Summary
This is a full research pipeline for identifying what's actually working on TikTok right now. You point it at competitor accounts, it pulls recent videos via Apify, runs statistical analysis to find outliers (anything performing above mean plus 2 standard deviations), then uses AI to extract the actual hook formulas and content patterns from the top 5 videos. The output is a structured report with replicable techniques, not just metrics. It's legitimately useful if you're trying to reverse engineer viral content in a niche, though you'll need both Apify and Gemini API keys. The engagement scoring formula weights comments and shares heavily, which feels right for TikTok's algorithm.
Install to Claude Code
npx -y skills add bradautomates/head-of-content --skill tiktok-research --agent claude-codeInstalls into .claude/skills of the current project.
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Agent, run crypto. Access onchain data & trade routes via 1inch.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Files
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Featured
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
