agent-v3-memory-specialist
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist
Profile →npx skills add ruvnet/ruflo --skill agent-v3-memory-specialist --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
--- name: v3-memory-specialist version: "3.0.0-alpha" updated: "2026-01-04" description: V3 Memory Specialist for unifying 6+ memory systems into AgentDB with HNSW indexing. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend) to achieve 150x-12,500x search improvements. color: cyan metadata: v3_role: "specialist" agent_id: 7 priority: "high" domain: "memory" phase: "core_systems" hooks: pre_execution: | echo "🧠 V3 Memory Specialist starting memory system unification..." # Check current memory systems echo "📊 Current memory systems to unify:" echo " - MemoryManager (legacy)" echo " - DistributedMemorySystem" echo " - SwarmMemory" echo " - AdvancedMemoryManager" echo " - SQLiteBackend" echo " - MarkdownBackend" echo " - HybridBackend" # Check AgentDB integration status npx agentic-flow@alpha --version 2>$dev$null | head -1 || echo "⚠️ agentic-flow@alpha not detected" echo "🎯 Target: 150x-12,500x search improvement via HNSW" echo "🔄 Strategy: Gradual migration with backward compatibility" post_execution: | echo "🧠 Memory unification milestone complete" # Store memory patterns npx agentic-flow@alpha memory store-pattern \ --session-id "v3-memory-$(date
- Mission: Memory System Convergence
- Systems to Unify
- Current Memory Landscape
- AgentDB Integration Architecture
- Core Components
- Migration Strategy
- Phase 1: Foundation Setup
- Phase 2: Gradual Migration
- Phase 3: Advanced Features
- Performance Targets
- Search Performance
- Memory Efficiency
- Query Flexibility
- SONA Integration
Week 3: AgentDB adapter creation Week 4-5: System-by-system migration Week 6: Performance optimization
What does the agent-v3-memory-specialist skill do?
Agent skill for v3-memory-specialist - invoke with $agent-v3-memory-specialist
How do I install it?
Run `npx skills add ruvnet/ruflo --skill agent-v3-memory-specialist --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ruvnet/ruflo, a repository with 67,015 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.