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Clipcat Skill

Clipcat is a TikTok e-commerce AI video creation skill that any AI agent can integrate — Claude Code, OpenClaw, Cursor, or your own custom agent. It ships as a single cross-platform clipcat CLI plus a SKILL.md manifest: the agent calls clipcat commands to complete viral video discovery, TikTok Shop market intelligence, video analysis, viral replication, product video generation, AI image generation, and TikTok video download — all in one workflow.

For the latest guide and examples, see: https://clipcat.ai

How It Works

Clipcat is just a small CLI binary and a SKILL.md skill manifest, so any agent that can run shell commands can drive it:

  • The agent reads SKILL.md to learn the available commands and conventions.
  • It runs clipcat <command> and parses the JSON output (default).
  • Async tasks (video / image generation) submit immediately and are polled across turns.

OpenClaw auto-installs the skill from the manifest; any other agent installs the CLI manually (see below). Either way the runtime is the same clipcat binary.

Core Capabilities

  • TikTok E-commerce Data Intelligence: Query 6 entity domains — creators, products, shops, videos, lives, and keyword/image search — covering leaderboards, multi-filter discovery, trends, detail, reviews, comments, and cross-entity relationships (the agent picks the exact command via clipcat <entity> -h)
  • Video Analysis: Extract scripts, scenes, hooks, and music from TikTok or Douyin videos
  • Viral Replication: Recreate proven viral structures with your own product assets (auto-detects TikTok/Douyin links vs direct video URLs)
  • Product to Video: Turn product images into UGC-style TikTok videos
  • AI Image Generation: Generate AI images from text prompts using GPT Image 2, with optional reference images (up to 5)
  • Video Download: Download TikTok or Douyin videos through the Clipcat API

Installation

1. Install the CLI

OpenClaw — auto-installed from the skill manifest; no manual step needed.

Any other agent / manual — install the CLI binary:

# Install the clipcat CLI
curl -fsSL https://clipcat.ai/cli | bash

2. Get Your API Key

Sign up or log in, then generate an API key in your personal center:

Generate API Key

3. Configure Your API Key

Configure the key once on the machine the agent runs on:

clipcat config --api-key your_api_key_here --base-url https://clipcat.ai

Agents that manage secrets via environment variables can instead set CLIPCAT_API_KEY (e.g. OpenClaw: openclaw env set CLIPCAT_API_KEY your_api_key_here).

Usage

Once installed, you can ask your agent to:

  • "Search viral TikTok videos about lip gloss this week"
  • "Search TikTok Shop for trending pet products and show me competitor shops"
  • "Replicate this TikTok video with my product images"
  • "Generate a product video from these images"
  • "Generate an AI image of a model holding my product"
  • "Analyze this video and extract the script"
  • "Show me this TikTok user's recent videos with engagement stats"
  • "Download this TikTok video"
  • "Fetch TikTok Shop product detail and review highlights for this product URL"

Important Notes

  • Video generation tasks are asynchronous and may take several minutes
  • Before submitting a task that consumes credits, the agent quotes the exact cost with clipcat quote, shows you the model / duration / resolution / credits, and waits for your confirmation
  • Do not retry tasks manually; Clipcat already includes retry handling
  • Preserve complete TikTok or Douyin URLs, including signed parameters when present

Supported Models

  • grok_imagine - 10s, 15s, 20s, 30s (720p, 9:16 only) — default, longer clips
  • veo3.1fast - 8s, 16s, 24s (720p, 1080p) — balanced quality and cost
  • sora2_official_exp - 4s, 8s, 12s (720p, 9:16 or 16:9) — paid only, OpenAI Sora 2 official channel

Run clipcat models for the full available-model list with the exact per-combination credit cost and your balance; clipcat replicate -h also lists models.

Supported Languages

English, Chinese, French, German, Malay, Vietnamese, Thai, Japanese, Korean, Indonesian, Filipino

Usage Examples

Example 1: Search for Viral TikTok Videos

Search for viral TikTok videos about lip gloss in the US market this week.
Show me the top 10 results sorted by likes.

Returns a ranked list of relevant viral videos, including core metrics and source links for further analysis.

Example 2: Replicate a TikTok Video

Replicate this TikTok video with my product:
https://www.tiktok.com/@username/video/123456789

Use these product images:
- /path/to/product1.jpg
- /path/to/product2.jpg

Generate a 16-second video in English using veo3.1fast model.

The agent will display the parameters and wait for confirmation before submitting the task.

Example 3: Generate Product Video from Scratch

Create a 10-second OOTD video featuring a British girl showcasing my product.
Product image: /path/to/dress.jpg
Use veo3.1fast model, 9:16 aspect ratio, English language.

Example 4: Analyze a Video

Analyze this video and extract the script, scenes, and music information:
https://www.tiktok.com/@username/video/987654321

Returns structured data including scene-by-scene breakdown, visual descriptions, voiceover content, and background music.

Example 5: Download a TikTok Video

Download this TikTok video:
https://www.tiktok.com/@username/video/111222333

Synchronous operation, returns direct video URL immediately.

Tips

  • Always provide complete TikTok/Douyin URLs
  • Be specific with prompts for better results
  • Wait for task completion - video generation takes time
  • Preserve complete video URLs with all signed parameters
  • Choose appropriate models based on duration and quality needs

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TikTok e-commerce video generation, replication, and analysis SKILL

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