video-thumbnails
Skill18 starsChanged 47 days agoMITView on GitHub
Choose and make still or animated covers for a video. Use for thumbnails, posters, preview frames, short GIF loops, and aspect-ratio variants.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- Muvon/octomind-taptheir own version, first seen Nov 1, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- Muvon/octomind-tap★ 6same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository10 other files it gives its agents.
- brand-filmSkill
- brand-grid-videoSkill
- creator-videoSkill
- feature-videoSkill
- narrated-product-filmSkill
- silent-product-demoSkill
- social-video-hooksSkill
- ui-component-clipSkill
- ui-tutorial-videoSkill
- video-brand-systemSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
Treat automatic scoring as a shortlist.
- Distinctive: line 18
Create only the ratios needed for the destination.
- Distinctive: line 20
If the original video is generated from a composition, render the selected moment directly from that composition at each target size.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Video thumbnails
Choose a moment that explains the video at a glance. Brightness or detail alone is not enough: the frame should show the subject, action, or result the viewer came to see.
Find candidate moments
Sample the video across its duration. Skip empty frames, transition frames, motion blur, and the first or last instant unless they were designed as covers. Select a small set of visually distinct candidates and show them together with timestamps. Favor frames with clear subjects, good contrast, readable text, and enough space for a title when a title is needed.
Treat automatic scoring as a shortlist. Inspect the candidates and choose the frame that tells the story. Let the user choose when several candidates represent meaningfully different messages.
Make each aspect ratio
Create only the ratios needed for the destination. Reframe each one independently. Keep faces, controls, text, and product edges intact; extend the background or use a designed layout if a crop would remove essential information.
If the original video is generated from a composition, render the selected moment directly from that composition at each target size. For ordinary footage, extract a high-quality frame and crop or compose it carefully. Check the final image at phone size.
Animated covers
When requested, choose a short moment with gentle motion and similar start and end frames. Trim to a natural loop point or use a brief crossfade if it does not duplicate a moving subject. Keep the file small enough for the destination. Check the seam by watching several repeats; a duplicate hand, pointer, or object is a bad loop even if a pixel metric looks acceptable.
Deliver clearly named files with format and timestamp or selection noted. Verify every still and loop opens, fits its dimensions, and represents the video faithfully.
Does it work?
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