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AI-FLUENCY5 MIN READ

Upgrade the Prompt Into a Work Order

Convert a vague AI request into a work order with source, task, constraints, output format, and verification criteria.

What changes when Lena turns a vague AI request into a verifiable work order? A product manager alone at a laptop with scattered sticky notes and research printouts pushed aside, bright product team room with white walls and purple accents, large blank board with no markings, realistic person, no text, words, letters, numerals, logos. Before: Lena asks AI for a launch plan while customer research is scattered and not clearly attached to the request. Before: the model gets a wish, not a work order. https://oylytksvdaqzqcpcfhxp.supabase.co/storage/v1/object/public/omie-images/nugget-scenes/962bfa2c-ea57-43ba-8245-d5a3b24879e1-4.png The same product manager organizing research packets, a checklist layout made of blank boxes, and…

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