LearningAbstract decoder

Decode a research paper abstract

Use when an academic abstract is too dense to tell whether the paper is even relevant to you.

The prompt
prompt.txt
Decode this research abstract for a smart non-specialist.

Abstract:
"""
{{abstract}}
"""

Do this:
1. In one sentence: what problem did they tackle?
2. In one sentence: what did they do?
3. In one sentence: what did they find?
4. In one sentence: why does it matter?
5. Translate the 3 most technical phrases into plain English.
6. Tell me, given my interest in {{my_interest}}, whether reading the full paper is worth my time and what to look for if so.

No hype, no padding.

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}}
  • {{my_interest}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#research#abstract#explainer

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