🌊 Claude-Flow v2.0.0 Alpha: AI Orchestration Platform

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🌟 Overview

Claude-Flow v2 Alpha is an enterprise-grade AI orchestration platform that reimagines how developers build with AI. By combining hive-mind swarm intelligence, neural pattern recognition, and 87 advanced MCP tools, Claude-Flow enables unprecedented AI-powered development workflows.

🎯 Key Features

• 🐝 Hive-Mind Intelligence: Queen-led AI coordination with specialized worker agents
• 🧠 Neural Networks: 27+ cognitive models with WASM SIMD acceleration
• 🔧 87 MCP Tools: Comprehensive toolkit for swarm orchestration, memory, and automation
• 🔄 Dynamic Agent Architecture (DAA): Self-organizing agents with fault tolerance
• 💾 SQLite Memory System: Persistent .swarm/memory.db with 12 specialized tables
• 🪝 Advanced Hooks System: Automated workflows with pre/post operation hooks
• 📊 GitHub Integration: 6 specialized modes for repository management

🔥 Revolutionary AI Coordination: Build faster, smarter, and more efficiently with AI-powered development orchestration

⚡ Try v2.0.0 Alpha in 4 Commands

📋 Prerequisites

• Node.js 18+ (LTS recommended)
• npm 9+ or equivalent package manager
• Windows users: See Windows Installation Guide for special instructions

⚠️ IMPORTANT: Claude Code must be installed first:

# 1. Install Claude Code globally
npm install -g @anthropic-ai/claude-code

# 2. (Optional) Skip permissions check for faster setup
# Only use if you understand the security implications
claude --dangerously-skip-permissions

💡 Windows Note: If you encounter SQLite errors, Claude Flow will automatically use in-memory storage. For persistent storage options, see our Windows guide.

🎯 Instant Alpha Testing

# 1. Initialize Claude Flow with enhanced MCP setup (auto-configures permissions!)
npx claude-flow@alpha init --force

# 2. Explore all revolutionary capabilities  
npx claude-flow@alpha --help

# 3a. Quick AI coordination (recommended for most tasks)
npx claude-flow@alpha swarm "build me a REST API" --claude

# 3b. OR launch the full hive-mind system (for complex projects)
npx claude-flow@alpha hive-mind wizard
npx claude-flow@alpha hive-mind spawn "build enterprise system" --claude

🤔 Swarm vs Hive-Mind: Which to Use?

Feature	swarm Command	hive-mind Command
Best For	Quick tasks, single objectives	Complex projects, persistent sessions
Setup	Instant - no configuration needed	Interactive wizard setup
Session	Temporary coordination	Persistent with resume capability
Memory	Task-scoped	Project-wide with SQLite storage
Agents	Auto-spawned for task	Manual control with specializations
Use When	"Build X", "Fix Y", "Analyze Z"	Multi-feature projects, team coordination

Quick Rule: Start with swarm for most tasks. Use hive-mind when you need persistent sessions or complex multi-agent coordination.

🎯 Typical Workflows - Your "Happy Path" Guide

New to Claude-Flow? Start Here!

Confused about .hive-mind and .swarm directories? Not sure when to create new hives? Here are the most common workflow patterns:

🚀 Pattern 1: Single Feature Development

# Initialize once per feature/task
npx claude-flow@alpha init --force
npx claude-flow@alpha hive-mind spawn "Implement user authentication" --claude

# Continue working on SAME feature (reuse existing hive)
npx claude-flow@alpha hive-mind status
npx claude-flow@alpha memory query "authentication" --recent
npx claude-flow@alpha swarm "Add password reset functionality" --continue-session

🏗️ Pattern 2: Multi-Feature Project

# Project-level initialization (once per project)
npx claude-flow@alpha init --force --project-name "my-app"

# Feature 1: Authentication (new hive)
npx claude-flow@alpha hive-mind spawn "auth-system" --namespace auth --claude

# Feature 2: User management (separate hive)  
npx claude-flow@alpha hive-mind spawn "user-management" --namespace users --claude

# Resume Feature 1 later (use session ID from spawn output)
npx claude-flow@alpha hive-mind resume session-xxxxx-xxxxx

🔍 Pattern 3: Research & Analysis

# Start research session
npx claude-flow@alpha hive-mind spawn "Research microservices patterns" --agents researcher,analyst --claude

# Continue research in SAME session
npx claude-flow@alpha memory stats  # See what's been learned
npx claude-flow@alpha swarm "Deep dive into API gateway patterns" --continue-session

🤔 When Should I Create a New Hive?

