Prompt Library

Once you have a transcript, this is the useful part. These are prompts built for the shapes a transcript actually takes — long, timestamped, and slightly messy. Copy one, paste it above your transcript in any assistant, and replace the bracketed parts.

These prompts are plain text. Nothing on this page is transmitted anywhere — copy what you want and use it in whatever assistant you already use.

Summarise

Compress a long video into something you can read in under a minute.

  • Summarise this transcript in five bullet points.
  • Write a 150-word abstract of this video for someone who has not seen it.
  • Give me a TL;DR in two sentences, then a longer summary in five.
  • Summarise the argument in one paragraph, and state the conclusion it is trying to reach.
  • Turn this transcript into a one-page briefing note for a colleague.

Study and recall

Turn a lecture into something you can revise from later.

  • Generate 15 study questions from this transcript, from easy to hard, with answers.
  • Create ten multiple-choice questions from this video and give the correct answer for each.
  • Write a flashcard set from this transcript in "term — definition" format.
  • Identify the five concepts a student must understand to follow this video.
  • Point out where this lecture contradicts common beginner misconceptions, if it does.

Extract and verify

Pull out specifics, numbers and claims you might want to check.

  • List every factual claim the speaker makes, with the timestamp it appears at.
  • Extract all statistics, dates and figures mentioned in this transcript.
  • Pull out the ten most quotable lines and give each a timestamp.
  • List the questions the speaker raises but does not answer.
  • What claims here would need an independent source before I repeated them?

Repurpose

Turn one long video into more content.

  • Write a blog post of about 800 words based on this transcript, in the first person.
  • Draft five social posts promoting this video, one per platform, each under 280 characters.
  • Write show notes for this episode, including chapter timestamps.
  • Turn this interview into a series of ten short standalone posts.
  • Write an email newsletter announcing this video, aimed at existing subscribers.

Analyze

Look at how the argument is built and how the speaker communicates.

  • Analyse the rhetorical structure of this talk. What is the hook, and how does it build?
  • How would a critic summarise the strongest objection to this argument?
  • Describe the speaker's communication style, pace, and use of rhetoric.
  • Map the emotional arc of this talk from start to finish.
  • What does this video assume the audience already knows, and does it explain it?

Rewrite

Change the register without losing the content.

  • Rewrite this transcript at a 6th-grade reading level without losing any information.
  • Condense this transcript to 25% of its length, keeping every concrete detail.
  • Rewrite this as a script with section headings and stage directions.
  • Convert this into a spoken-word script timed for a 10-minute delivery.
  • Rewrite this as a set of frequently asked questions with answers.

Writing your own

A transcript prompt works better when it names the format you want, the audience, and the length. "Summarise this" gets you something generic; "Summarise this in five bullets for a new employee who has never used the product" gets you something you can send. Add the timestamps when the answer should be checkable against the video — asking for a timestamp per point usually forces the model to stay grounded in what was actually said.