npx skills add ...
npx skills add keboola/ai-kit --skill get-started
Mandatory initialization workflow for new Keboola Python components — use this skill before writing any code. Contains the exact cookiecutter command, Keboola-specific post-template cleanup steps, KBC_DATADIR directory structure, data/config.json format, and first commit format that are easy to get wrong without this reference. Invoke whenever the user is starting from a fresh or empty repository, has never built a Keboola component before, wants to run the cookiecutter template, or says things like "new extractor for X", "build ex-something from scratch", "fresh repo", "empty git repo", "brand new component", "never done this in keboola", "initialize a component", "scaffolding a new component", "just initialized the git repo", "nothing set up yet". Not for existing components that already have src/component.py.
npx skills add keboola/ai-kit --skill get-started
Before writing any code, check whether the component has already been initialized.
Check for signs of an existing cookiecutter setup:
@develop-component immediatelyYou may already know the component details from the conversation. If not, ask:
ex-salesforce, not salesforce-extractor)vendor.component-name format (e.g. keboola.ex-salesforce)extractor, writer, or applicationNaming rules:
ex- for extractors, wr- for writersRun interactively so the user can confirm the values. The template creates src/, component_config/, tests/, .github/workflows/, Dockerfile, pyproject.toml, and data/ with example files.
Then create data/config.json with realistic example parameters based on what the component actually does — not a generic placeholder. Read component_config/configSchema.json if it already has content, and mirror the required fields with plausible example values. Use # prefix for sensitive fields (e.g. "#api_key").
Once initialized, pass to @develop-component to start the implementation. Share what you know about the component's purpose so it has context.
gh:keboola/cookiecutter-python-component# Remove the generic example files that come with the template
find data -type f -delete
# Recreate the expected directory structure
mkdir -p data/in/tables data/in/files data/out/tables data/out/filesgit add -A
git commit -m "feat: initialize component from cookiecutter template"