Situation	Action	Command
Same objective/feature	Continue existing hive	npx claude-flow@alpha hive-mind resume <session-id>
New feature in same project	Create new hive with namespace	npx claude-flow@alpha hive-mind spawn "new-feature" --namespace feature-name
Completely different project	New directory + init	mkdir new-project && cd new-project && npx claude-flow@alpha init
Experimenting/testing	Temporary hive	npx claude-flow@alpha hive-mind spawn "experiment" --temp

📁 Understanding "Empty" Directories

Don't panic if directories seem empty! Claude-Flow uses SQLite databases that may not show files in directory listings:

# Check what's actually stored (even if directories look empty)
npx claude-flow@alpha memory stats        # See memory data
npx claude-flow@alpha memory list         # List all namespaces  
npx claude-flow@alpha hive-mind status    # See active hives

# Your project structure after initialization:
# .hive-mind/     <- Contains config.json + SQLite session data
# .swarm/         <- Contains memory.db (SQLite database)
# memory/         <- Agent-specific memories (created when agents spawn)
# coordination/   <- Active workflow files (created during tasks)

🔄 Continuing Previous Work

# See what you were working on
npx claude-flow@alpha hive-mind status
npx claude-flow@alpha memory query --recent --limit 5

# List all sessions to find the one you want
npx claude-flow@alpha hive-mind sessions

# Resume specific session by ID
npx claude-flow@alpha hive-mind resume session-xxxxx-xxxxx

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🪝 Advanced Hooks System

Automated Workflow Enhancement

Claude-Flow v2.0.0 introduces a powerful hooks system that automates coordination and enhances every operation:

# Hooks automatically trigger on operations
npx claude-flow@alpha init --force  # Auto-configures MCP servers & hooks

Available Hooks

Pre-Operation Hooks

• pre-task: Auto-assigns agents based on task complexity
• pre-search: Caches searches for improved performance
• pre-edit: Validates files and prepares resources
• pre-command: Security validation before execution

Post-Operation Hooks

• post-edit: Auto-formats code using language-specific tools
• post-task: Trains neural patterns from successful operations
• post-command: Updates memory with operation context
• notification: Real-time progress updates

Session Hooks

• session-start: Restores previous context automatically
• session-end: Generates summaries and persists state
• session-restore: Loads memory from previous sessions

Hook Configuration

// .claude/settings.json (auto-configured)
{
  "hooks": {
    "preEditHook": {
      "command": "npx",
      "args": ["claude-flow", "hooks", "pre-edit", "--file", "${file}", "--auto-assign-agents", "true"],
      "alwaysRun": false
    },
    "postEditHook": {
      "command": "npx", 
      "args": ["claude-flow", "hooks", "post-edit", "--file", "${file}", "--format", "true"],
      "alwaysRun": true
    },
    "sessionEndHook": {
      "command": "npx",
      "args": ["claude-flow", "hooks", "session-end", "--generate-summary", "true"],
      "alwaysRun": true
    }
  }
}

Using Hooks in Claude Code

Hooks integrate seamlessly with Claude Code's workflow:

1. Automatic Triggering: Hooks fire automatically during Claude Code operations
2. Context Awareness: Each hook receives relevant context (file paths, commands, etc.)
3. Non-Blocking: Hooks run asynchronously to maintain performance
4. Configurable: Enable/disable specific hooks as needed

Hook Examples

# Manual hook execution
npx claude-flow hooks pre-task --description "Build REST API" --auto-spawn-agents

# Post-edit with formatting
npx claude-flow hooks post-edit --file "src/api.js" --format --train-neural

# Session management
npx claude-flow hooks session-end --generate-summary --persist-state

Fixing Hook Variable Interpolation

If you're experiencing issues with ${file} or ${command} variables not working in your hooks (common with Claude Code 1.0.51+), use the fix-hook-variables command:

# Fix all found settings.json files
npx claude-flow@alpha fix-hook-variables

# Fix specific file
npx claude-flow@alpha fix-hook-variables .claude/settings.json

# Create test configuration
npx claude-flow@alpha fix-hook-variables --test

This command automatically transforms legacy variable syntax to working environment variables:

• ${file} → $CLAUDE_EDITED_FILE
• ${command} → $CLAUDE_COMMAND
• ${tool} → $CLAUDE_TOOL

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🐝 Revolutionary Hive-Mind Intelligence

Queen-Led AI Coordination

Claude-Flow v2.0.0 introduces groundbreaking hive-mind architecture where a Queen AI coordinates specialized worker agents in perfect harmony.

