| 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
-
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
