Research, academic papers, education, and exam prep (4.5K skills)
Interprets a meta-analysis forest plot image and drafts a detailed description in Chinese or English. It can include visible effect sizes, heterogeneity, P values, study counts, and sample sizes, then formats the text with a figure marker and legend.
Estimate required sample sizes and statistical power for study designs including t-tests, survival analysis, clustered designs, and multiple comparisons. Given inputs such as effect size and significance level, the skill can also provide power curves, sensitivity analysis, and dropout-adjusted sample estimates.
Review a paper or thesis before submission or internal evaluation. The skill assesses novelty, methods, evidence, reproducibility, and clarity, separates major concerns from minor edits, and turns findings into concrete revision suggestions and a reasoned recommendation.
Prepares applicants for residency Match interviews with behavioral, clinical, ethical, and program-specific questions. It can suggest a STAR-style response structure, key points, and common pitfalls, with questions tailored to a specialty and the applicant’s experience when provided.
Drafts a meta-analysis results section describing risk of bias from supplied assessment tables and summary statistics. It reports the overall ratings, reviews each assessment domain with specific numbers, and formats the text with a figure citation and caption in Chinese or English.
Prepare for presentations by generating challenging questions about methods, statistics, interpretation, limitations, and future work. It provides response frameworks and key points to address, based on an abstract or research topic and a specified audience.
Use Biopython tools to examine sequence motifs, restriction enzyme sites, codon usage, and related bioinformatics data. The skill helps produce structured analysis results and supports genomic feature visualization with GenomeDiagram.
Create interactive medical imaging quizzes and cases using X-ray, CT, MRI, or ultrasound images. Set question types and difficulty for medical students, residents, or board exam study, with findings and differential diagnoses where requested.
Drafts clear, patient-friendly clinical trial recruitment ads from study details. It organizes eligibility, procedures, risks, rights, and contact information while avoiding guaranteed benefits, pressure tactics, and misleading claims.
Parse protein structure files in PDB or mmCIF format with Bio.PDB, inspect chains and residues, calculate geometric measurements, find nearby atoms or residues, and extract or superimpose structures for comparison.
Turn a research paper into a journal club slide outline with background context, key figure explanations, critical appraisal points, and discussion questions. Set the audience level and presentation time to shape the plan.
Interpret scientific charts by identifying statistical measures, trends, uncertainty, and possible visual pitfalls. Create clear explanations for researchers, clinicians, patients, or public audiences, and draft figure captions for papers, posters, or presentations.
Helps researchers prepare IRB submissions by checking protocols for missing or noncompliant sections, drafting informed consent documents, generating application forms, and validating submission packages against required fields and documents.
Stress-test a biomedical grant proposal with a structured simulation of NIH peer review. It scores five review criteria, identifies strengths and weaknesses, drafts a summary statement, and suggests prioritized revisions; scores are simulated and may differ from real reviewers.
Turn a medical research abstract into a plain-language summary for patients, the public, or media audiences. Replace jargon, adjust the reading level, and extract key takeaways in a structured result with a configurable word limit.
Create structured literature reviews of medical imaging AI, covering areas such as segmentation, detection, and classification. Organize methods, datasets, metrics, limitations, and applications into a review manuscript with comparison tables and evidence-backed claims.
Draft a structured Methods section for a meta-analysis using the supplied PICOS, eligibility criteria, risk-of-bias tool, and language. It covers the search strategy, screening, quality assessment, data extraction, and statistical analysis.
Drafts an IACUC animal research application with a structured justification of the 3Rs: replacement, reduction, and refinement. It produces editable text from supplied protocol details, with standard, minimal, or detailed templates and text, Markdown, or DOCX output.
Build a long-form medical review through staged work: outline the topic, gather PubMed literature, write and verify chapters, then format citations and assemble the final files. The workflow keeps intermediate documents and checks claims against references.
Create population-level clinical decision support documents for research and pharmaceutical work. The skill structures biomarker-stratified cohort analyses and evidence-graded treatment recommendations, with statistical outcome comparisons and decision algorithms in LaTeX or PDF format.
Finds claims in a biomedical paper that need citations, searches PubMed for relevant articles, and adds PMID markers to a new Markdown copy. It also creates a separate file of candidate references for later formatting with a reference manager.
Format manuscript references and bibliographies for academic writing, convert between styles such as APA, MLA, Vancouver, and Chicago, and check whether reference entries contain required details. The package documents batch processing and journal-oriented formatting workflows.
Plan and conduct a systematic or scoping literature review across academic databases, screen and synthesize studies by theme, assess evidence quality, and verify citations. Produce a documented Markdown review and, when dependencies are available, a formatted PDF.
Create a structured, practice-ready pitch for an academic conference poster. Choose a 30-second, 60-second, or three-minute duration, and use the poster title and available information to shape a concise spoken introduction with clear assumptions and scope.