# Deploy intelligent swarm coordination
npx claude-flow@alpha swarm "Build a full-stack application" --strategy development

# Launch hive-mind with specific specializations
npx claude-flow@alpha hive-mind spawn "Create microservices architecture" --agents 8 --claude

🤖 Intelligent Agent Types

• 👑 Queen Agent: Master coordinator and decision maker
• 🏗️ Architect Agents: System design and technical architecture
• 💻 Coder Agents: Implementation and development
• 🧪 Tester Agents: Quality assurance and validation
• 📊 Analyst Agents: Data analysis and insights
• 🔍 Researcher Agents: Information gathering and analysis
• 🛡️ Security Agents: Security auditing and compliance
• 🚀 DevOps Agents: Deployment and infrastructure

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⚡ 87 Advanced MCP Tools

🧠 Neural & Cognitive Tools

# Neural pattern recognition and training
npx claude-flow@alpha neural train --pattern coordination --epochs 50
npx claude-flow@alpha neural predict --model cognitive-analysis
npx claude-flow@alpha cognitive analyze --behavior "development workflow"

💾 SQLite Memory Systems

# Cross-session memory management with SQLite persistence
npx claude-flow@alpha memory store "project-context" "Full-stack app requirements"
npx claude-flow@alpha memory query "authentication" --namespace sparc
npx claude-flow@alpha memory stats  # Shows 12 specialized tables
npx claude-flow@alpha memory export backup.json --namespace default
npx claude-flow@alpha memory import project-memory.json

🪟 Windows Users: SQLite will automatically fallback to in-memory storage if native modules fail. All features work normally, but data won't persist between sessions. See Windows guide for persistent storage options.

🔄 Workflow Orchestration

# Advanced workflow automation
npx claude-flow@alpha workflow create --name "CI/CD Pipeline" --parallel
npx claude-flow@alpha batch process --items "test,build,deploy" --concurrent
npx claude-flow@alpha pipeline create --config advanced-deployment.json

🧠 Neural Network Capabilities

Cognitive Computing Engine

Powered by 27+ neural models optimized with WASM SIMD acceleration:

# Train coordination patterns
npx claude-flow@alpha neural train --pattern coordination --data "workflow.json"

# Real-time predictions
npx claude-flow@alpha neural predict --model task-optimizer --input "current-state.json"

# Analyze cognitive behavior
npx claude-flow@alpha cognitive analyze --behavior "development-patterns"

Neural Features

• Pattern Recognition: Learns from successful operations
• Adaptive Learning: Improves performance over time
• Transfer Learning: Apply knowledge across domains
• Model Compression: Efficient storage and execution
• Ensemble Models: Combine multiple neural networks
• Explainable AI: Understand decision-making process

🔧 DAA MCP Endpoints

Dynamic Agent Architecture

Complete programmatic control over agent lifecycle and coordination:

# Create specialized agents
npx claude-flow@alpha daa agent-create --type "specialized-researcher" \
  --capabilities "[\"deep-analysis\", \"pattern-recognition\"]" \
  --resources "{\"memory\": 2048, \"compute\": \"high\"}"

# Match capabilities to tasks
npx claude-flow@alpha daa capability-match \
  --task-requirements "[\"security-analysis\", \"performance-optimization\"]"

# Manage agent lifecycle
npx claude-flow@alpha daa lifecycle-manage --agentId "agent-123" --action "scale-up"

DAA Features

• Resource Allocation: Dynamic CPU/memory management
• Inter-Agent Communication: Message passing and coordination
• Consensus Mechanisms: Democratic decision making
• Fault Tolerance: Self-healing with automatic recovery
• Performance Optimization: Real-time bottleneck resolution

MCP Tool Categories

🐝 Swarm Orchestration (15 tools)

• swarm_init, agent_spawn, task_orchestrate
• swarm_monitor, topology_optimize, load_balance
• coordination_sync, swarm_scale, swarm_destroy

🧠 Neural & Cognitive (12 tools)

• neural_train, neural_predict, pattern_recognize
• cognitive_analyze, learning_adapt, neural_compress
• ensemble_create, transfer_learn, neural_explain

💾 Memory Management (10 tools)

