From component-developer
Initializes new Keboola Python components using cookiecutter template, performs post-template cleanup, sets up KBC_DATADIR structure and data/config.json, and creates first git commit. Use for fresh or empty repositories.
How this skill is triggered — by the user, by Claude, or both
Slash command
/component-developer:get-startedThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Before writing any code, check whether the component has already been initialized.
Before writing any code, check whether the component has already been initialized.
Check for signs of an existing cookiecutter setup:
ls src/component.py component_config/ pyproject.toml 2>/dev/null
@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 writers# Install if missing
which cookiecutter || pip install --user cookiecutter
cookiecutter gh:keboola/cookiecutter-python-component
Run 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.
# 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/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").
git add -A
git commit -m "feat: initialize component from cookiecutter template"
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-componentnpx claudepluginhub keboola/ai-kit --plugin component-developerImplements features and extends Keboola Python components: extractors/writers/apps, incremental loads, configuration schemas, API clients, self-documenting patterns, Ruff quality. For logic/architecture dev.
Analyzes Keboola project structures, JSON config files for transformations, extractors, writers, and orchestrations. Useful for editing data pipelines and understanding .keboola directories.
Create project, component, or boilerplate scaffolds. Use when starting a new project, module, or component, generating boilerplate, or stamping a repeatable file structure.