Designs cell-based and animal-based validation plans that translate computational, omics, biomarker, genetic, or clinical findings into experimentally testable validation routes.
Generates complete bidirectional multi-phenotype Mendelian randomization research designs from a user-provided exposure family and outcome family.
Finds translational opportunities that connect basic-research discoveries to clinically meaningful use cases such as diagnosis, stratification, prognosis, treatment response…
Generates complete NHANES-style cross-sectional epidemiology + retrospective clinical validation research designs from a user-provided disease and biomarker direction.
Designs a realistic, execution-aware biomedical study version under explicit constraints of samples, time, budget, data access, lab capacity, team skill, and validation resources.
Use this skill to compute ESTIMATE immune-related microenvironment scores from a bulk expression matrix, generate an ESTIMATE score heatmap, and optionally generate group-wise…
Designs retrospective or prospective clinical cohort study protocols for biomedical and clinical research.
Designs complete research plans that integrate clinical variables with multi-omics data from a user-provided biomedical direction.
Generates complete cross-disease shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction.
Generates complete Mendelian randomization study designs from a user-provided exposure and outcome direction.
Generates complete FAERS-based multi-drug single-SOC safety comparison research designs from a user-provided drug set, comparator, and adverse event domain.
Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loose study idea into a tighter…
Designs QTL colocalization studies that connect eQTL, pQTL, sQTL, or related molecular QTL signals with GWAS loci.
Designs complete single-cell research plans from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or structure a single-cell…
Generate journal club slides with background, critique, and discussion.
Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.
Show journal impact factor and quartile trends over 5 years.
Calculate literature growth velocity and acceleration to assess research.
Automatically scan document reference lists and check against Retraction.
Generate NIH Biosketch documents compliant with the 2022 OMB-approved.
Monitor competitor clinical trial progress and alert on market risks.
Generates compliant medical case report articles for WeChat.
Audit medical device technical files against EU MDR 2017/745 regulations.
Auto-generates comparison tables for concepts, drugs, or study results.
Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.
Simulates NIH study section peer review for grant proposals. Triggers.
Transform lengthy academic papers into concise, structured 250-word abstracts.
Map unstructured biomedical text to standardized ontologies (SNOMED CT.
Extract hazard codes and safety info from chemical safety datasheets.
Auto-annotate cell clusters from single-cell RNA data using marker genes.
Determine whether an incident in a clinical trial is a "major deviation.
Convert complex Venn diagrams with more than 4 sets to clearer Upset.
Predict neoantigens that may be recognized by the immune system based.
Adapt abstracts to meet specific conference word limits and formats.
Helps faculty and mentors draft standardized recommendation letters for.
Generate hospital discharge summaries from admission data, hospital course.
Draft Diversity, Equity, and Inclusion statements for academic applications.
Assist in drafting professional peer review response letters. Trigger.
Generate 3D animation scripts and lay explanations for drug mechanisms.
Summarize core safety information from Investigator's Brochures for clinical.
Generates Mermaid flowchart code and visual diagrams for pathophysiological.
Generate USMLE Step 1/2 style clinical cases with patient history, physical.
Query and annotate gene variants from ClinVar and dbSNP databases. \n\.
Generate graphical abstract layout recommendations based on paper abstracts.
Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.
Generates detailed text descriptions of medical images and charts for.
Find validated alternative reagents based on literature citation data.
Batch extraction of experimental methods from multiple papers for protocol.
Polishes response letters by transforming defensive or harsh language.
NIH funding trend analysis to identify high-priority research areas.
Convert physician verbal dictation into structured SOAP notes. Trigger.
Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.
Generate standardized figure legends for scientific charts and graphs.
Generate interactive anatomy quizzes for medical education with multiple.
Create and export PPTX decks using the local HTML/JS PPT framework in `D:\SKILL\project\ppt`. Use this when you need to generate slides from a topic/outline, edit slide content…
Mock interview preparation tool for residency Match interviews. Generates.
Converts complex medical abstracts into plain language summaries for.
Filter compound libraries based on Lipinski's Rule of Five for drug-likeness.
Generate medical referral letters with patient summary, reason for referral.
Assess translational gaps between preclinical models and human diseases.