Claude-Flow v2.0.0 Alpha is an enterprise-grade AI orchestration platform that revolutionizes 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.
- 🐝 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
- 💾 Distributed Memory: Cross-session persistence with namespace management
- 🪝 Advanced Hooks System: Automated workflows with pre/post operation hooks
- 📊 GitHub Integration: 6 specialized modes for repository management
- ⚡ Performance: 84.8% SWE-Bench solve rate, 2.8-4.4x speed improvement
🔥 Revolutionary AI Coordination: Build faster, smarter, and more efficiently with AI-powered development orchestration
# 1. Initialize with enhanced MCP setup
npx --y claude-flow@alpha init --force
# 2. Explore all revolutionary capabilities
npx --y claude-flow@alpha --help
# 3. Launch the interactive hive-mind wizard
npx --y claude-flow@alpha hive-mind wizard
# 4. Build something amazing with AI coordination
npx claude-flow@alpha hive-mind spawn "build me something amazing" --claudeClaude-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 & hookspre-task: Auto-assigns agents based on task complexitypre-search: Caches searches for improved performancepre-edit: Validates files and prepares resourcespre-command: Security validation before execution
post-edit: Auto-formats code using language-specific toolspost-task: Trains neural patterns from successful operationspost-command: Updates memory with operation contextnotification: Real-time progress updates
session-start: Restores previous context automaticallysession-end: Generates summaries and persists statesession-restore: Loads memory from previous sessions
// .claude/settings.json (auto-configured)
{
"hooks": {
"post-edit": "npx claude-flow@alpha hook post-edit --file {file} --format --memory",
"pre-task": "npx claude-flow@alpha hook pre-task --auto-spawn --optimize-topology",
"session-end": "npx claude-flow@alpha hook session-end --summary --backup"
}
}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"- 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
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"- 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
swarm_init,agent_spawn,task_orchestrateswarm_monitor,topology_optimize,load_balancecoordination_sync,swarm_scale,swarm_destroy
neural_train,neural_predict,pattern_recognizecognitive_analyze,learning_adapt,neural_compressensemble_create,transfer_learn,neural_explain
memory_usage,memory_search,memory_persistmemory_namespace,memory_backup,memory_restorememory_compress,memory_sync,memory_analytics
performance_report,bottleneck_analyze,token_usagebenchmark_run,metrics_collect,trend_analysishealth_check,diagnostic_run,usage_stats
workflow_create,workflow_execute,workflow_exportautomation_setup,pipeline_create,scheduler_managetrigger_setup,batch_process,parallel_execute
github_repo_analyze,github_pr_manage,github_issue_trackgithub_release_coord,github_workflow_auto,github_code_review
daa_agent_create,daa_capability_match,daa_resource_allocdaa_lifecycle_manage,daa_communication,daa_consensus
security_scan,backup_create,restore_systemconfig_manage,features_detect,log_analysis
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 --claude
# Launch hive-mind with specific specializations
npx claude-flow@alpha hive-mind spawn "Create microservices architecture" --agents 8 --claude- 👑 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
# 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"# Cross-session memory management
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
npx claude-flow@alpha memory export backup.json --namespace default
npx claude-flow@alpha memory import project-memory.json# 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# 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-packagev2.0.0 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# 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- 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
# 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- Cross-Session Persistence: Remember context across Claude Code sessions
- Namespace Management: Organized memory with hierarchical access
- Memory Compression: Efficient storage of large coordination contexts
- Distributed Sync: Share memory across multiple AI instances
- ✅ 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
# 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# 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 \
--claude
# Monitor progress in real-time
npx claude-flow@alpha swarm monitor --dashboard --real-time# 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 \
