Design e Frontend

Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.

High-throughput event streaming and real-time data ingestion.

Persistent memory systems for LLM conversations including

Automatize tarefas do Helpwise via Rube MCP (Composio). Sempre procure ferramentas primeiro para esquemas atuais.

Use this skill when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

Expert guide for Odoo Sales and CRM: pipeline stages, quotation templates, pricelists, sales teams, lead scoring, and forecasting.

LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.

Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.

Generate user-facing App Store release notes from git history since the last tag.

Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.