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Case library · Public evidence

Start with the work. Trace it back to the maker and method.

No news summaries—only cases that point to finished work, creators, process, and original sources. Rankings, favorites, creator pages, and retests all grow from the same case.

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Elon Musk Starship Journey
AI VideoX07/27/2026

Elon Musk Starship Journey

Creator Amrutraj →

A video prompt depicting Elon Musk traveling to Mars inside a Starship and interacting with an AI.

Skill · POV and vlog presence

Prompt

Elon Musk sitting inside the Starship spacecraft while travelling to…

Source heat
12
Stability
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Lively Portrait in a Cafe
AI ImageX07/27/2026

Lively Portrait in a Cafe

Creator Aatif J →

A warm and natural portrait prompt depicting a young man laughing heartily in a cozy, rustic cafe.

Skill · Editorial portrait composition

Prompt

This vertical portrait captures a {argument name="subject"…

Source heat
11
Stability
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Stop-Motion-Style Mental Health App Promo
AI VideoX07/14/2026

Stop-Motion-Style Mental Health App Promo

Creator AI Theory →

A comprehensive video generation prompt for creating a 10-second stop-motion animation with Gemini Omni. The prompt follows a scripted sequence about mental stress and an AI assistant app, using a handmade paper-cut art style.

Skill · Animation style and character consistency

Prompt

Generate a single, seamless 10-second video that animates the sequence of…

Source heat
11
Stability
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Showa-Era Retro Living Room Scene
AI VideoX07/26/2026

Showa-Era Retro Living Room Scene

Creator 真坂参志郎 →

A narrative prompt depicting a nostalgic Showa-era scene of a grandmother and grandchildren together, focusing on character interaction and dialogue.

Prompt

A grandmother who had been watching TV in the living room stands up,…

Source heat
10
Stability
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Hardcore Sci-Fi Anime Edit
AI VideoX07/26/2026

Hardcore Sci-Fi Anime Edit

Creator PixieVerse →

An ultra-fast-paced anime action edit for the character Kael Drayn, featuring a hardcore sci-fi aesthetic and variable frame-rate effects.

Skill · Animation style and character consistency

Prompt

KAEL DRAYN @[Image] — "Frontier Justice" | Action Sequence. 15-second…

Source heat
10
Stability
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Retro 1970s Alphabet Graphic Design
AI ImageX07/24/2026

Retro 1970s Alphabet Graphic Design

Creator Heather Green →

A detailed prompt for generating a whimsical alphabet set in a 1970s graphic style, featuring playful rounded lettering, bold outlines, and bright soft-toned decorations.

Prompt

A collection of alphabet letters, {argument name="letters" default="A…

Source heat
9
Stability
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Luxury Beauty and Skincare ASMR
AI VideoX07/25/2026

Luxury Beauty and Skincare ASMR

Creator Pan →

A creative prompt for generating a high-maintenance luxury beauty and skincare routine with a tsundere ASMR personality, presented in a vintage camera shooting style.

Prompt

High-maintenance luxury beauty/skincare routine with sassy, condescending…

Source heat
9
Stability
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Tattoo Generator
AI VideoComfy Workflows

Tattoo Generator

Creator Rob →

This workflow is not flashy — it solves a real tattoo-design communication problem. A PrimitiveStringMultiline node takes a one-line idea, a ComfySwitchNode toggles between common tattoo styles such as blackwork, fine-line and geometric, StringConcatenate assembles the final prompt, and a ResolutionSelector presets canvas ratios for patch, sleeve or flash-sheet layouts. The result is a guided input flow rather than a single block of prompt text, which is why it's worth keeping around — the same style-switch-plus-canvas-preset pattern transfers directly to other stylized image generation needs.

Prompt

Turn your tattoo design ideas into reality with this AI tattoo generator…

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4K Seedance 2.0 - Reference to Video
AI VideoComfy Workflows

4K Seedance 2.0 - Reference to Video

Creator Purz →

What makes this worth including is that it draws a clear capability boundary for 4K video generation. The source page doesn't publish a node-level breakdown, but its capability tags tell the real story: character consistency, multiple angles, lip sync, style reference and style transfer all showing up together — abilities that usually conflict in reference-to-video pipelines, where most tools can hold composition but lose identity or lip sync. Seeing all of them handled inside a single Seedance 2.0 node makes this a useful reference point for judging whether the model fits character-driven short-video work.

