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Ai Video Thumbnail Maker

作者 peandrover adam · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install ai-video-thumbnail-maker
功能描述
Generate click-worthy thumbnails from any video with AI — extract the best frame, enhance faces, add bold text overlays, apply proven thumbnail compositions,...
使用说明 (SKILL.md)

AI Video Thumbnail Maker — The Image That Decides If Anyone Watches

A thumbnail is the most important single image in video content. YouTube's own research confirms that thumbnails are the #1 factor in click-through rate — more than titles, more than descriptions, more than channel reputation. A video with great content and a mediocre thumbnail underperforms a video with good content and an excellent thumbnail. Every day, viewers make thousands of split-second decisions based on thumbnails: watch or scroll. The thumbnail has approximately 1.5 seconds to communicate: what the video is about, why the viewer should care, and whether the production quality is worth their time. Professional thumbnail designers charge $25-100 per thumbnail and YouTube's top creators invest heavily in thumbnail testing — MrBeast famously tests 20+ thumbnail variations per video. The principles of effective thumbnails are well established: large faces with clear expressions, bold contrasting text (3-5 words maximum), bright saturated colors, clean uncluttered compositions, and visual curiosity gaps. NemoVideo applies these principles automatically. Upload a video (or describe a thumbnail concept) and the AI: identifies the best frame, enhances the subject, applies text overlays with proven compositions, and generates multiple variations for A/B testing.

Use Cases

  1. Auto-Extract Best Frame — Smart Frame Selection (any video) — A creator uploaded a 20-minute video and needs a thumbnail. NemoVideo: analyzes every frame for: facial expression clarity (open eyes, clear emotion), visual composition (rule of thirds, subject prominence), color vibrancy (bright, saturated scenes), motion blur absence (sharp focus), and uniqueness (frames that represent the video's most interesting moment). Selects the top 5 frames, enhances each for thumbnail use (face brightening, background simplification, color boost), and presents options. The best possible thumbnail from the actual content.

  2. Text Overlay Thumbnail — Bold Title Design (any concept) — A tutorial video needs a thumbnail with text: "5 Mistakes Killing Your Videos." NemoVideo: selects or generates a background (from the video or AI-generated), positions the text in the highest-impact zone (usually upper-left or center), applies bold sans-serif font with contrasting outline (readable at any size), sizes the text to fill 30-40% of the thumbnail (the sweet spot for readability at small sizes), and color-coordinates text with the background for maximum contrast. A thumbnail that communicates the video's value proposition in a glance.

  3. Face Enhancement — Expression Maximization (any talking-head video) — A talking-head creator's best content moments have great audio but their face is small in the frame or their expression is neutral. NemoVideo: crops tighter on the face (close-up creates intimacy and impact), enhances the expression (brightens eyes, increases contrast on facial features — subtle, not uncanny), adds a clean background (removing distracting elements), and optionally adds reaction elements (emojis, arrows, text) to amplify the emotional context. The face-forward thumbnail style that dominates YouTube.

  4. A/B Testing Set — Multiple Variations (any video) — A creator wants to test which thumbnail concept performs best. NemoVideo generates 4-6 variations of the same video's thumbnail: different frames, different text, different color schemes, different compositions. The creator uploads all to YouTube's A/B testing feature (or uses third-party thumbnail testers) and data determines the winner. Thumbnail optimization through testing rather than guessing.

  5. Batch Thumbnails — Consistent Series Branding (multiple videos) — A creator publishes a 12-episode series and needs thumbnails that are individually compelling but visually consistent as a series. NemoVideo: applies a consistent visual template (same font, same color scheme, same layout structure), varies the episode-specific elements (different face expression, different episode number, different subtitle), and produces 12 thumbnails that look cohesive when viewed as a playlist grid. Series branding that communicates "this is a set" at a glance.

How It Works

Step 1 — Upload Video or Describe Concept

Upload the video for auto frame extraction, or describe the thumbnail concept for AI generation.

Step 2 — Choose Thumbnail Style

Auto-extract (AI picks best frame), text overlay, face close-up, composite (face + background + text), or A/B test set.

Step 3 — Generate

curl -X POST https://mega-api-prod.nemovideo.ai/api/v1/generate \
  -H "Authorization: Bearer $NEMO_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "skill": "ai-video-thumbnail-maker",
    "prompt": "Create a YouTube thumbnail for a video titled 5 Camera Settings You Are Using Wrong. Style: face close-up of a frustrated person with hands on head, bright red and yellow color scheme, bold white text with black outline saying 5 MISTAKES positioned in the upper-left, a red X emoji overlaid on a camera in the lower-right corner. High contrast, saturated colors, readable at 320x180 pixel size (mobile thumbnail size). Generate 3 variations: different expressions, different text positions, different color emphasis.",
    "style": "face-closeup-with-text",
    "text": "5 MISTAKES",
    "text_position": "upper-left",
    "colors": {"primary": "#FF0000", "secondary": "#FFD700", "text": "#FFFFFF"},
    "variations": 3,
    "resolution": "1280x720"
  }'

Step 4 — Select or Test

Choose the strongest variation, or upload multiple to A/B test. Review at mobile thumbnail size (320x180) to verify readability.

