ruflo

Agentic QE (external: maintained in proffesor-for-testing/agentic-qe, pinned to v3.15.17): a quality-engineering fleet with 11 QE agents, 9 skills, 9 commands, the agentic-qe MCP server pinned to the plugin version, and the aqe-mod guard that refuses destructive operations on AQE learning data

9 skills · 9 commands · 11 agents · 1 MCP server

Token usage tracking, model cost attribution per agent, budget alerts, and optimization recommendations

24 skills · 1 command · 1 agent · hooks

Tenant-isolated AI teams that plan work, coordinate tasks, recall approved context, and return evidence-backed results

6 skills · 6 commands · 4 agents · 1 MCP server

Agent runtimes — local WASM-sandboxed agents (rvagent) + Anthropic Claude Managed Agents (cloud); one interface, local-vs-cloud backends

5 skills · 2 commands · 9 agents

MetaHarness integration — surfaces score/genome/mint/mcp-scan/threat-model via skills; pairs with @metaharness/router (ADR-148/149) for cost-optimal model routing; honors ADR-150 optional-augmentation constraint

13 skills · 1 command · 1 agent · hooks

Visual workflow automation with templates, orchestration, and lifecycle management

5 skills · 8 commands · 3 agents

Neural trading strategies — self-learning LSTM/Transformer/N-BEATS models with Rust/NAPI backtesting

9 skills · 1 command · 4 agents

Core Ruflo MCP tools, commands, and Claude Code orchestration patterns

5 skills · 2 commands · 4 agents · 1 MCP server · hooks

Agentic browser automation with Playwright for testing, scraping, and UI interaction

10 skills · 1 command · 1 agent

Long-horizon goal planning, deep research orchestration, and adaptive replanning using GOAP

5 skills · 1 command · 4 agents

IoT device lifecycle, telemetry anomaly detection, fleet management, and witness chain verification for Cognitum Seed hardware

5 skills · 1 command · 4 agents

AI music generation via Cognitum Music (cogmusic MCP) — compose lyrics/prompts, generate tracks, separate stems, extract MIDI, and master through your own music.cognitum.one account

7 skills · 1 command · 2 agents

agentic-flow (external: maintained in ruvnet/agentic-flow, pinned to commit d19737b, plugin 3.4.0): the agentic-flow MCP server pinned to [email protected] (ReasoningBank learning, ecosystem tools prompt_injection_scan, swarm_partition_tasks, sublinear_solve, sublinear_pagerank and ecosystem_status, multi-provider routing, autopilot learning; readonly profile by default, no tool pre-approved), 2 agents, 4 skills, /agentic-flow-status, and a mod guard on agentic_flow_agent with /agentic-flow-guard

4 skills · 1 command · 2 agents · 1 MCP server

ADR lifecycle management — create, index, supersede, and link Architecture Decision Records to code

5 skills · 1 command · 1 agent

AgentDB (external: maintained in ruvnet/agentdb, pinned to commit 27678c3, plugin 3.6.0): agentdb's own standalone MCP server pinned to [email protected] (vector memory with get/list/update/delete for records, patterns and skills, hybrid keyword + vector episode search and an opt-in local cross-encoder, an opt-in aidefence injection guard on memory writes, reflexion, skills, outcome feedback, capabilities report), a memory-specialist agent, 3 skills, /agentdb-status, and the agentdb mod guard that keeps secrets out of memory and refuses delete/reset unless allowed. Complements ruflo-agentdb, which reaches AgentDB through ruflo's server

3 skills · 1 command · 1 agent · 1 MCP server

Self-learning neural intelligence with SONA patterns, trajectory learning, and model routing

3 skills · 2 commands · 1 agent

Run ruflo swarm agents on your own ruOS cloud desktops via the tenant-authenticated fleet MCP or per-tenant SSH; optional, removable

1 skill · 4 commands · 1 agent

Self-learning vector database — HNSW, FlashAttention-3, Graph RAG, hybrid search, DiskANN, and Brain AGI

4 skills · 1 command · 1 agent

Agent teams, swarm coordination, Monitor streams, and worktree isolation

2 skills · 2 commands · 2 agents

AgentDB memory controllers with HNSW vector search, RuVector embeddings, and causal graphs

2 skills · 2 commands · 1 agent

Autonomous /loop-driven task completion with learning, prediction, and progress tracking

2 skills · 2 commands · 1 agent

Domain-Driven Design scaffolding — bounded contexts, aggregate roots, domain events, and anti-corruption layers

3 skills · 1 command · 1 agent

Cross-installation agent federation with zero-trust security, PII-gated data flow, and compliance-grade audit trails

3 skills · 1 command · 1 agent

Cache-aware /loop workers and CronCreate background automation

2 skills · 2 commands · 1 agent

Scaffold, validate, and publish new Claude Code plugins with proper structure

3 skills · 1 command · 1 agent

RuVector memory with HNSW search, AgentDB, and semantic retrieval

2 skills · 2 commands · 1 agent

RuVLLM local inference with chat formatting, MicroLoRA fine-tuning, and SONA adaptation

