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Turn a single photo of a person into a 15-second cinematic pasta-making (or other cuisine) tutorial video. First builds a composite reference sheet (character + kitchen + 9-step action board), then animates the full cooking sequence with audio in a single continuous shot.
Passed 19 of 22 test cases with the skill, and 7 of 22 without it.
and 21 more in the full report
13 fixed6 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
I want to generate the cooking video render step in 4K resolution (2160p) or 1080p. What video resolution parameter values are supported by the video model?
| Checked | Without skill | With skill |
|---|---|---|
| identifies 720p and 480p as the supported resolution options | Missed | Passed |
| uses 720p as the standard resolution default | Missed | Passed |
The instructions your model reads when the skill loads.
Turn a single photo of a person into a polished 15-second cinematic cooking tutorial. The skill first generates a high-end production reference sheet — character look, kitchen environment, and a 9-panel action board — then drives a continuous reference-to-video render that keeps the subject's face, outfit, and kitchen consistent across every frame.
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
person_image | image_url | yes | — | URL of the person photo. Used as identity reference in BOTH the reference sheet and the final video. |
dish | text | no | fresh pasta | The cooking subject (e.g. "fresh pasta", "sushi rolls", "wood-fired pizza", "matcha latte"). Drives the 9-step action board. |
kitchen_style | text | no | warm rustic-modern Italian | The kitchen aesthetic (e.g. "warm rustic-modern Italian", "minimalist Tokyo", "bright Scandinavian", "moody industrial"). |
outfit | text | no | white t-shirt, olive green apron, dark trousers | What the person wears throughout the video. |
duration_seconds | int | no | 15 | Final video duration. Use 15 for the full 9-step arc; 10 collapses to ~6 beats. |
aspect_ratio | text | no | 16:9 | Output aspect ratio. Use 9:16 for vertical/Reels. |
resolution | text | no | 720p | Video resolution. Options: 480p, 720p. |
Submit the plan with TWO sequential steps. Step 2 depends on the output of Step 1.
Generate the composite "production reference board" image. This is a single image, NOT a video frame — it bundles character sheet + location reference + 9-panel action board.
Endpoint: gpt-image-v2-edit
CLI:
muapi image edit \
--model gpt-image-v2-edit \
--image "{{person_image}}" \
--image-size "3840x2160" \
--quality auto \
--background auto \
--moderation low \
--output-format png \
--prompt "Create one single composite reference sheet for a {{duration_seconds}}-second realistic {{dish}}-making tutorial video. The image should be a clean, high-end production reference board, not a poster with heavy text. Format: {{aspect_ratio}} wide reference sheet, elegant white margins, clean grid layout, realistic cinematic photography style. Concept: {{dish}} tutorial in a {{kitchen_style}} kitchen.
Top row: motion / choreography guide with 9 numbered cinematic action panels showing the {{dish}} process step-by-step from raw ingredients to final plated dish.
test cases passed, vs 7 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.