• memory_usage, memory_search, memory_persist
• memory_namespace, memory_backup, memory_restore
• memory_compress, memory_sync, memory_analytics
• SQLite Backend: Persistent .swarm/memory.db with 12 specialized tables

📊 Performance & Monitoring (10 tools)

• performance_report, bottleneck_analyze, token_usage
• benchmark_run, metrics_collect, trend_analysis
• health_check, diagnostic_run, usage_stats

🔄 Workflow Automation (10 tools)

• workflow_create, workflow_execute, workflow_export
• automation_setup, pipeline_create, scheduler_manage
• trigger_setup, batch_process, parallel_execute

📦 GitHub Integration (6 tools)

• github_repo_analyze, github_pr_manage, github_issue_track
• github_release_coord, github_workflow_auto, github_code_review

🤖 Dynamic Agents (6 tools)

• daa_agent_create, daa_capability_match, daa_resource_alloc
• daa_lifecycle_manage, daa_communication, daa_consensus

🛡️ System & Security (8 tools)

• security_scan, backup_create, restore_system
• config_manage, features_detect, log_analysis

📊 GitHub Integration

# GitHub workflow orchestration and coordination
npx claude-flow@alpha github gh-coordinator analyze --analysis-type security
npx claude-flow@alpha github pr-manager review --multi-reviewer --ai-powered
npx claude-flow@alpha github release-manager coord --version 2.0.0 --auto-changelog
npx claude-flow@alpha github repo-architect optimize --structure-analysis
npx claude-flow@alpha github issue-tracker manage --project-coordination
npx claude-flow@alpha github sync-coordinator align --multi-package

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🛡️ Seamless Claude Code Integration

Auto-MCP Server Setup

v2.0.0 Alpha automatically configures MCP servers for seamless Claude Code integration:

# Automatic MCP integration (happens during init)
✅ claude-flow MCP server configured
✅ ruv-swarm MCP server configured  
✅ 87 tools available in Claude Code
✅ --dangerously-skip-permissions set as default

Enhanced SPARC Workflows

# Advanced SPARC development with neural enhancement
npx claude-flow@alpha sparc mode --type "neural-tdd" --auto-learn
npx claude-flow@alpha sparc workflow --phases "all" --ai-guided --memory-enhanced

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🧠 Cognitive Computing Features

🎯 Neural Pattern Recognition

• 27+ Cognitive Models: Adaptive learning from successful operations
• Pattern Analysis: Real-time behavior analysis and optimization
• Decision Tracking: Complete audit trail of AI decisions
• Performance Learning: Continuous improvement from past executions

🔄 Self-Healing Systems

# Automatic error recovery and optimization
npx claude-flow@alpha health check --components all --auto-heal
npx claude-flow@alpha fault tolerance --strategy retry-with-learning
npx claude-flow@alpha bottleneck analyze --auto-optimize

💾 Advanced Memory Architecture

• SQLite Persistence: Robust .swarm/memory.db storage with 12 specialized tables
• Cross-Session Persistence: Remember context across Claude Code sessions
• Namespace Management: Organized memory with hierarchical access
• Enhanced Schema: Agent interactions, training data, performance metrics, and more
• Memory Compression: Efficient storage of large coordination contexts
• Distributed Sync: Share memory across multiple AI instances

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📊 Performance Metrics

🏆 Industry-Leading Results

• ✅ 84.8% SWE-Bench Solve Rate: Superior problem-solving through hive-mind coordination
• ✅ 32.3% Token Reduction: Efficient task breakdown reduces costs significantly
• ✅ 2.8-4.4x Speed Improvement: Parallel coordination maximizes throughput
• ✅ 87 MCP Tools: Most comprehensive AI tool suite available
• ✅ Zero-Config Setup: Automatic MCP integration with Claude Code

🚀 Available Capabilities

# Check memory system performance
npx claude-flow@alpha memory stats
npx claude-flow@alpha memory list

# Test GitHub coordination modes
npx claude-flow@alpha github gh-coordinator --help
npx claude-flow@alpha github pr-manager --help

# Workflow orchestration
npx claude-flow@alpha workflow create --name "Development Pipeline" --parallel

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🎮 Advanced Usage Examples

🏗️ Full-Stack Development

# Deploy complete development swarm
npx claude-flow@alpha hive-mind spawn "Build e-commerce platform with React, Node.js, and PostgreSQL" \
  --agents 10 \
  --strategy parallel \
  --memory-namespace ecommerce