Parameters

Parameter Type Required Description
prompt string Thumbnail description
style string "auto-extract", "text-overlay", "face-closeup", "composite", "ab-test"
text string Overlay text (3-5 words recommended)
text_position string "upper-left", "center", "lower-right", "custom"
colors object {primary, secondary, text, outline}
face_enhance boolean Brighten and enhance facial features
variations int Number of A/B test variations (2-6)
series object {name, episode_number, template} for series consistency
resolution string "1280x720" (YouTube standard)
frame_source string "auto" (AI picks), "timestamp" (specify), "upload"

Output Example

{
  "job_id": "avthumb-20260328-001",
  "status": "completed",
  "variations": [
    {"file": "thumbnail-v1.png", "composition": "face-left, text-upper-right", "colors": "red dominant"},
    {"file": "thumbnail-v2.png", "composition": "face-center, text-below", "colors": "yellow dominant"},
    {"file": "thumbnail-v3.png", "composition": "face-right, text-upper-left", "colors": "high contrast red+white"}
  ],
  "resolution": "1280x720",
  "mobile_preview": "320x180 readability verified"
}

Tips

  1. Test at 320x180 pixels — that is the actual viewing size — Thumbnails are designed at 1280x720 but viewed at 320x180 (mobile) or even smaller (sidebar suggestions). If the text is unreadable and the expression unclear at thumbnail size, the full-resolution beauty is irrelevant.
  2. Faces with clear expressions outperform every other thumbnail type — Human brains process faces before anything else. A large face with a clear emotion (surprise, excitement, frustration, curiosity) consistently produces the highest click-through rates across all content categories.
  3. 3-5 words maximum for thumbnail text — At thumbnail viewing size, more than 5 words become unreadable. The text should be a hook, not a sentence: "5 MISTAKES", "NEVER DO THIS", "GAME CHANGER". The title provides detail; the thumbnail provides intrigue.
  4. Bright saturated colors win in the YouTube feed — The YouTube interface is white/dark gray. Thumbnails with bright reds, yellows, and oranges pop against this background. Muted, desaturated thumbnails disappear in the feed regardless of their artistic merit.
  5. A/B testing removes guesswork — Even experienced creators guess wrong about which thumbnail performs best. Testing 3-4 variations and letting data decide consistently outperforms single-thumbnail publishing. Always generate variations.

Output Formats

Format Resolution Use Case
PNG 1280x720 YouTube (standard)
PNG 1920x1080 High-res / website
JPG 1280x720 Smaller file size
WebP 1280x720 Web-optimized

Related Skills

安全使用建议
This skill appears to do what it claims: it will upload video content to a NemoVideo API and requires a NEMO_TOKEN. Before installing, verify the service domain (mega-api-prod.nemovideo.ai) and NemoVideo's trustworthiness and privacy policy, avoid uploading sensitive/private videos unless you accept third-party processing, confirm how to supply the NEMO_TOKEN (env var vs ~/.config/nemovideo/), and test with non-sensitive content first. If you don’t want your videos leaving your environment, do not use this skill. If anything about the token handling or config-path usage is unclear, ask the publisher for clarification before use.
功能分析
Type: OpenClaw Skill Name: ai-video-thumbnail-maker Version: 1.0.0 The skill bundle for 'ai-video-thumbnail-maker' appears to be a legitimate tool for generating video thumbnails via an external API (mega-api-prod.nemovideo.ai). The SKILL.md file provides standard documentation, parameters, and usage examples consistent with its stated purpose, and there are no signs of malicious instructions, data exfiltration, or obfuscated code.
能力评估
Purpose & Capability
The name/description match the runtime instructions: the SKILL.md shows calls to an external NemoVideo API to extract frames, enhance faces, add text overlays and produce variations. Requesting a single service token (NEMO_TOKEN) is coherent with this purpose.
Instruction Scope
The SKILL.md contains a cURL example that uploads video data to https://mega-api-prod.nemovideo.ai with Authorization: Bearer $NEMO_TOKEN — this is expected for an external thumbnail API. The instructions do not request unrelated system files, but they do imply uploading potentially sensitive video content to a third party; the metadata also references a local config path (~/.config/nemovideo/) which suggests the agent may read local config to find credentials.
Install Mechanism
Instruction-only skill with no install spec and no code files, so nothing is written to disk or fetched at install time — lowest-risk install posture.
Credentials
The single primary credential NEMO_TOKEN is appropriate for calling the external API. However there is a small inconsistency: registry metadata reported no required env vars while SKILL.md metadata and the cURL example rely on NEMO_TOKEN and reference a config path (~/.config/nemovideo/). Confirm whether the token is required and how it should be provided (env vs config file).
Persistence & Privilege
always is false and the skill is user-invocable; it does not request permanent presence or system-wide configuration changes.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install ai-video-thumbnail-maker
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /ai-video-thumbnail-maker 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
AI Video Thumbnail Maker — Initial Release - Launches automated thumbnail creation from any video using AI for best frame extraction and enhancement. - Supports adding bold text overlays, face enhancement, proven thumbnail compositions, and clean backgrounds. - Enables A/B testing by generating multiple design variations per video. - Batch thumbnail generation supports series branding and consistent visual style. - Provides a clear API with parameters for custom styles, text, colors, and frame selection. - Returns high-resolution thumbnails with mobile previews for rapid review and selection.
元数据
Slug ai-video-thumbnail-maker
版本 1.0.0
许可证 MIT-0
累计安装 1
当前安装数 1
历史版本数 1
常见问题

Ai Video Thumbnail Maker 是什么?

Generate click-worthy thumbnails from any video with AI — extract the best frame, enhance faces, add bold text overlays, apply proven thumbnail compositions,... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 216 次。

如何安装 Ai Video Thumbnail Maker?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install ai-video-thumbnail-maker」即可一键安装,无需额外配置。

Ai Video Thumbnail Maker 是免费的吗?

是的,Ai Video Thumbnail Maker 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Ai Video Thumbnail Maker 支持哪些平台?

Ai Video Thumbnail Maker 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Ai Video Thumbnail Maker?

由 peandrover adam(@peand-rover)开发并维护,当前版本 v1.0.0。

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