Scientific Prompt Library —
Purpose-Built Prompts for
Scientific and Medical Writing
Create Scientific Content Fast with Curated Prompts
MACg's Scientific AI Prompt Library is a curated, science–specific catalog of reusable, high-precision prompts that orchestrate MACg's tools (PubMed search, Reference Collections, Citation Generator, Editor, Visuals, and Slide Presentation) to produce evidence-based outputs fast.
Unlike generic prompt banks, it's designed for scientific rigor, auditability, and compliance, with prompts that enforce sourcing, tone, structure, and citation rules by default.
Life-sciences tuned language, structure, and statistical phrasing
One-click reuse to reduce time-to-first-draft by over 50–70%
Built-in instructions for cite-as-you-write and AMA/APA/MLA bibliographies
Integrated with MACg tools for seamless research-to-export workflows
Fully customizable for enterprise (models, templates, compliance rules)
Fit-for-Purpose AI Prompts for Medical and Scientific Writing
Purpose-built for science: Prompts reflect IMRaD, PICO, endpoints, safety, limitations, and fair-balance language — not generic marketing copy.
Evidence-first orchestration: Prompts call PubMed, constrain generation to selected Reference Collections, and require citations and evidence tables.
Tool-aware prompts: Automatically trigger charts, tables, diagrams, slides, and in-text citations within the same workflow.
Compliance-ready templates: Enforce brand style, disclosures, and citation integrity across manuscripts, MI responses, and slide kits.
Enterprise customization: Choose your LLM, add domain training, integrate with EMBASE/Veeva/SharePoint, and govern prompt versions at scale.
Faster, Higher Quality AI Medical Writing with Automatic Citations
Speed: Jump-start outlines, drafts, and slides with reusable prompts tuned for life sciences.
Quality: Maintain scientific tone, correct units, stats phrasing, and consistent AMA/APA/MLA referencing.
Consistency: Standardize structure and voice across teams, brands, and regions.
Reuse: Save custom prompts and templates for rapid, repeatable content creation.
Confidence: Every claim maps to sources; citations and bibliographies are automated.
Scientific Prompt Library for AI Medical Writing
Curated prompt packs: Manuscripts, abstracts, MI responses, article summaries, plain language summaries, slide kits, document review, FAQs, and more.
Cite-as-you-write rules: Prompts have instructions for in-text citations and bibliography creation.
Evidence extraction: Generate evidence tables and study cards from selected sources.
Visual directives: Specify needed charts, tables, and diagrams with labeling and caption rules.
Audience and tone controls: Expert vs. lay summaries, region-specific phrasing, and reading levels.
How To Use the Scientific Prompt Library
Select a prompt template (e.g., RCT summary, MI response, FAQ).
Pick sources (individual documents or entire folders) from Reference Collections; add PubMed search if needed.
Run the prompt with Ask MACg; receive structured output with citations, tables, and visual directives.
Send content into the Editor or Slide tool; refine content and regenerate visuals.
Export to Word, PDF, or PowerPoint with synchronized citations and bibliography.
Example Prompt Categories
Literature Review
Clinical Trial Summary
MI Letters and Responses
Clinical Trial Comparison
Healthcare Blog
Enterprise Customization
Model choice: Configure preferred LLMs; enable domain-tuned variants for TAs/indications.
Repository integrations: EMBASE, Veeva, SharePoint, and internal knowledge stores.
Governance: Role-based access, versioning of prompts, audit logs, and policy enforcement.
Custom prompt packs: Organization-specific language, templates, disclaimers, and review gates.
Measurable Benefits
Efficiency
50–70% faster time-to-first-draft across common deliverables
Consistency
Fewer review cycles due to standardized structure and acceptance criteria
Accuracy
Reduced citation errors via automated cite-as-you-write and bibliography updates
Reusability
Higher content reuse across brands and regions through shared prompt and template libraries
Frequently Asked Questions
How is this different from generic prompt libraries?
