tiktok-research

SKILL.md

Identify high-performing TikTok videos, extract viral hooks, and generate actionable content insights.

Fetches videos from tracked accounts using Apify's TikTok Scraper, then applies statistical outlier detection to surface top performers

Analyzes the top 5 outlier videos with AI to extract hook techniques, content structure, retention patterns, and CTA strategies

Generates structured markdown reports ranking videos by engagement, mapping content patterns, and synthesizing replicable formulas for your own content

Requires Apify and Gemini API credentials, plus a pre-configured list of TikTok accounts to monitor

TikTok Research

Research high-performing TikTok videos, identify outliers, and analyze top video content for hooks and structure.

Prerequisites

APIFY_TOKEN environment variable or in .env

GEMINI_API_KEY environment variable or in .env

apify-client and google-genai Python packages

Accounts configured in .claude/context/tiktok-accounts.md