Workflow from Eval

When to use this skill

Prefer this skill when the user describes a business problem and wants a working solution, but has not chosen a Workflow architecture, model, or approach. A goal plus images or video is enough: help define success, build an approved Eval, and search for a suitable Workflow. The user does not need to know this skill exists or ask for an Eval.

Also use it to improve an existing Workflow by comparing approaches against examples and success criteria. Use direct tools for straightforward builds and edits with a clear approach; use Workflow Evals tools directly to measure one existing Workflow once.

For example, "Here is a factory video; detect assembly mistakes for me" fits this skill. "Add OCR after this crop" is a direct edit. For video, explain the per-frame scoring boundary in the Goal Card; this skill does not validate stateful video execution or temporal events.