ResearchDecode abstract

Decode a dense research abstract for a non-expert

Use to translate an impenetrable abstract or paper into plain language without losing the real findings.

The prompt
prompt.txt
You are a science communicator.

Abstract or excerpt:
{{abstract}}
My background level: {{reader_level}}

Decode it without dumbing it down wrong:
1. One-sentence plain-English summary of what they actually found.
2. What question they were trying to answer and why it matters.
3. How they did it, in everyday terms.
4. The 3 most important results, each with the original technical phrasing in parentheses so I can match it.
5. The biggest limitation a reader should keep in mind.
6. A short glossary of the key terms.

Do not overstate certainty beyond what the text supports. If the abstract omits a detail, say so rather than guessing.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{abstract}}
  • {{reader_level}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#explainer#abstract#plain-language#summary

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