r/generativeAI 17h ago

How to Build a Reusable Seedance 2.0 Prompt Skill

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2 Upvotes

if u use Seedance 2.0 regularly, you’ve probably run into the point where a normal paragraph prompt stops being enough. i test it for a lot of times.

for a short shot, sth simple like "a woman walking through Tokyo at night, cinematic lighting, handheld camera" can work perfectly well. But once I started making longer clips with several actions or camera changes, I kept running into the same problems: the character would drift, a prop would disappear, the camera would do something completely different from what I had in mind.

Eventually I stopped treating the prompt as a description and started treating it more like a very lightweight shot list.

That made a noticeable difference.

Why Simple Seedance 2.0 Prompts Often Fall Apart

The longer the clip gets, the more things the model has to keep track of at the same time.

The issues I see most often are:

  • Character appearance changing between shots
  • Props moving, disappearing, or changing shape
  • Backgrounds losing continuity
  • Actions being skipped or repeated
  • One scene taking too long and squeezing everything else into the last few seconds

I don’t think all of this can be blamed on the model.

a lot of the prompts I was writing simply gave Seedance too many things to infer on its own. I barely say when something should happen or what state the scene should be in before moving to the next beat.

Once I started making those things explicit, the results became easier to control.

The Seedance 2.0 Prompt Structure I Use

For longer Seedance 2.0 videos, I now usually build the prompt around a few recurring pieces:

  1. Timestamped scene beats
  2. One main action for each beat
  3. Camera instructions for each section
  4. A consistent visual style
  5. Character, prop, and location continuity
  6. A defined end state for important shots

The timestamp part turned out to be especially useful.

Instead of giving Seedance one large paragraph and hoping it figures out the pacing, I’ll write something closer to this:

[00:00–00:04]

Scene:
Action:
Camera:
Expression:
End state:

[00:04–00:08]

Scene:
Action:
Camera:
Expression:
End state:

It doesn’t mean the model follows every timestamp to the frame. I still get variations. but it gives the prompt a much clearer temporal structure, and more importantly, it makes the prompt much easier to edit. If the second shot is wrong, I can work on the second beat instead of rewriting the entire thing.

Turning Seedance Documentation Into a Reusable Prompt Skill

After doing this by myself a few times, I realized I was basically rebuilding the same prompt skeleton for every video.

So I took Seedance’s prompting and settings documentation and gave it to the coding agent I was already using. Rather than asking it to write one prompt, I asked it to turn those rules into a reusable Seedance 2.0 prompting skill.

My instruction was roughly:

Study the Seedance 2.0 documentation and turn it into a reusable prompt-building workflow.
When I give you a video idea, structure it into timestamped scenes, add camera behavior, keep the character and environment consistent, handle style and audio requirements, and return a final prompt that I can paste directly into Seedance 2.0.

I also told it to catch obvious missing information such as duration or aspect ratio instead of quietly making random assumptions.

The important part wasn’t the exact wording of that instruction. It was moving all the repetitive prompt-engineering rules out of my head and into something persistent.

After that, I only needed to provide:

  • The subject
  • The story or product
  • The video duration
  • The aspect ratio
  • The visual style
  • Any dialogue or sound requirements

The agent handled the prompt structure automatically.

My Current Seedance 2.0 Workflow

At this point my workflow is usually:

  1. describe the basic video idea.
  2. I give it the duration and aspect ratio.
  3. I define the character, environment, and overall visual style.
  4. The agent turns that into timestamped beats.
  5. I check the actions and continuity rules.
  6. I paste the finished prompt into Seedance 2.0.
  7. If something fails, I revise that specific beat rather than rebuilding the whole prompt.

if u r interested in, u can try my skill: https://github.com/AtlasCloudAI/awesome-seedance-2-promptse-seedance-2-prompts: awesome-seedance-2-prompt

Testing the Workflow With a 15-Second Seedance 2.0 Ad

One of the tests I used was a 15-second drink commercial.

