Agent Claude Code
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications.
Agent Claude Code
Documents APIs, interfaces, and integration points including REST endpoints, GraphQL schemas, message contracts, and service boundaries. use PROACTIVELY when documenting system interfaces or planning integrations.
Agent Claude Code
Use this agent when you need to analyze code structure, identify patterns, or understand codebase architecture. Examples.
Agent Claude Code
Performs comprehensive codebase analysis to understand project structure, architecture patterns, and technology stack. use PROACTIVELY when documenting projects or analyzing brownfield codebases.
Agent Claude Code
Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analysis tasks, ML modeling, statistical analysis, and data-driven insights.
Agent Claude Code
Manages Gemini CLI for large codebase analysis and pattern detection. Use proactively when Claude needs to analyze extensive code patterns, architectural overviews, or search through large codebases efficiently.
Agent Claude Code
Conducts comprehensive market research and competitive analysis for product requirements. use PROACTIVELY when gathering market insights, competitor analysis, or user research during PRD creation.
Agent Claude Code
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
Agent Claude Code
Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. Implements automated training, deployment, and monitoring across cloud platforms. Use PROACTIVELY for ML infrastructure, experiment management, or pipeline automation.
Agent Claude Code
Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, and production prompt strategies. Use when building AI features, improving agent performance, or crafting system prompts.
Agent Claude Code
Analyzes and refines product requirements, ensuring completeness, clarity, and testability. use PROACTIVELY when extracting requirements from user input or validating requirement quality.
Agent Claude Code
Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling, secure authentication (OAuth2/OIDC), OWASP standards, cloud security, and security automation. Handles DevSecOps integration, compliance (GDPR/HIPAA/SOC2), and…
Agent Claude Code
Evaluates technology choices, architectural patterns, and technical feasibility for product requirements. use PROACTIVELY when making technology stack decisions or assessing technical constraints.
Agent Claude Code
Unity architecture expert for game system design and project structure.
Agent Claude Code
Unity performance optimization specialist for game profiling and optimization.
Agent Claude Code
Creates comprehensive user journey maps that bridge requirements to epic planning, identifying all user types, touchpoints, friction points, and mapping journeys to epic boundaries. use when analyzing user experience, defining MVP scope, or planning epic sequencing.