Implement Role-Based Access Control (RBAC), permissions management, and authorization policies. Use when building...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
8,093 スキル
Plan and execute effective sprints using Agile methodologies. Define sprint goals, estimate user stories, manage...
Create system architecture diagrams using Mermaid, PlantUML, C4 model, flowcharts, and sequence diagrams. Use when...
Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for...
Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and...
Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use...
Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods...
Implement thread-safe code, mutexes, semaphores, async/await patterns, and concurrent data structures. Use when...
Organize CSS using BEM, SMACSS, and CSS-in-JS patterns. Use when building scalable, maintainable styling systems...
Prepare designs for development handoff. Document specifications, interactions, and assets to enable efficient...
Manage DNS records, routing policies, and failover configurations for high availability and disaster recovery.
Create optimized Docker containers with multi-stage builds, security best practices, and minimal image sizes. Use...
Integrate email services with backends using SMTP, third-party providers, templates, and asynchronous sending. Use...
Implement event sourcing and CQRS patterns using event stores, aggregates, and projections. Use when building audit...
Create and transform features using encoding, scaling, polynomial features, and domain-specific transformations for...
Implement WCAG compliance using semantic HTML, ARIA, keyboard navigation, and screen reader support. Use when...
Organize and structure information for clarity and discoverability. Design navigation systems, hierarchies, and...
Build Jenkins declarative and scripted pipelines with stages, agents, parameters, and plugins. Implement...
Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention...
Build and train machine learning models using scikit-learn, PyTorch, and TensorFlow for classification, regression,...
Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow,...
Debug issues specific to mobile applications including platform-specific problems, device constraints, and...
Design for mobile devices first, then scale up to larger screens. Create responsive interfaces that work seamlessly...
Optimize hyperparameters using grid search, random search, Bayesian optimization, and automated ML frameworks like...