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GoodCase.ai · AI Prompt Case Collection
DSH PluginsChangelogFeedback
ModelsCreatorsSeedance 2.5Seedance 2.0GPT Image 2GeminiNano Banana ProClaudeClaude Opus 5.5Grok ImagineVeoKlingQwen ImageGPT Image 1.5MiniMax H3

See which cases actually workFollow the creators shipping on the front line.

How we collect cases, retest them, and build the rankings. The whole process is open source.

View rankings →Agent access →Submit a caseGitHub · Awesome series ↗
A secret door · Carl’s magic study↗Daily digest · 11.0871 new cases today, plus two picks — one new, one retested.→
+71 in 24h2139 cases513 creators24 deep cases
What we produceCase · Skill · Creator
Geometric bird animation mixed with a curiosity notebook demo
CASE
Geometric bird animation mixed with a curiosity notebook demo
Braided Swordswoman Breaks Out of the Letterbox Frame
SKILL
Action continuity choreography
Wuxia Mood: A Woman Walking Alone With a Sword in a Dusk Desert
CREATOR
赵一帆_
New models this week
Seedance 2.5Seedance 2.0GPT Image 2Nano Banana ProMiniMax H3KlingClaudeGeminiClaude Opus 5.5Grok ImagineVeoQwen ImageGPT Image 1.5
Model rankings →
New experiment · DSH — DeepSeek Harness Plugin Heat Charts →
§ 01 · Trending

What everyone watched this week.

Ranked by on-site views
A Leisurely Walk Through an Old Seoul Neighborhood
A Leisurely Walk Through an Old Seoul Neighborhood
161 views this week · Seedance
Earbud-Wearing Heroine Moves Vehicles by Telekinesis to Repel Zombies
Earbud-Wearing Heroine Moves Vehicles by Telekinesis to Repel Zombies
138 views this week · Seedance 2.5
Elemental Merlin Kung Fu
Elemental Merlin Kung Fu
111 views this week · Seedance 2.0
A Young Woman’s Summer Afternoon in an Old Seoul Neighborhood
A Young Woman’s Summer Afternoon in an Old Seoul Neighborhood
111 views this week · Seedance 2.5
Female Shinobi Summons a Black Dragon to Battle a Temple Demon
Female Shinobi Summons a Black Dragon to Battle a Temple Demon
101 views this week · Seedance 2.5
Female Clown Smashes a Jack-o’-Lantern in a Foggy Forest
Female Clown Smashes a Jack-o’-Lantern in a Foggy Forest
90 views this week · Seedance 2.5
§ 02 · Rankings

Two rankings: spread heat and retest results.

Platform Heat Ranking

01
Geometric bird animation mixed with a curiosity notebook demo
Geometric bird animation mixed with a curiosity notebook demo
Interactions 732
81
02
GPT Image 2.6 日本オフィス社員 容姿ランダム生成
GPT Image 2.6 日本オフィス社員 容姿ランダム生成
Interactions 568
80
03
Potala Palace rising from a white wall and dissolving diagonally
Potala Palace rising from a white wall and dissolving diagonally
Interactions 485
68
04
Developer demo of vector export, GIFs, and tiered image generation
Developer demo of vector export, GIFs, and tiered image generation
Interactions 506
68
05
Mage Duels Three-Headed Cerberus in a Volcanic Caldera
Mage Duels Three-Headed Cerberus in a Volcanic Caldera
Interactions 495
68
01
Wong Kar-wai-Style: Sunset Burning a Whole Wall Amber
Wong Kar-wai-Style: Sunset Burning a Whole Wall Amber
Interactions 13.9K
15
02
Wong Kar-wai-Style: A Hand Reaching for Whiskey on a Dusk Wooden Table
Wong Kar-wai-Style: A Hand Reaching for Whiskey on a Dusk Wooden Table
Interactions 13.9K
15
03
Wong Kar-wai-Style: A Face Lit Only by a Phone Screen
Wong Kar-wai-Style: A Face Lit Only by a Phone Screen
Interactions 13.9K
15
04
Wong Kar-wai-Style: The Whole Street Moves While She Stands Still
Wong Kar-wai-Style: The Whole Street Moves While She Stands Still
Interactions 13.9K
15
05
Wong Kar-wai-Style: A Still Figure Looking Up in a Rainstorm at Night
Wong Kar-wai-Style: A Still Figure Looking Up in a Rainstorm at Night
Interactions 13.9K
15
01
Bat Swings and Dodges in a Post-Apocalyptic Mall Plaza
Bat Swings and Dodges in a Post-Apocalyptic Mall Plaza
Interactions 16.4K
24
02
整体视频参考@视频 舞蹈动作,人物长相@图,衣服@图。
整体视频参考@视频 舞蹈动作,人物长相@图,衣服@图。
Interactions 8,869
16
03
Pastel Capsule-Eyed Robot Doll Against a Charcoal Background
Pastel Capsule-Eyed Robot Doll Against a Charcoal Background
Interactions 2,084
13
04
Courtyard Layout and Landscaping of a Two-Story Chinese-Style Resort
Courtyard Layout and Landscaping of a Two-Story Chinese-Style Resort
Interactions 5,021
12
05
Natural Beauty Retouch for Portrait Photos
Natural Beauty Retouch for Portrait Photos
Interactions 1,930
12
01
NASA Open-Source Rover
NASA Open-Source Rover
Interactions 9,578
10
02
SO-101 Open-Source Robotic Arm
SO-101 Open-Source Robotic Arm
Interactions 7,094
10
03
MimiClaw: A $5-Chip AI Assistant
MimiClaw: A $5-Chip AI Assistant
Interactions 5,681
9
04
OpenCat Quadruped Robot Framework
OpenCat Quadruped Robot Framework
Interactions 5,106
8
05
reBot Developer Robotic Arm
reBot Developer Robotic Arm
Interactions 4,064
8
01
照片转复古套色印花海报:雾霾蓝奶油黄的插画满铺,右下角留原图
照片转复古套色印花海报:雾霾蓝奶油黄的插画满铺,右下角留原图
Interactions 1,882
25
02
照片转诗意印刷海报:主体穿过大字,彩色网点加右上角 ORIGINAL 原图
照片转诗意印刷海报:主体穿过大字,彩色网点加右上角 ORIGINAL 原图
Interactions 888
22
Heat = weighted interactions vs. same-platform cases (85%) + interaction velocity (15%), decayed with a 7-day half-life. Sources need at least 50% data completeness to be ranked. It ranks position, not raw counts.View full heat ranking →

