Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining...
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Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs,...
Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k...
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic...
Comprehensive security engineering skill for application security, penetration testing, security architecture, and...
Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development...
Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS,...
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product...
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise...
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js,...
Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS,...
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP,...
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics....
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),...