It's built for scientific content: prompts orchestrate PubMed, citations, visuals, and slides; enforce evidence and compliance from the start.
Can I limit prompts to my approved sources?
Yes. Select documents or folders in Reference Collections to constrain generation; MACg will cite only from allowed sources.
Can we use our own prompts?
Absolutely. Save custom prompts, organize them by TA/brand/region, and version them with governance.
What outputs are supported?
Manuscripts, abstracts, article summaries, MI responses, slide decks, evidence tables, visuals, education materials, and more — all exportable to Word, PDF, and PowerPoint.
Is it compatible with enterprise integrations?
Yes. Enterprise setups support EMBASE, Veeva, SharePoint, and internal repositories, plus model choice and domain tuning.
Use MACg's Scientific Prompt Library to generate evidence-based drafts, visuals, and slides — faster, consistent, and compliant.
Standardize speed and quality across your scientific content pipeline. Try it free or talk to us about enterprise customization.
Resources & News
How to Efficiently Write a Scientific Review Article with MACg: Your AI-Powered Assistant for Academic Writing, Automated Research, and Citation Management
Discover how MACg, the AI-powered writing assistant, transforms the process of crafting a scientific review article. This step-by-step guide reveals how MACg automates key tasks-from defining your research scope and conducting literature searches to drafting content and creating visuals-all in under 30 seconds per task. With example prompts and insights into time savings, learn how MACg reduces the writing process from weeks to hours, allowing you to focus on analysis and innovation. Dive into the future of efficient academic writing and see how MACg can revolutionize your workflow.
Jul 26, 2025
AI Prompt Examples For Life Science Research And Writing
Here are ninety AI prompt templates for research and medical writing. Researchers, medical affairs, students, and healthcare professionals can use these prompts to create quality content using AI platforms.
Mar 12, 2025
A Real-World Review of MACg for Editing, Writing, and PubMed Search
Dr. Goldina Erowele examines the transformative role of MACg, an AI platform designed for life sciences professionals. Her initial experience involved using MACg to review a draft document and integrate PubMed references, showcasing its ability to streamline research and ensure content accuracy. MACg's tools expedite the draft review process, improving tone and readability while maintaining compliance with medical standards. The platform's applications extend to creating scientific abstracts, clinical trial reports, and training materials, promising to enhance productivity and impact in medical communications.
Jan 27, 2025
With MACg’s ability to integrate PubMed references directly into documents, that challenge becomes effortless. It’s more than just an AI tool—it’s an innovative platform that empowers medical writers and communicators to work smarter, not harder.
I used to spend HOURS researching a single article. Drowning in PubMed rabbit holes, juggling 15+ tabs for every project, switching between multiple Google Docs and getting lost in the process. It was beyond exhausting. I was skeptical about using AI in my process after too many garbage outputs, but I gave MACg a shot anyway. I needed an article on ADHD and nutrition, so I said, “why not?”. Within minutes, I had solid research and a pretty solid first draft. After a few quick iterations, my article was publication-ready. Time savings = unmatched. What ultimately sold me: I was able to do everything in one spot…research, prompting, drafting, writing/revisions. No more 15+ tabs for one project. (and a lot fewer headaches) If you want to drastically cut your time and get quality outputs fast, try MACg.
MACg by AINGENS is a next-step technology in life science content generation. From formatting grammar to complex medical/clinical summaries, I found the MACg system to be trustworthy. It is exciting to see the progression of AI in this application and the potential benefits, time savings, accuracy, and creativity, all realized in MACg.
Previously, I relied on EndNote for citation generation, but MACg takes it further by allowing me to pull, cite, store, and manage references all in one platform seamlessly integrated with PubMed. It is designed with medical writers in mind—helping gather information, providing detailed scientific prompts, suggesting and finding relevant references, retaining links, and summarizing content—all within the same dedicated workspace. On top of that, the in-built editor makes refining content simple and efficient.
