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ruflo-intelligence

Name: ruflo-intelligence
Author: nikolaef43

By nikolaef43

User-facing surface for Ruflo's self-learning system: 6 neural_* + 10 hooks_intelligence_* + 6 routing/meta hooks + 3 hooks_model-* + 4 SONA/MicroLoRA tools (29 total). Implements the 4-step pipeline (RETRIEVE → JUDGE → DISTILL → CONSOLIDATE) and IPFS-based cross-project pattern transfer.

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

npx claudepluginhub nikolaef43/ruflo --plugin ruflo-intelligence

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What's Inside

Slash Commands2

intelligence

/intelligence

Intelligence dashboard -- stats, metrics, model routing, routing rationale on demand

neural

/neural

Neural pattern training, prediction, compression, and pipeline optimization

Agents1

intelligence-specialist

/intelligence-specialist

Self-learning intelligence specialist — drives the 4-step pipeline (RETRIEVE → JUDGE → DISTILL → CONSOLIDATE) across 29 MCP tools, coordinates with ruflo-agentdb namespaces, and ships patterns cross-project via IPFS

Skills3

intelligence-route

/intelligence-route

Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooks_explain

intelligence-transfer

/intelligence-transfer

Publish or fetch learned patterns across projects via IPFS (Pinata) -- the cross-project pattern transfer that hooks_transfer enables

neural-train

/neural-train

Train SONA + MicroLoRA neural patterns from successful task completions; runs the DISTILL + CONSOLIDATE phases of the 4-step pipeline

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Version0.3.0

LanguageTypeScript

Stars0

MaintenanceGood

LicenseMIT

Last CommitJun 27, 2026

AddedJul 18, 2026

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ruflo

Safety Signals

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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-intelligence

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