🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 600+ cases traced to original posts, 260+ cross-model retest runs with public verdicts, 25 copy-ready templates, 50+ installable AI-video Skills.
概览
760 cases checked against their original posts, 367 cross-model retests, 27 reusable templates, and 67 installable AI-video Skills. The case library draws from goodcase.ai's 1649 verified AI cases across video, image, UI and copy. Case data syncs daily; new cases land every day. More verified AI cases with full prompts → GoodCase.ai New to AI video? Follow these five steps and you will have your own clip. Nothing to install. Templates are distilled from 760 verified cases. Skills can apply those structures or guide other parts of production. Just browsing? Go to Top 30 by heat or all cases. Want proof that a prompt holds up? See the cross-model retests. 27 templates, one per kind of clip, distilled from 604 verified cases. Pick the look you want, open its template, copy the block, swap the [bracketed] parts for your own subject, and hand it to any AI chat. Browse them all in the template index.
README
Awesome Seedance 
Verified Seedance 2.5 / 2.0 prompt library. 760 cases checked against their original posts, 367 cross-model retests, 27 reusable templates, and 67 installable AI-video Skills. The case library draws from goodcase.ai’s 1649 verified AI cases across video, image, UI and copy. Case data syncs daily; new cases land every day.
More verified AI cases with full prompts → GoodCase.ai
Contents
- 🚀 Start Here
- 🧩 Prompt Templates by Category
- 🧰 Skills
- 🔥 Top 30 by heat
- 🔁 Cross-model retests
- 🎬 All Prompts
- 🌐 Browse on goodcase.ai
- Why this list
- Statistics
- How to Contribute
- 🙏 Acknowledgements
- 👤 Author
🚀 Start Here
New to AI video? Follow these five steps and you will have your own clip. Nothing to install.
| Step | What to do |
|---|---|
| 1 | Pick a look in Prompt Templates by Category. Choose by the pictures. |
| 2 | Open that template (for example UGC creator review) and copy the block under Copy this. |
| 3 | Replace the [bracketed] parts with your own product, person or scene. |
| 4 | Send it to any AI chat (ChatGPT, Claude, Gemini) along with your reference images. You get back a finished prompt. |
| 5 | Paste that prompt into Seedance (Dreamina / Jimeng) and generate. If it looks off, read the template’s pitfalls and re-run. |
Templates or Skills? Templates are distilled from 760 verified cases. Skills can apply those structures or guide other parts of production.
| Prompt templates | Skills | |
|---|---|---|
| Who it is for | Beginners, and anyone who does not want to install anything | People already working in Claude Code, Codex or another coding agent |
| How you use it | Copy, replace the [brackets], paste into any AI chat | One install command, then just tell your agent what you want |
| What it covers | 27 category templates | Case-backed prompt structures and production workflows across 67 Skills and creator variants |
| What you get | One solid prompt at a time | A prompt or a production plan and QA record, depending on the Skill |
Just browsing? Go to Top 30 by heat or all cases. Want proof that a prompt holds up? See the cross-model retests.
🧩 Prompt Templates by Category
27 templates, one per kind of clip, distilled from 604 verified cases. Pick the look you want, open its template, copy the block, swap the [bracketed] parts for your own subject, and hand it to any AI chat. Browse them all in the template index.
🧱 Structural foundations (3 templates)
Cross-cutting skeletons that almost every other template builds on: how to slice a clip into timed beats, and how to pin an identity across those beats.
📱 Realism and UGC (4 templates)
Templates that buy believability by describing camera flaws, body wear and consumer-grade optics instead of asking for quality.
🛒 Commercial and product (5 templates)
Ad-shaped structures where a product has to survive macro shots, hand contact and a hero frame without deforming.
🎭 Narrative and performance (6 templates)
Templates where the payload is a story beat or a line of dialogue rather than a look.
🎨 Stylized animation (3 templates)
Non-photoreal looks that collapse into generic CG unless the style is specified as measurable parameters plus an exclusion list.
💥 Action, dance and effects (6 templates)
Templates driven by body mechanics, beat placement or a physics set-piece rather than by scene description.