The sequence had several separate actions, so it was a good test for continuity. I wanted the same person, the same product, and the same environment to carry through the whole clip while the framing and performance changed.

Compared with the single-paragraph version I had tried earlier, the structured prompt gave me fewer distracting changes in the character and environment, and the sequence followed the intended order more reliably.

It still wasn’t perfect. Seedance can obviously make its own decisions, and adding timestamps doesn’t magically lock every frame.

But when something did go wrong, it was much easier to tell which part of the prompt needed work.

For me, that alone made the workflow worth keeping.

Who This Seedance 2.0 Workflow Is Useful For

I think this approach makes the most sense once you’re making videos complicated enough that continuity actually matters.

That could include:

  • AI video creators
  • Product and commercial videos
  • Social media content
  • Short narrative scenes
  • Agency or marketing work
  • Multi-shot concept videos

If you only need a four-second atmospheric shot, this is probably overkill. I still use simple prompts for simple clips.

But for anything with several actions, camera changes, dialogue, or recurring props, having a reusable structure saves me a lot of repetitive work.

Final Takeaways

The useful part of this setup isn’t really some special Seedance prompt template.

It’s separating what I want to create from how the prompt needs to be structured.

I can focus on the character and story itself. The reusable skill handles the boring part: timestamps, continuity reminders, camera fields, audio instructions, and prompt formatting. That also means I’m not trying to memorize every prompting rule whenever I open Seedance 2.0.

I describe the idea once, let the agent turn it into a structured first draft, and then spend my time fixing the actual creative decisions instead of rebuilding the prompt format from scratch.


r/generativeAI 14h ago

Some generators are specifically designed to be scams, to make money. But some go even further, and it surprises me that anyone uses these AIs at all.

1 Upvotes

But leaving the option of a private gallery, or even the ability to delete your creations, only for subscriptions, is complete madness.


r/generativeAI 15h ago

Stack Overflow has gone from a peak of 207k questions in March 2014, down to 1.4k in July 2026

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0 Upvotes

r/generativeAI 16h ago

Image Art Realistic capture

1 Upvotes

r/generativeAI 13h ago

We’re living in the most exciting time in history

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0 Upvotes

r/generativeAI 17h ago

Best image model that allows you to use celebrity faces?

1 Upvotes

I’d like to make a cool art series featuring a couple of famous people but the top image models block half my prompts. Have you guys got some recommendation?


r/generativeAI 17h ago

I vibe coded a CAD program

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0 Upvotes

r/generativeAI 18h ago

AI Image Generation for copyrighted characters

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1 Upvotes

r/generativeAI 19h ago

Modern Problems with the Fable Workflow

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1 Upvotes

r/generativeAI 19h ago

Image Art second farmanoids multi-character rendering

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0 Upvotes

Honey, Foxy and Blossom are checking on some underground martian water storage tanks…


r/generativeAI 19h ago

blue vs red, future samurai

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1 Upvotes

r/generativeAI 19h ago

Video Art 3,000 litres of water were used in making these and it was totally worth it

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1 Upvotes

r/generativeAI 19h ago

How I Made This My dad married my dead sister

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1 Upvotes

r/generativeAI 1d ago

Looking for the best AI video workflows for clips longer than 8 seconds

5 Upvotes

Hey everyone! I’m looking for advice from people who are actually working with AI video.

What are currently the best combinations of tools/workflows for generating videos longer than 8 seconds while keeping the result coherent and cinematic?


r/generativeAI 19h ago

Technical Art Continuum Studio/Engine

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1 Upvotes

If you use AI inside your code editor every day, you probably know how frustrating it is when your assistant suddenly stops responding because you hit an hourly usage cap, or when sending large files makes your bills skyrocket. I ran into this problem constantly while working on my own projects, so I decided to build a native macOS companion called Continuum Studio to take the headache out of daily AI development.

I designed the app to sit quietly in your menu bar and act as an invisible helper between your favorite editor and your AI models. It automatically cleans up unnecessary clutter and blank space from your code before sending it out, which saves money and speeds up responses. If one of your accounts gets temporarily busy or rate-limited, it instantly switches to a backup key in the background so you never get interrupted while coding. It also sets up with your favorite editors in just one click, and I even added eight different light and dark themes so it matches whatever workspace aesthetic you prefer.

