transcript-intelligence

name	transcript-intelligence
description	Use when the user wants to summarize, analyze, or repurpose transcripts from TikTok, Instagram, YouTube, Facebook, X/Twitter, LinkedIn, Rumble, or Reddit video posts. Extracts hooks, claims, quotes, content atoms, themes, and reusable scripts.
allowed-tools	Bash, Read, Write, WebFetch
version	1.0.0
author	ScrapeCreators
license	MIT
homepage	https://scrapecreators.com
repository	https://github.com/ScrapeCreators/social-media-research-skills
metadata	{"openclaw":{"requires":{"env":"[Truncated]"},"primaryEnv":"SCRAPECREATORS_API_KEY","homepage":"https://scrapecreators.com","tags":["social-media","research","scrapecreators"]}}

Transcript Intelligence

Overview

Turn public video transcripts into useful research and content assets. This skill is for extracting signal from spoken social video: hooks, claims, stories, objections, examples, CTAs, and reusable content angles.

When to Use

Use this skill when the user asks to:

• summarize a video, reel, short, TikTok, podcast clip, or social video
• analyze a creator's hooks or speaking style
• extract quotes, claims, examples, and CTAs from transcripts
• turn transcripts into social posts, scripts, newsletters, or content ideas
• compare what multiple creators say about a topic

Transcript Sources

Platform	Endpoint
TikTok	/v1/tiktok/video/transcript
Instagram	/v2/instagram/media/transcript
YouTube	/v1/youtube/video/transcript, /v1/youtube/video
Facebook	/v1/facebook/post/transcript
X/Twitter	/v1/twitter/tweet/transcript
LinkedIn	/v1/linkedin/post/transcript
Rumble	/v1/rumble/video/transcript
Reddit video	/v1/reddit/post/transcript

If a detail endpoint already includes transcript text, use it. If transcript is unavailable, say so and fall back to title/caption/description only.

Workflow

1. Collect URLs or discover videos

   • If URLs are provided, fetch each transcript directly.
   • If a creator/channel is provided, first fetch recent posts/videos, then choose relevant videos.

2. Extract transcript text

   • Preserve timestamps if provided.
   • Keep source URL with each transcript.
   • Do not hallucinate missing captions.

3. Segment the transcript Break into:

   • hook/opening
   • setup/context
   • main claim or lesson
   • evidence/examples
   • payoff