keboola/ai-kit

Builds production-ready Keboola Python components with best practices and architectural patterns. Use when creating new extractors/writers/applications, implementing incremental loads, designing configuration schemas, adding API client separation, following self-documenting workflow patterns, or setting up components with cookiecutter templates and Ruff code quality.

Expert for developing Streamlit data apps for Keboola deployment. Activates when building, modifying, or debugging Keboola data apps, Streamlit dashboards, adding filters, creating pages, or fixing data app issues. Validates data structures using Keboola MCP before writing code, tests implementations with Playwright browser automation, and follows SQL-first architecture patterns.

Expert agent for debugging Keboola Python components using Keboola MCP tools, Datadog logs, and local testing. Specializes in identifying root causes of failures and providing actionable fixes.

Guide for initializing and setting up new Keboola Python components using cookiecutter template. Use when starting a new component project from scratch.

Process GitHub PR review comments by fetching them to local JSON, implementing fixes, and tracking progress. Use when user invokes /gh-process-review command. Fetches reviews to file to avoid context pollution, uses jq for parsing, commits after each fix. Supports optional "continue" argument to skip fetching and resume with existing reviews file.

Migrate Keboola Python packages from setup.py to modern uv build system with deterministic dependencies. Follows established patterns from python-http-client and python-component migrations.

Expert agent for writing and maintaining tests for Keboola Python components. Specializes in datadir tests, unit tests, and integration tests with proper mocking and assertions.

Expert in Keboola configuration schemas, conditional fields (options.dependencies), UI elements, sync actions, and schema testing. Can launch schema-tester and run Playwright tests. Specialized for configSchema.json and configRowSchema.json development.