3 skills · 1 command · 1 agent

SPARC methodology — Specification, Pseudocode, Architecture, Refinement, Completion phases with quality gates

3 skills · 1 command · 1 agent

Test gap detection, coverage analysis, and automated test generation

3 skills · 1 command · 1 agent

AI safety scanning, PII detection, prompt injection defense, and adaptive threat learning

2 skills · 1 command · 1 agent

Dynamic Agentic Architecture with cognitive patterns, knowledge sharing, and adaptive agents

2 skills · 1 command · 1 agent

DeepSeek model harness with focused agents, commands, and skills for swarm-backed reasoning workflows

2 skills · 1 command · 1 agent

Documentation generation, drift detection, and API docs automation

2 skills · 1 command · 1 agent

Advanced git workflows with diff analysis, risk scoring, and reviewer recommendations

2 skills · 1 command · 1 agent

Knowledge graph construction — entity extraction, relation mapping, and pathfinder graph traversal

2 skills · 1 command · 1 agent

Market data ingestion — feed normalization, OHLCV vectorization, and HNSW-indexed pattern matching

2 skills · 1 command · 1 agent

Schema migration management — generate, validate, dry-run, and rollback database migrations

2 skills · 1 command · 1 agent

Structured logging, distributed tracing, and metrics — correlate agent swarm activity with application telemetry

2 skills · 1 command · 1 agent

RVF format for portable agent memory, session persistence, and cross-platform transfer

2 skills · 1 command · 1 agent

Security review, dependency scanning, policy gates, and CVE monitoring

2 skills · 1 command · 1 agent

Statically analyze a local JS/Electron app you're authorized to study, with file+line evidence, and build an original reimplementation of what you find. Experimental. Phase 1: JS/Electron static analysis. Phase 2: native ELF/PE/Mach-O container inspection. Phase 3: .NET assembly metadata. Phase 4: EVM bytecode inventory. Phase 5: CUDA fatbin, cubin and PTX inventory. Parses, never executes. Dynamic analysis is a future phase, not yet implemented.

1 skill · 1 command · 1 agent

Multi-agent swarm coordination, memory management, SPARC methodology, and intelligent hooks for Claude Code. Provides 60+ skills, 100+ commands, and 80+ specialized agents.

hooks

AGNTCY/Outshift Internet-of-Cognition runtime integration — SLIM secure transport, CASA intent-scoped tool authorization, and AGNTCY identity/observability spans (ADR-380); optional, removable augmentation per ADR-150

1 skill

Competitive ruliology for ruflo swarms — arenas, tournaments, and adaptive co-evolution of program strategies (ADR-147/148); strategies-as-programs compete under payoff games

1 command

AgentBBS cross-host agent federation (ADR-164). Phase 1: register/publish/watch/human-join room coordination. Phase 2 (v3.40.0): signed cross-host federation — identity, peer_add (pin by nodeId+Ed25519 key), peers, serve (read-only pull), sync (pull + union-merge what verifies). Registry-anchored pinning; works on any network (no tailnet required); coordinates work claims (ClaimIssued/Released/Handoff/Ack). Degrades gracefully when agentbbs is absent.

1 skill

Business-domain pod templates for the federated business autopilot (ADR-164 Phase 2) — pod templates plus a dry-run-by-default single-tick runner that validates, reserves budget, and resolves agent roles before posting to the BBS room

1 skill

Early access: ruflo's cockpit as a Claude Code mod (function hooks) and the one /ruflo command for every ruflo mod — overview with health alerts, swarm topology, claims flow, federation map, plugin health, learning pipeline, MetaHarness radar, memory, cost gauge, agent timeline, approvals and events; a command palette for confirm-gated actions through the ruflo CLI; auto-opens where it docks; no network by default

1 skill

Real-time graph intelligence — personalized PageRank, streaming delta updates, witness-signed reasoning, and federation-distributable vectors

1 skill

Remote RuFlo Federation MCP connector for signed channels, work claims, evidence, and cross-agent coordination

1 MCP server

Dedicated ChatGPT Federation MCP publisher with isolated Nostr signing-key custody, OAuth-scoped publishing, and signed public-channel coordination over the Ruflo relay. As a mod (ADR-445 pattern): a tighten-only tool guard, a local slash command, and a status file the console shows.

Early access (ADR-404): ruflo as a Claude Code mod (function hooks) — in-process routing, edit learning signals, tighten-only tool checks from ruflo policy, and the cost budget ladder. Opt-in via `ruflo mods install`; classic hooks stay the fallback

Project Anatole: an optional, learning watchdog for unattended agents (OWASP-mapped rules, a per-project baseline, learn / notify / enforce modes). Default off.