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Claude-Flow v2.7 is an enterprise-grade AI orchestration platform that combines hive-mind swarm intelligence, persistent memory, and 100+ advanced MCP tools to revolutionize AI-powered development workflows.
š„ Revolutionary AI Coordination: Build faster, smarter, and more efficiently with AI-powered development orchestration
š NEW: AgentDB Integration: 96x-164x performance boost with semantic vector search, reflexion memory, and skill library auto-consolidation
ā ļø 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 claude --dangerously-skip-permissions
# NPX (recommended - always latest) npx claude-flow@alpha init --force npx claude-flow@alpha --help # Or install globally npm install -g claude-flow@alpha claude-flow --version # v2.7.0-alpha.10
Claude-Flow includes 25 specialized skills that activate automatically via natural language - no commands to memorize:
# Just describe what you want - skills activate automatically "Let's pair program on this feature" ā pair-programming skill "Review this PR for security issues" ā github-code-review skill "Use vector search to find similar code" ā agentdb-vector-search skill "Create a swarm to build this API" ā swarm-orchestration skill
Skill Categories:
š Complete Skills Tutorial - Full guide with usage examples
Critical bug fix for semantic search returning 0 results:
retrieveMemories().swarm/memory.db# Semantic search now fully functional npx claude-flow@alpha memory store test "API configuration" --namespace semantic --reasoningbank npx claude-flow@alpha memory query "configuration" --namespace semantic --reasoningbank # ā Found 3 results (semantic search) in 2ms
š Release Notes: v2.7.0-alpha.10
Revolutionary Performance Improvements:
# Semantic vector search (understands meaning, not just keywords) npx claude-flow@alpha memory vector-search "user authentication flow" \ --k 10 --threshold 0.7 --namespace backend # Store with vector embedding for semantic search npx claude-flow@alpha memory store-vector api_design "REST endpoints" \ --namespace backend --metadata '{"version":"v2"}' # Get AgentDB integration status and capabilities npx claude-flow@alpha memory agentdb-info # Installation (hybrid mode - 100% backward compatible) npm install [email protected]
New Features:
Documentation:
docs/agentdb/PRODUCTION_READINESS.md# Store memories with pattern matching npx claude-flow@alpha memory store api_key "REST API configuration" \ --namespace backend --reasoningbank # Query with pattern search (2-3ms latency) npx claude-flow@alpha memory query "API config" \ --namespace backend --reasoningbank # ā Found 3 results (pattern matching) # List all memories npx claude-flow@alpha memory list --namespace backend --reasoningbank # Check status and statistics npx claude-flow@alpha memory status --reasoningbank # ā Total memories: 30 # Embeddings: 30 # Storage: .swarm/memory.db
Features:
Optional Enhanced Embeddings:
# For better semantic accuracy with text-embedding-3-small (1536 dimensions) # Set OPENAI environment variable (see ReasoningBank documentation)
# Quick task execution (recommended) npx claude-flow@alpha swarm "build REST API with authentication" --claude # Multi-agent coordination npx claude-flow@alpha swarm init --topology mesh --max-agents 5 npx claude-flow@alpha swarm spawn researcher "analyze API patterns" npx claude-flow@alpha swarm spawn coder "implement endpoints" npx claude-flow@alpha swarm status
# Initialize hive-mind system npx claude-flow@alpha hive-mind wizard npx claude-flow@alpha hive-mind spawn "build enterprise system" --claude # Session management npx claude-flow@alpha hive-mind status npx claude-flow@alpha hive-mind resume session-xxxxx
When to Use:
| Feature | | |
|---|---|---|
| Best For | Quick tasks | Complex projects |
| Setup | Instant | Interactive wizard |
| Memory | Task-scoped | Project-wide SQLite |
| Sessions | Temporary | Persistent + resume |
# Add Claude Flow MCP server (required) claude mcp add claude-flow npx claude-flow@alpha mcp start # Optional: Enhanced coordination claude mcp add ruv-swarm npx ruv-swarm mcp start # Optional: Cloud features (requires registration) claude mcp add flow-nexus npx flow-nexus@latest mcp start
Core Tools:
swarm_initagent_spawntask_orchestratememory_usagememory_searchneural_statusneural_trainneural_patternsMemory Tools:
mcp__claude-flow__memory_usagemcp__claude-flow__memory_searchGitHub Tools:
github_repo_analyzegithub_pr_managegithub_issue_trackPerformance Tools:
benchmark_runperformance_reportbottleneck_analyzeš Full Reference: MCP Tools Documentation
Claude-Flow automatically configures hooks for enhanced operations:
# Auto-configures hooks during init npx claude-flow@alpha init --force
Pre-Operation:
pre-taskpre-editpre-commandPost-Operation:
post-editpost-taskpost-commandSession Management:
session-startsession-endsession-restore# Initialize once per feature npx claude-flow@alpha init --force npx claude-flow@alpha hive-mind spawn "Implement authentication" --claude # Continue same feature (reuse hive) npx claude-flow@alpha memory query "auth" --recent npx claude-flow@alpha swarm "Add password reset" --continue-session
# Project initialization npx claude-flow@alpha init --force --project-name "my-app" # Feature 1: Authentication npx claude-flow@alpha hive-mind spawn "auth-system" --namespace auth --claude # Feature 2: User management npx claude-flow@alpha hive-mind spawn "user-mgmt" --namespace users --claude
# Start research session npx claude-flow@alpha hive-mind spawn "Research microservices" \ --agents researcher,analyst --claude # Check learned knowledge npx claude-flow@alpha memory stats npx claude-flow@alpha memory query "microservices patterns" --reasoningbank
MIT License - see LICENSE for details
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v2.7.0-alpha.10 - Semantic Search Fixed + ReasoningBank Node.js Backend