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2.0.0-alpha.61
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Enterprise-grade AI agent orchestration with ruv-swarm integration (Alpha Release)

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    Readme

    ๐ŸŒŠ Claude-Flow v2.0.0 Alpha: Revolutionary AI Orchestration Platform

    ๐ŸŒŸ Star on GitHub ๐Ÿ“ฆ Alpha Release โšก Claude Code ๐Ÿ›๏ธ Agentics Foundation ๐Ÿ Hive-Mind ๐Ÿง  Neural ๐Ÿ›ก๏ธ MIT License


    ๐ŸŒŸ Overview

    Claude-Flow v2 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.

    ๐ŸŽฏ Key Features

    • ๐Ÿ Hive-Mind Intelligence: Queen-led AI coordination with specialized worker agents
    • ๐Ÿง  Neural Networks: 27+ cognitive models with WASM SIMD acceleration
    • ๐Ÿ”ง 87 MCP Tools: Comprehensive toolkit for swarm orchestration, memory, and automation
    • ๐Ÿ”„ Dynamic Agent Architecture (DAA): Self-organizing agents with fault tolerance
    • ๐Ÿ’พ SQLite Memory System: Persistent .swarm/memory.db with 12 specialized tables
    • ๐Ÿช Advanced Hooks System: Automated workflows with pre/post operation hooks
    • ๐Ÿ“Š GitHub Integration: 6 specialized modes for repository management
    • โšก Performance: 84.8% SWE-Bench solve rate, 2.8-4.4x speed improvement

    ๐Ÿ”ฅ Revolutionary AI Coordination: Build faster, smarter, and more efficiently with AI-powered development orchestration

    โšก Try v2.0.0 Alpha in 4 Commands

    ๐Ÿ“‹ Prerequisites

    โš ๏ธ IMPORTANT: Claude Code must be installed first:

    # 1. Install Claude Code globally
    npm install -g @anthropic-ai/claude-code
    
    # 2. Activate Claude Code with permissions
    claude --dangerously-skip-permissions

    ๐ŸŽฏ 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

    ๐Ÿค” 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.

    ๐ŸŽฏ 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:

    ๐Ÿš€ 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

    ๐Ÿ—๏ธ 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

    ๐Ÿ” 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

    ๐Ÿค” 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

    ๐Ÿ“ 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)

    ๐Ÿ”„ 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

    ๐Ÿช 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} โ†’ $CLAUDE_EDITED_FILE
    • ${command} โ†’ $CLAUDE_COMMAND
    • ${tool} โ†’ $CLAUDE_TOOL

    ๐Ÿ 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 --claude
    
    # Launch hive-mind with specific specializations
    npx claude-flow@alpha hive-mind spawn "Create microservices architecture" --agents 8 --claude

    ๐Ÿค– Intelligent Agent Types

    • ๐Ÿ‘‘ Queen Agent: Master coordinator and decision maker
    • ๐Ÿ—๏ธ Architect Agents: System design and technical architecture
    • ๐Ÿ’ป Coder Agents: Implementation and development
    • ๐Ÿงช Tester Agents: Quality assurance and validation
    • ๐Ÿ“Š Analyst Agents: Data analysis and insights
    • ๐Ÿ” Researcher Agents: Information gathering and analysis
    • ๐Ÿ›ก๏ธ Security Agents: Security auditing and compliance
    • ๐Ÿš€ DevOps Agents: Deployment and infrastructure

    โšก 87 Advanced MCP Tools

    ๐Ÿง  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"

    ๐Ÿ’พ 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

    ๐Ÿ”„ 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

    ๐Ÿง  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

    ๐Ÿ”ง 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

    ๐Ÿ Swarm Orchestration (15 tools)

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

    ๐Ÿง  Neural & Cognitive (12 tools)

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

    ๐Ÿ’พ 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

    ๐Ÿ“Š Performance & Monitoring (10 tools)

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

    ๐Ÿ”„ Workflow Automation (10 tools)

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

    ๐Ÿ“ฆ GitHub Integration (6 tools)

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

    ๐Ÿค– Dynamic Agents (6 tools)

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

    ๐Ÿ›ก๏ธ System & Security (8 tools)

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

    ๐Ÿ“Š 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

    ๐Ÿ›ก๏ธ 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)
    โœ… claude-flow MCP server configured
    โœ… ruv-swarm MCP server configured  
    โœ… 87 tools available in Claude Code
    โœ… --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

