AI video realism retouching
Give an existing AI clip a more believable finish
AI Video Realism Retoucher polishes one existing AI-generated short video by fixing the single realism issue that matters most: artificial light, synthetic material texture, oversaturated color, or repeated detail. The subject, framing, camera movement, timing, and mood come from your clip, and you get one retouched MP4 to compare with the source. AI Video Realism Retoucher works in Claude Code, Codex, Cursor, and other agents that run Skills.
Install AI Video Realism Retoucher and tell me when I need to sign in: https://beatra.ai/skills/video-realism-retoucher/install.md
For agents:Install guideMarkdown version
Send it to WorkBuddy, Codex, Claude Code, or another agent to install. Sign in once the first time you use it.GitHub ↗Docs ↗

A focused polish that respects the original shot
One problem cluster at a time
Concentrate the retouch on lighting, material texture, saturation, or repeated detail so the intended change remains clear.
Carry forward what already works
Protect the accepted subject, composition, camera movement, timing, scene mood, and audio intent while refining the selected issue.
How it is made
Define one change and the shot's visual continuity
Review the source clip, select the highest-priority issue, and record the subject, framing, camera, timing, mood, and audio direction.
Accessible source clip · One selected issue cluster · Shot and timing continuity · Destination and audio intent
Compare the finish with the original shot
Apply one source-led edit, then compare the selected issue and protected elements across the complete returned clip.
Focused edit direction · Source-compatible output behavior · Visual comparison with the source · Finished clip and source comparison
Realism retouching for product clips, ads, and social video
Product video polish
Reduce synthetic-looking surfaces, distracting reflections, or artificial light while retaining product framing and motion.
Advertising creative cleanup
Balance color and material appearance in a selected short ad shot without rebuilding the concept.
Social video finishing
Address repeated detail or an overly processed look in a short clip before publishing.
Inputs and outputs
Input · Video — One existing AI-generated short video
- Formats
- MP4, MOV
- Specifications
- 1 video per request
Input · Text — The one issue to fix and what must stay the same
Output · Video — One retouched clip made on the source, with the one issue fixed
- Formats
- MP4
- Specifications
- 1 video per request
| Input or output | Type | Formats | Specifications |
|---|---|---|---|
| Input | Video — One existing AI-generated short video | MP4, MOV | 1 video per request |
| Input | Text — The one issue to fix and what must stay the same | — | — |
| Output | Video — One retouched clip made on the source, with the one issue fixed | MP4 | 1 video per request |
Specifications last checked · Sources: Model catalog · Documentation · Terms of Service
Questions
What kind of source clip works best?
An existing AI-generated short clip whose subject, framing, camera move, timing, and mood you want to keep, plus the one realism issue to fix.
Which issues can I choose?
One of four: artificial lighting, synthetic material texture, excessive saturation, or repeated, distracting detail.
How is the retouched clip made?
On your source clip: the one issue you named is retouched, and the subject, framing, camera, timing, mood, and audio come from that clip.
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