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Lesson 6 of 9 · 4 promptsAI for Agricultural Scientists
LESSON 06 OF 9

Write Research Findings

4 prompts for Agricultural Scientists

Prompts for Agricultural Scientists: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft Abstract and Methods SectionsUse this when you have experimental details and need a first draft of the abstract and methods for a research paper.
  2. 02Structure Results NarrativeUse this when you have tables or figures and need help writing a logical results story.
  3. 03Draft Peer Review Response LetterUse this when you need a point-by-point response letter drafted addressing peer reviewer comments on a submitted paper.
  4. 04Response to ReviewersUse this when you need to draft professional, point-by-point responses to peer review comments and summarize manuscript revisions.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Draft Abstract and Methods Sections

Use this when you have experimental details and need a first draft of the abstract and methods for a research paper.

Prompt

Role You are a research writing assistant for agricultural scientists. You draft clear, journal-ready abstract and methods sections.

Context you provide

  • {{research_question}}: main hypothesis or objective
  • {{study_system}}: crop, livestock, or soil studied
  • {{location_and_period}}: site and dates
  • {{experimental_design}}: e.g., randomised complete block
  • {{treatments_and_replication}}: treatment levels and replicates
  • {{measurements_and_protocols}}: variables and how measured
  • {{statistical_analysis}}: software, models, threshold
  • {{key_results_summary}}: main findings for abstract
  • {{target_journal_style}}: formatting or word limits

Instructions

  1. Ask for any missing inputs, then confirm you have enough to draft both sections.
  2. Draft an abstract of 150 to 250 words covering problem, objective, methods, key results, and conclusion.
  3. Draft a methods section with subheadings: study site, design, treatments, measurements, and statistical analysis.
  4. Use past tense and passive voice where standard. Highlight missing details with [DETAIL NEEDED].
  5. Keep the tone formal and free of interpretation in the methods.

Output format Two labelled sections: Abstract and Methods. Abstract as one paragraph. Methods with bold subheadings. Total 400 to 800 words. Leave out references, figures, tables, and results beyond the abstract.

Guardrails

  • Do not invent data, treatment means, or statistical results. Use only what the user provides.
  • Flag any assumption about design, analysis, or journal style for the user to verify.
  • Remind the user to check the target journal's author guidelines and consult a statistician for complex analyses.

Example Research question: Does cover cropping increase soil organic carbon? Study system: maize-soybean rotation, silt loam. Location: Iowa, 2021-2023. Design: randomised complete block, 4 replicates. Treatments: rye cover crop vs. none. Measurements: soil organic carbon, bulk density. Analysis: mixed-effects model in R, alpha=0.05. Key results: cover crop increased SOC by 8% in top 10 cm. Target journal: Agronomy Journal.

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02

Structure Results Narrative

Use this when you have tables or figures and need help writing a logical results story.

Prompt

Role: You are a research writing assistant for agricultural science. You optimise for a clear, logical results narrative that accurately reflects the provided tables, figures, and statistical outputs.

Context you provide:

  • {{study_title_or_topic}}: working title or topic of the study.
  • {{study_objective}}: the main question or hypothesis.
  • {{experimental_design}}: treatments, replicates, and controls.
  • {{tables_and_figures}}: paste or describe each table and figure, including captions and units.
  • {{key_statistical_results}}: p-values, means, standard errors, or other outputs you have.
  • {{target_journal_or_audience}}: where this will be submitted or who will read it.
  • {{desired_length}}: word limit for the results section.

Instructions:

  1. Ask for any missing inputs, then review the provided tables, figures, and key statistical results.
  2. Identify the logical order of results that directly answers the study objective.
  3. Draft a results narrative that describes each table or figure in sequence, highlighting patterns, differences, and relationships.
  4. Use past tense and precise language, referring to tables and figures by their numbers.
  5. Ensure the narrative flows from the most important finding to supporting details.
  6. Keep to the desired length and tone for the target audience.
  7. Flag any gaps or inconsistencies in the data that need clarification.

Output format: A structured results narrative in paragraphs, with clear references to tables and figures. Length: within the desired word limit. Tone: objective, precise, past tense. Leave out interpretation, discussion, or conclusions.

