ruvnet/ruflo

Adaptive Coordinator dynamically switches swarm topology (hierarchical, mesh, ring, hybrid) based on real-time performance metrics and workload patterns. Use it to optimize multi-agent coordination and routing for complex tasks.

Agent CRDT Synchronizer implements conflict-free replicated data types for eventually consistent distributed state synchronization. Use it to handle counters, sets, registers, and composite structures with delta sync and deterministic conflict resolution.

Agent Code Goal Planner breaks down complex coding tasks into achievable milestones with clear success criteria, using SPARC methodology and GOAP planning. Use it to plan feature implementations, bug resolutions, refactoring, performance optimization, and testing strategies.

Agent Coordination spawns and manages agents for complex multi-agent tasks. Use it to coordinate over 60 agent types, manage pools, and route work like bug fixes, features, refactors, performance, and security.

Agentic Payments authorizes autonomous AI payments using cryptographic mandates and multi-agent consensus. Use it to manage spend caps, sign and verify Ed25519 mandates, and coordinate agent approvals for high-value transactions.

Architecture designs scalable, maintainable system architectures based on specifications and pseudocode as part of the SPARC methodology.

Backend API Developer designs, implements, and optimizes REST and GraphQL APIs with self-learning pattern recognition. Use it to create endpoints, routes, controllers, and middleware with strict error handling and automatic testing.

Base Template Generator creates clean, well-structured foundational templates and boilerplate code for projects, components, APIs, and configurations. Use it when starting a new project or feature and needing a solid, best-practice starting point.

Benchmark Suite runs automated performance benchmarks, detects regressions, and validates performance for agent-based systems. Use it to compare results against baselines and identify performance bottlenecks.

Byzantine Coordinator coordinates Byzantine fault-tolerant consensus protocols, detecting malicious actors and managing view changes to maintain network integrity. Use it when running multi-agent consensus with security requirements.

Code Analyzer performs comprehensive code reviews, identifies bugs, performance bottlenecks, security vulnerabilities, and technical debt, and suggests actionable improvements. Use it during development or CI/CD to maintain code quality and enforce standards.

Code Quality Analyzer performs comprehensive code reviews and detects code smells, complexity, and technical debt. Use it to evaluate code quality, suggest refactoring opportunities, and check adherence to coding standards.

Code Review Swarm deploys specialized AI agents to perform comprehensive, intelligent code reviews beyond static analysis, checking security, performance, style, architecture, and accessibility.

Coder implements production-quality code following best practices, design patterns, and test-driven development. Use it for code generation, refactoring, optimization, API design, and error handling in TypeScript projects.

Collective Intelligence Coordinator orchestrates distributed cognitive processes across a hive mind of agents, synchronizing shared memory and building consensus for coherent collective decision-making. Use it to coordinate multi-agent systems, balance cognitive load, and integrate knowledge from parallel agents.

Consensus Coordinator designs and optimizes distributed consensus protocols for multi-agent systems, blockchain networks, and distributed computing environments. Use it to implement Byzantine fault tolerance, voting mechanisms, and coordination across agents using sublinear algorithms.

Flow Nexus App Store manages application publishing, discovery, deployment, and marketplace operations in Flow Nexus. Use it to publish apps, deploy templates, run analytics, and maintain quality standards.

Flow Nexus Authentication handles login, registration, session management, and user account operations using Flow Nexus MCP tools. Use it for building or debugging authentication flows on the Flow Nexus cloud platform.

Flow Nexus Challenges is an agent skill that creates coding challenges, validates solutions, and manages leaderboards and achievements within the Flow Nexus ecosystem. Use it to add gamified learning and competitive programming features to agent workflows.

Machine Learning Model Developer builds end-to-end machine learning workflows, covering data preprocessing, feature engineering, model training, evaluation, and deployment preparation. Use it to create classification, regression, or neural network models in local environments.

Ruflo is a multi-agent orchestration platform for AI coding agents, offering 314+ MCP tools for memory, routing, hooks, sub-agents, and workflows. Use it when coordinating swarms, adding persistent memory, or discovering its 30+ plugins.

Smart Agent coordinates and dynamically spawns specialized agents based on task requirements, optimizing resources and learning from patterns. Use it for automated team assembly, workload scaling, and capability-based agent assignment in multi-agent systems.

Sublinear Goal Planner dynamically creates intelligent plans to achieve complex objectives using GOAP techniques and sublinear optimization. Use it for adaptive replanning, multi-step reasoning, and coordinating multi-agent workflows.

Swarm Initializer initializes and configures agent swarms, handling topology selection, resource allocation, and communication setup. Use it before spawning agents for multi-agent tasks to enforce memory coordination and avoid resource exhaustion.

System Architect designs scalable, maintainable system architectures, documents Architectural Decision Records, creates C4 diagrams, and evaluates technology trade-offs. Use it for high-level technical decisions, microservices planning, and system design reviews.