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youtube-thumbnail: Thumbnail gestalten, bewerten, verbessern

Agent Skill von CoverHook, der aus deinem Videothema und einem optionalen Foto ein klickstarkes YouTube-Thumbnail gestaltet, es nach Nischenregeln mit bis zu 100 Punkten bewertet und höchstens zweimal überarbeitet. Nutzt den CoverHook-MCP-Server; Generierungen kosten Credits, fehlgeschlagene werden erstattet.

Was ist youtube-thumbnail: Thumbnail gestalten, bewerten, verbessern?

Schritt 2 des Rezepts YouTube-Episode (das Thumbnail), aus coverhook-ai/youtube-thumbnail-skill (veröffentlicht am 2026-10-09, Skill-Dateien unter MIT; der CoverHook-Dienst kostet pro Bild, neue Konten erhalten 25 Gratis-Credits). Gib das Thema, die drei bis fünf Wörter fürs Bild und idealerweise ein Gesichts- oder Produktfoto. Der Agent ruft plan_cover für einen Nischenvorschlag und einen gestrafften Titel auf, generate_cover mit Idempotenzschlüssel, damit ein Retry nie doppelt kostet, fragt get_cover alle 10–15 Sekunden ab und holt mit score_cover eine Punktzahl bis 100 samt fehlgeschlagener Prüfungen. Unter 70 startet er refine_cover mit ein bis zwei konkreten Hinweisen („Gesicht größer“, „weniger Wörter“), ohne Rückfrage höchstens zweimal, und stoppt, wenn die Punktzahl nicht steigt. Ein Bild pro Anfrage, außer du willst Optionen. Das Plugin enthält auch ein kostenloses Thumbnail-Review ohne Konto sowie Skills für Kanalbanner und Buchcover.

Funktioniert mit~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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Dokumentation

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.

Verwandte Skills