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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 · 10.294 new cases today, plus two picks — one new, one retested.→
+4 in 24h2021 cases481 creators24 deep cases
What we produceCase · Skill · Creator
Female Shinobi Summons a Black Dragon to Battle a Temple Demon
CASE
Female Shinobi Summons a Black Dragon to Battle a Temple Demon
Braided Swordswoman Breaks Out of the Letterbox Frame
SKILL
Action continuity choreography
皮克斯风格双人肖像
CREATOR
AiWithHani
New models this week
Seedance 2.5Seedance 2.0Nano Banana ProMiniMax H3GPT Image 2KlingClaudeGeminiGrok ImagineClaude Opus 5.5VeoQwen 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
Elemental Merlin Kung Fu
Elemental Merlin Kung Fu
120 views this week · Seedance 2.0
Golden Knight Defends Against a Demon in a Ruined Cathedral
Golden Knight Defends Against a Demon in a Ruined Cathedral
102 views this week · Seedance 2.5
A Pink-Haired Woman Driving Beneath Flying Traffic in 2050
A Pink-Haired Woman Driving Beneath Flying Traffic in 2050
87 views this week · Seedance 2.5
Pink-Haired Woman Walks Calmly Ahead of a Midnight Road Explosion
Pink-Haired Woman Walks Calmly Ahead of a Midnight Road Explosion
86 views this week · Seedance 2.5
Kitchen Cabinet Creak Turns Out to Be a Man Bending Over
Kitchen Cabinet Creak Turns Out to Be a Man Bending Over
85 views this week · Seedance
Boa Hancock Water Obstacle Race Prompt
Boa Hancock Water Obstacle Race Prompt
83 views this week · Seedance 2.5
§ 02 · Rankings

Two rankings: spread heat and retest results.

Platform Heat Ranking

01
Female Shinobi Summons a Black Dragon to Battle a Temple Demon
Female Shinobi Summons a Black Dragon to Battle a Temple Demon
Interactions 329
75
02
Woman in Black Battles a Gang in an Underground Mahjong Parlor
Woman in Black Battles a Gang in an Underground Mahjong Parlor
Interactions 512
73
03
A Mountain Valley Dam Diorama Inside a Jelly Block
A Mountain Valley Dam Diorama Inside a Jelly Block
Interactions 450
72
04
Woman in Sunglasses Stands in Platform Wind as a Train Rushes Past
Woman in Sunglasses Stands in Platform Wind as a Train Rushes Past
Interactions 440
71
05
Dark Analytics Dashboard for AI Coding Sessions
Dark Analytics Dashboard for AI Coding Sessions
Interactions 1,697
69
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
41
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
23
03
Pastel Capsule-Eyed Robot Doll Against a Charcoal Background
Pastel Capsule-Eyed Robot Doll Against a Charcoal Background
Interactions 2,084
15
04
Natural Beauty Retouch for Portrait Photos
Natural Beauty Retouch for Portrait Photos
Interactions 1,930
14
05
Warm Pixel-Art ADHD Daily Dashboard with Greenery
Warm Pixel-Art ADHD Daily Dashboard with Greenery
Interactions 1,327
13
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
Woman in Sunglasses Gazing Up at the Sky on a Sunset Beach
Woman in Sunglasses Gazing Up at the Sky on a Sunset Beach
Interactions 5
10
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
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%
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%
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 106 →
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 →
01谷歌发布 Gemini 4 Carbon,称登顶 AA v515 sources
02Google DeepMind 发布 Genie 4 世界模型研究预览版13 sources
03Anthropic 递交 S-1,拟以 ANT 登陆纳斯达克9 sources
04Apple发布PROLED XDR屏MacBook Pro,首配触控3 sources
05OpenAI 发布 GPT-6.1 Terra,API 价格减半3 sources
06微软首披Azure单季营收332亿美元,超预期3 sources
07Anthropic公布药物研发合作,并传收购Mithril Medicine2 sources
08Anthropic 一团队取消编程面试,改看原型3 sources
09Artificial Analysis 发布 v5 指数,开源模型排名下滑4 sources
10NVIDIA 发布开放权重语音模型 Nemotron 3.5 Transcribe4 sources

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

10-29 08:31 (UTC+8)

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