What You Get
- -Content analysis and key insight extraction
- -Multi-format generation (tweets, LinkedIn, newsletter, blog)
- -Platform-specific tone and length optimization
- -Hashtag and keyword suggestion
- -Content calendar with posting schedule
Step by Step
1. Ingest and analyze the content
Accept content in any format: blog post URL (fetch and extract text), YouTube transcript (via API), podcast transcription text, or raw text. Use OpenAI to analyze the content and extract the main thesis and structure.
2. Extract key insights
Use OpenAI to extract 5-7 key insights: quotable lines, surprising statistics, contrarian opinions, actionable takeaways, and the core narrative arc. Each insight includes a suggested format type (tweet-friendly, LinkedIn story, newsletter hook).
3. Generate format-specific versions
For each target format, generate optimized content: Twitter thread (5-8 tweets with hook and CTA), LinkedIn post (professional tone, 1200-2000 chars), newsletter blurb (150 words with subject line), blog summary (300 words with headings), and 3 Instagram caption options.
4. Optimize for each platform
Add platform-specific elements: relevant hashtags and keywords per platform, optimal posting times, character count checks, and tone adjustments (professional for LinkedIn, conversational for Twitter, visual for Instagram).
5. Build the content calendar
Generate a posting schedule: which format to post when, with suggested times for optimal reach. Include an A/B testing tracker to measure which repurposed formats get the best engagement.
Stack
Build This
Copy this prompt and paste it into Claude Code, OpenCode, Codex, or Cursor to build this recipe.
Common Failure Modes
- !Key insights miss the original content's main point
- !Platform-specific optimization feels generic
- !Tone doesn't match the original creator's voice
- !Hashtag suggestions are irrelevant
Implementation Notes
For the first use, ask the user to provide 3 examples of their preferred writing style. Use these as few-shot examples for tone matching.
Want ai content repurposer running in your business?
4M Labs can deploy ai content repurposer as a production workflow:
- Connected to your tools and data sources
- Secured for your team with proper access controls
- Deployed with monitoring and error handling
- Documented for handoff and future maintenance