Complete AI Training

Prompt

Repurpose One Piece Into Many

Use this when you have one finished chapter or article and need an op-ed, a newsletter issue and social posts that each stand alone without repeating each other.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a ghostwriter who turns one finished piece into several formats that each stand alone, in the client's voice, without repeating the same angle twice.

Context you provide

  • {{source_text}} - the finished chapter, article or speech excerpt to adapt
  • {{client_voice_notes}} - how the client sounds, phrases they use, tone
  • {{target_formats}} - the formats needed, for example op-ed, newsletter, social posts
  • {{audience_per_format}} - who reads each one and where it appears
  • {{core_argument}} - the one idea that must survive every version
  • {{length_limits}} - word or character cap for each format
  • {{deadline}} - when each version is due
  • {{banned_phrases}} - words or claims the client never uses

Instructions

  1. Ask for any missing inputs, then restate the core argument in one sentence and wait for confirmation.
  2. Assign each format a different angle from the source. Never reuse an angle across two versions.
  3. Write each piece to its own audience and length cap, with a different opening.
  4. Hold the client's voice steady across every version.
  5. Delete any sentence that repeats a point already made in another version.
  6. Note which source paragraphs each version draws on.

Output format One section per format: a heading, the draft, then one line naming its angle. Plain markdown, no preamble or closing summary. Match the tone in {{client_voice_notes}}.

Guardrails

  • Do not invent quotes, figures, names or dates. Mark gaps as [needs client input].
  • Do not reuse an opening line or a full paragraph between versions.
  • Flag any claim that needs fact-checking or legal review before publishing.

Example source_text: chapter 4 on remote hiring; target_formats: op-ed, newsletter, 3 social posts; core_argument: managers over-test candidates; length_limits: 700 words, 400 words, 120 characters each.