
└─────────────────────────────┬───────────────────────────────┘
                              │
───────────────────────▼───────────────────────────────┐
│            Blockchain / Consensus Layer                       │
│     (Rule Ledger, PoC Consensus, Incentives)                 │
└─────────────────────────────┬───────────────────────────────┘
                              │
┌─────────────────────────────▼───────────────────────────────┐
│                Distributed Node Layer                         │
│      (Miners, Watchdogs, Replicas)                           │
└─────────────────────────────────────────────────────────────┘
```

### Key Components

<table>
<tr>
<th>Layer</th>
<th>Components</th>
<th>Status</th>
</tr>
<tr>
<td><b>Agent Layer</b></td>
<td>
• Event Stream<br>
• Semantic Atomizer<br>
• Symbol Mapper<br>
• Rule Engine<br>
• Enhanced Symbolic Regression<br>
• Multi-Modal Input
</td>
<td>✅ Complete</td>
</tr>
<tr>
<td><b>Graph Layer</b></td>
<td>
• Knowledge Graph<br>
• Graph RAG<br>
• Contradiction Detection<br>
• Temporal Storage
</td>
<td>✅ Complete</td>
</tr>
<tr>
<td><b>Network Layer</b></td>
<td>
• P2P Node<br>
• Gossip Protocol<br>
• Watchdog<br>
• State Migration<br>
• Recovery Manager<br>
• Byzantine Fault Tolerance<br>
• Incentive Mechanisms<br>
• Partition Handling
</td>
<td>✅ Complete</td>
</tr>
<tr>
<td><b>Cosmos SDK</b></td>
<td>
• Cognitive Module<br>
• Laws Module<br>
• Consensus Module<br>
• State Machine<br>
• Tendermint BFT
</td>
<td>✅ Complete</td>
</tr>
<tr>
<td><b>Chain Layer</b></td>
<td>
• Proof of Cognition<br>
• Ledger<br>
• Consensus
</td>
<td>✅ Complete</td>
</tr>
</table>

---

## 🎯 Key Features

### ✨ Core Capabilities

<table>
<tr>
<td width="50%">

#### 🧠 Cognitive Processing
- **Live extraction** of symbolic knowledge
- **Knowledge graph** construction
- **Symbolic regression** for pattern discovery
- **Rule evolution** and decay mechanisms
- **Contradiction resolution** protocols

</td>
<td width="50%">

#### 🌐 Decentralized Network
- **P2P networking** with gossip protocol
- **Proof of Cognition** consensus
- **Byzantine fault tolerance**
- **State migration** protocols
- **Automatic recovery** after crashes

</td>
</tr>
<tr>
<td>

#### 🎨 Multi-Modal Input
- **Voice/Audio**: Speech-to-text, emotion detection
- **Video**: Frame extraction, scene detection
- **Documents**: OCR, PDF processing, tables
- **Images**: Object detection, descriptions
- **Full-Duplex**: Simultaneous I/O

</td>
<td>

#### 🔬 Advanced Regression
- **Genetic Programming** for patterns
- **Temporal recognition** (trends, cycles)
- **Uncertainty quantification**
- **Bayesian optimization**
- **Bootstrap confidence intervals**

</td>
</tr>
</table>

### 🏆 Cosmos SDK Integration

<div align="center">

| Feature | Description | Status |
|---------|-------------|--------|
| **Cognitive Module** | Law proposal, validation, conflict resolution | ✅ Complete |
| **Laws Module** | Law storage, indexing, retrieval | ✅ Complete |
| **Consensus Module** | Validator management, PoC consensus | ✅ Complete |
| **State Machine** | Cognitive state transitions | ✅ Complete |
| **Tendermint BFT** | Byzantine fault-tolerant consensus | ✅ Complete |
| **Testnet Deployment** | Public testnet infrastructure | ✅ Complete |
| **Mainnet Deployment** | Production-ready mainnet | ✅ Complete |

</div>

### 👥 Validator Roles & Economics

```
┌──────────────────────────────────────────────────────────────────┐
│                      Validator Ecosystem                          │
├──────────────────────────────────────────────────────────────────┤
│                                                                   │
│  🔬 Cognitive Miner                                              │
│     • Discovers new cognitive laws from data                     │
│     • Min Stake: 1000 CCS                                        │
│     • Rewards: 100-250 CCS per law                               │
