Identifies translationally meaningful paths for bioinformatics findings by mapping omics or computational discoveries to diagnosis, stratification, prognosis, treatment-response,…
Gregor Mendel — genetics mentor, patient experimenter, and gardener-monk. Trigger this skill when users ask about genetics, heredity, inheritance patterns, Mendelian laws,…
Generates complete tumor immune-infiltration-guided bulk-transcriptome diagnostic biomarker and machine-learning research designs from a user-provided cancer type and stu — from…
Generates complete Mendelian Randomization + single-cell transcriptomics (scRNA-seq) research designs from a user-provided direction.
Designs cell-based and animal-based validation plans that translate computational, omics, biomarker, genetic, or clinical findings into experimentally testable validation routes.
Generate structured academic CVs from free-form Chinese/English text and export to Word (.docx). Use this skill when you are asked to organize, generate, or optimize an academic…
Generates complete network toxicology + molecular docking research designs from a user-provided toxicant and disease/phenotype.
Generates complete Mendelian Randomization + single-cell transcriptomics (scRNA-seq) research designs from a user-provided direction.
Compares multiple study-route options for the same biomedical research question and recommends one primary plan, while explicitly explaining why alternative routes are secondary,…
Generates complete FAERS-style pharmacovigilance disproportionality research designs from a user-provided drug class, comparator strategy, adverse-event domain, and patie — from…
Use this skill to run GSVA or ssGSEA pathway-level differential analysis from a bulk expression matrix and a sample group file, then generate a heatmap from the saved GSVA result…
Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and desired evidence dept — from…
Designs a structured real-world evidence study using EHR, claims, or registry data, with explicit handling of time zero, eligibility windows, exposure definitions, outcome…
Detects overlooked, underrepresented, weakly resolved, or poorly validated populations and subgroups within a biomedical research area so users can identify more precise and…
Generates complete conventional oncology bulk-transcriptome biomarker and hub-gene research designs from a user-provided cancer type and study direction.
Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and desired evidence dept — from…
Generates complete dual-disease shared-transcriptome biomarker and hub-gene research designs from a user-provided disease pair and shared-biology direction.
Designs studies for predicting treatment response or resistance in biomedical and clinical research. Always use this skill when the user needs a treatment-response or resistance…
Generates complete cross-disease shared-biomarker bioinformatics research designs from a user-provided disease pair and validation direction.
Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence.
Designs QTL colocalization studies that connect eQTL, pQTL, sQTL, or related molecular QTL signals with GWAS loci.
Generates complete FAERS-style pharmacovigilance disproportionality research designs from a user-provided drug class, comparator strategy, adverse-event domain, and patie — from…
Reverse-engineers the methods section of a biomedical paper into a structured, reproducible workflow.
Scans the biomarker landscape of a disease area by biomarker type, clinical/research use case, evidence layer, validation status, and maturity level.
Refines broad, vague, or aspirational biomedical research objectives into clear, bounded, measurable, executable, and downstream-ready study objective statements.
Designs retrospective or prospective clinical cohort study protocols for biomedical and clinical research.
Generates complete programmed-cell-death (PCD) / regulated-cell-death (RCD) bulk-transcriptome oncology research designs from a user-provided disease and mechanism theme — from…
Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, endpoints, methods, evidence density, and thin areas.
Designs complete research plans that integrate clinical variables with multi-omics data from a user-provided biomedical 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.
Evidence-based medical knowledge and research mentor. Trigger this skill when users ask any question related to medicine, clinical science, pharmacology, pathology, epidemiology,…
Generates complete NHANES-style cross-sectional epidemiology + retrospective clinical validation research designs from a user-provided disease and biomarker direction.
Designs primary, secondary, and exploratory endpoints for biomedical and clinical research protocols.
Generates complete FAERS-based multi-drug single-SOC safety comparison research designs from a user-provided drug set, comparator, and adverse event domain.
Generates complete NHANES-style cross-sectional epidemiology + retrospective clinical validation research designs from a user-provided disease and biomarker direction.
Filter compound libraries based on Lipinski's Rule of Five for drug-likeness.
Summarize core safety information from Investigator's Brochures for clinical.
Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.
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…
Query and annotate gene variants from ClinVar and dbSNP databases. \n\.
Generate publication-quality sequence logos for DNA or protein motifs.
Calculate literature growth velocity and acceleration to assess research.
Generates compliant medical case report articles for WeChat.
Adapt abstracts to meet specific conference word limits and formats.
Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.
Polishes response letters by transforming defensive or harsh language.
Transform academic papers into university press releases for general.
Search FDA industry guidelines by therapeutic area or topic.
Assist in drafting professional peer review response letters. Trigger.
Convert physician verbal dictation into structured SOAP notes. Trigger.
Simulates NIH study section peer review for grant proposals. Triggers.
Automatically summarize scientific podcasts like Huberman Lab and Nature.
Score the novelty of biological targets through literature mining and.
Draft Diversity, Equity, and Inclusion statements for academic applications.
Generates Mermaid flowchart code and visual diagrams for pathophysiological.
Batch extraction of experimental methods from multiple papers for protocol.
Map patient symptoms to Human Phenotype Ontology terms for gene diagnosis.
Monitor competitor clinical trial progress and alert on market risks.
Extract hazard codes and safety info from chemical safety datasheets.
Generates detailed text descriptions of medical images and charts for.