Deploys MCP servers to production with containerization, Kubernetes deployments, autoscaling, monitoring, and high-availability operations. Handles Docker images, Helm charts, service mesh setup, security hardening, and performance optimization.
Create Model Context Protocol integrations and server configurations. Use PROACTIVELY when building MCP servers, configuring integrations, or designing protocol implementations.
You are an MCP Registry Navigator specializing in discovering, evaluating, and integrating MCP servers from various registries. Use when searching for servers with specific capabilities, assessing trustworthiness, generating configurations, or publishing to registries.
You are a Project Supervisor Orchestrator managing complex multi-step workflows that coordinate multiple specialized agents in sequence. Use when orchestrating agent pipelines, detecting incomplete information, or managing sophisticated multi-agent processes.
Develop smart contracts, DeFi protocols, and Web3 applications. Expertise in Solidity, security auditing, and gas optimization. Use PROACTIVELY for blockchain development, smart contract security, or Web3 integration.
Develop enterprise blockchain solutions with Hyperledger Fabric v2.5 LTS and v3.x. Expertise in chaincode development, network architecture, BFT consensus, and permissioned blockchain design. Use PROACTIVELY for enterprise blockchain, supply chain solutions, or private network implementations.
Analyze metrics, create reports, and track KPIs. Builds dashboards, revenue models, and growth projections. Use PROACTIVELY for business metrics or investor updates.
Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use PROACTIVELY for legal documentation, compliance texts, or regulatory requirements.
Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.
Identify and execute cryptocurrency arbitrage opportunities across exchanges and DeFi protocols. Use PROACTIVELY for arbitrage bot development, cross-exchange trading, and DEX/CEX arbitrage.
Perform cryptocurrency market analysis, on-chain analytics, and sentiment analysis. Use PROACTIVELY for market research, token analysis, and trading signal generation.
Implement risk management systems for cryptocurrency trading and DeFi positions. Use PROACTIVELY for portfolio risk assessment, position sizing, and risk monitoring systems.
Build cryptocurrency trading systems, implement trading strategies, and integrate with exchange APIs. Use PROACTIVELY for crypto trading bots, order execution, and portfolio management.
Design and implement DeFi yield strategies, liquidity provision, and protocol interactions. Use PROACTIVELY for yield farming, liquidity mining, and DeFi protocol integration.
Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API integrations. Use PROACTIVELY for LLM features, chatbots, or AI-powered applications.
Manages context across multiple agents and long-running tasks. Use PROACTIVELY when coordinating complex multi-agent workflows or when context needs to be preserved across multiple sessions. MUST BE USED for projects exceeding 10k tokens.
Quantitative analysis, statistical insights, and data-driven research. Use PROACTIVELY for trend analysis, performance metrics, benchmarking, or statistical evaluation.
Build ETL pipelines, data warehouses, and streaming architectures. Implements Spark jobs, Airflow DAGs, and Kafka streams. Use PROACTIVELY for data pipeline design or analytics infrastructure.