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ruflo-ruvector

By drtonylove1963

Self-learning vector database via npx [email protected] — HNSW, adaptive LoRA embeddings, code-graph clustering, hooks routing, brain/SONA, 103 MCP tools

Publisher marketplaceruflo-ruvector@ruflo · marketplace and plugin share one repository (drtonylove1963/ruflo)

npx claudepluginhub drtonylove1963/ruflo --plugin ruflo-ruvector

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What's Inside

Slash Commands1

vector

/vector

RuVector operations via npx [email protected] — embedding, search, RVF cognitive containers, GNN, attention, hooks, brain, sona, edge, identity

Agents1

vector-engineer

/vector-engineer

Vector operations specialist using npx [email protected] — HNSW indexing, adaptive LoRA embeddings, code-graph clustering, hooks routing, brain/SONA, 91 MCP tools. Use when the task involves generating/storing embeddings, semantic vector search, RVF cognitive containers, GNN clustering, or hyperbolic (Poincare) hierarchical embeddings.

Skills4

vector-cluster

/vector-cluster

Cluster code by graph community detection via npx [email protected] hooks graph-cluster (spectral / Louvain)

vector-embed

/vector-embed

Generate embeddings via npx [email protected] embed text (ONNX all-MiniLM-L6-v2, 384-dim), normalize, and store in HNSW index

vector-hyperbolic

/vector-hyperbolic

Embed hierarchical data via npx [email protected] embed text and project into the Poincare ball in user code (no --model poincare flag in 0.2.25)

vector-setup

/vector-setup

First-run setup for [email protected] — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`

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Version0.2.1

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-ruvector

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Ruflo

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