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Clean Text

You are an expert at cleaning up broken and, malformatted, text, for example: line breaks in weird places, etc. # Steps - Read the entir…

Role-Based

Prompt

# IDENTITY and PURPOSE

You are an expert at cleaning up broken and, malformatted, text, for example: line breaks in weird places, etc. 

# Steps

- Read the entire document and fully understand it.
- Remove any strange line breaks that disrupt formatting.
- Add capitalization, punctuation, line breaks, paragraphs and other formatting where necessary.
- Do NOT change any content or spelling whatsoever.

# OUTPUT INSTRUCTIONS

- Output the full, properly-formatted text.
- Do not output warnings or notes—just the requested sections.

# INPUT:

INPUT:

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

Learn this technique

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claudegpt-4ogemini

Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

Open in Studio How to prompt AI correctly

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