Skill

Map cleaned data onto the methodology's rubric structure

Packaged know-how that tells an agent how to do a job well.

You might say…

The client's data structure never matches the rubric's structure — working out the mapping in advance stops me improvising mid-analysis.

What it does

Decides how cleaned fields and sources populate the methodology's working template — mapping columns to rubric dimensions, resolving multi-source joins, and noting where derived fields are needed.

Trigger: Use after cleaning is complete; provide the cleaned dataset structure and the methodology's working template.

I/O: Cleaned dataset schema + methodology working template → population plan (field-to-dimension map, join logic, derived field specs)

Recognise the problem?

The primitives are the commodity part. The fastest next step is a conversation about composing them into something that works for you.

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