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adamperlisadamperlis/video-skills/skills/video-thumbnails/SKILL.md

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.

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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
  1. Distinctive:

    Treat automatic scoring as a shortlist.

    line 14
  2. Distinctive:

    Create only the ratios needed for the destination.

    line 18
  3. Distinctive:

    If the original video is generated from a composition, render the selected moment directly from that composition at each target size.

    line 20

≈ “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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

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.

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