Hypit Video Remake Tutorial: Restyle a Reference Video with Claude Code
TL;DR: Hand Claude Code a 15-second reference clip and let it drive Hypit and the MiniMax H3 API to restyle the whole thing as Ghibli animation. Three steps end to end: confirm the model and cost, analyze and generate, then review by hand.
📚 Table of Contents (click to jump)
- 1. Decide First: Style Transfer or Footage Swap
- 2. What Is Hypit
- 3. What to Prepare Before You Start
- 4. Install Hypit
- 5. Pick a Reference Video Worth Remaking
- 6. Step 1: Confirm the Video Model and Cost
- 7. Step 2: Let Claude Code Analyze and Generate the Video
- 8. Step 3: Review the Output Across Five Dimensions
- 9. Three Things We Found in Testing
- Pros and Cons
- Who It's For
- 10. FAQ
- 11. Next Steps
1. Decide First: Style Transfer or Footage Swap
Decide which one you want first. The workflow is identical for both — the only difference is what you write as the goal in the prompt.
| Style transfer | Footage swap | |
|---|---|---|
| Approach | Keep the original's shots, action, and dialogue; replace only the visual style | Borrow only the shot structure and pacing; rebuild with your own footage |
| Example | Live-action footage → Ghibli-style animation | Someone else's viral structure → your product and on-camera talent |
| Best for | Secondary creation from footage you shot yourself | Public publishing, commercial use |
This guide demonstrates style transfer: it's technically harder, so it shows Hypit's limits more clearly. The steps below apply to both.
2. What Is Hypit
Hypit is an open-source project that lets an AI agent produce video. The division of labor looks like this: you set the requirements, confirm the visuals, and review the result, while the agent calls the tools, generates assets, and maintains the project files.
Once configured, Claude Code can:
- Break down a reference video's shot structure and timing
- Generate or organize image and video assets
- Arrange shot order and cut pacing
- Add captions and picture-in-picture
- Composite and render the final video
- Save project files you can keep editing
Project repository: https://github.com/hypit-ai/hypit
The biggest difference from one-click video tools is the project file: one-click tools are disposable — if you don't like the result, you start over. Hypit leaves you an editable project, so when one shot is wrong you fix that shot instead of re-running the whole video.
3. What to Prepare Before You Start
| What you need | Requirement | Notes |
|---|---|---|
| Claude Code | Already working | The agent itself |
| A reference video | 10–30 seconds, clear structure | Selection criteria in section 5 |
| A video generation model | MiniMax H3 API or another | This guide uses MiniMax H3, billed by usage |
| A project directory | An empty folder is fine | Holds assets, project files, and the output |
Installing the Skill and configuring the video model are two separate jobs — keep them separate. Install the Skill first, then deal with the model and credits on their own. Mix them together and a failure is hard to pin down.
4. Install Hypit
Run the official install command in your terminal:
npx skills add hypit-ai/hypit -g
Installation details: Hypit Quickstart.
After installing, reopen Claude Code so the Skill takes effect. Note that this step only installs the tool — it does not provide any model credits. The video model is a separate problem, and that's the next step.
5. Pick a Reference Video Worth Remaking
Don't hand the agent the most complicated video you have. There's one criterion: the content has to be simple enough to describe in one sentence — one person making one point, a before-and-after product comparison, one method solving one specific problem all qualify. To be concrete:
- 10–30 seconds long, no more than 8 shots
- Made up mainly of people, products, or simple scenes, with no reliance on complex effects
However good the original's captions are, they won't carry over. See section 9.
The Reference Video Used Here
A 15-second home-dining video with a locked-off camera and a single continuous shot: a little girl asks her mother off-screen whether she made the food, then looks up and smiles at the camera.
There are no cuts at all, so there's no need to force it into multiple shots. That single fact determines how the prompt below gets written.
6. Step 1: Confirm the Video Model and Cost
Hypit can use its built-in video generation capability or connect to another model, but it can't default to both at once. Confirm which one you're actually calling this time.
This guide uses the MiniMax H3 API. You can ask Claude Code like this:
Check the MiniMax H3 API configuration and call permissions, and estimate what it costs to restyle this 15-second video as Ghibli animation.
Don't generate anything yet. If the API isn't available, stop and tell me.If you switch to Hypit's built-in capability instead, first confirm your account has an active plan, then move on to generation.
Checkpoint: The model is available and you know the cost range — only then move on. If something errors, stop and debug the configuration instead of retrying — retries burn credits too.
7. Step 2: Let Claude Code Analyze and Generate the Video
Once the model is confirmed, put the 15-second reference video in your project directory and have the agent analyze it before generating.
Please analyze the MP4 file in the current folder and restyle the whole video as Ghibli animation.
Checkpoint: The acceptance criterion is not "a video was generated" — it's whether the agent explained how this clip will be handled: what stays, what changes, whether it needs splitting into shots, and where the output file goes.
If it just drops a file on you with no explanation, have it fill in the explanation first, then open the video.
Watch the result first, then decide whether to redo it. Only when one shot or fragment is wrong, change just that part — don't re-run the whole project.
8. Step 3: Review the Output Across Five Dimensions
The agent saying "done" doesn't mean the output is usable. Go through at least these five dimensions:
| # | Dimension | What to check |
|---|---|---|
| 1 | Content | Is the original's dialogue and story still clear? Did the captions go missing? |
| 2 | Visuals | Is the style consistent? Are people or objects noticeably deformed? |
| 3 | Pacing | Do length, motion, and shot changes stay close to the reference? |
| 4 | Technical | Any flicker, stutter, or dropped frames? Is the audio normal? |
| 5 | Compliance | Can the source material, likenesses, music, and generated content be published? |
Don't rely on the agent's written report — always open the rendered result. Also keep the original video, the prompt, the output, and the project files so you can compare and roll back.
Original video:
The restyled remake:
9. Three Things We Found in Testing
1. Every caption was lost
The original had captions; the output had none. Captions were a plus when picking a reference, so this one wasn't anticipated. If your output must have captions, ask for them explicitly in the prompt and check for them separately during review.
2. Quality: fine for casual play, not yet good enough to release as a piece
The style did transfer, but it doesn't reach delivery standard. It's good enough to watch yourself or send to a friend; if you're delivering it or submitting it somewhere, run it strictly through the five dimensions in section 8 first.
3. Work out the per-video cost before going to batch
Every generation burns model credits, so cost grows linearly with the number of videos. Run one all the way through, work out the per-video cost, then decide on volume.
Pros and Cons
What Hypit is good for
- Project files: fix only the shot with the problem, no need to re-run the whole video
- Complete pipeline: from analyzing the reference to rendering the output, all in one chain
- Open source and free, and it can connect to third-party APIs
Things to watch out for
- Generation costs money: the Skill is free, but you bring the credits
- It doesn't replace review: the output still needs a human pass through the five dimensions in section 8
- Compliance is on you: the tool won't judge whether your source material is usable
Who It's For
Developers already using Claude Code, content creators with a reference video on hand, and teams that need editable project files and repeated iteration.
Who it's not for: light users who only want to generate a video now and then and never revise it — a one-click video tool gets there faster.
10. FAQ
What is Hypit?
Is Hypit free?
Why does the remade video have no captions?
Will remaking someone else's video with Hypit get flagged as reposting?
11. Next Steps
- Hypit repository: https://github.com/hypit-ai/hypit
- To get comfortable with Claude Code itself first, see the Claude Code Guide