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A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.

Build efficient, scalable monorepos that enable code sharing, consistent tooling, and atomic changes across multiple packages and applications.

Automatize tarefas do Figma via Rube MCP (Composio): arquivos, componentes, tokens de design, comentários, exportações. Sempre pesquise as ferramentas primeiro para os esquemas atuais.

Utilize para gerenciamento de contexto baseado em arquivos, descoberta dinâmica de contexto e redução do inchaço da janela de contexto. Descarregue o contexto para arquivos para carregamento just-in-time.

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions.

Execute testes Playwright em escala com navegadores hospedados na nuvem e relatórios integrados no portal do Azure.

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.

Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.

Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.