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content-repurposing

Use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.

content-repurposing 是什么?

content-repurposing is a Claude Code agent skill that use when the user wants to turn public social videos, transcripts, posts, or creator research into reusable content assets such as LinkedIn posts, X threads, short-form scripts, newsletters, blog outlines, carousels, or content calendars.

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/content-repurposing

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Content Repurposing

Overview

Turn social research and transcripts into reusable content. This skill works best after transcript-intelligence, outlier-post-finder, or creator-profile-teardown, but it can also start directly from URLs.

When to Use

Use this skill when the user asks to:

  • turn videos or transcripts into posts
  • repurpose TikToks, Reels, Shorts, podcasts, or webinars
  • create LinkedIn posts, X threads, scripts, newsletters, or blog outlines
  • build a content calendar from winning social ideas
  • adapt a competitor/creator pattern without plagiarizing

Workflow

  1. Gather source material: URLs, transcripts, posts, or research report.
  2. Extract content atoms: hooks, stories, claims, frameworks, examples, data points, CTAs.
  3. Choose output formats and platform constraints.
  4. Rewrite for the user's voice and audience.
  5. Keep attribution/internal notes when ideas are inspired by a source.
  6. Produce ready-to-use drafts plus optional variants.

Output Format

# Repurposed Content Pack

## Source Material
- [source](url)

## Content Atoms
| Atom | Source | Best format |
|---|---|---|

## LinkedIn Posts
1. ...

## X Threads
1. ...

## Short-Form Scripts
### Script 1
- Hook:
- Body:
- CTA:

## Newsletter / Blog Ideas
- ...

Common Pitfalls

  • Do not plagiarize. Adapt structure and insight, not unique wording unless quoting with attribution.
  • Do not flatten every platform into the same format.
  • Do not lose the original hook if it is the strongest part.

Individual skills in this repo

This repo contains 12 individual skills — each has its own dedicated page.

ad-library-teardown

Use when the user wants to analyze active ads from Meta/Facebook, Google, or LinkedIn ad libraries; tear down a competitor

audience-research

Use when the user wants to evaluate a creator, influencer, or brand audience using public profile signals, TikTok audience demographics, follower/following data, comments, geography, language, and content fit. Helps judge sponsorship and market fit.

comment-mining

Use when the user wants to mine comments and replies for audience reactions, customer language, questions, objections, complaints, product ideas, buying intent, sentiment, or voice-of-customer insights from public social posts and videos.

competitor-social-research

Use when the user wants to research competitors

creator-profile-teardown

Use when the user wants to analyze a creator, influencer, founder, or brand social account and understand positioning, content pillars, outlier posts, hooks, format choices, audience reaction, and what can be copied or tested.

influencer-prospecting

Use when the user wants to find creators, influencers, affiliates, or social accounts in a niche for outreach, partnerships, sponsorships, UGC, seeding, or competitive research. Produces scored prospect lists from public social data.

outlier-post-finder

Use when the user wants to find posts, videos, reels, shorts, tweets, or social content that overperformed versus a creator, brand, or competitor baseline. Finds outliers, explains why they worked, extracts hooks and formats, and produces a practical swipe file.

product-demand-research

Use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from Reddit, social posts, video transcripts, and comments. Produces evidence-backed product research.

scrapecreators-api

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social-listening-brief

Use when the user wants a social listening report about what people are saying about a brand, person, product, topic, category, or niche across public social platforms. Produces cited themes, sentiment caveats, notable posts, and recommended actions.

transcript-intelligence

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.

trend-discovery

Use when the user wants to discover trending social topics, hashtags, sounds, posts, reels, shorts, creators, or formats in a niche. Searches public trend and discovery endpoints, ranks evidence, and turns trends into practical content angles.

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