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tiktok-product-analysis

Analyze TikTok product campaigns via parallel image, video, and market synthesis.

Updated Aug 27, 2026
Search Tags:#analysis#Gemini#batch-processing#video-analysis#image-analysis#tiktok#market-synthesis
One-click install
npx skills add https://github.com/tinnlo/lukas_9688 --skill tiktok-product-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tiktok-product-analysis
Source: https://github.com/tinnlo/lukas_9688/tree/main/.claude/skills/tiktok_product_analysis
Command: npx skills add https://github.com/tinnlo/lukas_9688 --skill tiktok-product-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a parallel analysis pipeline for TikTok product campaigns, handling image analysis, video analysis, and market synthesis to prepare all foundation data before script generation, enabling batch processing of multiple products.

Core Features & Use Cases

  • Parallel image analysis, video analysis, and market synthesis using Gemini async MCP
  • Prepares a unified set of foundation data consumed by the script generator
  • Batch processing support across multiple products for faster turnaround

Quick Start

Use the tiktok-product-analysis skill to generate analysis files in the product_list/date/product_id structure and proceed to script generation with the appropriate Script Generator skill.

Frequently Asked Questions about tiktok-product-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I batch analyze TikTok product campaign videos and images in parallel?▼

Batch TikTok product analysis runs parallel image analysis, video analysis, and market synthesis using Gemini async MCP tasks, aggregating results into standardized artifacts for downstream script generation.

Do I need Gemini CLI MCP to process TikTok campaign market synthesis?▼

Yes, TikTok campaign market synthesis requires Gemini CLI MCP as the executor to run asynchronous analysis tasks, batch process multiple products, and aggregate the foundation data outputs.

What is the best way to prepare foundational data for TikTok product script generation?▼

The best way to prepare foundation data for TikTok script generation is running this parallel analysis pipeline, which outputs standardized artifacts in a product_list/date/product_id directory structure.

Can I process multiple TikTok products simultaneously for campaign analysis?▼

Yes, you can batch process multiple TikTok products simultaneously by coordinating parallel Gemini async MCP tasks, which accelerates turnaround time for campaign market synthesis.

Why does my TikTok product analysis pipeline output standardized artifacts?▼

The pipeline outputs standardized analysis artifacts so downstream script generators can reference the foundation data directly without duplicating the image, video, or market synthesis content.

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