    ๐Ÿง  Cognitive Computing Features

    ๐ŸŽฏ 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

    ๐Ÿ”„ 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

    ๐Ÿ’พ 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

    ๐Ÿ“Š Performance Metrics

    ๐Ÿ† Industry-Leading Results

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

    ๐Ÿš€ 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

    ๐ŸŽฎ Advanced Usage Examples

    ๐Ÿ—๏ธ 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 \
      --claude
    
    # Monitor progress in real-time
    npx claude-flow@alpha swarm monitor --dashboard --real-time

    ๐Ÿ”ฌ 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 \
      --claude
    
    # Analyze results with cognitive computing
    npx claude-flow@alpha cognitive analyze --target research-results

    ๐Ÿ›ก๏ธ 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

    ๐Ÿ—๏ธ Alpha Architecture Overview

    ๐Ÿ Hive-Mind Coordination Layer

    โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
    โ”‚                    ๐Ÿ‘‘ Queen Agent                       โ”‚
    โ”‚              (Master Coordinator)                      โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚  ๐Ÿ—๏ธ Architect โ”‚ ๐Ÿ’ป Coder โ”‚ ๐Ÿงช Tester โ”‚ ๐Ÿ” Research โ”‚ ๐Ÿ›ก๏ธ Security โ”‚
    โ”‚      Agent    โ”‚   Agent  โ”‚   Agent   โ”‚    Agent    โ”‚    Agent    โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚           ๐Ÿง  Neural Pattern Recognition Layer           โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚              ๐Ÿ’พ Distributed Memory System               โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚            โšก 87 MCP Tools Integration Layer            โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚              ๐Ÿ›ก๏ธ Claude Code Integration                 โ”‚
    โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

    ๐Ÿ”„ 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

    ๐Ÿ› ๏ธ Alpha Installation & Setup

    ๐Ÿš€ 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

    ๐Ÿ”ง 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

    ๐Ÿ“‹ 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

    ๐Ÿงช Alpha Testing & Development

    ๐Ÿ› Bug Reports & Feedback

    Found issues with the alpha? We want to hear from you!

    • ๐Ÿ› Report Bugs: GitHub Issues
    • ๐Ÿ’ก Feature Requests: Use the "Alpha Feedback" label
    • ๐Ÿ› ๏ธ Development: Check the claude-flow-v2.0.0 branch
    • ๐Ÿ“‹ Alpha Testing: Join our alpha testing program

    ๐Ÿ”ฌ Testing the Alpha

    # 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

    ๐Ÿ“Š Alpha Metrics Dashboard

    # 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

    ๐Ÿš€ Roadmap to Stable v2.0.0

    ๐ŸŽฏ Alpha Phase (Current)

    • โœ… Hive-mind coordination system
    • โœ… 87 MCP tools integration
    • โœ… Neural pattern recognition
    • โœ… Distributed memory architecture
    • โœ… Auto-MCP setup for Claude Code

    ๐Ÿ”„ Beta Phase (Coming Soon)

    • ๐Ÿ”œ Enhanced swarm intelligence algorithms
    • ๐Ÿ”œ Advanced cognitive computing features
    • ๐Ÿ”œ Enterprise security and compliance
    • ๐Ÿ”œ Multi-cloud deployment automation
    • ๐Ÿ”œ Real-time collaboration features

    ๐Ÿ† Stable v2.0.0 (Q2 2025)

    • ๐ŸŽฏ Production-ready hive-mind orchestration
    • ๐ŸŽฏ Complete neural computing suite
    • ๐ŸŽฏ Enterprise-grade security and monitoring
    • ๐ŸŽฏ Comprehensive documentation and tutorials
    • ๐ŸŽฏ Professional support and training

    ๐Ÿค Contributing to Alpha

    ๐Ÿ› ๏ธ Alpha Development Setup

    # Clone the alpha development branch
    git clone https://github.com/ruvnet/claude-flow.git
    cd claude-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

    ๐Ÿ”ฌ Alpha Testing Guidelines

    • 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

    ๐Ÿ›ก๏ธ Enhanced Safety & Security Features

    Enterprise-Grade Security in v2.0.0 Alpha

    Claude-Flow v2.0.0 introduces revolutionary safety features that ensure secure, reliable AI orchestration at scale:

