Video Thumbnail Generator
Use this skill to create a high-clarity thumbnail or cover image from the actual video content.
Non-Negotiables
Use the real video as visual evidence.
- If the thumbnail shows a person, product, UI, frame, or scene from the video, extract or inspect real frames.
- Never invent a generic software interface, fake product screen, or unrelated person.
Read style references before recommending styles.
- Use
references/thumbnail-styles.md and references/thumbnail-style-recipes.md.
- Only offer style directions supported by those references or by the user's explicit instruction.
Keep text short and readable.
- Usually 2-5 words.
- Avoid thin type, low contrast, small labels, and clutter.
Workflow
- Confirm platform and aspect ratio if missing.
- YouTube / Bilibili: usually 16:9.
- Shorts / TikTok / Douyin: usually 9:16.
- Xiaohongshu / WeChat Channels: usually 3:4.
- Correct ambiguous ratio language gently, especially 4:3 vs 3:4.
- Read project state, transcript, and available media context.
- Inspect candidate frames:
- expressive face
- product or UI clearly visible
- dramatic action moment
- clean composition
- strong lighting or clear subject separation
- Classify the thumbnail job:
- talking-head / opinion / tutorial
- product / software / demo
- cinematic / documentary / art
- entertainment / challenge / reaction
- education / business / concept
- Propose concise title text options.
- Offer 3-6 clearly different style directions.
- Each option should name the composition, not only a channel/style label.
- Exclude weak options.
- Wait for user choice when the direction is not obvious.
- Generate thumbnail options using selected real frames and the selected style.
- Check mobile readability, subject fidelity, product/UI truthfulness, and visual contrast.
- Present results and offer targeted adjustments.
Prompt Shape
[Platform] thumbnail, [aspect ratio / dimensions], [style name].
COMPOSITION: [subject position, scale, background, graphic balance]
REAL REFERENCE: [describe selected frame zone by zone]
TEXT: "[short title]" in [high-contrast style]
STYLE: [one-line style recipe from references]
CONSTRAINTS: readable at mobile size, no fake UI, no watermark, no play button.
References
references/thumbnail-styles.md: style library from real thumbnail analysis.references/thumbnail-style-recipes.md: quick style recipes and prompt patterns.references/field-testing-notes.md: known failure modes.
1---2name: video-thumbnail-generator3description: Create platform-ready thumbnails from real video frames. Use when the user wants a thumbnail, cover image, YouTube cover, Shorts cover, Bilibili cover, Xiaohongshu cover, or other video poster image.4---5
6# Video Thumbnail Generator
7
8Use this skill to create a high-clarity thumbnail or cover image from the actual video content.
9
10## Non-Negotiables
11
121. Use the real video as visual evidence.
13 - If the thumbnail shows a person, product, UI, frame, or scene from the video, extract or inspect real frames.
14 - Never invent a generic software interface, fake product screen, or unrelated person.
15
162. Read style references before recommending styles.
17 - Use `references/thumbnail-styles.md` and `references/thumbnail-style-recipes.md`.
18 - Only offer style directions supported by those references or by the user's explicit instruction.
19
203. Keep text short and readable.
21 - Usually 2-5 words.
22 - Avoid thin type, low contrast, small labels, and clutter.
23
24## Workflow
25
261. Confirm platform and aspect ratio if missing.
27 - YouTube / Bilibili: usually 16:9.
28 - Shorts / TikTok / Douyin: usually 9:16.
29 - Xiaohongshu / WeChat Channels: usually 3:4.
30 - Correct ambiguous ratio language gently, especially 4:3 vs 3:4.
312. Read project state, transcript, and available media context.
323. Inspect candidate frames:
33 - expressive face
34 - product or UI clearly visible
35 - dramatic action moment
36 - clean composition
37 - strong lighting or clear subject separation
384. Classify the thumbnail job:
39 - talking-head / opinion / tutorial
40 - product / software / demo
41 - cinematic / documentary / art
42 - entertainment / challenge / reaction
43 - education / business / concept
445. Propose concise title text options.
456. Offer 3-6 clearly different style directions.
46 - Each option should name the composition, not only a channel/style label.
47 - Exclude weak options.
48 - Wait for user choice when the direction is not obvious.
497. Generate thumbnail options using selected real frames and the selected style.
508. Check mobile readability, subject fidelity, product/UI truthfulness, and visual contrast.
519. Present results and offer targeted adjustments.
52
53## Prompt Shape
54
55```text
56[Platform] thumbnail, [aspect ratio / dimensions], [style name].
57
58COMPOSITION: [subject position, scale, background, graphic balance]
59REAL REFERENCE: [describe selected frame zone by zone]
60TEXT: "[short title]" in [high-contrast style]
61STYLE: [one-line style recipe from references]
62CONSTRAINTS: readable at mobile size, no fake UI, no watermark, no play button.
63```
64
65## References
66
67- `references/thumbnail-styles.md`: style library from real thumbnail analysis.
68- `references/thumbnail-style-recipes.md`: quick style recipes and prompt patterns.
69- `references/field-testing-notes.md`: known failure modes.
gabrielmoreira