Audio cleanup should preserve the voice, not just remove noise
Compare original and processed audio at a similar listening level, checking consonants, breaths and backgrounds for excessive reduction.
Original image, video and audio workflow guides
Read original guides to prompts, image editing, video shots, narration and delivery checks.
Captions need four mobile-viewing checks after transcription
Check wording, timing, line breaks and obstruction separately so that captions remain readable at their actual playback size.
Build a version map from creative candidates to final delivery
Link descriptions, assets, selected versions and review notes so that collaboration causes fewer repeated generations and mistaken deliveries.
Turn a vague idea into an image description you can revise
Start with the subject and composition, then add lighting and texture. Change one type of requirement at a time so you can see which sentence helped.
Keep the visual logic intact between first and last frames
Make the two reference images compatible in subject, viewpoint and action before testing the movement between them, reducing unnatural jumps.
Identify what to preserve before making a local image edit
Separate what needs to change from what must stay the same, reducing the chance that a small edit affects the whole image.
After a product cutout, inspect the edges before changing the background
Check a product’s outline against light, dark and final-layout backgrounds so that transparency, reflections and shadows do not cause surprises at delivery.
Turn an image prompt into a creative brief you can test
Define the image’s purpose, then revise composition, lighting and materials in separate rounds. Judge each instruction by the visible difference it makes.
Review your work for its final use before sharing
Check visuals, sound, text, and the file itself separately. This makes omissions easier to spot than watching a preview once.
Break a short video into shots before generating it
Divide an idea into an opening, an action and an ending. Define each shot’s subject, movement and continuity conditions separately.
Review thumbnails at a small size so the topic is obvious
Check subject, contrast and empty space at actual card size, rather than choosing a detailed image that loses its meaning when reduced.
After upscaling, distinguish clarity from invented detail
Check real structure, local textures and intended display size so that newly generated detail is not mistaken for original information.
Revise the script before voiceover: make pauses and emphasis intentional
Turn written paragraphs into speech-friendly sentences, then use a short listening test before producing the entire narration.