# Transcript Intelligence

Use when the user wants to summarize, analyze, or repurpose transcripts from TikTok...

- Repository: https://github.com/ScrapeCreators/social-media-research-skills (5252 stars)
- Category: Media
- License: MIT
- Last updated: 2026-08-26
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add ScrapeCreators/social-media-research-skills --skill transcript-intelligence -g -a claude-code -y`
Codex: `npx skills add ScrapeCreators/social-media-research-skills --skill transcript-intelligence -g -a codex -y`
Cursor: `npx skills add ScrapeCreators/social-media-research-skills --skill transcript-intelligence -g -a cursor -y`
Gemini CLI: `npx skills add ScrapeCreators/social-media-research-skills --skill transcript-intelligence -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add ScrapeCreators/social-media-research-skills`

## 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.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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
   - CTA

4. **Analyze the content**
   Extract:
   - exact hooks
   - claims and contrarian takes
   - stories
   - frameworks
   - objections addressed
   - emotional language
   - quotable lines
   - content atoms that stand alone

The rest: https://github.com/ScrapeCreators/social-media-research-skills/blob/HEAD/skills/transcript-intelligence/SKILL.md