🧰 Skills
A Skill is an installable instruction pack for coding agents (Claude Code, Codex and friends). Template Skills help write case-backed prompts; the production workflow plans assets, generation handoff and video review. 34 Skills are below, plus 33 creator variants that carry one creator’s signature style.
Seedance Prompt LibraryThis repo’s Skill. Every category template on this page plus the style library, so your agent writes structured Seedance prompts inside your editor.npx seedance-prompt-library install Seedance Production WorkflowPlan reference assets and shots, check the handoff, then review and repair the generated video with a timestamped QA record.npx skills add LearnPrompt/awesome-seedance --skill seedance-production-workflow Twist-ending Comedy SkitEvery beat serves one punchline that lands on something visible; absurd setups shot with a straight-faced camera.npx skills add LearnPrompt/awesome-seedance --skill seedance-meme-comedy
Epic Fantasy and Sci-fi SpectacleDragons, titans, world reveals: one definition block per entity, timecoded cuts, scale bought with low angles and reference objects.npx skills add LearnPrompt/awesome-seedance --skill seedance-epic-fantasy-scifi Early-2000s DV Home VideoPeriod feel bought with a camcorder-flaw list and one small everyday event; the clip plays like a real old tape.npx skills add LearnPrompt/awesome-seedance --skill seedance-retro-dv-home-video 3D Cartoon Character ShortOne appealing character carries the clip: parts-list design lock, measurable render look, one action goal per timeline block.npx skills add LearnPrompt/awesome-seedance --skill seedance-3d-cartoon
Storyboard Grid to VideoTwo stages: first a single-page sheet of numbered panels from an image model, then that sheet fed to Seedance as the reference. The sheet owns order, framing and timing, and the video prompt only has to connect the panels.npx skills add LearnPrompt/awesome-seedance --skill seedance-storyboard-grid-to-video Cinematic Travel Vlog MontageOne traveller moves through a place scene by scene, each scene carrying its own timecode, its own location and one short line. The polish is bought with film grain and golden-hour light.npx skills add LearnPrompt/awesome-seedance --skill seedance-travel-city-walk Pets and Animals as the LeadThe animal is the lead and a phone is the only camera. Lock the count to exactly one, keep the animal behaving like an animal, and let the payoff come from it closing in on the lens.npx skills add LearnPrompt/awesome-seedance --skill seedance-pet-animal
Cars and Vehicles at SpeedThe machine has to stay one machine while the camera does all the work. Lock the vehicle part by part, then fill the runtime with a numbered cut list that moves the camera every second.npx skills add LearnPrompt/awesome-seedance --skill seedance-car-vehicle Fashion Lookbook and Portrait FilmOne person, one look, a handful of places. A head-to-toe appearance lock carries the whole clip, and each scene gets one location, one gesture and one kind of light.npx skills add LearnPrompt/awesome-seedance --skill seedance-fashion-lookbook Horror and SuspenseEvery shot carries its own timecode and shows one visible change on a body. The dread comes from the chain — a look, veins, a bite, the next person — and the ending seals a door without settling anything.npx skills add LearnPrompt/awesome-seedance --skill seedance-horror-suspense
Sports and Extreme StuntsThe clip lives or dies on the action loop. Write every link from run-up to landing in order, name the physics you want by part, and spend the negative list on flying, hovering and teleporting.npx skills add LearnPrompt/awesome-seedance --skill seedance-sports-extreme Gameplay capture with HUD and stream overlayThe screen itself is the shot: a fake gameplay capture, livestream or desktop recording. It holds up when the overlay layer is pinned to fixed positions and its numbers and banners change in step with the action.npx skills add LearnPrompt/awesome-seedance --skill seedance-game-ui-livestream Food close-ups and eating ASMRCooking close-ups, mukbang and eating vlogs. They work when every beat shows one visible change in the food and one matching sound, and the dish stays the same dish from first frame to last.npx skills add LearnPrompt/awesome-seedance --skill seedance-food-asmr
GoodCase Case SearchLets your agent search the whole goodcase.ai library live: every model, full prompts, heat, stability scores and retest baselines.npx skills add LearnPrompt/goodcase-lite --skill goodcase POV / Vlog PresenceFirst-person framing, handheld motion and everyday detail that make a clip feel like someone was really there.npx skills add LearnPrompt/goodcase-lite --skill pov-vlog-presence11 creator variants Product Ad Shot DesignStarts from the selling point and lays out the opening hook, usage scenes and the closing brand shot.npx skills add LearnPrompt/goodcase-lite --skill product-ad-shot-design4 creator variants
