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Agent Orchestration
Command

/session-memory

Maintain context and learnings across Claude Code sessions for continuous improvement.

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ruflo
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Command definition

session-memory.md

Cross-Session Memory

Purpose

Maintain context and learnings across Claude Code sessions for continuous improvement.

Memory Features

1. Automatic State Persistence

At session end, automatically saves:

  • Active agents and specializations
  • Task history and patterns
  • Performance metrics
  • Neural network weights
  • Knowledge base updates

2. Session Restoration

// Using MCP tools for memory operations
mcp__claude-flow__memory_usage({
  "action": "retrieve",
  "key": "session-state",
  "namespace": "sessions"
})

// Restore swarm state
mcp__claude-flow__context_restore({
  "snapshotId": "sess-123"
})

**Fallback with npx:**

npx claude-flow hook session-restore --session-id "sess-123"

3. Memory Types

**Project Memory:**

  • File relationships
  • Common edit patterns
  • Testing approaches
  • Build configurations

**Agent Memory:**

  • Specialization levels
  • Task success rates
  • Optimization strategies
  • Error patterns

**Performance Memory:**

  • Bottleneck history
  • Optimization results
  • Token usage patterns
  • Efficiency trends

4. Privacy & Control

// List memory contents
mcp__claude-flow__memory_usage({
  "action": "list",
  "namespace": "sessions"
})

// Delete specific memory
mcp__claude-flow__memory_usage({
  "action": "delete",
  "key": "session-123",
  "namespace": "sessions"
})

// Backup memory
mcp__claude-flow__memory_backup({
  "path": "./backups/memory-backup.json"
})

**Manual control:**

# View stored memory
ls .claude-flow/memory/

# Disable memory
export CLAUDE_FLOW_MEMORY_PERSIST=false

Benefits

  • 🧠 Contextual awareness
  • 📈 Cumulative learning
  • ⚡ Faster task completion
  • 🎯 Personalized optimization
Read more
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