The Autopilot Repurposing Engine
Turn what the client already said into content they can proudly publish.
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Stop Staring at the Blank Page Like It Owes You Money
The easiest place to begin ghostwriting is not inside your imagination. It is inside the client’s existing material. Their podcast. Their keynote. Their book chapter. Their messy transcript where they say “you know” forty-seven times and somehow hide one excellent idea between minute 18 and minute 22.
Use this prompt when your client already has raw material.
Feed it transcripts, notes, articles, videos, talks, or interviews.
Ask it to extract the strongest ideas before writing anything new.
Turn one source into multiple formats without losing the original meaning.
Preserve the client’s voice instead of making them sound like a motivational refrigerator magnet.
The pain is simple: you need to create content, but you do not yet know the client well enough to freestyle. The agitation is worse: if you invent too much, the client reads it and says, “This doesn’t sound like me.” This prompt solves that by keeping AI on a leash. It repurposes, reshapes, and clarifies what already exists.
Run this when you want to practice ghostwriting without playing psychic.
How to use this prompt:
Paste in a piece of existing client material and tell the AI what format you want to create from it. The goal is to extract the client’s best thinking, preserve their voice, and convert the material into a new asset with minimal invention.
Replace every placeholder before running the prompt.
Use a transcript, article, podcast notes, book excerpt, speech, email, or rough notes as the source.
Choose one target format: LinkedIn post, X thread, newsletter, article, email, script, or short essay.
Include any known voice notes, banned phrases, audience details, and desired outcome.
Review the output for accuracy before sending it to the client.
This works best when you treat AI like an assistant with a highlighter, scissors, and a broom. It finds the gold, trims the junk, and helps arrange the room.
The Prompt:
You are an expert ghostwriting assistant specializing in autopilot repurposing.
Your job is to turn existing client material into a new content asset while preserving the client’s original ideas, meaning, tone, and voice.
Do not invent new expertise, stories, claims, statistics, or opinions unless I explicitly ask you to. Work only from the source material provided.
CLIENT CONTEXT:
Client name or role: [CLIENT NAME / ROLE]
Client industry: [INDUSTRY]
Client audience: [TARGET AUDIENCE]
Client goal for this content: [GOAL]
Target platform or format: [LINKEDIN POST / X THREAD / NEWSLETTER / ARTICLE / EMAIL / SCRIPT / OTHER]
Desired length: [LENGTH]
Tone: [TONE]
Voice notes: [VOICE NOTES]
Words or phrases to avoid: [BANNED WORDS / PHRASES]
SOURCE MATERIAL:
[PASTE TRANSCRIPT, ARTICLE, NOTES, BOOK EXCERPT, PODCAST SUMMARY, SPEECH, OR RAW CLIENT MATERIAL]
TASK:
First, analyze the source material and extract:
1. The strongest central idea.
2. The best supporting points.
3. Any memorable phrases the client used.
4. Any stories, examples, or proof points.
5. The likely audience pain, desire, or misunderstanding.
6. The best angle for the new piece.
Then create the new content asset in the requested format.
Important rules:
- Preserve the client’s point of view.
- Keep the meaning faithful to the source material.
- Make the content clearer, tighter, and more useful.
- Remove filler, repetition, throat-clearing, and unnecessary setup.
- Keep any natural phrases that help the piece sound like the client.
- Do not over-polish the voice into generic business writing.
- Do not add outside facts or unsupported claims.
- If the source material is too thin, tell me what is missing before drafting.
Output format:
ANGLE:
[One-sentence summary of the chosen angle]
EXTRACTED RAW MATERIAL:
- Central idea:
- Supporting points:
- Memorable phrases:
- Stories/examples:
- Reader pain or desire:
DRAFT:
[Write the finished content asset here]
WHY THIS WORKS:
[Briefly explain how the draft preserves the client’s original thinking while improving structure, clarity, and usefulness.]
OPTIONAL VARIATIONS:
Give me 3 alternate hooks or openings in the same voice.What to expect after running this prompt:
You should get a structured breakdown of the source material followed by a polished draft that feels like a cleaned-up version of what the client already thinks, says, or teaches. The output should not feel like AI wandered into the room wearing the client’s jacket. It should feel like the client had a very organized assistant who listened carefully, cut the clutter, and made the useful parts easier to publish.
A clear angle pulled from the original material.
A cleaner version of the client’s idea in a new format.
Stronger structure without losing the source meaning.
Reusable hooks or openings for testing.
Less blank-page anxiety because the raw material does the heavy lifting.
The big win: you get to practice voice, structure, and judgment without pretending to be the client’s brain.
Chat soon.
Roger
P.S.
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