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Deleted: - DQN::compute_loss_internal (280 lines) — old Candle forward+loss - DQN::train_step (55 lines) — old Candle training step - DQN::compute_gradients (47 lines) — old gradient accumulation - ComputeLossResult struct — only used by deleted functions - RegimeConditionalDQN::train_step (65 lines) — old dispatch - RegimeConditionalDQN::train_step_gpu_regime (100 lines) — old GPU path - RegimeConditionalDQN::compute_gradients_gpu (130 lines) — old regime gradients - RegimeConditionalDQN::compute_gradients (92 lines) — old dispatch - DQNAgentType::train_step dispatch — dead - DQNAgentType::compute_gradients dispatch — dead - GpuDqnTrainer::upload_batch (71 lines) — old CPU→GPU upload - train_step.rs (500 lines) — entire module including ensure_fused_ctx - dqn_benchmark.rs — used old train_step - examples.rs — used old train_step - validation/adapters.rs (289 lines) — used old train_step - dqn/trainable_adapter.rs — used old train_step - gpu_smoketest.rs — tested old train_step - Gradient accumulation path in training_loop.rs (144 lines) - IQN d_h_s2().clone() → raw pointer (zero alloc) - Causal intervention format! string alloc removed - Dead HER relabel functions (320 lines) Kept: - ensure_fused_ctx logic inlined into training_loop.rs - set_noise_sigma_scale re-added to RegimeConditionalDQN Fixed: - GpuReplayBuffer max_batch_size wired from batch_size parameter (was hardcoded 1024, blocking batch_size=8192) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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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