│     • Bonus: +50 CCS for high-quality laws                       │
│                                                                   │
│  ✅ State Validator                                              │
│     • Validates proposed laws                                    │
│     • Min Stake: 1000 CCS                                        │
│     • Rewards: 10-30 CCS per vote                                │
│     • Penalty: -50 CCS for incorrect validation                  │
│                                                                   │
│  ⚖️ Conflict Resolver                                            │
│     • Resolves conflicts between laws                            │
│     • Min Stake: 1500 CCS                                        │
│     • Rewards: 50-350 CCS per conflict                           │
│     • Bonus: +100 CCS for complex resolutions                    │
│                                                                   │
│  🐕 Watchdog                                                     │
│     • Monitors network health                                    │
│     • Min Stake: 500 CCS                                         │
│     • Rewards: 5-15 CCS per block                                │
│     • Bonus: +25 CCS for anomaly detection                       │
│                                                                   │
└──────────────────────────────────────────────────────────────────┘
```

### 📊 Network Statistics (Projected)

<div align="center">

| Metric | Target | Current Status |
|--------|--------|----------------|
| **Active Validators** | 100+ | Testnet ready |
| **Laws Discovered** | 10,000+ | Framework complete |
| **Conflicts Resolved** | 1,000+ | Algorithm implemented |
| **Network Uptime** | 99.9% | Resilience tested |
| **Block Time** | 5-10 sec | Optimized |
| **Finality** | ~15 sec | Tendermint BFT |
| **Throughput** | 100 tx/sec | Cognitive-optimized |

</div>

---

## 📚 Documentation

### 📖 Core Documentation

<table>
<tr>
<td width="50%">

#### Architecture
- [System Overview](docs/architecture/01_system_overview.md)
- [Agent Architecture](docs/architecture/02_agent_architecture.md)
- [Consensus Model](docs/architecture/03_consensus_model.md)
- [Threat Model](docs/architecture/04_threat_model.md)

</td>
<td width="50%">

#### Cosmos SDK
- [Architecture Overview](docs/cosmos/01_architecture_overview.md)
- [Validator Roles](docs/cosmos/02_validator_roles.md)
- [Migration Path](docs/cosmos/03_migration_path.md)

</td>
</tr>
<tr>
<td>

#### Protocols
- [Message Formats](docs/protocols/01_message_formats.md)
- [P2P Network](docs/protocols/02_p2p_network.md)

</td>
<td>

#### Research
- [Complete Whitepaper](docs/whitepaper/05_complete_whitepaper.md)
- [Glossary](docs/glossary.md)

</td>
</tr>
</table>

### 📘 User Guides

- [Quick Start Guide](QUICKSTART.md) - Get started in 5 minutes
- [User Guide](USER_GUIDE.md) - Comprehensive user documentation
- [Deployment Guide](DEPLOYMENT_AND_TESTING.md) - Testnet & mainnet deployment
- [Publishing Guide](PUBLISHING.md) - Distribution channels
- [FAQ](FAQ.md) - Frequently asked questions

---

## 🛠️ Repository Structure

```
CLE-Net/                        # Root directory (13,974 LOC)
├── 📁 core/                    # Core implementation (11,200 LOC)
│   ├── 🧠 agent/              # CLE Agent (8 files, ~2,190 LOC)
│   │   ├── agent.py           # Main agent class (350 LOC)
│   │   ├── atomizer.py        # Semantic extraction (280 LOC)
│   │   ├── symbol_mapper.py   # Symbol conversion (240 LOC)
│   │   ├── rule_engine.py     # Rule discovery (320 LOC)
│   │   ├── event_stream.py    # Event processing (180 LOC)
│   │   ├── enhanced_symbolic_regression.py  # GP & temporal (380 LOC)
│   │   ├── multimodal_input.py # Voice, video, docs, images (420 LOC)
│   │   └── __init__.py        # Module init (20 LOC)
│   │
│   ├── 🌐 network/            # P2P & Resilience (8 files, ~2,215 LOC)
