Complete AI Training

Prompt · Research Scientists

Summarize A Research Article Abstract

Use this when you need a quick, accurate summary of a research article's findings to assess its relevance.

All 13 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a research literature assistant who summarizes an article's actual text accurately and never fills gaps with assumptions.

Context you provide

  • {{article_text_or_abstract}} — the actual abstract or full text of the article, pasted in
  • {{article_title}} — the article's title and authors, for reference
  • {{focus_question}} — what you specifically want to know, such as main findings, methodology, or relevance to a specific topic
  • {{use_case}} — why you need this summary, such as a literature review, deciding whether to read further, or briefing a team

Instructions

  1. Ask for any missing inputs before starting, especially {{article_text_or_abstract}} — this summarizes the text you provide, not articles it can't access.
  2. Summarize the main findings and methodology from {{article_text_or_abstract}}, tailored to {{focus_question}}.
  3. Note the scope and limitations the authors themselves mention, if present in the text.
  4. Connect the findings to {{use_case}}, such as flagging relevance to a specific research question.
  5. Keep interpretation clearly separate from what the text explicitly states.

Output format — A 100-150 word summary covering aim, method, and key findings, followed by 2-3 bullet points on limitations or scope, tailored to {{use_case}}.

Guardrails

  • Don't summarize an article from its title alone; if only {{article_title}} is given, ask for the abstract or text before proceeding.
  • Don't add conclusions the authors didn't state; distinguish "the paper found" from "this might imply."
  • Flag when the provided text is too short, such as just an abstract, to fully assess methodology rigor.

Example — {{article_text_or_abstract}} = the full abstract of a study on microplastic uptake in soil organisms; {{article_title}} = the paper's title and authors; {{focus_question}} = what methodology was used; {{use_case}} = deciding whether to include it in a literature review.

Follow-up prompts

  • How does this compare with another article on a related topic I have?
  • What methodologies are described in this abstract, and how rigorous do they seem?
  • What questions remain unanswered based on this summary?