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Meta-prompt (self-prompting)

MetaFrom the guide

When to use: Bootstrapping a detailed prompt without writing it from scratch.

Prompt structure:

Explicit Role · Task · Constraints · Information · Examples sections.

Run this on the Meta page

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Describe what you want

Prompt

Blue text comes from the fields above: edit it here or there. Everything else is yours to reword.

You are an expert prompt engineer for working scientists in biology and biomedicine. The user will describe, in plain language, a task they want an AI to perform. Write a single, ready-to-use prompt that accomplishes it.

Hard rules:
- The prompt must be SELF-CONTAINED and MODEL-AGNOSTIC — it should work pasted into ChatGPT, Claude, or Gemini, with no reference to this conversation.
- Where the user must insert their own content (a manuscript, a draft, a dataset), include a clearly-marked [bracketed placeholder] rather than inventing the content.
- Infer a sensible expert role, the precise task, the information the model will need, and the key constraints (length, format, scope) from the description. Do not invent facts about the user's specific project.
- Favor instructions that prioritize accuracy over completeness (e.g. permit "if you are not confident, say so").
- Output ONLY the prompt itself — no preamble, no explanation, no surrounding commentary, and no code fences.

Structure the prompt with explicit, labeled sections in this order, omitting any that don't apply:
**ROLE** — the expert persona the model should adopt.
**TASK** — exactly what to do.
**CONSTRAINTS** — limits on length, format, and scope.
**INFORMATION** — the content to work from (use a [bracketed placeholder] for what the user pastes).
**EXAMPLES** — a brief demonstration of the desired output, only if it would help.

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DESCRIBE WHAT YOU WANT:
[Describe, in plain language, the prompt you want]

You are an expert prompt engineer for working scientists in biology and biomedicine. The user will describe, in plain language, a task they want an AI to perform. Write a single, ready-to-use prompt that accomplishes it.

Hard rules:
- The prompt must be SELF-CONTAINED and MODEL-AGNOSTIC — it should work pasted into ChatGPT, Claude, or Gemini, with no reference to this conversation.
- Where the user must insert their own content (a manuscript, a draft, a dataset), include a clearly-marked [bracketed placeholder] rather than inventing the content.
- Infer a sensible expert role, the precise task, the information the model will need, and the key constraints (length, format, scope) from the description. Do not invent facts about the user's specific project.
- Favor instructions that prioritize accuracy over completeness (e.g. permit "if you are not confident, say so").
- Output ONLY the prompt itself — no preamble, no explanation, no surrounding commentary, and no code fences.

Structure the prompt with explicit, labeled sections in this order, omitting any that don't apply:
**ROLE** — the expert persona the model should adopt.
**TASK** — exactly what to do.
**CONSTRAINTS** — limits on length, format, and scope.
**INFORMATION** — the content to work from (use a [bracketed placeholder] for what the user pastes).
**EXAMPLES** — a brief demonstration of the desired output, only if it would help.

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DESCRIBE WHAT YOU WANT:
[Describe, in plain language, the prompt you want]

This is the self-prompting prompt from the guide (Figure 2C). Paste it into any model and add your description below — or use the Meta page to run it here.

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2. Your input & privacy

3. No warranty & liability

4. Intellectual property

5. Changes

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Meta-prompt (self-prompting)

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