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The Keboola Data App Developer skill empowers users to build high-performance Streamlit dashboards and data applications specifically tailored for the Keboola ecosystem. It enforces a 'SQL-first' architecture that pushes heavy computation to the database, ensuring scalability and speed for production-grade workloads. By integrating Keboola MCP for real-time schema validation and Playwright for automated UI testing, this skill streamlines the entire development lifecycle—from data structure verification and session state management to final deployment—ensuring perfect parity between local development and production environments.