How do you use AI character sheet grid panels to keep shots consistent across a short film?

Generate each character sheet as a multi-panel grid — a four-angle turnaround plus face and mid-angle close-ups — iterate on whole grids, then extract the best panels and use them to replace your original references as continuity anchors attached to every shot. One documented production held two characters consistent across a 70-second film this way, with no LoRA fine-tuning.

Character sheet grid panels keep shots consistent by working as continuity anchors: you generate multi-angle grids of the character, extract the strongest panels, and attach those panels — not your original references — to every subsequent generation. invideo is an agentic video creation tool with the current image and video models built in, so the whole workflow below runs in one place.

1. Generate grids, not single images. Ask the invideo agent for full grid layouts — a 4-frame grid works well — and request about 3 grid options per round so you can compare. Panels produced in a single pass share one generation context, so they match each other in costume, proportion, and lighting in a way sequential one-at-a-time images don't. Image generation costs little, especially in invideo, so grid rounds are a cheap way to give yourself options the way a director would on set.

2. Spec the turnaround before generating. A working sheet carries four angles — front, side, back, profile — plus a face close-up and a mid-angle close-up, generated at 4K. Remove any objects from the character's hands first: held props reproduce inconsistently across turnaround angles. Inside invideo, Nano Banana Pro is the stronger pick for character sheets (it outperforms Nano Banana 2 on character fidelity), while Recraft suits photoreal face portraits with skin-level detail.

3. Include close-up panels for small details. Scars, accessories, and costume trims only survive into video generation if the model can literally see them — wide panels alone lose them, and the model fills the gap with invention.

4. Iterate, then lock. Generate around 4 options per character sheet, select the best, and lock it before any video generation begins — locking references up front is the step that prevents consistency problems through the rest of the film. Documented benchmarks: about 5 generations to lock one character (~$9.78 per character), and one production covered 4 characters plus a key prop with just 11 reference images total.

5. Extract the winning panels and replace your references. Once a grid is approved, pull out the best individual panels and use them instead of the reference images you started with — the extracted panels become the canonical anchors the invideo agent attaches to scene generations from that point on. This substitution is what upgrades fidelity mid-workflow: every later shot is now anchored to an image from your own approved world, not to an outside reference.

6. Attach the sheet to every video generation. Every prompt, for every clip, carries the character panels plus your locked style direction — that repetition is the consistency mechanism. The invideo agent routes each shot to the right video model: Seedance 2.0 reference-to-video accepts character and location references together and carries them across clips, while Kling generates multi-shot sequences natively — all of these models run inside invideo, so the sheet travels with every shot without switching tools.

7. Make a new sheet when the character changes. If the character's appearance evolves across the story — a costume change, accumulated props — create a distinct sheet per visual beat; one production needed a separate character sheet for every sequence because the character picked up a new trinket in each location.

8. Fix drift at the sheet, not the shot. When a continuity error appears mid-film, ask the invideo agent to inspect the character sheet rather than re-rolling the shot: in one documented case it identified the exact panel containing the error, corrected it, stored the updated sheet in context, and regenerated only what was needed, leaving the rest of the film intact. The same grid discipline extends beyond characters to environments and key props.

Watch some of these to see what works for you:

We no longer need to use the reference images that we gave earlier. Now, when it wants to create the actual scenes, it can use these images and come much closer every single time to the shot that we actually want for continuity and for the vision I see in my head.

— invideo's creative team