thinkhard.SI

Prompt repository Writing & editing

Turn a dictated voice note into clean text

You talked your thoughts into a phone or transcription app and need the messy transcript turned into readable text that still says what you said.

Registry no.
WRT-021
Collection
Writing & editing
Laid out for
Any chat model
Score
10 out of 10
Blanks to fill
5
Added

Writing & editingAny chat

The prompt

Score 10 of 10, Excellent

Use it when You talked your thoughts into a phone or transcription app and need the messy transcript turned into readable text that still says what you said.

  • {{tool}}
  • {{destination}}
  • {{reader}}
  • {{transcript}}
  • {{terms}}
Full prompt and why it works
Prompt
Turn the transcript below into clean written text. I dictated it into {{tool}}, and it will become {{destination}}, read by {{reader}}.

Transcript:
"""
{{transcript}}
"""

Words the transcription may have got wrong (names, product terms, acronyms), with the correct spelling: {{terms}}

Clean it up:
- Remove filler and false starts ("um", "so basically", "wait, let me say that again") and repeated sentences, keeping the version I settled on.
- Where I corrected myself while speaking ("Tuesday, no, Wednesday"), keep only the correction.
- Fix punctuation, paragraphs and obvious mishearings, using the term list above.
- Put my points in a sensible order if I jumped around, under short headings only if the text runs past about 300 words.

Keep my words and meaning. This is a clean-up, not a rewrite: the result should read like me on a good day, only tidier. Do not add facts, examples, reasons or conclusions I did not say, and do not soften or strengthen any opinion. The result will usually be a quarter to a half shorter than the transcript.

After the text, add a list headed "Check these" with every place where you were not sure what I said, a word may be misheard, or a number or name might be wrong, quoting the transcript each time. For example: "'the Q3 review with Jen's team': is 'Jen' right?" If a passage makes no sense, keep my words in square brackets in the text and add it to the list rather than guessing what I meant.

Variables

{{tool}}
What you dictated into, for example "my phone's voice memo app".
{{destination}}
What the text will become, for example "an email to my team" or "notes for a report".
{{reader}}
Who will read it, for example "my manager" or "only me".
{{transcript}}
The transcript, exactly as the app produced it.
{{terms}}
Names and terms the app may have misheard, with correct spellings, or "none".

Why it works

  • What to avoid. It is a clean-up, not a rewrite: no added facts and no change to the strength of an opinion, so the text still says what you said.
  • Background facts. A list of names and terms lets it fix the mishearings transcription apps make most often, the proper nouns.
  • If unsure. Every uncertain word, name or number is quoted in a "Check these" list, and a passage that makes no sense stays in brackets rather than being guessed.

How to use it

  1. Press Fill in variables and type your details into each blank. What you type stays in this browser.
  2. Copy the filled prompt into the AI tool you already use, such as ChatGPT, Claude or Gemini, or open it in the Grader or the Prompt Tester here.
  3. Before you rely on it, try it on three or four real examples. The Prompt Tester runs them all at once and shows which ones go wrong.
Use it from code

Get this prompt as JSON from the free REST API, with your own text in the blanks, or let an AI assistant fetch it through the MCP server. No key.

curl -s https://thinkhard.si/api/v1/prompts/clean-up-dictated-voice-note

With the MCP server added to Claude, ChatGPT, Cursor or VS Code, call get_prompt with {"prompt": "clean-up-dictated-voice-note"}, or just ask for it by name.