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📖THE STEP MOST CREATORS SKIP IS WHY THEIR AI ANIMATION LOOKS INCONSISTENT Consistency across clips doesn't come from prompting — it comes from the reference image. The pipeline, step by step: ▪ Start with ChatGPT Image 2 — generate a full character design sheet first, not just a single...

14,015 views • 1 month ago •via X (Twitter)

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You don't understand... Higgsfield MCP + Claude just automated AI film making. Every single step you used to grind through to make an AI movie, you can now do 10x faster. Drop the script into Claude Opus 4.8 and say: "Here's my script. Break it into a full shotlist. Shot number, scene, shot type, camera move and the action in each frame." Now the whole film is mapped, shot by shot. - Pull your assets. Ask Claude: "From this shotlist, list every character, every location and every prop across the whole film." That's your build list. The stuff you would need to generate and give as references in next steps. - Build the character sheets. Higgsfield MCP is connected, so Claude has hands now to do stuff directly. It generates the images itself. Have the full body, back view and close up in the character sheet. One per character. Each sheet becomes the locked reference for that face. Same move for locations, generate the empty plate for each one before anyone steps into it. - Generate the frames. Feed Claude the references plus the shot and have it write and fire the Seedance 2.0 prompt. "Using the lead's character sheet and the alley plate, generate shot 4 in Seedance 2.0. Low angle, slow push-in, rain." Claude builds the prompt, calls Seedance 2.0 and the frame lands back in chat. Use a Seedance 2.0 skill to teach Claude how to prompt it properly. Now, there are 3 ways to make the shots. Pick one per scene. - Pure prompting. Fastest one. You describe the action in words and let Seedance interpret it. For consistency across a sequence, feed it a frame from the previous shot so the look carries. - Storyboarding. You hand it a panel and it matches that composition exactly. Way more control over how the shot is framed. The tradeoff is that it can introduce more cuts than you actually want. - Path Control System This is the latest technique Seedance 2.0 technique. Generate a still base plate of the scene. Draw a red line across it to mark the exact path of the movement, then describe what's happening. Seedance follows that line for the action. Also ask Claude to remove the red line when animating. This is the one for anything where motion has to land precisely. The output reads like real live action. - Lastly, generate every clip you need, then cut them together. Get it to Capcut for editing and audio design. And that's it. The pipeline that used to need a full crew and a studio can now run from one Claude chat. 2026 is gonna be wild

Rez Karim

10,951 views • 2 months ago

Contact sheet prompting is the hottest AI video technique right now 🤯 One image in → 6 consistent frames out → cinematic video ads in minutes. But everyone's doing it manually. I automated the entire workflow in n8n + Airtable. Here's why contact sheet prompting is blowing up: You give AI one reference image, and it generates a grid of consistent shots — same face, same outfit, different angles. Instant storyboarding, full creative control, no photoshoots. The problem? It's super tedious: → Write the prompt manually → Generate the contact sheet → Crop each frame by hand → Feed frames into a video model one by one → Repeat for every product This n8n automation handles all of it: → Upload character image + product image → AI analyzes both and writes the contact sheet prompt → Nano Banana Pro generates a 6-frame grid → System extracts each frame automatically → Kling 2.5 generates smooth transitions between frames → You get 5 video clips ready to stitch Approval checkpoints at every stage, no surprises. What lands in your Airtable: → AI-generated creative prompt → Core hero image (model + product) → 6-frame contact sheet → 5 cinematic video clips → Full control before each generation step Contact sheet prompting on autopilot. I filmed a 20 minute Loom video showing you exactly how I set it up. Want the Loom + the complete n8n workflow + Airtable base? > Comment "SHEET" > Like this post And I'll send it over (must be following so I can DM)

