Agent Orchestration
Command
/session-memory
Maintain context and learnings across Claude Code sessions for continuous improvement.
> /plugin marketplace add ruvnet/ruflo
Command definition
session-memory.mdCross-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
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
Stats
81,370
Stars
9,577
Forks
Active
Maintenance
TypeScript
Language
MIT
License
Last commit
Created
Ships withruflo
📖 RuFlo Explained — Build an AI Team That Plans, Remembers, Tests, and Improves A 14-chapter guide: from the basic idea to a first useful task, then memory, agent teams, plugins, cost and verification. Agent = Model + Harness.
80k200 skills169 agents3 MCP
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