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youtube-thumbnail:生成、打分、修改 YouTube 封面

CoverHook 出品的 Agent 技能:根据视频主题和可选照片设计高点击的 YouTube 封面,按频道品类规则打 100 分制分数,最多自动修改两次。调用 CoverHook MCP 服务;生成按点数计费,失败自动退款。

youtube-thumbnail:生成、打分、修改 YouTube 封面 是什么?

YouTube 单集配方第 2 步(封面),来自 coverhook-ai/youtube-thumbnail-skill(2026-10-09 发布,技能文件 MIT;CoverHook 服务按张收费,新账号送 25 点免费额度)。给它视频主题、封面上要放的三到五个词,最好再加一张人脸或产品照片。Agent 先调用 plan_cover 推荐品类并精简标题,再用带幂等键的 generate_cover 生成(重试不会重复扣费),每 10–15 秒查询一次 get_cover,然后 score_cover 给出 100 分制分数和未通过的检查项。低于 70 分就用一两条具体意见(如「脸放大」「字少一点」)调用 refine_cover,未经询问最多改两次,改了分数不涨就停下。默认每次只出一张,要备选才多出。同一插件还带一个无需账号的免费封面点评,以及频道横幅和书封技能。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/coverhook-ai/youtube-thumbnail-skill/tree/HEAD/plugins/coverhook/skills/youtube-thumbnail

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文档

YouTube thumbnail

CoverHook designs the thumbnail; your job is to get the right inputs, run the tools in order, and show the results. The design rules for each channel niche live on CoverHook's side and are applied when the image is generated — you do not write image prompts.

What to find out first

Ask only for what is missing, in one message:

  1. The video. Its topic, and the few words that should appear on the thumbnail. Keep on-image text short: three to five words reads at feed size, a sentence does not.
  2. The channel's niche. Call list_skills to see the niches and which ones work best with a photo. If the person has not said, plan_cover will suggest one from their description.
  3. A photo, if they have one. A face or a product shot usually makes a stronger thumbnail. If they give you a local file, send it with upload_image and use the returned URL.

If the request is clear enough, skip the questions and start.

Workflow

  1. plan_cover with the person's own words. It returns a suggested niche, a tidied on-image title, and any questions still worth asking. Ask those questions only if the answer would change the design.
  2. generate_cover with the niche, title, and any reference image URLs. It returns a task id straight away and charges credits; the image takes about a minute. Always pass an idempotency_key so a retry never charges twice.
  3. get_cover until the task is completed or failed. Poll every 10 to 15 seconds, not faster.
  4. score_cover on the finished task. It returns a score out of 100 and the checks the thumbnail failed.
  5. If the score is below 70, or the person asks for changes, refine_cover with one or two concrete notes drawn from the failed checks or their feedback ("make the face larger", "fewer words"). Refine at most twice without asking; if the second revision does not improve the score, stop and let the person choose. A score of 70 or more is done: mention any failed check, but do not refine on your own — every revision costs credits.

Make one image per request. Only when the person asks for options, call generate_cover two or three times with different strategy values from list_skills. The account runs at most three generations at once.

When a generation fails

A failed task has already been refunded; say so, with its error in plain words.

  • It took longer than 3 minutes, or the service was unavailable: offer to try again once. Use a new idempotency_key — the old one returns the same failed task.
  • The request was declined: do not retry the same thing. Suggest a different title or photo.
  • A reference image could not be read: ask for the image again and upload it with upload_image.

Never retry more than once without asking.

Showing results

Show the image, its score, and one line on what to change if anything. Do not paste the tool output. Mention what the run cost when it is more than one generation; get_credits shows the balance.

Principles that hold across niches

  • One clear subject. A busy thumbnail loses at feed size.
  • High contrast and saturated colour, so it stands out next to the thumbnails around it.
  • Few, large words that do not repeat the video title.
  • Make the viewer curious about the video, and stay honest about what is in it.

If the CoverHook tools are missing

This skill needs the CoverHook connection: tools such as list_skills and generate_cover. If they are not available, or the CoverHook server failed to connect (a 401, "not authenticated"), the usual reason is that no API key has been entered yet: the plugin installs without one. Do not assume a key was revoked or mistyped, and do not work around it by writing an image prompt yourself. Tell the person, in one short message that mentions the free credits:

  1. Sign in at https://coverhook.com/account and create an API key in the API keys section. New accounts get 25 free credits, enough for one thumbnail at the default size.
  2. Run /plugin, open CoverHook on the Installed tab, choose Configure options, and paste the key.
  3. Run /mcp to reconnect, or restart the session.

If they say they already entered a key, it may have been revoked or pasted with a typo: create a new one and replace it the same way.

If they connected CoverHook as a plain MCP server instead of this plugin, the key goes in the Authorization: Bearer header of that server.

Individual skills in this repo

This repo contains 3 individual skills — each has its own dedicated page.

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