transcript-intelligence

Original：🇺🇸 English

Translated

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.

3installs

Sourcescrapecreators/social-media-research-skills

Added on2026-08-12

NPX Install

npx skill4agent add scrapecreators/social-media-research-skills transcript-intelligence

SKILL.md Content

View Translation Comparison →

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

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.
Extract transcript text
- Preserve timestamps if provided.
- Keep source URL with each transcript.
- Do not hallucinate missing captions.
Segment the transcript Break into:
- hook/opening
- setup/context
- main claim or lesson
- evidence/examples
- payoff
- CTA
Analyze the content Extract:
- exact hooks
- claims and contrarian takes
- stories
- frameworks
- objections addressed
- emotional language
- quotable lines
- content atoms that stand alone
Synthesize across multiple transcripts
- Cluster by topic and angle.
- Count recurring themes.
- Identify repeated hook formulas.
- Flag the strongest examples with citations.

Output Format

markdown

# Transcript Intelligence Report

## TL;DR
- Main themes:
- Strongest hooks:
- Best reusable ideas:

## Transcript-by-Transcript Notes
### [Video title or URL](url)
- Hook: "..."
- Core idea: ...
- Best quote: "..."
- CTA: ...
- Content atoms:
  1. ...

## Patterns Across the Set
| Pattern | Evidence | Example URLs |
|---|---|---|

## Hooks Swipe File
- "..."
- "..."

## Repurposing Ideas
- LinkedIn post:
- X thread:
- Short-form script:
- Newsletter section:

Common Pitfalls

Do not summarize from the title alone if the user asked for transcript analysis. Fetch transcripts first.
Do not lose exact wording. Hooks and quotes are more valuable verbatim.
Do not treat AI-generated transcript text as perfect. If wording seems garbled, mark it as approximate.
Do not mix source attribution. Every quote should trace back to a URL.