Animation Style and Character ConsistencyLocks character design, movement language and material look across multi-shot animation.npx skills add LearnPrompt/goodcase-lite --skill animation-style-consistency1 creator variant Action Continuity ChoreographyWrites characters, direction of motion, rhythm and shot hand-offs as an action sequence you can reproduce.npx skills add LearnPrompt/goodcase-lite --skill action-continuity-choreography1 creator variant Process and Transformation StoryTells a making-of, a makeover or a before-and-after as a sequence of clear, satisfying stages.npx skills add LearnPrompt/goodcase-lite --skill process-transformation-story
Early-2000s DV Home VideoPeriod feel bought with a camcorder-flaw list and one small everyday event, so the clip plays like a real old tape.npx skills add LearnPrompt/goodcase-lite --skill retro-dv-home-video2 creator variants Epic Fantasy and Sci-fi SpectacleDragons, titans, world reveals: one definition block per entity, timecoded cuts, and scale bought with low angles and reference objects.npx skills add LearnPrompt/goodcase-lite --skill epic-fantasy-scifi-spectacle4 creator variants Twist-ending Comedy SkitEvery beat serves one punchline that lands on something visible; absurd setups shot with a straight-faced camera.npx skills add LearnPrompt/goodcase-lite --skill twist-comedy-skit1 creator variant
3D Cartoon Character ShortOne appealing character carries the clip: a parts-list design lock, a measurable render look, and one action goal per timeline block.npx skills add LearnPrompt/goodcase-lite --skill 3d-cartoon-character-short1 creator variant Cinematic Travel MontageOne traveller moves through a place scene by scene, each with its own timecode, location and one short line; polish comes from film grain and golden-hour light.npx skills add LearnPrompt/goodcase-lite --skill travel-city-walk3 creator variants Pets and Animals as the LeadThe animal is the lead and a phone is the only camera: lock the count to one, keep it behaving like an animal, let the payoff be it closing in on the lens.npx skills add LearnPrompt/goodcase-lite --skill pets-and-animals-lead1 creator variant
Cars and Vehicles at SpeedOne machine from first frame to last while the camera does the work: lock the vehicle part by part, then fill the runtime with a numbered cut list that moves every second.npx skills add LearnPrompt/goodcase-lite --skill vehicles-at-speed Fashion Lookbook and Portrait FilmOne person, one look, a handful of places: a head-to-toe appearance lock carries the clip, each scene gets one location, one gesture and one light.npx skills add LearnPrompt/goodcase-lite --skill fashion-lookbook-portrait1 creator variant Horror and Suspense ShortEvery shot carries its own timecode and one visible change on a body; dread comes from the chain, and the ending seals a door without settling anything.npx skills add LearnPrompt/goodcase-lite --skill horror-suspense-short3 creator variants
Sports and Extreme StuntsIt all rides on the action loop: write every link from run-up to landing in order, name the physics you want by part, and spend the negative list on flying, hovering and teleporting.npx skills add LearnPrompt/goodcase-lite --skill sports-extreme-stunts Storyboard Grid to VideoTwo stages: first a single sheet of numbered panels from an image model, then that sheet fed to Seedance as the reference; order, framing and timing live on the sheet.npx skills add LearnPrompt/goodcase-lite --skill storyboard-grid-to-video Gameplay capture with HUD and stream overlayThe screen itself is the shot: a fake gameplay capture, livestream or desktop recording. It holds up when the overlay layer is pinned to fixed positions and its numbers and banners change in step with the action.npx skills add LearnPrompt/goodcase-lite --skill game-ui-livestream
Food close-ups and eating ASMRCooking close-ups, mukbang and eating vlogs. They work when every beat shows one visible change in the food and one matching sound, and the dish stays the same dish from first frame to last.npx skills add LearnPrompt/goodcase-lite --skill food-asmr
Every install line works with the skills CLI. Skills named seedance-… live in this repo under agents/skills: the library and single-kind template Skills are regenerated from case data, while the production workflow is maintained separately. npx seedance-prompt-library install also drops the library Skill straight into Claude Code and Codex. More Skills across image, coding and writing live on goodcase.ai.
