ReddRadar
Agent skill
memory-management
AgentDB memory system with HNSW vector search. Use when: need to store patterns, search for solutions, semantic lookup. Skip when: no learning needed, ephemeral tasks.
Install this agent skill to your Project
npx add-skill https://github.com/ruvnet/ruflo/tree/main/v3/@claude-flow/codex/.agents/skills/memory-management
SKILL.md
Memory Management Skill
Purpose
AgentDB memory system with HNSW vector search.
When to Trigger
- need to store patterns
- search for solutions
- semantic lookup
When to Skip
- no learning needed
- ephemeral tasks
Commands
Store Data
Store a pattern in memory
npx @claude-flow/cli memory store --key "key" --value "value" --namespace patterns
Search Data
Semantic search in memory
npx @claude-flow/cli memory search --query "search terms" --limit 10
Best Practices
- Check memory for existing patterns before starting
- Use hierarchical topology for coordination
- Store successful patterns after completion
- Document any new learnings
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
ruvnet/ruflo
add-model-descriptions
Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.
ruvnet/ruflo
agent-swarm-pr
Agent skill for swarm-pr - invoke with $agent-swarm-pr
ruvnet/ruflo
agent-neural-network
Agent skill for neural-network - invoke with $agent-neural-network
ruvnet/ruflo
agent-performance-analyzer
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer
ruvnet/ruflo
agent-researcher
Agent skill for researcher - invoke with $agent-researcher
ruvnet/ruflo
V3 Memory Unification
Unify 6+ memory systems into AgentDB with HNSW indexing for 150x-12,500x search improvements. Implements ADR-006 (Unified Memory Service) and ADR-009 (Hybrid Memory Backend).
Didn't find tool you were looking for?