@bradautomates

watch downloads videos from urls or local paths, extracts keyframes and scene-aware images as jpegs, retrieves timestamped transcripts from captions or whisper api, and returns frame paths for visual analysis alongside transcript data.

instagram-research scrapes high-performing posts and reels via apify, then uses gemini to analyze hooks and structural patterns. requires external api tokens and account configuration.

video-content-analyzer uses gemini ai to extract hooks, structure, delivery style, and cta strategies from short-form videos. execution via python script with platform-specific input/output handling.

tiktok-research fetches videos from tracked accounts via apify, applies outlier detection to surface top performers, then uses ai to extract hook techniques and engagement patterns into structured markdown reports.