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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 · 10.16Nothing new yet today. Start with two picks — one new, one retested.→
+2 in 24h1757 cases434 creators24 deep cases
What we produceCase · Skill · Creator
Seoul Subway Revenge: Woman Throws Her Tormentor into a Bin
CASE
Seoul Subway Revenge: Woman Throws Her Tormentor into a Bin
Tokyo Street Food Phone Vlog
SKILL
POV and vlog presence
Parasite Outbreak in a High-Security Laboratory
CREATOR
AIwithSynthia
New models this week
Seedance 2.5MiniMax H3Seedance 2.0GPT Image 2Nano Banana ProKlingClaudeGeminiGrok 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
161 views this week · Seedance 2.0
Woman in Green Summons a Fiery Tree Guardian Against Demons
Woman in Green Summons a Fiery Tree Guardian Against Demons
152 views this week · Seedance 2.5
Boa Hancock Water Obstacle Race Prompt
Boa Hancock Water Obstacle Race Prompt
127 views this week · Seedance 2.5
Seedance 2.5 Hyperreal AI Live Wallpaper: Outfit-Changing Heroine in One Take
Seedance 2.5 Hyperreal AI Live Wallpaper: Outfit-Changing Heroine in One Take
127 views this week · Seedance 2.5
Frozen Time and Rewind in a 1950s Diner
Frozen Time and Rewind in a 1950s Diner
125 views this week · Seedance 2.5
A Woman Changes Outfits on a Persian Rug Beneath a Ceiling Fan
A Woman Changes Outfits on a Persian Rug Beneath a Ceiling Fan
115 views this week · Seedance 2.5
§ 02 · Rankings

Two rankings: spread heat and retest results.

Platform Heat Ranking

01
Seoul Subway Revenge: Woman Throws Her Tormentor into a Bin
Seoul Subway Revenge: Woman Throws Her Tormentor into a Bin
Interactions 3,063
63
02
A Nun Becomes an Angel and Slays Demons in a Ruined Cathedral
A Nun Becomes an Angel and Slays Demons in a Ruined Cathedral
Interactions 569
57
03
A Little Girl Learns Fruits and Their English Names at Preschool
A Little Girl Learns Fruits and Their English Names at Preschool
Interactions 423
50
04
老屋微缩模型提示词
老屋微缩模型提示词
Interactions 573
49
05
Woman in Green Summons a Fiery Tree Guardian Against Demons
Woman in Green Summons a Fiery Tree Guardian Against Demons
Interactions 755
47
01
Wong Kar-wai-Style: Sunset Burning a Whole Wall Amber
Wong Kar-wai-Style: Sunset Burning a Whole Wall Amber
Interactions 13.9K
14
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
14
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
14
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
14
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
14
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
Pastel Capsule-Eyed Robot Doll Against a Charcoal Background
Pastel Capsule-Eyed Robot Doll Against a Charcoal Background
Interactions 2,084
19
02
Natural Beauty Retouch for Portrait Photos
Natural Beauty Retouch for Portrait Photos
Interactions 1,930
18
03
Schoolboy Toddler Portrait and Three-View Character Sheet
Schoolboy Toddler Portrait and Three-View Character Sheet
Interactions 142
15
04
Image Prompt: Cafe Afternoon Tea Portrait, Prompt Share
Image Prompt: Cafe Afternoon Tea Portrait, Prompt Share
Interactions 177
14
05
Image Prompt: Florist Shop Girl Portrait, Prompt Share
Image Prompt: Florist Shop Girl Portrait, Prompt Share
Interactions 106
11
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
19
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
Childhood Toys Dialogue Prompt
Childhood Toys Dialogue Prompt
Seedance 2.0
Repro 1/1
90%
02
Korean Skincare Beauty Ad
Korean Skincare Beauty Ad
Seedance 2.0
Repro 0/1
89%
03
Vibrant K-pop Stage Performance
Vibrant K-pop Stage Performance
Seedance 2.0
Repro —
89%
04
Cats Chasing via Red Mini Motorcycle
Cats Chasing via Red Mini Motorcycle
Seedance 2.0
Repro —
89%
05
Premium Shampoo Ad Project
Premium Shampoo Ad Project
Seedance 2.0
Repro —
89%
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
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
Confident Woman Atop a Train in a Futuristic Metropolis
Confident Woman Atop a Train in a Futuristic Metropolis
MiniMax H3 / MiniMax
Repro —
88%
04
Potato Spun into Crispy Chips and Automatically Packaged
Potato Spun into Crispy Chips and Automatically Packaged
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%
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
Mediterranean Yacht Club Fashion Editorial
Mediterranean Yacht Club Fashion Editorial
Nano Banana Pro
Repro —
90%
05
Luxury Car Magazine-Style Portrait
Luxury Car Magazine-Style Portrait
Nano Banana Pro
Repro 1/1
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 98 →
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 →
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 →
§ 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 →
01Meta 开源 816B 模型 Muse Spark Open,Apple 演示 Mac Studio 本地运行18 sources
02Google 发布 Gemini 4 Argon,仅付费用户可用8 sources
03OpenAI工程师涉装录音设备被捕5 sources
04英伟达开源 Nemotron 3.5 Super VL 多模态智能体模型17 sources
05Anthropic 自研 Scion 替换 git 并分享经验5 sources
06DeepSeek 服务中断近5小时 致歉并补偿API用户3 sources
07Anthropic三季度收入168亿美元,增速放缓5 sources
08八州起诉OpenAI称ChatGPT对儿童不安全3 sources
09苹果诉OpenAI窃密,法官令OpenAI交招聘材料3 sources
10xAI 发布 Grok Voice 3.0,登顶语音评测榜6 sources

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

10-16 02:59 (UTC+8)

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