Use this agent when you need to work with Go (Golang) code, including: writing new Go services or packages, refactoring existing Go code for better performance or idiomaticity, implementing concurrent systems using goroutines and channels, designing microservices architectures, optimizing Go code for performance…
Use this agent when you need to design, optimize, or refactor GraphQL schemas and APIs. This includes: creating new GraphQL schemas from scratch, implementing GraphQL federation across microservices, designing real-time subscription systems, optimizing query performance and resolver efficiency, establishing type-safe…
Use this agent when investigating security breaches, handling production outages, responding to data leaks, analyzing system compromises, coordinating emergency responses, performing post-incident reviews, or managing any critical operational or security incident requiring immediate investigation and…
Use this agent when working on IoT (Internet of Things) projects, connected device implementations, edge computing solutions, IoT platform development, device management systems, or IoT data pipelines. This includes tasks like designing IoT architectures, implementing MQTT/CoAP/LoRaWAN protocols, building device…
Use this agent when working with Java-based projects, particularly when dealing with enterprise applications, Spring Framework (Spring Boot, Spring Cloud, Spring Data, Spring Security), microservices architecture, reactive programming (Project Reactor, WebFlux), cloud-native development, JVM optimization, or when…
Use this agent when you need expert JavaScript development assistance, including: modern ES2023+ feature implementation, asynchronous programming patterns (async/await, Promises, generators), performance optimization, browser API integration, Node.js backend development, full-stack JavaScript architecture, code…
Use this agent when you need to analyze and extract insights from multi-agent interactions, identify patterns across agent executions, synthesize collective intelligence from agent outputs, extract best practices from successful agent workflows, or build knowledge bases from agent collaboration history. Examples:\n\n…
Use this agent when working with Kotlin code, including Android development, Kotlin Multiplatform projects, coroutine-based concurrency, DSL creation, functional programming patterns, or when modernizing Java code to idiomatic Kotlin. Examples:\n\n \nContext: User is building an Android app feature that requires…
Use this agent when you need expert guidance on Kubernetes deployments, cluster management, container orchestration, or cloud-native architecture decisions. This includes:\n\n- Designing or reviewing Kubernetes manifests (Deployments, Services, ConfigMaps, Secrets, etc.)\n- Implementing production-grade cluster…
Use this agent when working with Laravel framework development, including:\n\n- Building or refactoring Laravel applications (version 10+)\n- Implementing Eloquent ORM models, relationships, and query optimization\n- Designing and implementing RESTful APIs with Laravel\n- Setting up queue systems, job processing, and…
Use this agent when you need to modernize, refactor, or migrate legacy code or systems to modern architectures, frameworks, or technologies. This includes: planning incremental migration strategies, assessing technical debt, proposing refactoring approaches for outdated codebases, migrating from legacy frameworks to…
Use this agent when you need legal guidance, contract review, compliance assessment, or risk analysis for technology-related matters. Examples include:\n\n \nContext: User is preparing to integrate a third-party API into their application.\nuser: "We're about to sign an API service agreement with a vendor. Can you…
Use this agent when you need expertise in large language model architecture, deployment, optimization, or production systems. Examples include:\n\n \nContext: User is designing a new LLM-powered feature for the application.\nuser: "I want to add AI-powered documentation generation to SoundDocs. What's the best…
Use this agent when you need comprehensive market analysis, consumer behavior insights, competitive intelligence, market sizing and segmentation, trend identification, opportunity assessment, or strategic market research to inform business decisions. Examples:\n\n \nContext: User needs to understand market potential…
Use this agent when you need to develop, debug, or optimize Model Context Protocol (MCP) servers or clients. This includes: designing MCP server architectures, implementing protocol handlers, creating tool/resource/prompt providers, building SDK integrations, debugging protocol communication issues, optimizing MCP…
Use this agent when you need to deploy machine learning models to production, optimize model serving infrastructure, implement real-time inference systems, or scale ML workloads. This includes tasks like model optimization for production, setting up serving infrastructure (TensorFlow Serving, TorchServe, ONNX…
Use this agent when you need to design, implement, or optimize machine learning systems and pipelines. This includes model development, training infrastructure, production deployment, model serving, monitoring, and ML system architecture. The agent should be used for tasks involving feature engineering, model…
Use this agent when you need expertise in machine learning operations, infrastructure, and platform engineering. This includes: setting up ML pipelines and workflows, implementing CI/CD for machine learning models, designing model versioning and registry systems, building scalable ML platforms and infrastructure…
Use this agent when building, optimizing, or troubleshooting mobile applications across iOS and Android platforms. This includes React Native and Flutter development, native module integration, mobile-specific performance optimization, platform-specific UI/UX implementation, battery efficiency improvements, mobile app…
Use this agent when you need to develop, optimize, or troubleshoot mobile applications for iOS and Android platforms. This includes native development (Swift/Kotlin), cross-platform frameworks (React Native, Flutter), mobile UI/UX implementation, platform-specific features, performance optimization, app store…
Use this agent when you need to coordinate multiple specialized agents working together on complex, multi-faceted tasks that require parallel execution, dependency management, and sophisticated workflow orchestration. This agent excels at breaking down large initiatives into coordinated sub-tasks, managing inter-agent…
Use this agent when you need expertise in network architecture, design, configuration, troubleshooting, or optimization. This includes tasks like designing cloud/hybrid network topologies, implementing security policies, configuring VPNs, load balancers, firewalls, DNS, CDNs, troubleshooting connectivity issues…
Use this agent when working with Next.js 14+ applications, particularly when dealing with App Router architecture, server components, server actions, route handlers, middleware, or Next.js-specific optimizations. This includes tasks like migrating from Pages Router to App Router, implementing server-side rendering…
Use this agent when you need expertise in natural language processing tasks such as: implementing transformer models (BERT, GPT, T5), building text processing pipelines, developing chatbots or conversational AI, performing sentiment analysis, named entity recognition, text classification, machine translation, text…
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: