Major changes: - Organized Python v1 implementation into v1/ subdirectory - Created Rust workspace with 9 modular crates: - wifi-densepose-core: Core types, traits, errors - wifi-densepose-signal: CSI processing, phase sanitization, FFT - wifi-densepose-nn: Neural network inference (ONNX/Candle/tch) - wifi-densepose-api: Axum-based REST/WebSocket API - wifi-densepose-db: SQLx database layer - wifi-densepose-config: Configuration management - wifi-densepose-hardware: Hardware abstraction - wifi-densepose-wasm: WebAssembly bindings - wifi-densepose-cli: Command-line interface Documentation: - ADR-001: Workspace structure - ADR-002: Signal processing library selection - ADR-003: Neural network inference strategy - DDD domain model with bounded contexts Testing: - 69 tests passing across all crates - Signal processing: 45 tests - Neural networks: 21 tests - Core: 3 doc tests Performance targets: - 10x faster CSI processing (~0.5ms vs ~5ms) - 5x lower memory usage (~100MB vs ~500MB) - WASM support for browser deployment
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2.8 KiB
name, description
| name | description |
|---|---|
| claude-flow-memory | Interact with Claude-Flow memory system |
🧠 Claude-Flow Memory System
The memory system provides persistent storage for cross-session and cross-agent collaboration with CRDT-based conflict resolution.
Store Information
# Store with default namespace
./claude-flow memory store "key" "value"
# Store with specific namespace
./claude-flow memory store "architecture_decisions" "microservices with API gateway" --namespace arch
Query Memory
# Search across all namespaces
./claude-flow memory query "authentication"
# Search with filters
./claude-flow memory query "API design" --namespace arch --limit 10
Memory Statistics
# Show overall statistics
./claude-flow memory stats
# Show namespace-specific stats
./claude-flow memory stats --namespace project
Export/Import
# Export all memory
./claude-flow memory export full-backup.json
# Export specific namespace
./claude-flow memory export project-backup.json --namespace project
# Import memory
./claude-flow memory import backup.json
Cleanup Operations
# Clean entries older than 30 days
./claude-flow memory cleanup --days 30
# Clean specific namespace
./claude-flow memory cleanup --namespace temp --days 7
🗂️ Namespaces
- default - General storage
- agents - Agent-specific data and state
- tasks - Task information and results
- sessions - Session history and context
- swarm - Swarm coordination and objectives
- project - Project-specific context
- spec - Requirements and specifications
- arch - Architecture decisions
- impl - Implementation notes
- test - Test results and coverage
- debug - Debug logs and fixes
🎯 Best Practices
Naming Conventions
- Use descriptive, searchable keys
- Include timestamp for time-sensitive data
- Prefix with component name for clarity
Organization
- Use namespaces to categorize data
- Store related data together
- Keep values concise but complete
Maintenance
- Regular backups with export
- Clean old data periodically
- Monitor storage statistics
- Compress large values
Examples
Store SPARC context:
./claude-flow memory store "spec_auth_requirements" "OAuth2 + JWT with refresh tokens" --namespace spec
./claude-flow memory store "arch_api_design" "RESTful microservices with GraphQL gateway" --namespace arch
./claude-flow memory store "test_coverage_auth" "95% coverage, all tests passing" --namespace test
Query project decisions:
./claude-flow memory query "authentication" --namespace arch --limit 5
./claude-flow memory query "test results" --namespace test
Backup project memory:
./claude-flow memory export project-$(date +%Y%m%d).json --namespace project