    ๐Ÿ” Auto-Configured MCP Permissions

    # Automatic settings.local.json creation during init
    # Pre-approves trusted MCP tools - no more permission prompts!
    {
      "permissions": {
        "allow": [
          "mcp__ruv-swarm",
          "mcp__claude-flow"
        ],
        "deny": []
      }
    }

    ๐ŸŒ Quantum-Resistant Security Architecture

    • QuDag Networks: Future-proof encryption for global communications
    • Byzantine Fault Tolerance: Consensus protocols prevent malicious agents
    • Zero-Trust Agent Communication: Every inter-agent message is validated
    • Encrypted Memory Storage: Cross-session persistence with AES-256 encryption

    ๐Ÿ›ก๏ธ Multi-Layer Safety Mechanisms

    1. Hook-Based Validation System
    # Pre-execution safety checks
    npx claude-flow hooks pre-command --validate-security
    npx claude-flow hooks pre-edit --check-permissions
    2. Agent Isolation & Sandboxing
    • Each agent runs in isolated context
    • Resource limits prevent runaway processes
    • Automatic timeout on long-running operations
    • Memory usage caps per agent
    3. Audit Trail & Compliance
    # Complete audit logging
    npx claude-flow security audit --full-trace
    npx claude-flow security compliance --standard SOC2
    4. Real-Time Threat Detection
    • Pattern recognition for anomalous behavior
    • Automatic agent suspension on security violations
    • Neural network-based threat prediction
    • Self-healing security responses

    ๐Ÿ”’ Secure Communication Protocols

    Cross-Boundary Security
    • End-to-end encryption for all agent communications
    • <1ms latency with full encryption
    • Secure WebSocket connections with TLS 1.3
    • Certificate pinning for MCP servers
    DAA Security Features
    # Secure agent creation with resource limits
    npx claude-flow daa agent-create \
      --security-level high \
      --resource-limits "cpu:50%,memory:2GB" \
      --sandbox enabled

    ๐Ÿšจ Safety Guardrails

    Automatic Safety Checks
    1. Code Injection Prevention: Sanitizes all inputs
    2. Path Traversal Protection: Validates file operations
    3. Command Injection Blocking: Secure command execution
    4. Memory Overflow Protection: Prevents buffer attacks
    Rollback & Recovery
    # Instant rollback on security issues
    npx claude-flow init --rollback --security-breach
    npx claude-flow recovery --point last-safe-state

    ๐Ÿ“Š Security Monitoring Dashboard

    # Real-time security monitoring
    npx claude-flow security monitor --dashboard
    npx claude-flow security scan --deep --report
    
    # Security metrics and alerts
    npx claude-flow security metrics --last-24h
    npx claude-flow security alerts --configure

    ๐Ÿ”ง Auto-Configured Security

    Claude-Flow v2.0.0 Alpha automatically configures secure defaults:

    • Agent isolation and resource limits
    • Encrypted memory storage with AES-256
    • Complete audit logging for all operations
    • Neural threat detection and prevention
    • Auto-approved MCP permissions for trusted tools

    ๐Ÿ›ก๏ธ Defense-in-Depth Architecture

    โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
    โ”‚                 ๐Ÿ” Security Gateway                     โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚     ๐Ÿ›ก๏ธ Hook Validation โ”‚ ๐Ÿ”’ Permission Layer            โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚          ๐Ÿšจ Threat Detection & Response                 โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚     ๐Ÿ” Encrypted Communication โ”‚ ๐Ÿ“Š Audit Logging       โ”‚
    โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
    โ”‚            ๐Ÿ Isolated Agent Sandboxes                  โ”‚
    โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

    โœ… Security Best Practices

    • Regular security scans with npx claude-flow security scan
    • Enable audit logging for production environments
    • Use high security level for sensitive operations
    • Configure resource limits for all agents
    • Regular backup and recovery testing

    ๐Ÿ“„ 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.


    ๐ŸŽ‰ Alpha Credits

    • ๐Ÿง  Hive-Mind Architecture: Inspired by natural swarm intelligence
    • โšก Neural Computing: Advanced AI coordination patterns
    • ๐Ÿ›ก๏ธ Claude Code Integration: Seamless AI development workflow
    • ๐Ÿš€ Performance Optimization: 2.8-4.4x speed improvements through parallel coordination

    ๐Ÿš€ Ready to experience the future of AI development?

    npx claude-flow@alpha init --force

    Join the alpha testing revolution!

    GitHub NPM Alpha Discord


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    v2.0.0 Alpha - The Future of AI Orchestration