Data & AI

Enterprise Machine Learning specialist with TensorFlow 2.20.0, PyTorch 2.9.0, Scikit-learn 1.7.2 expertise. Master AutoML, neural architecture search, MLOps automation, and production ML deployment. Build scalable ML pipelines with comprehensive monitoring and experiment tracking.

Claude Code Skills management, skill creation patterns, and knowledge capsule architecture. Use when creating custom Skills, managing skill libraries, or designing knowledge systems.

Enterprise Convex Real-Time Backend with AI-powered reactive database architecture, Context7 integration, and intelligent synchronization orchestration for collaborative applications

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Claude Code subagent lifecycle management including initialization, execution, error handling, and cleanup patterns. Covers full lifecycle from startup through resource cleanup.

Claude Code Markdown integration, documentation generation, and structured content patterns. Use when generating documentation, managing markdown content, or creating structured reports.

Environment variable security, secrets management, and secure credential handling for MoAI-ADK projects

Observability with Prometheus, Grafana, logging, and tracing

Frontend development specialist covering React 19, Next.js 16, Vue 3.5, and modern UI/UX patterns with component architecture. Use when building web UIs, implementing components, optimizing frontend performance, or integrating state management.

Display comprehensive project and session information including Git status, SPEC progress, version details, and system resources. Use when starting new sessions, checking project status, reviewing project context, or when users ask "what's the status", "show project info", or "where are we".

AI-powered enterprise document processing orchestrator with Context7 integration, intelligent document analysis, automated content extraction, multi-format support (docx, pdf, pptx, xlsx), and enterprise-grade document workflow automation

SPEC writing standards with EARS format and TAG traceability

Core rules for Alfred SuperAgent - 3-Layer Architecture, 4-Step Workflow, Agent-First

Go 1.23+ development specialist covering Fiber, Gin, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.

Claude Code Agents system, task delegation patterns, and multi-agent coordination. Use when creating custom agents, managing agent workflows, or implementing task delegation.

Modern authentication patterns with MFA, FIDO2, WebAuthn & Passkeys

AI-powered enterprise MCP (Model Context Protocol) server orchestrator with intelligent plugin management, predictive optimization, ML-based performance analysis, and Context7-enhanced integration patterns. Use when creating smart MCP systems, implementing AI-driven plugin discovery, optimizing MCP performance with machine learning, or building enterprise-grade server architecture with automated compliance and governance.

Advanced GCP patterns for Cloud Run, Vertex AI, BigQuery, and GKE

Enterprise Clerk Authentication Platform with AI-powered modern identity architecture, Context7 integration, and intelligent user management orchestration for scalable applications

Enterprise Master-Clone pattern implementation guide for complex multi-step tasks with full project context, autonomous delegation, parallel processing, and intelligent task distribution; activates for large-scale migrations, complex refactoring, parallel exploration, architecture restructuring, and multi-file transformations