mcpbeat

Content Repurposer

guia-matthieu/content-repurposer

Transform long-form content into multiple short-form pieces. Use when: converting podcast to social posts; extracting Twitter threads from blog posts; pulling quotes from transcripts; creating content variants from single source

4k tokens
context cost
the whole folder, loaded on every use
3
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
145
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/guia-matthieu/clawfu-skills --skill content-repurposer

What comes with it

11 188 bytes besides the instruction
scripts/main.py
scripts/requirements.txt

The instruction itself

22 sections, as written by the author

Content Repurposer

> Turn one piece of content into 10+ pieces using AI-powered extraction and reformatting - the "create once, publish everywhere" workflow.

When to Use This Skill

  • Podcast repurposing - Convert episode transcripts to threads, posts, quotes
  • Blog distribution - Transform articles into LinkedIn posts, Twitter threads
  • Video content recycling - Extract quotable moments and insights
  • Newsletter content - Generate social snippets from weekly newsletters
  • Webinar follow-up - Create post-event content from recordings

What Claude Does vs What You Decide

| Claude Does | You Decide |

|-------------|------------|

| Structures production workflow | Final creative direction |

| Suggests technical approaches | Equipment and tool choices |

| Creates templates and checklists | Quality standards |

| Identifies best practices | Brand/voice decisions |

| Generates script outlines | Final script approval |

Dependencies

pip install anthropic jinja2 click pyyaml
# Requires ANTHROPIC_API_KEY environment variable

Commands

Multi-Format Repurpose

python scripts/main.py repurpose transcript.txt --formats "twitter,linkedin,instagram"
python scripts/main.py repurpose blog-post.md --formats all

Twitter Thread

python scripts/main.py thread article.md --max-tweets 10
python scripts/main.py thread transcript.txt --style educational

Quote Extraction

python scripts/main.py quotes podcast-transcript.txt --count 5
python scripts/main.py quotes interview.txt --style inspirational

Hook Generation

python scripts/main.py hooks content.txt --count 10
python scripts/main.py hooks product-page.txt --style curiosity

Examples

Example 1: Podcast Episode → Full Content Suite

# Input: 45-minute podcast transcript
python scripts/main.py repurpose episode-42-transcript.txt --formats all

# Output directory: episode-42-transcript_repurposed/
# ├── twitter_thread.md (10-tweet thread)
# ├── linkedin_post.md (long-form post)
# ├── instagram_carousel.md (10 slides)
# ├── quotes.md (5 quotable moments)
# └── hooks.md (5 attention grabbers)

Example 2: Blog Post → Twitter Thread

# Convert 2000-word article to thread
python scripts/main.py thread positioning-strategy.md --max-tweets 12 --style educational

# Output: positioning-strategy_thread.md
# 1/ Here's how the best B2B companies position themselves (thread)
# 2/ First, they identify their competitive alternatives...
# ...
# 12/ TL;DR: Position for differentiation, not features. Link in bio.

Example 3: Extract Quotable Moments

# Pull shareable quotes from interview
python scripts/main.py quotes founder-interview.txt --count 10 --style inspirational

# Output: founder-interview_quotes.md
# 1. "We didn't build a product, we built a belief system."
# 2. "Your first 100 customers should feel like co-founders."
# ...

Output Formats

| Format | Best For | Typical Length |

|--------|----------|----------------|

| twitter | Thread with numbered tweets | 8-15 tweets |

| linkedin | Long-form professional post | 1,200-1,500 chars |

| instagram | Carousel slide content | 10 slides |

| quotes | Shareable quote graphics | 5-10 quotes |

| hooks | Opening lines for posts | 10 hooks |

| summary | Executive summary | 200-300 words |

| newsletter | Email-friendly summary | 500-800 words |

Content Styles

| Style | Tone | Use Case |

|-------|------|----------|

| educational | Teaching, explaining | Tutorials, how-tos |

| inspirational | Motivating, uplifting | Founder stories |

| provocative | Challenging assumptions | Thought leadership |

| conversational | Casual, relatable | Personal brand |

| professional | Formal, authoritative | B2B, enterprise |

How It Works

  • Content Analysis - AI reads full content, identifies key themes
  • Format Adaptation - Restructures for each platform's constraints
  • Hook Generation - Creates attention-grabbing openings
  • Quote Extraction - Pulls most shareable moments
  • Consistency Check - Ensures message alignment across formats

Best Practices

  • Start with transcripts - Raw transcripts work better than polished content
  • Review hooks - AI-generated hooks need human judgment
  • Edit threads - Check flow between tweets
  • Add context - AI can't know your audience's inside jokes
  • Test variations - Generate multiple versions, pick the best

Skill Boundaries

What This Skill Does Well

  • Structuring audio production workflows
  • Providing technical guidance
  • Creating quality checklists
  • Suggesting creative approaches

What This Skill Cannot Do

  • Replace audio engineering expertise
  • Make subjective creative decisions
  • Access or edit audio files directly
  • Guarantee commercial success
  • whisper-transcription - Create transcripts to repurpose
  • youtube-downloader - Get video content to repurpose
  • copywriting-schwartz - Improve repurposed copy

Skill Metadata

  • Mode: cyborg
category: automation
subcategory: content-automation
dependencies: [anthropic, jinja2]
difficulty: beginner
time_saved: 8+ hours/week
api_cost: ~$0.02-0.10 per repurpose

How to use it

Copy the folder

Take guia-matthieu/content-repurposer from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.

Install what it needs

The instructions reference pip. Without those the skill loads but fails at the first command.