🔥 Top 30 by heat
The 30 hottest cases across all versions. prompt opens the full entry in the gallery, source opens the creator’s original post.
🔁 Cross-model retests
As far as we know, this is the first public prompt library that re-runs its video prompts on a second model at scale and publishes the result either way. 355 of the cases here have been re-run (367 runs so far), each with a verdict, a judge score and the generated output. A prompt that only ever worked once, for its author, on one model, is a screenshot; a prompt that survives a re-run is a method.
| Model | Runs | Reproduction rate |
|---|---|---|
| MiniMax H3 Max 768p | 247 | 72% |
| Grok Imagine | 109 | 77% |
| MiniMax H3 768p | 11 | 82% |
Verdicts across all runs: ✅ 272 reproduced · ⚠️ 91 degraded · ❌ 4 failed. Runs without a final score show as score n/a. Per-case verdicts, scores and output videos are on each case’s goodcase.ai page; the model labels and batch dates are explained under Statistics.
Same prompt, second model. Three examples, including one that did not hold up:
| Case | Original (Seedance) | Retest (second model) | Verdict |
|---|---|---|---|
| Seoul Summer Night Vlog2.5 · heat 99 | MiniMax H3 Max 768p▶ output video | ✅ reproduced (score 75.7) | |
| Mini DV Coffee ASMR Vlog2.5 · heat 99 | MiniMax H3 Max 768p▶ output video | ✅ reproduced (score 77.3) | |
| Frozen Time and Rewind in a 1950s Diner2.5 · heat 100 | MiniMax H3 Max 768p▶ output video | ⚠️ degraded (score 63.9) |
Every run costs real inference money: over US$300 across 367 runs so far, at list price with no discounts, which is what anyone else would pay to reproduce them. We publish the result whether or not it flatters the prompt. Want Kling, Veo, Hailuo or the Seedance 2.5 API added to the retest matrix? Sponsor a batch → or write to [email protected].
🎬 All Prompts
All 760 cases, with full prompts, live in the gallery under docs/ (sharded so GitHub renders every page). Start from the gallery index, or jump to a version:
- Seedance 2.5 - 485 cases: Part 1 (cases 1–80) · Part 2 (cases 81–169) · Part 3 (cases 170–264) · Part 4 (cases 265–355) · Part 5 (cases 356–435) · Part 6 (cases 436–485).
- Seedance 2.0 - 275 cases: Part 1 (cases 1–93) · Part 2 (cases 94–191) · Part 3 (cases 192–275).
🌐 Browse on goodcase.ai
This README is an index. The full experience lives at goodcase.ai: search across every case, the heat leaderboard, the stability ranking, per-case retest logs with output videos, and the installable Skills that grow out of the cases. Every entry here links back to its goodcase.ai record.
Why this list
Human-verified against the source. Every prompt here was checked against the creator’s original post. Prompts reverse-engineered from the output video only, with no source and no submission, are rejected outright, per goodcase.ai’s collection standards (in force since 2026-08-05).
Re-run on a second model. Most cases have been re-generated on another video model, with the verdict, score and output published. See Cross-model retests.
Full provenance on every entry. Author, original post link, publish date, and a heat score, a relative percentile among published cases on the same platform. If it didn’t rank, it isn’t here.
Ships as an installable Agent Skill. npx seedance-prompt-library install drops a template library straight into Claude Code / Codex so your agent writes Seedance prompts from proven structures, not guesses.
