Sencer SOYLU
Community@sencersoylu
Agent Skills by Sencer SOYLU
Showing 44 vetted skills indexed across 1 GitHub repositories.
survival-analysis
Estimate survival curves, compare groups, and model hazards with Kaplan-Meier, log-rank, and Cox methods.
inferential-statistics
Select and execute inferential statistical tests with Python examples.
regression-analysis
Guide linear, logistic, and Cox regression with diagnostics in Python.
ml-evaluation
Compute and summarize machine learning evaluation metrics for classifiers and regressors.
missing-data
Diagnose missing-data mechanisms and apply principled imputation strategies.
bayesian-methods
Apply Bayesian statistical methods to specify priors, generate posterior samples, and calculate Bayes factors.
multivariate-analysis
Apply PCA, factor analysis, clustering, and SEM to high-dimensional datasets.
descriptive-statistics
Compute descriptive statistics and Table 1 summaries from datasets using Python.
power-analysis
Calculate statistical power and required sample sizes for common study designs.
acm-style
Standardize ACM-style citations, references, and bibliographies for scholarly manuscripts.
citation-tools
Automate DOI lookups, BibTeX generation, and PubMed metadata extraction.
cover-letter
Draft cover letters for journal submissions with article summaries and suitability arguments.
apa-style
Format in-text citations and reference entries according to APA 7th Edition.
journal-selector
Rank journals by scope fit, OA policies, and review timelines.
ieee-style
Format in-text citations and reference lists according to IEEE style.
ama-style
Format medical manuscripts with AMA Manual of Style 11th edition citations and references.
vancouver-style
Format and validate citations and references according to Vancouver (ICMJE) guidelines.
internal-peer-review
Generate severity-scored feedback across manuscript sections within Scholar Flow.
statistical-review
Automate statistical manuscript reviews and generate QA reports.
reporting-checklist
Verify manuscript reporting against EQUATOR guidelines and export compliance checklists.
revision-response
Generate structured point-by-point responses to peer-review feedback for academic manuscripts.
plagiarism-check
Detect similarity in academic manuscripts and provide paraphrase guidance.
reproducibility-check
Audit data availability, code accessibility, and methodological detail for reproducibility gaps.
survey-research
Design and validate survey instruments with reliability and validity checks.