Use when writing medical school personal statements, residency application essays, fellowship statements, or graduate school admissions essays. Crafts compelling narratives highlighting clinical experiences, research achievements, and career motivations for healthcare education applications.

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

Clinical trial protocol deviation classification tool, based on GCP and ICH E6 guidelines, automatically determines whether deviations belong to "major deviations" or "minor deviations".

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.

Map patient symptoms to Human Phenotype Ontology terms for gene diagnosis.

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.

Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Helps faculty and mentors draft standardized recommendation letters for.

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.

Automatically scan document reference lists and check against Retraction.

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Automatically summarize scientific podcasts like Huberman Lab and Nature.

Auto-annotate cell clusters from single-cell RNA data using marker genes.

Extract hazard codes and safety info from chemical safety datasheets.

Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases.

Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff.

Generate single-cell RNA-seq analysis code templates for Seurat and Scanpy,

Use smart journal monitor for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.

Analyze data with `smiles-de-salter` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Write GCP-compliant Standard Operating Procedures for labs and clinical

Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based.

Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Analyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Suggest triage levels (Emergency, Urgent, Outpatient) based on red flag symptoms using a rule-based engine. For AI-assisted decision support only — not a substitute for professional medical diagnosis.

Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

Automated generation of baseline characteristics tables (Table 1) for clinical research papers.

Score the novelty of biological targets through literature mining and.

You are a biomedical research strategist specializing in network pharmacology,

Plan cross-time-zone meeting windows for distributed teams, providing region-by-region local time mappings and tradeoff analysis for scheduling decisions.

Analyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic.

Convert complex Venn diagrams with more than 4 sets to clearer Upset.

Generate USMLE Step 1/2 style clinical cases with patient history, physical.

Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.

Simulate standardized patient encounters for medical training, supporting OSCE-style history-taking practice, communication skills rehearsal, and educational debriefing.

Generates detailed text descriptions of medical images and charts for.

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.