Process TikTok reference videos to extract hooks and generate analysis files.
npx skills add https://github.com/tinnlo/lukas_9688 --skill tiktok-ad-analysis
Please help me install this Agent Skill. Skill: tiktok-ad-analysis Source: https://github.com/tinnlo/lukas_9688/tree/main/.claude/skills/tiktok_ad_analysis Command: npx skills add https://github.com/tinnlo/lukas_9688 --skill tiktok-ad-analysis
This Skill automates the analysis of TikTok reference videos to extract hooks, strategies, and insights that inform script generation and market positioning. It produces bilingual outputs to support multilingual teams and faster decision making.
Place your product videos in product_list/YYYYMMDD/{product_id}/ref_video/. Install required tools (Python 3.8+, ffmpeg, yt-dlp, faster-whisper, and gemini-cli). Run python analyze_video_batch.py <product_id> to process all videos for a product; results will appear as video_N_analysis.md files and video_synthesis.md in the same ref_video directory.
High-intent search queries and answers about installing and using this skill.
Automate TikTok video ad analysis by running a Python script that uses FFmpeg, yt-dlp, Whisper, and Gemini to extract hooks, strategies, and insights for script generation. It processes reference videos in parallel to produce per-video analysis files and a market synthesis summary.
To run batch video analysis for TikTok ads, you need Python 3.8+, FFmpeg, yt-dlp, faster-whisper, and gemini-cli installed. Place reference videos in the product_list/YYYYMMDD/{product_id}/ref_video/ directory and execute the batch processing script.
Parallel processing for TikTok video analysis runs across multiple products simultaneously, generating individual video_N_analysis.md files for each video and a mandatory video_synthesis.md that summarizes market insights for script generation.
Yes, you can use Gemini and Whisper to generate bilingual video analysis reports. The workflow processes TikTok reference videos to extract messaging angles and value propositions, outputting bilingual video_N_analysis.md files to support multilingual teams.
The best way to synthesize market insights from TikTok ad videos is to use an automated batch processing script that analyzes multiple reference videos and compiles their hooks and strategies into a single video_synthesis.md summary file for script generation.
Using yt-dlp and FFmpeg for TikTok reference video transcription requires proper local installation of these tools alongside Python 3.8+. The workflow depends on faster-whisper for transcription and Gemini for analysis, limiting usage to environments where these dependencies are configured.
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