Frontman

Give Frontman a concrete product or design brief: target user, screen or site goal, required content, constraints, brand direction, and the interaction that must work. Generate a first pass, then edit hierarchy, states, responsiveness, accessibility, and reusable components instead of treating the first output as final.

Review the generated result against the source or brief. Correct names, numbers, claims, missing context, visual inconsistencies, or unsupported conclusions before sharing or publishing it.

Use the product's editing, history, collaboration, export, and integration features where available so the AI output becomes part of a repeatable workflow rather than an isolated generation.

For ongoing use, track the kinds of prompts and source material that produce reliable results. Re-check important outputs after model updates, and keep human review for externally published, customer-facing, financial, legal, or otherwise consequential material.