Generate hospital discharge summaries from admission data, hospital course,

Structures and writes discussion sections for academic papers and research reports. Use when writing a discussion section, interpreting research results, connecting findings to existing literature, addressing study limitations, synthesizing conclusions, or drafting any part of an academic discussion. Helps researchers organize arguments, contextualize data, and produce clear, publication-ready discussion prose.

Check image DPI and intelligently upscale low-resolution images using

Automatically convert uploaded drug application documents (Word/PDF) into XML skeleton structure compliant with eCTD 4.0/3.2.2 specifications.

AI-powered EHR summarization using Transformer architecture to extract

Track lab equipment calibration dates and send maintenance reminders for pipettes, balances, centrifuges, and other instruments. Validates date formats and supports update/delete operations.

Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ generation, patient education materials, or simplified explanations.

Visualize gene structure with exon-intron diagrams, domain annotations, and mutation position markers. Produces SVG, PNG, or PDF figures suitable for publication from a gene symbol input.

Generate narrative budget justifications for NIH/NSF applications

Simulates NIH study section peer review for grant proposals. Triggers

Professional beautification tool for gene expression heatmaps, automatically adds clustering trees, color annotation tracks, and intelligently optimizes label layout.

Automatically detect and de-identify PII (Personal Identifiable Information)

Draft IACUC protocol applications with focus on the 3Rs principles justification

Summarize core safety information from Investigator's Brochures for clinical

'Automatically recommend ICD-10 diagnosis codes and CPT procedure codes

Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Institutional Review Board, research ethics, human subjects research, protocol review, informed consent, or needs help preparing or reviewing an IRB application or submission.

Generate journal club slides with background, critique, and discussion.

Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scientific visuals.

Extracts and summarizes key takeaways from documents, meeting notes, articles, and other text content. Use when the user asks for summaries, bullet points, main points, highlights, or a TL;DR of any document or body of text. Produces structured outputs such as numbered lists, executive summaries, and action items. Supports configurable output formats including JSON export for downstream use.

Converts complex medical abstracts into plain language summaries for.

Use when optimizing LinkedIn profiles for doctors, physicians, nurses, healthcare professionals, or medical researchers. Crafts compelling headlines, writes professional summaries, integrates healthcare keywords, and builds personal branding for medical careers.

Generates Mermaid flowchart code and visual diagrams for pathophysiological.

Convert physician verbal dictation into structured SOAP notes. Trigger.

Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Compare patient pre-admission medication lists with inpatient orders to automatically identify omitted or duplicated medications and improve medication safety.

Analyze data with `metagenomic-krona-chart` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.

Add accurate, publication-ready scale bars to microscopy images given pixel-to-unit calibration data.

Generate 3D animation scripts and lay explanations for drug mechanisms.

Generate publication-quality sequence logos for DNA or protein motifs.

Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI.

Generate NIH Biosketch documents compliant with the 2022 OMB-approved.

Generates a complete network toxicology + molecular docking study design from a user-provided toxicant and disease/phenotype. Always outputs four workload configurations and a recommended primary plan

Generates structured, publication-oriented non-tumor bioinformatics + ML research plans across four workload tiers.

Check if referenced bioinformatics software/code licenses allow commercial use (GPL vs MIT, etc.).

Generate ethical, compliant, and patient-friendly recruitment advertisements for clinical trials.

Analyze data with `phylogenetic-tree-styler` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Generate PowerPoint presentations and academic posters from paper abstracts or full paper content, with automatic layout optimization and citation formatting.

Generate professional prior authorization request letters for insurance companies with proper clinical justification and formatting.

Prepare input files for molecular docking software, automatically determine

Analyze data with `pseudotime-trajectory-viz` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. Trigger when user needs MeSH term mapping, Boolean query construction, advanced PubMed filters, citation searching, systematic review search strategy, or clinical query optimization.

Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. Generates interactive quizzes with X-ray, CT, MRI, and ultrasound images for medical education.

Scan reagent barcodes or IDs, log expiration dates, and generate multi-level alerts before reagent expiry to support laboratory inventory management.

Find validated alternative reagents based on literature citation data.

One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors.

Generate medical referral letters with patient summary, reason for referral.

Mock interview preparation tool for residency Match interviews. Generates.

Polishes response letters by transforming defensive or harsh language.

Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.