Stability Ranking

Beta experiment
01
Karakoram Motorcycle Commercial
Karakoram Motorcycle Commercial
Seedance 2.5
Repro —
87%
02
Fruit Cookie E-Commerce Ad
Fruit Cookie E-Commerce Ad
Seedance 2.5
Repro —
83%
03
Tokyo Street Food Phone Vlog
Tokyo Street Food Phone Vlog
Seedance 2.5
Repro —
82%
04
Seedance 2.5 Japanese Summer Festival Yukata Selfie Vlog
Seedance 2.5 Japanese Summer Festival Yukata Selfie Vlog
Seedance 2.5
Repro —
82%
05
Classic Mustang Golden Hour Drive
Classic Mustang Golden Hour Drive
Seedance 2.5
Repro —
81%
01
Childhood Toys Dialogue Prompt
Childhood Toys Dialogue Prompt
Seedance 2.0
Repro 1/1
90%
02
Vibrant K-pop Stage Performance
Vibrant K-pop Stage Performance
Seedance 2.0
Repro —
89%
03
Cats Chasing via Red Mini Motorcycle
Cats Chasing via Red Mini Motorcycle
Seedance 2.0
Repro —
89%
04
Korean Skincare Beauty Ad
Korean Skincare Beauty Ad
Seedance 2.0
Repro 0/1
89%
05
Premium Shampoo Ad Project
Premium Shampoo Ad Project
Seedance 2.0
Repro —
89%
01
Nano Banana Hand-Drawn Wireframe to SaaS Landing Page
Nano Banana Hand-Drawn Wireframe to SaaS Landing Page
Google Nano Banana · Next.js · Shadcn UI / GPT-5.6 Sol
Repro 1/1
93%
02
Professional Beef Taco Product Photography
Professional Beef Taco Product Photography
Nano Banana Pro
Repro —
91%
03
Lively Portrait in a Cafe
Lively Portrait in a Cafe
Nano Banana Pro
Repro 1/1
91%
04
Luxury Car Magazine-Style Portrait
Luxury Car Magazine-Style Portrait
Nano Banana Pro
Repro 1/1
90%
05
Japanese School Uniform Classroom Portrait
Japanese School Uniform Classroom Portrait
Nano Banana Pro
Repro 1/1
90%
01
A Galaxy in a Teacup: Macro Photography
A Galaxy in a Teacup: Macro Photography
GPT Image 2
Repro 1/1
93%
02
Floating Gourmet Food Commercial Campaign
Floating Gourmet Food Commercial Campaign
GPT Image 2
Repro 1/1
91%
03
Italian Woman Lifestyle Editorial
Italian Woman Lifestyle Editorial
GPT Image 2
Repro 1/1
91%
04
Nostalgic East Asian Travel Poster
Nostalgic East Asian Travel Poster
GPT Image 2
Repro —
90%
05
Early Internet-Style Personal Profile Page
Early Internet-Style Personal Profile Page
ChatGPT Image 2
Repro 0/1
90%
01
Golden-Hour Stroll Along the Coast
Golden-Hour Stroll Along the Coast
MiniMax H3 / MiniMax
Repro —
91%
02
MiniMax H3 Coastal Train Opening: Filmic Carriage-to-Seascape Romance PV Prompt
MiniMax H3 Coastal Train Opening: Filmic Carriage-to-Seascape Romance PV Prompt
MiniMax H3
Repro —
89%
03
Potato Spun into Crispy Chips and Automatically Packaged
Potato Spun into Crispy Chips and Automatically Packaged
MiniMax H3 / MiniMax
Repro —
88%
04
Confident Woman Atop a Train in a Futuristic Metropolis
Confident Woman Atop a Train in a Futuristic Metropolis
MiniMax H3 / MiniMax
Repro —
88%
05
A Film Photographer’s Golden-Hour Walk
A Film Photographer’s Golden-Hour Walk
MiniMax H3 / MiniMax
Repro —
88%
Stability = average score across independent model retests. Reproduced n/m = retests judged reproduced / retests judged so far. A dash means not retested or not judged yet.View full stability ranking →
§ 03 · Installable Skills

