agentdb-query

Original：🇺🇸 English

Translated

Query AgentDB with semantic routing, hierarchical recall, causal graphs, and context synthesis

5installs

Sourceruvnet/ruflo

Added on2026-04-30

NPX Install

npx skill4agent add ruvnet/ruflo agentdb-query

SKILL.md Content

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AgentDB Query

Query and manage AgentDB's 19 memory controllers.

When to use

When you need to store, retrieve, or search knowledge across agent sessions. AgentDB provides hierarchical storage, causal knowledge graphs, semantic routing, and context synthesis.

Steps

Check health — call
```
mcp__claude-flow__agentdb_health
```
to verify AgentDB is running
Start session — call
```
mcp__claude-flow__agentdb_session-start
```
if not already active

Store knowledge — call

mcp__claude-flow__agentdb_hierarchical-store

for structured data

Recall knowledge — call

mcp__claude-flow__agentdb_hierarchical-recall

with a query

Search patterns — call
```
mcp__claude-flow__agentdb_pattern-search
```
for learned patterns
Synthesize context — call
```
mcp__claude-flow__agentdb_context-synthesize
```
to combine multiple memories
Build causal graph — call
```
mcp__claude-flow__agentdb_causal-edge
```
to link related knowledge

19 Controllers

Call

mcp__claude-flow__agentdb_controllers

to list all available controllers:

Hierarchical store/recall
Pattern store/search
Semantic routing
Context synthesis
Causal edges
Feedback loops
Batch operations
Consolidation

CLI alternative

bash

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