Prompt

Generate cinematic videos from reference images and text prompts in 4K.…

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Seedance 2.0 + LLM Prompt Helper
AI VideoComfy Workflows

Seedance 2.0 + LLM Prompt Helper

Creator enigmatic_e →

What's worth including here isn't the final video, it's the pattern of using an LLM as a prompt intermediary. Two reference images and a short description go into GeminiNode, which expands them into a detailed prompt in the format Seedance 2.0 responds well to; that generated prompt, together with the reference images, then feeds ByteDance2ReferenceNode for the actual render, with a MarkdownNote in between that lays the LLM-written prompt out for a human to read and edit. For anyone who keeps re-tuning prompt formatting for the same video model, this two-stage LLM-assist-then-generate structure is directly reusable.

Prompt

This workflow uses two reference images and a simple text description to…

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AI on the Lot 2026_LTX-2.3_IC LoRA (Union Control)
AI VideoComfy Workflows

AI on the Lot 2026_LTX-2.3_IC LoRA (Union Control)

Creator Julien Durand | MJM →

This case earns its place by solving one of the more annoying problems in video editing: consistency. Edit a single frame of a video — say, painting a red shirt onto a boxer — and the workflow propagates that change across every frame while canny edge control keeps the original motion and structure from drifting. Compared with manually retouching frame by frame or regenerating the whole clip, this single-frame-edit-plus-propagation approach is much cheaper, and it's a good fit for wardrobe swaps, color fixes, or logo replacements where consistency across the whole clip matters.

Prompt

The second bonus workflow for AI on the Lot 2026, made available for…

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Velvet Grapes — Violet Rococo Halftone Poster
AI ImageGitHub

Velvet Grapes — Violet Rococo Halftone Poster

Creator v92388375-gif →

GoodCase reconstructed this prompt from the public result image and the creator's MIT-licensed Skill method, then ran two independent generations without the source image or a fixed seed. Both runs preserved the violet single-ink engraving, rococo frame, grape cluster, title, and labels at the requested 3:4 ratio. A/B stability: 8.7/10. This is not the creator's disclosed original prompt; the original model, seed, and exact prompt are unknown.

Skill · Poster information hierarchy+1

Prompt

GoodCase reconstructed prompt (not the creator's original): a vertical…

Source heat
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Stability
87
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Night Lily — Mint Halftone Botanical Poster
AI ImageGitHub

Night Lily — Mint Halftone Botanical Poster

Creator v92388375-gif →

GoodCase reconstructed this prompt from the public result image and the creator's MIT-licensed Skill method, then ran two independent generations without the source image or a fixed seed. Both runs preserved the mint single-ink halftone, engraved botanical texture, editorial typography, and requested copy; one run drifted from 3:4. A/B stability: 7.8/10. This is not the creator's disclosed original prompt; the original model, seed, and exact prompt are unknown.

Skill · Poster information hierarchy+1

Prompt

GoodCase reconstructed prompt (not the creator's original): a vertical…

Source heat
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Stability
78
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Arctic Mint Gum Commercial Photography
AI ImageX07/27/2026

Arctic Mint Gum Commercial Photography

Creator 小森映像 →

A professional advertising prompt for generating a refreshing mint gum product photo, with ice fog, water droplets, and premium commercial lighting effects.

Prompt

4:5 premium commercial ad, fictional {argument name="product"…

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Quiet Flight — Deep Teal Butterfly Poster
AI ImageGitHub

Quiet Flight — Deep Teal Butterfly Poster

Creator v92388375-gif →

GoodCase reconstructed this prompt from the public result image and the creator's MIT-licensed Skill method, then ran two independent generations without the source image or a fixed seed. Both runs preserved the oversized cropped butterfly, deep-teal single ink, bitmap engraving, editorial title, labels, paper texture, and 3:4 ratio. A/B stability: 9.3/10. This is not the creator's disclosed original prompt; the original model, seed, and exact prompt are unknown.

Skill · Poster information hierarchy+1

Prompt

GoodCase reconstructed prompt (not the creator's original): a vertical…

Source heat
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Stability
93
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Cute Bunny Chef Anime Cooking
AI VideoX07/24/2026

Cute Bunny Chef Anime Cooking

Creator Jiade 05 →

A delightful first-person anime cooking video prompt featuring a little bunny assistant and a chef making a fluffy omelet in a cozy pastel kitchen.

