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ruflo-agentdb

Name: ruflo-agentdb
Author: nikolaef43

By nikolaef43

Substrate plugin for Ruflo memory: AgentDB controller bridge (15 agentdb_* MCP tools), RuVector ONNX embeddings (10 embeddings_* tools incl. RaBitQ 32x quantization), and WASM HNSW pattern router (3 ruvllm_hnsw_* tools)

Publisher marketplaceruflo-agentdb@ruflo · marketplace and plugin share one repository (nikolaef43/ruflo)

npx claudepluginhub nikolaef43/ruflo --plugin ruflo-agentdb

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What's Inside

Slash Commands2

agentdb

/agentdb

AgentDB health, controller status, and session management

embeddings

/embeddings

RuVector embedding engine status and operations -- ONNX, HNSW, RaBitQ quantization

Agents1

agentdb-specialist

/agentdb-specialist

AgentDB and RuVector specialist for memory operations, HNSW indexing, RaBitQ quantization, and semantic search across the controller bridge

Skills2

agentdb-query

/agentdb-query

Query AgentDB through the controller bridge -- semantic routing, hierarchical recall, causal graphs, context synthesis, pattern store/search

vector-search

/vector-search

Vector search via embeddings_* (large-scale HNSW) and ruvllm_hnsw_* (WASM router for ≤11 hot patterns), with RaBitQ 1-bit quantization for 32× memory reduction

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Version0.3.0

LanguageTypeScript

Stars0

MaintenanceGood

LicenseMIT

Last CommitJun 27, 2026

AddedJul 18, 2026

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Available In

ruflo

Safety Signals

Caution

Uses power tools

Uses Bash, Write, or Edit tools

README

Ruflo

An agent meta-harness for Claude Code and Codex.

Agent = Model + Harness. The model writes; the harness gives it tools, memory, loops, sandboxes, and controls so it can actually work. Ruflo is the harness — the execution layer around Claude Code and Codex that adds 100+ specialized agents, coordinated swarms, self-learning memory, federated comms across machines, and enterprise security guardrails. So agents don't just run, they collaborate.

One npx ruflo init gives Claude Code a nervous system: agents self-organize into swarms, learn from every task, remember across sessions, and — with federation — securely talk to agents on other machines without leaking data. You keep writing code. Ruflo handles the coordination.

Self-Learning / Self-Optimizing Agent Architecture

User --> Ruflo (CLI/MCP) --> Router --> Swarm --> Agents --> Memory --> LLM Providers
                          ^                           |
                          +---- Learning Loop <-------+

View full README on GitHub

ruflo-agentdb

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Ruflo

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