koryta-cli
Guidelines on how to evaluate pipeline outputs.
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Guidelines on how to evaluate pipeline outputs.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
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| name | koryta-cli |
| description | Guidelines on how to evaluate pipeline outputs. |
To test and view the output of a data pipeline from the scrapers directory, use the koryta cli command.
The command is part of the package's virtual environment set up by Poetry.
Example:
.venv/bin/koryta <pipeline_name> --output stdout
Do not write custom Python scripts with setup_context to evaluate pipelines manually.
The pipelines use a caching mechanism (e.g., saving outputs to data/versioned/). If you modify pipeline code and need those changes to propagate, do NOT manually delete the cache files. Instead, use the --refresh flag to force the pipeline and its dependents to re-run.
Example:
.venv/bin/koryta <target_pipeline> --refresh <pipeline_to_refresh>
For example, if you updated PeopleMerged and want PeoplePayloads to rebuild using the new PeopleMerged output, run:
poetry run koryta PeoplePayloads --refresh PeopleMerged