Practical guides
Step-by-step workflows, reusable briefs, and agent guardrails
Produce an Image, Video, or Creative Demo
Break creative work into visual intent, reference boundaries, asset generation, and pre-release review instead of generating unusable piles of assets.

Create a 15-second vertical teaser (9:16) in 3 shots for a campus agri-tech exhibition: 1) close-up of greenhouse leaves in morning light; 2) medium shot of a student calibrating a sensor dashboard; 3) closing card with bottom third reserved for title and date. Keep a realistic, restrained look without sci-fi neon glow.
Pick two or three reference directions and state palette, material, subject placement, and unwanted defaults such as cheap glow, dense icons, or inflated slogans.
What to keepAnyone reading the brief can tell the subject, text safe area, and excluded styles.
Separate character identity, brand colors, title placement, and aspect ratio from background details that can vary, then generate in stages.
- Lock aspect ratio: 16:9 landscape, 9:16 vertical, or 3:4 poster
- Reuse character or key-visual descriptors across shots
- Set headlines in layout tools rather than relying on image models for long text
What to keepThree images or shots from the project clearly belong to the same piece.
Check whether titles cover the subject, captions cross safe areas, or covers become unreadable at card size.
What to keepBoth thumbnail and full view keep the main title and subject legible.
Check asset rights, likeness permissions, citations, and export formats before submitting to a showcase or competition.
What to keepThe submission note honestly states the tools used, human edits, and asset sources.