Mike Futia

53,686 views • 8 months ago

Beauty ads just changed forever. Free Claude Opus 4.8 + GPT Image 2 + Seedance 2.0 workflow to spin up 100s of video ads. No studio, no model, no macro lens, no shoot day. Here's what nobody in beauty marketing wants to say out loud. That glossy lip shot. The droplet hitting the surface in slow motion. The whip-pan into the next scene. The crystalline product splash. All the stuff that used to need a real set, a real camera op, and a full shoot day. You can generate every frame of it from a text prompt now, and stitch it into a finished ad before your coffee goes cold. The workflow is almost stupidly simple: → Tell Claude Opus 4.8 the beauty shot you want (dewy skin macro, gloss-on-lips contact, ripple transition, the works) → Claude turns it into a shot-by-shot storyboard plus a prompt for every frame → GPT Image 2 generates the photoreal stills, frame by frame → Seedance 2.0 animates each one into a clip with that buttery slow-mo glide → You drop the clips into HeyOz and assemble the full ad in one place The real unlock is volume. This isn't one hero video. Once the workflow is dialed, you spin up hundreds of variations. Different shades, different models, different hooks, different transitions. The exact creative volume Meta rewards, minus the production cost that used to make it impossible. Old way: one shoot, one look, $10k+, weeks of waiting. New way: a hundred angles, any look, a few dollars each, same afternoon. I wrote up the entire workflow. The Claude storyboard prompt, the GPT Image 2 frame prompts, the Seedance motion settings, the full assembly flow. Completely free, no email gate. Want it? Comment "GLOSS" and I'll send it straight over. (make sure you're following so it can actually reach you)

Ahad Shams

11,232 views • 2 months ago

Teenage Parkour Runner 🏃‍♂️ Made with Seedance 2.0 by Yapper Prompt : Generate a video: "Use the person from the reference image as the main character. Preserve the same face, hairstyle, age appearance, body type, skin tone, and clothing style from the reference image throughout the entire video. Maintain strong facial consistency and character identity across all shots." 0.0s – 1.5s Use the person from the reference image as the main character. Preserve the same face, hairstyle, age appearance, body type, skin tone, and clothing style from the reference image throughout the entire video. Maintain strong facial consistency and character identity across all shots. Wide aerial shot of a dense modern city at sunset. The teenage parkour runner sprints across a rooftop. Golden sunlight reflects from skyscraper windows. Dynamic drone chase camera from behind. 1.5s – 3.0s The runner accelerates and vaults over rooftop railings and obstacles with expert parkour technique. Low-angle tracking camera emphasizes speed, agility, and athletic movement. 3.0s – 4.5s The runner leaps across a rooftop gap high above the city streets. Cinematic orbit camera during the jump, realistic physics, smooth landing. 4.5s – 6.0s The runner performs a wall-run up the side of a building, grabs a ledge, and pulls upward. Close-up action shot showing determination and fluid movement. 6.0s – 7.5s The runner rapidly climbs a vertical maintenance ladder toward higher rooftops. Camera tilts upward, revealing the glowing sunset skyline. 7.5s – 9.0s The runner emerges onto a higher rooftop and performs a final long jump toward the tallest skyscraper. Epic cinematic perspective, realistic motion, dramatic scale. 9.0s – 10.0s The runner reaches the summit of the tallest building and stands at the edge overlooking the illuminated city. The camera pulls back into a massive aerial shot as the sunset paints the skyline with orange, pink, and purple colors. Epic, inspirational ending. Style: Ultra-realistic, cinematic parkour action, golden hour lighting, realistic human motion, dynamic drone cinematography, high detail, film-quality color grading, volumetric lighting, atmospheric haze, 4K, smooth motion blur, consistent character identity from reference image. Negative Prompt: face changes, identity drift, different person, inconsistent clothing, blurry face, distorted anatomy, extra limbs, unrealistic parkour, floating, physics errors, low quality, cartoon, anime, CGI look, frame glitches, watermark, logo, text, camera shake, motion artifacts, 9:16.

Zar⭕on

25,900 views • 2 months ago