Skill · Process and transformation story+1

Prompt

Create a 15-second Ultra HD 4K anime cooking show POV video inspired…

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Japanese Summer Festival Selfie Vlog
AI VideoX07/17/2026

Japanese Summer Festival Selfie Vlog

Creator Northimage →

A refined multi-shot video prompt for creating a realistic 9:16 handheld selfie vlog documenting a woman at a Japanese summer festival. The video should feature consistent character details, a rhythmic chant, and a traditional festival atmosphere.

Skill · POV and vlog presence

Prompt

STYLE: Handheld selfie vlog — arm's-length front camera, eyes locked to…

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1990s Disney-Style Forest Animation
AI VideoX07/24/2026

1990s Disney-Style Forest Animation

Creator Sam Aoteman →

A multi-scene video prompt for creating a 1990s Disney-style hand-drawn animation starring a raccoon and a turtle in the forest.

Skill · Animation style and character consistency

Prompt

Classic 1990s Disney-style hand-drawn animation, colorful forest,…

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Stability
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Dark Surreal Mirror-Reflection Horror Short
AI VideoX07/27/2026

Dark Surreal Mirror-Reflection Horror Short

Creator Nexus AI →

A complex cinematic video prompt presenting a psychological horror scene about a man and his perceived reflection. The shot moves from a symmetrical medium shot to a dramatic slow-motion mirror shatter, ending with an infinite mirrored void and a hard cut to black.

Prompt

@referance image As first frame. A sharply dressed man in a dark blazer…

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1970s Paris Cinéma Vérité Video Prompt
AI VideoX07/27/2026

1970s Paris Cinéma Vérité Video Prompt

Creator Ashley Ward →

A prompt for Grok Imagine designed to generate authentic 1970s Paris documentary footage featuring a gritty 16mm film aesthetic with organic grain and natural lighting.

Prompt

Gritty 16mm cinéma vérité, authentic 1970s Paris documentary footage,…

Source heat
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Stability
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Musical Shrimp Birthday Party
AI VideoX07/19/2026

Musical Shrimp Birthday Party

Creator Cinemonroll →

A whimsical video prompt depicting animated shrimp celebrating a birthday on a beach, with one singing and the others playing piano keys.

Prompt

The lead shrimp sings happily with mouth moving clearly, as if singing…

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Comedic Cat-and-Mouse Animation
AI VideoX07/25/2026

Comedic Cat-and-Mouse Animation

Creator Cencen →

A cinematic 3D animated chase-scene prompt inspired by classic American silent comedy, with complex physics effects and character interactions.

Skill · Animation style and character consistency

Prompt

Jana animasi kejar-mengejar kucing dan tikus kartun 3D mendatar…

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Childhood Toy Conversation Prompt
AI VideoX07/26/2026

Childhood Toy Conversation Prompt

Creator PixelAIGC →

A video prompt describing a conversation among friends at a bar about the differences between boys' and girls' toys in childhood.

Prompt

主体:两个男人和一个女人,他们是朋友 场景:一家酒吧,他们三个人围坐在一张桌子上喝茶…

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Latest August One-Click E-Commerce Background Replacement Workflow, Includes F.1 Repainting for Better Results
AI ImageLiblibAI

Latest August One-Click E-Commerce Background Replacement Workflow, Includes F.1 Repainting for Better Results

Creator 设计师学Ai →

This workflow can be used with one click on liblibai, with plugins and models already installed. Recommended large model: majicMIX realistic, or other realistic-style SD1.5 large models. Recommended LoRA: Lin He - Wuhua Tianbao - e-commerce commercial product modeling and rendering premium-assist LoRA. If you do not have a membership, you can use other SD1.5 e-commerce-style LoRAs. The workflow tutorial is being updated. Workflow steps: 1. In the first Load Image module, upload the product image. 2. In the second Load Image module, upload the product style reference image. 3. Load the correct models required in the workflow. If you are not sure how to adjust them, you can watch the video tutorial (video tutorial pending update). 4. Click Generate. Workflow compiled and published by [Designer Learns Ai]. If you like this workflow, remember to follow me. My homepage has more workflows published. Workflow page; for commercial use, you must also verify the base model, LoRA, nodes, and input materials. License: not specified on the original page, pending manual review.

Prompt

This workflow can be used with one click on liblibai, with plugins and…

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