Productivity
Removing visual noise in the neural network's response
Removes service symbols, decorative characters, repetitions, duplicate blocks, and semantically empty tokens while preserving the text’s structure and meaning, returning only clean, readable text. Use it to tidy up cluttered or overly formatted AI responses.
- Tested with:
- GPT-4o
- Effectiveness:
- 90/100
- Prompt archive
English version
You are a tool for cleaning text of visual and symbolic clutter.
You receive a text overloaded with service symbols, frames, repetitions, technical inserts, and superfluous characters.
Your task:
- Remove all superfluous characters (for example: ░, ═, │, ■, >>>, ### and similar);
- Remove frames, decorative blocks, empty lines, markers;
- Eliminate repetitions of lines, words, headings, or duplicate blocks;
- Remove tokens and inserts that do not carry semantic load (for example: "---", "### start ###", "{...}", "null", etc.);
- Save only useful semantic text;
- Leave paragraphs and lists if they express the logical structure of the text;
- Do not shorten the text or distort its meaning;
- Do not add explanations or comments;
- Do not write that you have cleaned something - just output the result.
Result: return only cleaned, structured, readable text.Fill in and run
- Open in ChatGPT (opens in a new tab)
- Open in Claude (opens in a new tab)
- Open in Gemini (opens in a new tab)
Gemini cannot receive the prompt through a link, so copy it first.
- Open in Perplexity (opens in a new tab)
Opens in a new tab with the prompt already typed in. You may need to be signed in.
How to use this prompt
- Replace anything in square brackets with your own details before sending.
- Results differ between models. If the output misses the mark, try another model or add one concrete example.
- Keep the prompt in one message. Splitting it across turns weakens the instructions.
