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Research
Skill

/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.

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social-media-research-skills
3.3k13 skills
Install
$ npx -y skills add ScrapeCreators/social-media-research-skills --skill content-repurposing --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/content-repurposing

Context preview

The summary Claude sees to decide when to auto-load this skill.

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.

SKILL.md

content-repurposing.SKILL.md
name: content-repurposing
description: 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.
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:
        - SCRAPECREATORS_API_KEY
    primaryEnv: SCRAPECREATORS_API_KEY
    homepage: https://scrapecreators.com
    tags:
      - social-media
      - research
      - scrapecreators

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.
Read more
Ships withsocial-media-research-skills

Practical AI agent skills for social media research, powered by ScrapeCreators.

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Python
Language
MIT
License
1mo ago
Last commit
4mo ago
Created
15h ago
Added

Repo: ScrapeCreators/social-media-research-skills