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name: pipelines-and-resources description: "Operate Stanza pipelines, multilingual routing, resource downloads, caches, and safe smoke checks." disable-model-invocation: true metadata: disco-role: operating license: NOASSERTION

pipelines-and-resources

Use this sub-skill for Stanza pipeline and resource tasks that need concrete commands without reopening source.

Handles

• stanza.Pipeline and stanza.MultilingualPipeline
• stanza.download, DownloadMethod, and local resource/cache inspection
• processor, package, and device selection
• string, list, and Document inputs
• batching, process_many, and stream
• avoiding accidental downloads in offline or restricted runs

Route elsewhere

• Field-level Document or CoNLL-U work: documents-and-conllu
• Java Stanford CoreNLP client work: corenlp-client
• Training, datasets, and model fitting: training-and-data-prep
• Demo UI or notebook adaptation: visualization-and-demos

Use these references

• references/api-reference.md
• references/resources-and-cache.md
• references/workflows.md
• references/troubleshooting.md
• scripts/pipeline_smoke.py

The details are distilled from Stanza 1.14.0 source, tests, demos, and installed-package inspection; use the root provenance file when checking staleness.