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From ruflo-agentdb
Query AgentDB with semantic routing, hierarchical recall, causal graphs, and context synthesis
How this skill is triggered — by the user, by Claude, or both
Slash command
/ruflo-agentdb:agentdb-queryThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
Query and manage AgentDB's 19 memory controllers.
Query and manage AgentDB's 19 memory controllers.
When you need to store, retrieve, or search knowledge across agent sessions. AgentDB provides hierarchical storage, causal knowledge graphs, semantic routing, and context synthesis.
mcp__claude-flow__agentdb_health to verify AgentDB is runningmcp__claude-flow__agentdb_session-start if not already activemcp__claude-flow__agentdb_hierarchical-store for structured datamcp__claude-flow__agentdb_hierarchical-recall with a querymcp__claude-flow__agentdb_pattern-search for learned patternsmcp__claude-flow__agentdb_context-synthesize to combine multiple memoriesmcp__claude-flow__agentdb_causal-edge to link related knowledgeCall mcp__claude-flow__agentdb_controllers to list all available controllers:
npx @claude-flow/cli@latest memory search --query "your query" --namespace patterns
npx @claude-flow/cli@latest memory store --key "key" --value "value" --namespace patterns
npx @claude-flow/cli@latest memory list --namespace patterns
Searches MemPalace before answering questions about past work, people, projects, or prior decisions. Returns verbatim stored content instead of guessing from model memory.
Guides Payload CMS config (payload.config.ts), collections, fields, hooks, access control, APIs. Debugs validation errors, security, relationships, queries, transactions, hook behavior.
Implements vector databases with Pinecone, Weaviate, Qdrant, Milvus, pgvector for semantic search, RAG, recommendations, and similarity systems. Optimizes embeddings, indexing, and hybrid search.
npx claudepluginhub k2k22k2k22/ruflo --plugin ruflo-agentdb