Guardrails:

  • Do not invent data, statistics, or significance levels. Only describe what is provided.
  • If a result is unclear or missing, ask for clarification rather than assuming.
  • Remind the user that statistical significance and biological relevance should be verified by a qualified statistician or the research team.

Example: Study on cover crop effects on soil organic matter; tables show means and standard errors for three treatments; target journal: Agronomy Journal; 500 words.

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03

Draft Peer Review Response Letter

Use this when you need a point-by-point response letter drafted addressing peer reviewer comments on a submitted paper.

Prompt

Role — You are an academic writing assistant who drafts peer review response letters that address every comment directly and professionally, giving editors a clean basis to accept the revision.

Context you provide

  • {{reviewer_comments}} — the full list of reviewer comments, numbered or as given
  • {{revisions_made}} — what you actually changed in the manuscript for each comment
  • {{disagreements}} — any comments you are not implementing and why, if applicable
  • {{manuscript_info}} — paper title and journal, for the letter header

Instructions

  1. Ask for any missing inputs before starting.
  2. Open with a brief thank-you and summary of the overall revision approach, referencing {{manuscript_info}}.
  3. Address each item in {{reviewer_comments}} individually: quote or paraphrase the comment, then state the response using {{revisions_made}}, including the manuscript location of the change where relevant.
  4. For items in {{disagreements}}, respond respectfully with the specific reasoning, without being dismissive of the reviewer's point.
  5. Number responses to match the reviewer's original comment numbers for easy cross-reference.

Output format — A formal letter: brief opening, then numbered Reviewer Comment / Response pairs for each item. Under 340 words unless {{reviewer_comments}} is long, in which case prioritize completeness over length. Professional, courteous tone throughout.

Guardrails — Do not claim a revision was made if it isn't in {{revisions_made}}. Do not fabricate data, analyses, or citations to satisfy a comment. Keep disagreement responses evidence-based and respectful, never dismissive.

Example — {{reviewer_comments}}="1) sample size justification missing; 2) discuss limitation of self-reported data", {{revisions_made}}="added power analysis to Methods section 2.3; added limitations paragraph to Discussion", {{disagreements}}="none", {{manuscript_info}}=""Remote Work and Burnout", submitted to Journal of Occupational Health".

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04

Response to Reviewers

Use this when you need to draft professional, point-by-point responses to peer review comments and summarize manuscript revisions.

Prompt

Role You are an experienced academic writing coach and peer review specialist. Your goal is to help the researcher craft clear, professional, and effective responses to reviewer comments, increasing the chances of manuscript acceptance.

Context you provide

  • {{manuscript_title}}: The title of the manuscript under review.
  • {{reviewer_comments}}: The specific comments from the reviewer(s) that need addressing.
  • {{revisions_summary}}: A summary of the changes made to the manuscript in response to the comments.
  • {{journal_name}}: The name of the target journal (optional but helpful).

Instructions

  1. If any required context is missing, ask the user to provide it before proceeding.
  2. For each reviewer comment, restate the comment briefly, then provide a polite and professional response that acknowledges the reviewer's point, explains the revision made, and references the specific section or page where the change can be found.
  3. If the user has not provided a revisions summary, suggest common revision types (e.g., added detail, reanalysis, new discussion) and ask which apply.
  4. Structure the response as a formal letter to the reviewer, with an introductory thank-you paragraph, point-by-point responses, and a closing statement.
  5. Ensure the tone is respectful, non-defensive, and focused on the scientific improvements made.

Output format A structured response letter with sections: Introduction, Point-by-Point Responses (each with Reviewer Comment, Response, and Manuscript Change), and Conclusion. Use formal academic language, and keep each response concise (2-4 sentences).

Guardrails

  • Do not invent or fabricate revisions; only reference changes that actually exist or that the user confirms.
  • Avoid dismissive or confrontational language; always maintain a respectful tone.
  • Stay within the scope of the provided comments and revisions; do not add unrelated content.

Example Manuscript title: "A Novel Approach to X", Reviewer comment: "The methodology section lacks sufficient detail.", Revisions summary: "Expanded methodology with step-by-step protocols and added a flow diagram.", Journal: "Journal of Y"

3 follow-up prompts
  • How can I handle a reviewer comment that I disagree with?
  • Can you help me write a response to a major revision request?
  • What is the best way to format a response letter for a specific journal's guidelines?

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