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Readme
๐ Claude-Flow v2.0.0 Alpha: Revolutionary AI Orchestration Platform
๐ 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.
๐ฏ Key Features
- ๐ Hive-Mind Intelligence: Queen-led AI coordination with specialized worker agents
- ๐ง Neural Networks: 27+ cognitive models with WASM SIMD acceleration
- ๐ง 87 MCP Tools: Comprehensive toolkit for swarm orchestration, memory, and automation
- ๐ Dynamic Agent Architecture (DAA): Self-organizing agents with fault tolerance
- ๐พ SQLite Memory System: Persistent
.swarm/memory.dbwith 12 specialized tables - ๐ช Advanced Hooks System: Automated workflows with pre/post operation hooks
- ๐ GitHub Integration: 6 specialized modes for repository management
- โก Performance: 84.8% SWE-Bench solve rate, 2.8-4.4x speed improvement
๐ฅ Revolutionary AI Coordination: Build faster, smarter, and more efficiently with AI-powered development orchestration
โก Try v2.0.0 Alpha in 4 Commands
๐ Prerequisites
โ ๏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-permissions๐ฏ 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" --claude๐ค 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.
๐ฏ 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:
๐ 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-session๐๏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-xxxxx๐ 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-session๐ค 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 |
๐ 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)๐ 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-xxxxx๐ช 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 & hooksAvailable Hooks
Pre-Operation Hooks
pre-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-Operation Hooks
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 Hooks
session-start: Restores previous context automaticallysession-end: Generates summaries and persists statesession-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:
- Automatic Triggering: Hooks fire automatically during Claude Code operations
- Context Awareness: Each hook receives relevant context (file paths, commands, etc.)
- Non-Blocking: Hooks run asynchronously to maintain performance
- 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-stateFixing 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 --testThis command automatically transforms legacy variable syntax to working environment variables:
${file}โ$CLAUDE_EDITED_FILE${command}โ$CLAUDE_COMMAND${tool}โ$CLAUDE_TOOL
๐ 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 --claude๐ค Intelligent Agent Types
- ๐ Queen Agent: Master coordinator and decision maker
- ๐๏ธ Architect Agents: System design and technical architecture
- ๐ป Coder Agents: Implementation and development
- ๐งช Tester Agents: Quality assurance and validation
- ๐ Analyst Agents: Data analysis and insights
- ๐ Researcher Agents: Information gathering and analysis
- ๐ก๏ธ Security Agents: Security auditing and compliance
- ๐ DevOps Agents: Deployment and infrastructure
โก 87 Advanced MCP Tools
๐ง 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"๐พ 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.json๐ 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.json๐ง 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
๐ง 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
๐ Swarm Orchestration (15 tools)
swarm_init,agent_spawn,task_orchestrateswarm_monitor,topology_optimize,load_balancecoordination_sync,swarm_scale,swarm_destroy
๐ง Neural & Cognitive (12 tools)
neural_train,neural_predict,pattern_recognizecognitive_analyze,learning_adapt,neural_compressensemble_create,transfer_learn,neural_explain
๐พ Memory Management (10 tools)
memory_usage,memory_search,memory_persistmemory_namespace,memory_backup,memory_restorememory_compress,memory_sync,memory_analytics- SQLite Backend: Persistent
.swarm/memory.dbwith 12 specialized tables
๐ Performance & Monitoring (10 tools)
performance_report,bottleneck_analyze,token_usagebenchmark_run,metrics_collect,trend_analysishealth_check,diagnostic_run,usage_stats
๐ Workflow Automation (10 tools)
workflow_create,workflow_execute,workflow_exportautomation_setup,pipeline_create,scheduler_managetrigger_setup,batch_process,parallel_execute
๐ฆ GitHub Integration (6 tools)
github_repo_analyze,github_pr_manage,github_issue_trackgithub_release_coord,github_workflow_auto,github_code_review
๐ค Dynamic Agents (6 tools)
daa_agent_create,daa_capability_match,daa_resource_allocdaa_lifecycle_manage,daa_communication,daa_consensus
๐ก๏ธ System & Security (8 tools)
security_scan,backup_create,restore_systemconfig_manage,features_detect,log_analysis
๐ 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-package๐ก๏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)
โ
claude-flow MCP server configured
โ
ruv-swarm MCP server configured
โ
87 tools available in Claude Code
โ
--dangerously-skip-permissions set as defaultEnhanced 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-enhanced๐ง Cognitive Computing Features
๐ฏ 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
๐ 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-optimize๐พ Advanced Memory Architecture
- SQLite Persistence: Robust
