magic-data-transformation

Natural Language Triggers

Activate this skill when the user says things like:

• "pivot this data" / "reshape the table"
• "merge these datasets" / "join the tables"
• "aggregate by group" / "group by and sum"
• "create a calculated column" / "derive a new field"
• "unpivot" / "wide to long" / "long to wide" / "vlookup" / "cross tab"
• "upload to HuggingFace" / "push to HF Hub" / "deliver to HuggingFace"
• "publish dataset to Hub" / "create HF repo"

These produce the SAME behavior as the transformation workflow.

When to Use