Installable skills grown from cases.

All 109 →
Braided Swordswoman Breaks Out of the Letterbox Frame
Distilled evidence
Action continuity choreography

Source case: “Braided Swordswoman Breaks Out of the Letterbox Frame”

npx skills add LearnPrompt/goodcase-lite --skill action-continuity-choreography --global --copy --yes --full-depthView Skill →
GPT Image 2 + MiniMax H3 Player Stats Panel Intro Animation
Distilled evidence
Epic fantasy and sci-fi spectacle

Source case: “GPT Image 2 + MiniMax H3 Player Stats Panel Intro Animation”

npx skills add LearnPrompt/goodcase-lite --skill epic-fantasy-scifi-spectacle --global --copy --yes --full-depthView Skill →
Tokyo Street Food Phone Vlog
Distilled evidence
POV and vlog presence

Source case: “Tokyo Street Food Phone Vlog”

npx skills add LearnPrompt/goodcase-lite --skill pov-vlog-presence --global --copy --yes --full-depthView Skill →
§ 04 · Producer

Producer Carl, who tests every tool himself.

Carl's avatar
CarlGoodCase.ai founder · Top AI tech creator

Six years in LLM R&D (ByteDance / Alibaba / Baidu). Pays out of pocket to test every tool and translates AI workflows into plain talk.

Guest AI lecturer, Communication University of China2025 AIGCRank Annual AI Tutorial Creator
Let's be friends ↗
Followers across platforms
50W+
Combined views on Douyin & Video Channel
2000W+
Views from the Hunan TV 《群星闪耀时》 collab
100W+
MomentsFrom conference stages to livestream floors, over the past year.
WAIC — World AI Conference
01WAIC — World AI Conference

2026 WAIC livestream tour with digital-life creator Khazix, bringing the frontier show floor to the screen for everyone who couldn't be there.

2026.07 · Livestream Tour · × Khazix
MediaStorm — Internal Sharing
02MediaStorm — Internal Sharing

Invited to share hands-on OpenClaw workflow experience inside MediaStorm, talking AI workflows face-to-face with Tim.

2026.03 · OpenClaw · × Tim
D20 — Alibaba Global Design Deans Summit
03D20 — Alibaba Global Design Deans Summit

Invited two years running, on a panel with Alibaba Design Committee chair Qingyun and NotebookLM lead Wang Shan.

2025–2026 · Panel Guest
§ 05 · AI Hot

Today's AI hot topics, aggregated live across sources.

Top 10 right now, synced hourly.

Go to AI HOT →
01Anthropic 拟感恩节前 IPO,估值预期下调至 1.25–1.75 万亿美元3 sources
02Anthropic 发布研究拆解 Claude 智能体记忆机制2 sources
03OpenAI 110亿美元首笔融资到账,估值1.25万亿4 sources
04Nous Research 微调 Qwen 推出 Arete-27B2 sources
05Meta在Muse推出spaces并升级模型4 sources
06OpenAI 发布 Images 2.6,ChatGPT 可直接生成 GIF5 sources
07GPT-6.1 Sol参与小鼠脑手术定位实验IT之家·人工智能
08DeepSeek网页与API服务中断45分钟后恢复IT之家·人工智能
09Thinking Machines 发布 Inkling 2 Small,权重下周开源3 sources
10OpenAI 员工澄清 Pro 套餐无 5 小时限制及用量倍数X:Tibo (@thsottiaux)

Data from AI HOT, aggregated live across sources · aihot.virxact.com/hot

11-08 15:05 (UTC+8)

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