.swarm/memory.dbstorage 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
๐ Performance Metrics
๐ Industry-Leading Results
- โ 84.8% SWE-Bench Solve Rate: Superior problem-solving through hive-mind coordination
- โ 32.3% Token Reduction: Efficient task breakdown reduces costs significantly
- โ 2.8-4.4x Speed Improvement: Parallel coordination maximizes throughput
- โ 87 MCP Tools: Most comprehensive AI tool suite available
- โ Zero-Config Setup: Automatic MCP integration with Claude Code
๐ 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" --parallel๐ฎ Advanced Usage Examples
๐๏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-time๐ฌ 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-results๐ก๏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" --claude๐๏ธ Alpha Architecture Overview
๐ Hive-Mind Coordination Layer
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ ๐ Queen Agent โ
โ (Master Coordinator) โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐๏ธ Architect โ ๐ป Coder โ ๐งช Tester โ ๐ Research โ ๐ก๏ธ Security โ
โ Agent โ Agent โ Agent โ Agent โ Agent โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐ง Neural Pattern Recognition Layer โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐พ Distributed Memory System โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ โก 87 MCP Tools Integration Layer โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐ก๏ธ Claude Code Integration โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ๐ 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
๐ ๏ธ Alpha Installation & Setup
๐ 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.53๐ง 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-test๐ Alpha Command Reference
For complete command documentation, run:
npx claude-flow@alpha --help # Main help
npx claude-flow@alpha help <command> # Detailed command helpKey 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
๐งช Alpha Testing & Development
๐ Bug Reports & Feedback
Found issues with the alpha? We want to hear from you!
- ๐ Report Bugs: GitHub Issues
- ๐ก Feature Requests: Use the "Alpha Feedback" label
- ๐ ๏ธ Development: Check the
claude-flow-v2.0.0branch - ๐ Alpha Testing: Join our alpha testing program
๐ฌ 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" --parallel๐ 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 --help๐ Roadmap to Stable v2.0.0
๐ฏ Alpha Phase (Current)
- โ Hive-mind coordination system
- โ 87 MCP tools integration
- โ Neural pattern recognition
- โ Distributed memory architecture
- โ Auto-MCP setup for Claude Code
๐ Beta Phase (Coming Soon)
- ๐ Enhanced swarm intelligence algorithms
- ๐ Advanced cognitive computing features
- ๐ Enterprise security and compliance
- ๐ Multi-cloud deployment automation
- ๐ Real-time collaboration features
๐ Stable v2.0.0 (Q2 2025)
- ๐ฏ Production-ready hive-mind orchestration
- ๐ฏ Complete neural computing suite
- ๐ฏ Enterprise-grade security and monitoring
- ๐ฏ Comprehensive documentation and tutorials
- ๐ฏ Professional support and training
๐ค Contributing to Alpha
๐ ๏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:alpha๐ฌ 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
๐ก๏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:
๐ 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": []
}
}๐ 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
๐ก๏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-permissions2. 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 SOC24. Real-Time Threat Detection
- Pattern recognition for anomalous behavior
- Automatic agent suspension on security violations
- Neural network-based threat prediction
- Self-healing security responses
๐ 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 enabled๐จ Safety Guardrails
Automatic Safety Checks
- Code Injection Prevention: Sanitizes all inputs
- Path Traversal Protection: Validates file operations
- Command Injection Blocking: Secure command execution
- 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-state๐ 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 --configure๐ง 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
๐ก๏ธ Defense-in-Depth Architecture
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ ๐ Security Gateway โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐ก๏ธ Hook Validation โ ๐ Permission Layer โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐จ Threat Detection & Response โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐ Encrypted Communication โ ๐ Audit Logging โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ ๐ Isolated Agent Sandboxes โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ 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
๐ 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.
๐ Alpha Credits
- ๐ง Hive-Mind Architecture: Inspired by natural swarm intelligence
- โก Neural Computing: Advanced AI coordination patterns
- ๐ก๏ธ Claude Code Integration: Seamless AI development workflow
- ๐ Performance Optimization: 2.8-4.4x speed improvements through parallel coordination
๐ Ready to experience the future of AI development?
npx claude-flow@alpha init --forceJoin the alpha testing revolution!
Star History
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v2.0.0 Alpha - The Future of AI Orchestration