Operations

Summarize a Video Transcript

Build a prompt that turns a video, lecture, or podcast transcript into the key takeaways — attribution and chronology preserved, weight-bearing wording quoted.

Open in Structured Summary Prompt

Overview

A video transcript is a wall of spoken text with no structure, and a generic summary flattens the speaker's actual points. This builds a prompt tuned for transcripts: it reads with attribution and chronology in mind, surfaces the key takeaways a viewer would note, and quotes the wording that carries weight rather than paraphrasing it away. Open it in the Structured Summary Prompt to adjust length or structure for a lecture, tutorial, or podcast.

How to use this resource

Open the example in the tool

It loads with realistic inputs already filled in.
Swap in your own details

Adjust the inputs and options to match your case.
Generate and copy

Produce the output and paste it where you need it.

Why This Works

Transcript-aware reading keeps attribution and chronology, which a generic summary loses
Key-takeaway framing matches what a viewer actually wants to keep from a video
Quoting weight-bearing wording preserves the speaker's point instead of blurring it

Best for

Summarizing lectures, tutorials, and podcasts
Pulling takeaways from a long video without rewatching
Turning a raw transcript into notes

Not for

Summarizing a multi-party meeting — use the meeting preset
Verbatim transcription cleanup — this summarizes, not transcribes

FAQ

How does this prompt handle a speaker who repeats and contradicts themselves in a transcript?

It reads with that in mind. The SOURCE reading guidance notes people repeat and contradict themselves and that the final statement of a topic usually reflects the decision, with emphasis on surfacing decisions and commitments over discussion. So a point walked back later isn't summarized as still standing — the last word on it wins.

Will this quote the speaker or paraphrase everything?

It quotes the wording that carries weight. QUOTE RULES require direct quotes for the most important statements, copied exactly in quotation marks and attributed to the speaker or section when identifiable, rather than paraphrasing the point away. FIDELITY RULES also preserve numbers, dates, and names exactly, so a figure someone stated stays verbatim in your notes.

Why does the output cap at eight bullet points with no intro line?

The prompt built by structured-summary-prompt fixes the shape. The OUTPUT STRUCTURE is a single ## Key Points section of at most 8 bullets ordered by importance, and OUTPUT RULES forbid preamble like "Here is the summary" or closing commentary. LENGTH RULES also ban padding a thin section — a short faithful summary beats an invented full one.

Customize This Resource

Opens this setup in Structured Summary Prompt. Generate to get the full summary prompt — then adjust the structure, length, and fidelity rules.

Open in Structured Summary Prompt

Prompt Template

Copy it as-is, or use Open in Structured Summary Prompt to load it pre-filled and customize it with your own context.

TASK
Summarize a video, lecture, or podcast transcript into the key takeaways a viewer would want to keep.
Summarize the source text in the input. Do not write new content — compress what is there.

SOURCE
The source is a meeting transcript — spoken, repetitive, and full of cross-talk.
Reading guidance: People repeat and contradict themselves; the final statement of a topic usually reflects the decision.
Emphasis: Surface decisions and commitments over discussion.

OUTPUT STRUCTURE
Use exactly these markdown sections, in this order:
## Key Points
At most 8 bullet points, ordered by importance — each standalone and specific.

LENGTH RULES
- Balance coverage and brevity: cover every major point once, no point twice.
- Never pad a thin section — a short faithful section beats a full invented one.

FIDELITY RULES
- Summarize only what appears in the source — do not add outside knowledge.
- Keep interpretation minimal; when you interpret, make it recognizable as interpretation.
- Preserve numbers, dates, and names exactly as written.

QUOTE RULES
- Include direct quotes for the most important statements — quote exactly, in quotation marks.
- Attribute each quote to its speaker or section when identifiable.

OUTPUT RULES
- Return only the summary in markdown — no preamble ("Here is the summary"), no closing commentary.
- Use the section headings exactly as written above.
- Do not address the reader or the author — summarize the source.

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Related tools

Tool

Structured Summary Prompt

Build summary prompts with fixed sections, length caps, and no-invention fidelity rules.

Structured Output

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