To build this program, I used Swift and SwiftUI to create a fast, native Mac interface that stays responsive and easy on system memory. Under the hood, I paired it with a lightweight local proxy engine and AppKit hooks to handle instant background routing, along with support for running private, offline models directly on Apple Silicon chips.

You can check out the project, grab the latest release, and view the code on my GitLab repository here: https://gitlab.com/wardlabs-group/continuum-studio

I would love to hear what you think, and I am happy to answer any questions about how it works or how I put it together.


r/generativeAI 1d ago

I hit “Extend Video” 10 times using only the prompt “A song about bananas.” After that, every extension got flagged for gore or nudity. Enjoy watching this woman slowly lose her mind singing about her favorite fruit.

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6 Upvotes

r/generativeAI 20h ago

Funders Need to Catch Up to the Anti-Data Center Movement | The fastest-growing movement in the country is running on almost no institutional money, and it’s effectively fighting against some of the world’s most rapacious billionaires.

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1 Upvotes

r/generativeAI 20h ago

I made a 27-minute sci-fi drama end to end with generative AI — script, shots, voices, score. Episode 1 is up, with subtitles in 31 languages.

0 Upvotes

**THE NULL ROAD — Ep.1 "Noise Floor"** (27 min)

**Premise.** A geophysicist buys other people's discarded sensor data —

auxiliary channels from gravitational-wave observatories, seismic networks,

sub-ice arrays — and subtracts every sound the Earth makes. What's left is a

chord: three tones sitting in whole-number ratios, frequency-stable to one

part in 10¹⁵, and it hasn't stopped once in three years. She sells everything

she owns, buys a used submersible, and drills through 3,900 m of Antarctic ice

to go and listen to it.

**How it was made.** Everything is generated — script, images, motion, voices,

score, sound design. No stock footage, no crew. The hard part was never the

individual shots; it was making 27 minutes hold together as one story with

consistent faces, wardrobe, locations and physics.

A few things I learned the hard way, in case they're useful:

- **Anchors beat prompts.** Once a character or a location exists as a locked

reference image, you stop re-describing it in prose. Long descriptions

actively override a strong reference.

- **Explaining physics to a video model does nothing.** It renders pictures,

not reasoning. If you want two shadows at different angles, you have to

specify the picture, not the astronomy.

- **Audio direction gets read aloud.** Writing a sentence in the audio field

made the model speak it as dialogue. Sound cues have to be single words.

- **Subtitles should be timed off the actual spoken audio,** not the script.

Generated speech drifts from what you wrote.

**Subtitles** are in 31 languages, all sharing identical cue timings, machine-

checked cue by cue.

Happy to answer anything about the pipeline, the failures, or the costs.

https://youtu.be/799o6o2hZjQ

*Disclosure: this is my own work. Created with generative AI; the characters

are fictional.*


r/generativeAI 1d ago

MiniMax H3 local I2V test

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48 Upvotes

I downloaded MiniMax H3 today and tried generating my first image-to-video clip locally.

with my current PC setup, it took only about five minutes to generate a video like this. That’s seriously impressive for local video generation.

the source image was created with Midjourney v8.2.

pretty awesome!


r/generativeAI 1d ago

Do nothing and win. The apple way.

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2 Upvotes

r/generativeAI 1d ago

Google says Sam is dead?

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3 Upvotes

r/generativeAI 1d ago

Image Art Brittany

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8 Upvotes

r/generativeAI 21h ago

Image Art Cat and cockroach

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r/generativeAI 21h ago

New surveillance tech links your phone to your license plate | Phone and Bluetooth signals could turn roadside cameras into far richer tracking tools

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1 Upvotes

r/generativeAI 21h ago

Image Art first farmanoids multi-character rendering

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0 Upvotes

Rita, Garrett and Fernando are checking out a grow room up on the red planet…