World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics....
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17,525 Skills
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure....
World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems....
Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python,...
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS,...
Continuous security vulnerability scanning for OWASP Top 10, common vulnerabilities, and insecure patterns. Use when...
Detect exposed secrets, API keys, credentials, and tokens in code. Use before commits, on file saves, or when...
Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE,...
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq,...
Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this...
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification,...
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac),...
Write scientific manuscripts. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines...
Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers,...
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference...
Create publication-quality scientific diagrams using Nano Banana Pro AI with iterative refinement. AI generation is...
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding,...
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions,...
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill...
Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker...
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel),...
Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout...
Look up current research information using Perplexity's Sonar Pro or Sonar Reasoning Pro models through OpenRouter....
Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria,...