# Monitor progress in real-time
npx claude-flow@alpha swarm monitor --dashboard --real-time

🔬 Research & Analysis

# Deploy research swarm with neural enhancement
npx claude-flow@alpha swarm "Research AI safety in autonomous systems" \
  --strategy research \
  --neural-patterns enabled \
  --memory-compression high

# Analyze results with cognitive computing
npx claude-flow@alpha cognitive analyze --target research-results

🛡️ Security & Compliance

# Automated security analysis with AI coordination
npx claude-flow@alpha github gh-coordinator analyze --analysis-type security --target ./src
npx claude-flow@alpha github repo-architect optimize --security-focused --compliance SOC2
npx claude-flow@alpha hive-mind spawn "security audit and compliance review" --claude

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🏗️ Alpha Architecture Overview

🐝 Hive-Mind Coordination Layer

┌─────────────────────────────────────────────────────────┐
│                    👑 Queen Agent                       │
│              (Master Coordinator)                      │
├─────────────────────────────────────────────────────────┤
│  🏗️ Architect │ 💻 Coder │ 🧪 Tester │ 🔍 Research │ 🛡️ Security │
│      Agent    │   Agent  │   Agent   │    Agent    │    Agent    │
├─────────────────────────────────────────────────────────┤
│           🧠 Neural Pattern Recognition Layer           │
├─────────────────────────────────────────────────────────┤
│              💾 Distributed Memory System               │
├─────────────────────────────────────────────────────────┤
│            ⚡ 87 MCP Tools Integration Layer            │
├─────────────────────────────────────────────────────────┤
│              🛡️ Claude Code Integration                 │
└─────────────────────────────────────────────────────────┘

🔄 Coordination Strategies

• Hierarchical: Queen-led with specialized worker agents
• Mesh: Peer-to-peer coordination for complex tasks
• Hybrid: Dynamic strategy selection based on task complexity
• Neural-Enhanced: AI-optimized coordination patterns

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🛠️ Alpha Installation & Setup

🚀 Quick Alpha Installation

# Global installation (recommended for testing)
npm install -g claude-flow@alpha

# Or use NPX for instant testing
npx claude-flow@alpha init --force

# Verify installation
claude-flow --version  # Should show 2.0.0-alpha.53

🔧 Enhanced Configuration

# Initialize with full alpha features
npx claude-flow@alpha init --force --hive-mind --neural-enhanced

# Configure Claude Code integration
npx claude-flow@alpha mcp setup --auto-permissions --87-tools

# Test hive-mind coordination
npx claude-flow@alpha hive-mind test --agents 5 --coordination-test

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📋 Alpha Command Reference

For complete command documentation, run:

npx claude-flow@alpha --help          # Main help
npx claude-flow@alpha help <command>  # Detailed command help

Key Commands:

• Hive-Mind: hive-mind wizard, hive-mind spawn, hive-mind status
• Neural: neural train, neural predict, cognitive analyze
• Memory: memory store, memory query, memory stats, memory export/import
• GitHub: github <mode> (6 specialized modes available)
• Workflows: workflow create, batch process, pipeline create

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📚 Additional Documentation

Core Documentation

• Complete API Reference - Comprehensive API documentation
• CLI Commands Guide - All command-line options
• Architecture Overview - System design and internals
• Examples Directory - Code examples and demos

New Features (v2.0.0)

• 🔒 Git Checkpoint System - Automatic Git checkpoints for Claude Code sessions
• 📊 Real Performance Tracking - Actual metrics collection and analysis
• 🪟 Windows Installation - Special instructions for Windows users

Integration Guides

• MCP Server Setup - Model Context Protocol configuration
• Claude Code Integration - Enhanced AI workflows
• GitHub Workflows - Repository automation

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📄 License

MIT License - see LICENSE for details.

Alpha Disclaimer: This is an alpha release intended for testing and feedback. Use in production environments is not recommended.

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🎉 Alpha Credits

• 🧠 Hive-Mind Architecture: Inspired by natural swarm intelligence
• ⚡ Neural Computing: Advanced AI coordination patterns
• 🛡️ Claude Code Integration: Seamless AI development workflow
• 🚀 Performance Optimization: 2.8-4.4x speed improvements through parallel coordination

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🚀 Ready to experience the future of AI development?

npx claude-flow@alpha init --force

Join the alpha testing revolution!

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v2.0.0 Alpha - The Future of AI Orchestration