Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions,...
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Browse top skills sorted by GitHub stars
17,525 skills
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding,...
Create publication-quality scientific diagrams using Nano Banana Pro AI with iterative refinement. AI generation is...
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference...
Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers,...
Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines...
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac),...
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification,...
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this...
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq,...
Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE,...
Detect exposed secrets, API keys, credentials, and tokens in code. Use before commits, on file saves, or when...
Continuous security vulnerability scanning for OWASP Top 10, common vulnerabilities, and insecure patterns. Use when...
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS,...
Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python,...
World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems....
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure....
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics....
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP,...
Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS,...
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js,...
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise...
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product...
Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS,...