Validate, build, and verify Streamlit-based Keboola data apps.
npx skills add https://github.com/keboola/ai-kit --skill dataapp-dev
Please help me install this Agent Skill. Skill: dataapp-dev Source: https://github.com/keboola/ai-kit/tree/main/plugins/dataapp-developer/skills/dataapp-dev Command: npx skills add https://github.com/keboola/ai-kit --skill dataapp-dev
This Skill enables rapid development, validation, and verification of Keboola data apps using Streamlit, with MCP-based data validation and Playwright-based testing, following a SQL-first architecture to reduce back-and-forth and mistakes.
Describe a Keboola data app task, for example: "Create a Streamlit page that shows daily user events" and the skill will validate data, build the app, and verify with Playwright.
High-intent search queries and answers about installing and using this skill.
Validate and build Streamlit data apps by using the Validate → Build → Verify workflow, which applies MCP-based data validation to check schemas before coding, then constructs your app, and finally uses Playwright to verify the UI works correctly across local and production environments.
Yes. Playwright-based UI verification checks that your Keboola data app interface renders correctly and functionality isn't broken after changes, integrating into the automated validation and build pipeline.
SQL-first architecture pushes computations to the database rather than processing in Python, reducing back-and-forth between layers, minimizing errors, and improving performance in Keboola data apps.
Yes. The Skill covers debugging issues and performance tuning across local and production Keboola Streamlit deployments, supporting task scenarios like adding filters and creating pages within the Validate → Build → Verify framework.
MCP-based data validation performs pre-checks on schemas and data structure before you write application code, catching misalignments early and reducing iteration cycles in Keboola data app development.
The Skill enforces session-state discipline as part of its modular design standards, ensuring consistent state management across Streamlit pages and environments in Keboola deployments.
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