Statistics
| Metric | Value |
|---|---|
| Seedance cases in this repo | 760 |
| Seedance 2.5 | 485 |
| Seedance 2.0 | 275 |
| Unique authors | 195 |
| Re-run on other models | 355 cases / 367 runs |
| Stability score (measured) | 246 cases / avg 77.9 |
| Last updated | 2026-10-05 |
| goodcase.ai, all categories | 1649 cases / 423 creators |
| goodcase.ai, AI video | 970 cases |
Retest batch note: Retest runs carry two MiniMax labels on purpose. The 2026-08 batches (runIds video-minimax-h3-768p-20260809-phase1 / -20260811-top-heat) ran on Flova’s MiniMax H3 768p; the 2026-09 batches (video-minimax-h3-768p-20260906-phase1 / -20260907-phase1) ran on fal.ai’s minimax/h3-max/text-to-video endpoint, which only existed from 2026-09-03. They are different model tiers on different platforms, so the labels are kept distinct rather than merged. The 2026-08 entries show finalScore: null because a later human-review pass overwrote their structured evidence notes with a prose verdict; those rows carry a human-reviewed verdict instead, and the original judge scores remain in the private eval evidence manifest.
Each case is counted once; a case tagged with several Seedance versions counts under the highest one.
How to Contribute
New prompt cases go through goodcase.ai’s review pipeline so provenance and heat score stay verifiable: submit at goodcase.ai/submit (collection standards: goodcase.ai/standards). Prefer GitHub? Open a pull request that adds one JSON file under submissions/ following submissions/TEMPLATE.json; a maintainer pushes it through the same review, and it lands in data/ on the next export.
Pull requests are welcome for template fixes and new templates in data/templates-local.json, generator and Skill code under scripts/ and agents/, and corrections to English titles or summaries. README.md, README_zh.md, docs/ and the Skill reference are generated from data/, so please don’t hand-edit them: change the source, run npm test && npm run generate, and commit the regenerated files in the same PR. See contributing.md for the submission standard, what gets rejected, and how the generator works. This project follows the code of conduct.
🙏 Acknowledgements
This project’s format and Skill-packaging approach were shaped by:
- freestylefly/awesome-gpt-image-2 - Template-library + installable-Skill + marketplace pattern.
- YouMind-OpenLab - README-as-gallery with per-entry attribution.
- goodcase.ai - The source of every case, heat score and retest in this repository.
👤 Author
Carl (@卡尔的AI沃茨) started GoodCase and maintains this list. Six years of large-model R&D at ByteDance, Alibaba and Baidu before turning to AI video, then a run of AI shorts that made it onto Chinese TV: I Am the Tile Cat (CCTV), When the Stars Shine: AI Bonus (Hunan TV), I Miss You So Much (Zhejiang TV) and Does Birth Decide Fate? I Refuse (Bilibili), each past a million plays. 500k+ followers across platforms, speaker at WAIC and GDPS, guest lecturer on AI at the Communication University of China.
Every case here is something he or the GoodCase reviewers checked against the original post. Follow along on X @aiwarts or the WeChat official account 卡尔的AI沃茨 (Chinese). Questions, corrections and collaborations: [email protected].
Copyright & Takedown Notice
This repository carries three kinds of material under three different terms.
Code (generator scripts, Agent Skill, tooling) is released under the MIT License, see the LICENSE file. The MIT license covers the code only.
Curation (selection, organization, statistics, template extraction, summaries written by us) is licensed under CC BY 4.0. Reuse it with attribution to awesome-seedance / goodcase.ai.
Prompts and media remain the copyright of their original creators. Prompt text, creator summaries, poster images and video references are quoted from publicly published posts for documentation and study; every entry links back to its original source and to its goodcase.ai record. Nothing here grants a license to the underlying prompt or media beyond what the original post allows.
Takedown process. If you are a rights holder and want an entry removed or corrected, open a GitHub issue with the entry’s slug (from its goodcase.ai URL) and the original source link, or contact goodcase.ai directly. Requests are verified against the original post and honored on verification; the entry is removed from data/ and disappears from every generated file on the next regeneration.
Star History
License & Reuse
Code in this repository is open source under the MIT License: use it, modify it, build on it, keep the license notice. Curation is CC BY 4.0; prompts and media stay with their creators. Details above under Copyright & Takedown Notice.
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安装
npx skillfish add learnprompt/awesome-seedance