--claude
# Analyze results with cognitive computing
npx claude-flow@alpha cognitive analyze --target research-results# 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┌─────────────────────────────────────────────────────────┐
│ 👑 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 │
└─────────────────────────────────────────────────────────┘
- 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
# 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.x# 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| Command | Description | Example |
|---|---|---|
hive-mind wizard |
Interactive hive setup | npx claude-flow@alpha hive-mind wizard |
hive-mind spawn |
Deploy intelligent swarm | npx claude-flow@alpha hive-mind spawn "task" --claude |
hive-mind status |
Monitor coordination | npx claude-flow@alpha hive-mind status --real-time |
| Command | Description | Example |
|---|---|---|
neural train |
Train coordination patterns | npx claude-flow@alpha neural train --pattern optimization |
neural predict |
AI-powered predictions | npx claude-flow@alpha neural predict --model performance |
cognitive analyze |
Behavior analysis | npx claude-flow@alpha cognitive analyze --workflow dev |
| Command | Description | Example |
|---|---|---|
memory store |
Store key-value pair | npx claude-flow@alpha memory store "context" "data" |
memory query |
Search memory entries | npx claude-flow@alpha memory query "auth" --namespace sparc |
memory stats |
Show memory statistics | npx claude-flow@alpha memory stats |
memory export |
Export memory to file | npx claude-flow@alpha memory export backup.json |
memory import |
Import memory from file | npx claude-flow@alpha memory import project.json |
memory list |
List all namespaces | npx claude-flow@alpha memory list |
| Command | Description | Example |
|---|---|---|
memory stats |
Memory usage statistics | npx claude-flow@alpha memory stats |
workflow create |
Create workflow pipelines | npx claude-flow@alpha workflow create --name "CI/CD" |
github <mode> |
GitHub coordination modes | npx claude-flow@alpha github gh-coordinator |
Found issues with the alpha? We want to hear from you!
- 🐛 Report Bugs: GitHub Issues
- 💡 Feature Requests: Use the "Alpha Feedback" label
- 🛠️ Development: Check the
claude-flow-v2.0.0branch - 📋 Alpha Testing: Join our alpha testing program
# Test available GitHub modes
npx claude-flow@alpha github gh-coordinator --help
npx claude-flow@alpha github pr-manager --help
npx claude-flow@alpha github issue-tracker --help
npx claude-flow@alpha github release-manager --help
npx claude-flow@alpha github repo-architect --help
npx claude-flow@alpha github sync-coordinator --help
# Test memory functionality
npx claude-flow@alpha memory stats
npx claude-flow@alpha memory store "test" "alpha testing data"
npx claude-flow@alpha memory query "test"
# Test workflow execution
npx claude-flow@alpha workflow create --name "Test Pipeline" --parallel# Check memory usage and statistics
npx claude-flow@alpha memory stats
# View available GitHub coordination modes
npx claude-flow@alpha github --help
# Test workflow capabilities
npx claude-flow@alpha workflow --help- ✅ Hive-mind coordination system
- ✅ 87 MCP tools integration
- ✅ Neural pattern recognition
- ✅ Distributed memory architecture
- ✅ Auto-MCP setup for Claude Code
- 🔜 Enhanced swarm intelligence algorithms
- 🔜 Advanced cognitive computing features
- 🔜 Enterprise security and compliance
- 🔜 Multi-cloud deployment automation
- 🔜 Real-time collaboration features
- 🎯 Production-ready hive-mind orchestration
- 🎯 Complete neural computing suite
- 🎯 Enterprise-grade security and monitoring
- 🎯 Comprehensive documentation and tutorials
- 🎯 Professional support and training
# Clone the alpha development branch
git clone https://github.com/ruvnet/claude-code-flow.git
cd claude-code-flow
git checkout claude-flow-v2.0.0
# Install alpha dependencies
npm install
# Build alpha version
npm run build:alpha
# Test alpha features
npm run test:alpha- Focus on hive-mind coordination testing
- Test neural pattern recognition accuracy
- Validate memory system persistence
- Verify Claude Code MCP integration
- Report performance metrics and bottlenecks
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.
- 🧠 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
npx --y claude-flow@alpha init --forceJoin the alpha testing revolution!
Built with ❤️ by rUv | Powered by Revolutionary AI
v2.0.0 Alpha - The Future of AI Orchestration