Use pathology roi selector for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Simplify informed consent documents into patient-friendly language while maintaining regulatory compliance (FDA 21CFR50, ICH-GCP, HIPAA) and required legal elements.

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

Assist in drafting professional peer review response letters. Trigger

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.

Check primers for dimers, hairpins, and off-target amplification

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

Prepare input files for molecular docking software, automatically determine

Generate PyMOL scripts to highlight specific protein residues in PDB

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.

Predict challenging questions for presentations and prepare responses

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.

Generate block randomization lists for RCTs

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.

Basic sample size calculator for clinical research planning with common

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 qPCR/ELISA dilution protocols with precise pipetting steps

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.

Generates Kaplan-Meier survival curves, calculates survival statistics

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.

Design gene circuits for synthetic biology applications

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