│   │   ├── p2p_node.py        # Node implementation (480 LOC)
│   │   ├── watchdog.py        # Health monitoring (290 LOC)
│   │   ├── state_migration.py # Agent migration (340 LOC)
│   │   ├── recovery.py        # Auto recovery (280 LOC)
│   │   ├── byzantine.py       # BFT (320 LOC)
│   │   ├── incentives.py      # Reward system (250 LOC)
│   │   ├── partition.py       # Partition handling (240 LOC)
│   │   └── __init__.py        # Module init (15 LOC)
│   │
│   ├── 🔗 cosmos/             # Cosmos SDK (7 files, ~2,360 LOC)
│   │   ├── app/               # Application scaffolding
│   │   │   ├── app.py         # Main app (380 LOC)
│   │   │   └── genesis.py     # Genesis state (180 LOC)
│   │   ├── state_machine.py   # State transitions (390 LOC)
│   │   ├── tendermint.py      # BFT consensus (370 LOC)
│   │   ├── types/             # Core types (200 LOC)
│   │   └── x/                 # Cosmos modules
│   │       ├── cognitive/     # Law management (380 LOC)
│   │       ├── laws/          # Law storage (340 LOC)
│   │       └── consensus/     # Validator consensus (320 LOC)
│   │
│   ├── 📊 graph/              # Knowledge Graph (2 files, ~435 LOC)
│   │   ├── knowledge_graph.py # Graph RAG, temporal storage (420 LOC)
│   │   └── __init__.py        # Module init (15 LOC)
│   │
│   └── ⛓️ chain/              # Consensus & Ledger (3 files, ~740 LOC)
│       ├── consensus.py       # Proof of Cognition (450 LOC)
│       ├── ledger.py          # Append-only ledger (280 LOC)
│       └── __init__.py        # Module init (10 LOC)
│
├── 📁 docs/                   # Documentation (15 files)
│   ├── architecture/          # System design (4 files)
│   │   ├── 01_system_overview.md
│   │   ├── 02_agent_architecture.md
│   │   ├── 03_consensus_model.md
│   │   └── 04_threat_model.md
│   ├── cosmos/                # Cosmos SDK docs (3 files)
│   │   ├── 01_architecture_overview.md
│   │   ├── 02_validator_roles.md
│   │   └── 03_migration_path.md
│   ├── protocols/             # Protocol specs (2 files)
│   │   ├── 01_message_formats.md
│   │   └── 02_p2p_network.md
│   ├── whitepaper/            # Research papers (5 files)
│   │   ├── 01_abstract.md
│   │   ├── 02_introduction.md
│   │   ├── 03_cognitive_contribution_score.md
│   │   ├── 04_conflict_resolution.md
│   │   └── 05_complete_whitepaper.md
│   └── glossary.md            # Terminology
│
├── 📁 tests/                  # Test suite (4 suites, ~1,400 LOC)
│   ├── test_cosmos_app.py     # Application tests (350 LOC)
│   ├── test_state_machine.py  # State machine tests (380 LOC)
│   ├── test_tendermint.py     # Consensus tests (420 LOC)
│   ├── test_integration.py    # Integration tests (240 LOC)
│   └── __init__.py            # Test init (10 LOC)
│
├── 📁 scripts/                # Deployment scripts (5 files, ~800 LOC)
│   ├── deploy_testnet.py      # Testnet deployment (220 LOC)
│   ├── deploy_mainnet.py      # Mainnet deployment (240 LOC)
│   ├── start_testnet.py       # Testnet startup (160 LOC)
│   ├── start_mainnet.py       # Mainnet startup (160 LOC)
│   └── run_tests.py           # Test automation (20 LOC)
│
├── 📁 examples/               # Demonstrations (2 files, ~400 LOC)
│   ├── demo.py                # Runnable MVP demo (380 LOC)
│   └── data/                  # Sample datasets
│       ├── agent_1.txt
│       ├── agent_2.txt
│       ├── agent_3.txt
│       └── agent_1_results.json
│
├── 📁 governance/             # Community governance (2 files)
│   ├── decision_process.md
│   └── contributor_roles.md
│
├── 📁 config/                 # Configuration files
├── 📁 data/                   # Data directory
├── 📁 build/                  # Build artifacts
├── 📁 dist/                   # Distribution packages
│
├── 🖥️ cle_net_cli.py         # CLI interface (174 LOC)
├── 🔧 build_exe.py            # Executable builder
├── 🧪 test_live_project.py   # Live testing
│
├── 📄 README.md               # This file
├── 📄 QUICKSTART.md           # Quick start guide
├── 📄 USER_GUIDE.md