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Acestep Thumbnail

Organization
ace-step
acestep-thumbnail

Generate song cover/thumbnail images using Gemini API. Creates artistic images suitable for music video backgrounds. Use when users want to generate album art, song covers, thumbnails, or background images for MVs.

Overview

Publisherace-step
Repositoryace-step-skills
Skill nameacestep-thumbnail
Stars
99
Forks
20
Bundled files
2
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by ace-step on GitHub. Read the source before you install it.

Installation

Install the Acestep Thumbnail AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/ace-step/ace-step-skills/tree/main/skills/acestep-thumbnail
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ace-step/ace-step-skills.git /tmp/ace-step-skills
mkdir -p .claude/skills
cp -r /tmp/ace-step-skills/skills/acestep-thumbnail .claude/skills/acestep-thumbnail
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Acestep Thumbnail in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Acestep Thumbnail on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Acestep Thumbnail is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Thumbnail Generation Skill

Generate song cover/thumbnail images using Google Gemini's image generation API. Output images can be used directly as MV backgrounds with the acestep-simplemv skill.

API Key Setup Guide

Before generating, you MUST check whether the user's API key is configured. Run the following command to check:

bash
cd "{project_root}/{.claude or .codex}/skills/acestep-thumbnail/" && bash ./scripts/acestep-thumbnail.sh config --check-key

This command only reports whether the API key is set or empty — it does NOT print the actual key value. NEVER read or display the user's API key content. Do not use config --get on key fields or read config.json directly. The config --list command is safe — it automatically masks API keys as *** in output.

If the command reports the key is empty, you MUST stop and guide the user to configure it before proceeding. Do NOT attempt generation without a valid key — it will fail.

Use AskUserQuestion to ask the user to provide their API key, with the following guidance:

  1. Tell the user the Gemini API key is not configured and image generation cannot proceed without it.
  2. Provide instructions on where to get a key:
  3. Once the user provides the key, configure it using:
    bash
    cd "{project_root}/{.claude or .codex}/skills/acestep-thumbnail/" && bash ./scripts/acestep-thumbnail.sh config --set api_key <KEY>
  4. After configuring, re-run config --check-key to verify the key is set before proceeding.

If the API key is already configured, proceed directly to generation without asking.

Quick Start

bash
# 1. cd to this skill's directory
cd {project_root}/{.claude or .codex}/skills/acestep-thumbnail/

# 2. Configure API key
./scripts/acestep-thumbnail.sh config --set api_key <YOUR_GEMINI_KEY>

# 3. Generate thumbnail
./scripts/acestep-thumbnail.sh generate --prompt "Cherry blossoms at night with moonlight"

# 4. Output saved to: {project_root}/acestep_output/<timestamp>_thumbnail.png

Prerequisites

Script Usage

bash
./scripts/acestep-thumbnail.sh generate [options]

Options:
  --prompt       Image description (required)
  --aspect-ratio 16:9, 1:1, or 9:16 (default: 16:9)
  --output       Output image path (default: acestep_output/<timestamp>_thumbnail.png)

Prompt Guidelines

When crafting prompts for song thumbnails:

  • Be descriptive and atmospheric: "Neon-lit rain-soaked Tokyo street at midnight" works better than "city at night"
  • Match the music mood: A jazz song might need "Warm smoky lounge with dim golden lighting", while EDM might need "Abstract geometric patterns with vibrant electric colors"
  • Avoid text requests: Image generation models often struggle with text. Add "No text or letters in the image" if needed
  • For MV backgrounds: The image will be overlaid with visualizations, so avoid overly busy compositions. Atmospheric, gradient-rich scenes work best

Configuration

Config file: scripts/config.json

bash
# Set API key
./scripts/acestep-thumbnail.sh config --set api_key <YOUR_KEY>

# Change model
./scripts/acestep-thumbnail.sh config --set model gemini-3.1-flash-image-preview

# Change default aspect ratio
./scripts/acestep-thumbnail.sh config --set aspect_ratio 1:1

# View config (API key masked)
./scripts/acestep-thumbnail.sh config --list
OptionDefaultDescription
api_key""Gemini API key
api_urlhttps://generativelanguage.googleapis.com/v1betaGemini API base URL
modelgemini-3.1-flash-image-previewGemini model with image generation
aspect_ratio16:9Default aspect ratio (16:9 for MV, 1:1 for album art)

Integration with MV Rendering

Generated thumbnails can be directly used as MV backgrounds:

bash
# 1. Generate thumbnail
cd {project_root}/{.claude or .codex}/skills/acestep-thumbnail/
./scripts/acestep-thumbnail.sh generate --prompt "Energetic pop concert stage with colorful lights" --output /tmp/cover.png

# 2. Use as MV background
cd {project_root}/{.claude or .codex}/skills/acestep-simplemv/
./scripts/render-mv.sh --audio song.mp3 --lyrics song.lrc --title "Song Name" --background /tmp/cover.png

Workflow: Full Song Pipeline

The complete workflow with all ACE-Step skills:

  1. acestep-songwriting — Write lyrics and plan structure
  2. acestep — Generate music from lyrics
  3. acestep-lyrics-transcription — Transcribe audio to timestamped LRC
  4. acestep-thumbnail — Generate cover art / MV background
  5. acestep-simplemv — Render final music video with cover + audio + lyrics

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Acestep Thumbnail AI skill do?

Generate song cover/thumbnail images using Gemini API. Creates artistic images suitable for music video backgrounds. Use when users want to generate album art, song covers, thumbnails, or background images for MVs.

Why use Acestep Thumbnail on TypingMind?

Because you install it once and use it with any model. Acestep Thumbnail is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Acestep Thumbnail in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ace-step/ace-step-skills/tree/main/skills/acestep-thumbnail. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Acestep Thumbnail?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Acestep Thumbnail?

As many as you like. As long as a model supports skills, you can use Acestep Thumbnail with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Acestep Thumbnail AI skill free?

It is published on GitHub by ace-step. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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