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.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
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
- Ask for any missing inputs before starting, especially {{article_text_or_abstract}} — this summarizes the text you provide, not articles it can't access.
- Summarize the main findings and methodology from {{article_text_or_abstract}}, tailored to {{focus_question}}.
- Note the scope and limitations the authors themselves mention, if present in the text.
- Connect the findings to {{use_case}}, such as flagging relevance to a specific research question.
- 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?