Prompt Library / Science & Research

Science & Research

120 prompts8 categories

24 prompts

Free Prompts

(24)
Structure a Journal Article from Raw Findings
Free

Turn raw results and notes into a properly structured IMRaD manuscript outline.

journal articlemanuscriptimrad
Design an ML Pipeline from Problem Statement to Deployment
Free

Turn a business or research problem into a full machine learning pipeline plan.

machine learningml pipelinedata science
Draft NIH-Style Specific Aims Page
Free

Produce a one-page Specific Aims section following NIH structure and persuasive logic.

nih grantspecific aimsgrant writing
Draft a Clinical Trial Protocol Synopsis
Free

Produce a protocol synopsis summarizing trial design for internal review and registration.

clinical trialprotocolclinical research
Draft an Environmental Impact Assessment Outline
Free

Structure a full EIA outline for a proposed project, covering baseline conditions through mitigation.

environmental impact assessmenteiaenvironmental science
Build a Study Design Blueprint
Free

Turn a raw research question into a defensible methodology with variables, design type, and validity checks.

research designmethodologystudy design
Translate a Technical Finding into a Public-Facing Explainer
Free

Rewrite a technical research finding as an accessible explainer for a general audience.

science communicationpublic writingexplainer
Write a Standard Operating Procedure (SOP) for a Lab Protocol
Free

Draft a clear, reproducible SOP for a specific lab procedure or equipment.

sopprotocol writinglab management
Design a Patient Recruitment and Retention Plan
Free

Plan recruitment channels, screening flow, and retention tactics for a clinical study, as an internal planning document.

patient recruitmentretentionclinical trial
Draft a Lab Safety Documentation Packet
Free

Produce core lab safety documentation covering hazard communication and emergency procedures.

lab safetyehslab management
Write a Science Journalism-Style News Piece
Free

Draft a news-style article covering a new study, following journalistic structure and sourcing norms.

science journalismscience communicationnews writing
Write a Sustainability Research Summary for Internal Stakeholders
Free

Summarize sustainability research findings into a decision-ready internal brief.

sustainabilityresearch summaryenvironmental science
Write a Grant Significance and Innovation Section
Free

Draft the Significance and Innovation sections that justify why the proposed work matters and is novel.

grant writingsignificanceinnovation
Write a Structured Scientific Abstract
Free

Produce a submission-ready structured abstract within a strict word limit.

abstractscientific writingjournal
Draft Testable Hypotheses from a Research Idea
Free

Convert a broad observation or idea into a set of formally testable hypotheses.

hypothesisresearch designmethodology
Feature Engineering Brainstorm for a Tabular Dataset
Free

Generate and justify candidate features from raw columns before modeling.

feature engineeringdata sciencetabular data
Grant Budget Justification Narrative
Free

Turn a line-item budget into the narrative justification reviewers expect to see.

budget justificationgrant writingnih
Regulatory Document Checklist for Trial Initiation
Free

Build a checklist of regulatory and administrative documents required before a clinical trial can open to enrollment.

regulatory documentstrial initiationclinical research
Literature Review Synthesis Outline
Free

Organize a stack of sources into a thematic literature review rather than a source-by-source summary.

literature reviewsynthesisscientific writing
IRB Application Checklist and Risk Assessment
Free

Build a submission-ready checklist and risk classification for an IRB or ethics board application.

irbresearch ethicscompliance
Climate Communication Piece for a Mixed Audience
Free

Write a climate science communication piece that is accurate, non-alarmist, and non-dismissive.

climate communicationscience communicationenvironmental science
Design a Social Media Thread Explaining a Study
Free

Break a research paper into a punchy, accurate multi-post thread for social media.

social mediascience communicationthreads
Model Interpretation Report for a Trained Model
Free

Translate model internals (coefficients, SHAP, feature importance) into a decision-ready interpretation report.

model interpretationexplainabilitymachine learning
Equipment SOP and Maintenance Log Template
Free

Combine an operating SOP with a preventive maintenance schedule for a piece of lab equipment.

equipment maintenancesoplab management