domains / families / research / kaggle-research

kaggle-research

separate

Use when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an explicitly approved Kaggle write/delete operation through the official CLI.

When to use

• reproducible Kaggle discovery
• metadata inspection
• bounded public-data downloads
• competition discovery
• kernel discovery
• model discovery
• explicitly approved Kaggle write operation
• explicitly approved Kaggle delete operation

When not to use

• broadening user authority
• reading, printing, echoing, logging, or committing credential values
• remote mutation without explicit user authorization
• retries of writes or deletes

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