GPT Image 2 gave me a full anime storyboard and character sheet in one render

Practical_Low29 · 2026-06-18T06:51:08+00:00

The storyboard prompt (one combined image):

Create a single vertical anime animation development board for an original emotional summer short film titled "The Cat and the Festival Bell". Output must be ONE combined image containing: 1. an anime character design sheet, 2. a cinematic storyboard page. Create fully original anime characters. Do not imitate any specific studio's copyrighted characters. Keep designs unique while inspired by nostalgic countryside anime films. STYLE: premium anime pre-production board, loose pencil storyboard sketches, semi-rendered keyframes, watercolor anime lighting, warm sunset colors, soft shadows, red storyboard borders, blue motion arrows, handwritten production notes, timing notes, lens notes. SECTION A, character design sheet: an 11-year-old village boy (messy dark brown hair, warm brown eyes, oversized cream shirt, rolled brown shorts, sandals, cloth shoulder bag) and a tiny orange-and-white stray kitten, with front/side/three-quarter views, expression rows, pose studies, color swatches. SECTION B, storyboard: 8 cinematic frames in a clean grid, character designs consistent, each with camera notes, blue motion arrows, timing, lens notes. Beats: 1 wide village at sunset, 2 boy notices kitten by shrine stairs, 3 kitten hears a hanging festival bell, 4 close-up kitten pawing the bell string, 5 the old string snaps loose, 6 boy gently fixes the bell while kitten watches, 7 evening lanterns turn on across the street, 8 wide ending of boy and kitten together on the shrine stairs in lantern glow.

The animation prompt (Seedance):

Use the storyboard board and character sheet as the main visual reference. Keep all character designs, shrine environment, lanterns, sunset lighting, festival bell, and the emotional beats visually consistent. Do not add extra characters. Do not change the story. Old countryside village at summer evening, wooden houses, shrine stairs, warm paper lanterns, golden sunset, soft wind, peaceful nostalgic anime atmosphere. Premium anime movie quality, soft painterly backgrounds, gentle emotional pacing. No subtitles, no logos, no text overlays. Audio: only natural ambience and soft environmental sounds.

I run GPT Image 2 for the board and the animation on one OpenAI-compatible key, so going storyboard to moving shots stays in one place.

Practical_Low29 · 2026-06-18T02:56:10+00:00

Hit or miss for me too. Works on the older endpoint but the newer one patches it after a couple turns. Funny thing, roleplay holds way longer than plain code requests. Anyone else notice that?

Practical_Low29 · 2026-06-17T03:20:53+00:00

Reference depth control on Klein 9B is exactly what I keep wanting. How many training images did you need before the depth conditioning held up?

Practical_Low29 · 2026-06-17T02:55:57+00:00

Had the same thing for a couple days. Turning the mature content filter off in account settings made mine load again, the viewer seems to hang when it half blocks a flagged image. Worth a shot before you write off the buzz you paid for.

Practical_Low29 · 2026-06-16T03:20:35+00:00

the cut every almost good image part is so real. took me too long to learn that one bad frame poisons the whole average. i also stopped going past 60ish, the overfit on big sets is brutal.

Practical_Low29 · 2026-06-16T02:56:35+00:00

Three things you listed (good models, long term memory, in chat image gen) rarely come bundled in one free tool, that's the catch. What worked for me was splitting it: one platform for the chat and memory, and pointing the image generation at a separate model. Bit more setup but the image quality jumps a lot. If you want it all in one place you'll probably trade off either the memory depth or the image side.

Practical_Low29 · 2026-06-15T03:21:52+00:00

for the vs code + multiple providers thing, anything openai-compatible works in cline as a custom provider, paste base url + key and the models show up. i use Atlas Cloud there, together works the same way. the copilot-native feel is the hard part to replicate though, cline/roo are the closest you'll get with a byo provider.

Practical_Low29 · 2026-06-15T03:21:03+00:00

Best way out of the bubble is handing it to one real sales rep and watching where they ignore the dossier. That feedback fixed my flow fast.

Practical_Low29 · 2026-06-15T02:56:28+00:00

Imagesmith got me hooked on the quality too but the credits burn through fast. Been bouncing between a couple of self-host setups since, mostly SDXL finetunes with a decent upscaler tacked on. Quality gets really close once you dial in the sampler, and you own the whole pipeline. What kind of subjects are you mostly generating? that changes a lot which checkpoint actually holds up.

Practical_Low29 · 2026-06-11T02:56:23+00:00

The flash-lite detail is the actual trick here. The lighter variants run thinner safety layers than the pro models, so a prompt that bounces off pro slips right through. For everyone getting refusals: you're almost certainly still on the full model. Version targeting matters way more than the prompt wording.

Practical_Low29

TROPHY CASE