Winston - AI Legal Defense System 🤖⚖️

The most comprehensive AI legal assistant ever created, powered by 805,000+ legal documents spanning the entire US legal system.

🌟 Features

• 31 Specialized Slash Commands - Law enforcement, tax law, contracts, and more
• 805,000+ Legal Documents - Complete US legal system coverage
• Voice Message Support - Whisper AI transcription
• Session Memory - 24-hour conversation history
• Smart Caching - 98% semantic similarity matching
• Production Ready - Health checks, metrics, logging, rate limiting

🚀 Quick Start

Prerequisites

• Node.js 20+
• Redis
• API Keys: Slack, Anthropic (Claude), OpenAI, Pinecone

Installation

# Install dependencies
npm install

# Configure environment
cp .env.template .env
# Edit .env with your API keys

# Build
npm run build

# Start Redis
redis-server &

# Run
npm start

Deploy to Vercel

# Install Vercel CLI
npm i -g vercel

# Deploy
vercel

# Set environment variables in Vercel dashboard

📚 Data Processing

Process Base Legal Data (~15 min)

npm run data:process-all

Process ALL Law Data (~3-5 hours)

# Federal + State + Tax law
npm run data:all-law

# Or individually
npm run data:federal  # 1.2 GB, 55k docs
npm run data:state    # 2.6 GB, 510k docs
npm run data:tax      # 1.3 GB, 225k docs

💬 Available Commands

General Legal (5 commands)

• /legal-help - General legal assistance
• /constitutional - Constitutional analysis
• /define - Legal term definitions
• /defend-rights - Legal defense guidance
• /sovereign-rights - Sovereign citizenship framework

Law Enforcement (10 commands)

• /traffic-stop - Real-time traffic stop defense
• /warrant-check - Warrant validity verification
• /miranda-rights - Miranda rights explanation
• /search-seizure - 4th Amendment rights
• /remain-silent - 5th Amendment guidance
• /right-to-counsel - 6th Amendment attorney rights
• /police-misconduct - File complaint guidance
• /arrest-rights - What to do when arrested
• /evidence-suppression - Motion to suppress evidence
• /qualified-immunity - Challenge qualified immunity

Tax Law (10 commands)

• /tax-strategy - Aggressive tax minimization
• /irs-audit - IRS audit defense
• /tax-deductions - Maximize deductions
• /tax-credits - All available credits
• /offshore-tax - International tax strategies
• /tax-court - Tax Court litigation
• /innocent-spouse - Innocent spouse relief
• /tax-liens - Handle IRS liens/levies
• /estimated-tax - Quarterly payment strategy
• /constitutional-tax - Constitutional tax challenges

General Legal Services (5 commands)

• /contract-review - Contract analysis
• /legal-research - Case law research
• /file-lawsuit - Civil lawsuit guidance
• /appeal-case - Appellate procedure
• /pro-se - Self-representation guide

Utility (1 command)

• /new-session - Reset conversation history

🔧 Production Endpoints

• GET /health - Service health check
• GET /metrics - System metrics

🏗️ Architecture

┌─────────────────────────────────────┐
│         Slack Interface             │
│  31 Commands + Voice + Sessions     │
└──────────────┬──────────────────────┘
               │
┌──────────────┴──────────────────────┐
│     Enhanced Legal Slack Bot        │
│  Session │ Cache │ Voice │ Legal    │
└──────────────┬──────────────────────┘
               │
    ┌──────────┼──────────┐
    │          │          │
┌───▼───┐ ┌───▼────┐ ┌───▼─────┐
│ Redis │ │Pinecone│ │ Claude  │
│       │ │ Vector │ │ Haiku   │
│       │ │   DB   │ │  4.5    │
└───────┘ └────────┘ └─────────┘

📊 Knowledge Base

Source	Documents	Size
Base Legal	15,000	128 MB
Federal Law	55,000	1.2 GB
State Law	510,000	2.6 GB
Tax Law	225,000	1.3 GB
TOTAL	805,000	5.2 GB

🔐 Environment Variables

See .env.template for all required variables:

• SLACK_BOT_TOKEN - Your Slack bot token
• SLACK_SIGNING_SECRET - Slack signing secret
• ANTHROPIC_API_KEY - Claude API key
• OPENAI_API_KEY - OpenAI API key (embeddings + Whisper)
• PINECONE_API_KEY - Pinecone vector DB key
• REDIS_URL - Redis connection URL

💰 Costs

• One-Time: ~$300 (embeddings)
• Monthly: ~$250-340 (Pinecone + APIs + hosting)
• Per-Query: ~$0.0001

🛠️ Development

# Development mode with auto-reload
npm run dev

# Build
npm run build

# Lint
npm run lint

# Format
npm run format

# Type check
npm run typecheck

📝 NPM Scripts

Data Processing

• data:extract-pdf - Extract text from PDFs
• data:parse-definitions - Parse Black's Law Dictionary
• data:parse-constitutional - Parse Constitution
• data:parse-founding - Parse Founding Documents
• data:chunk - Chunk all documents
• data:embed - Generate embeddings
• data:load - Load to Pinecone
• data:process-all - Run full base pipeline
• data:federal - Process federal law
• data:state - Process state law
• data:tax - Process tax law
• data:all-law - Process ALL law data

🧪 Testing

# Run tests
npm test

# Test coverage
npm run test:coverage

🤝 N8N Integration

Winston can integrate with n8n for workflow automation. See n8n-workflows/ directory for templates.

Example workflows:

• Automated legal research triggers
• Document processing pipelines
• Multi-agent legal analysis
• Scheduled report generation

📖 Documentation

• FINAL-COMPLETION-REPORT.md - Complete feature documentation
• PROGRESS-REPORT-SESSION-2.md - Development progress
• Agent OS Specs - Technical specifications

🏆 Built With

• Agent OS - Spec-driven development
• Claude-Flow - Multi-agent orchestration
• Claude Code - Implementation
• TypeScript - Type-safe code
• Slack Bolt - Slack integration
• Anthropic Claude - AI reasoning
• OpenAI - Embeddings & Whisper
• Pinecone - Vector database
• Redis - Caching & sessions

⚖️ Legal Disclaimer

This is an educational AI assistant. It provides legal information, NOT legal advice. Always consult a licensed attorney for your specific legal situation.

📄 License

MIT

🙏 Acknowledgments

Built using the Ultimate Coding Agent System:

• Agent OS by Builder Methods
• Claude-Flow by rUv
• Claude Code by Anthropic

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Winston - Your AI Legal Defense Companion ⚖️🤖

Made with ❤️ using Agent OS + Claude-Flow + Claude Code