GitHub
correlation-analysis
Measure relationships between variables using correlation coefficients, correlation matrices, and association tests for correlation measurement, relationship analysis, and multicollinearity detection
☆ 84查看技能
测试与安全 AI 技能
发现 测试与安全 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 测试与安全
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GitHub
database-schema-design
Design database schemas with normalization, relationships, and constraints. Use when creating new database schemas, designing tables, or planning data models for PostgreSQL and MySQL.
☆ 84查看技能
GitHub
api-authentication
Implement secure API authentication with JWT, OAuth 2.0, API keys, and session management. Use when securing APIs, managing tokens, or implementing user authentication flows.
☆ 84查看技能
GitHub
react-component-architecture
Design scalable React components using functional components, hooks, composition patterns, and TypeScript. Use when building reusable component libraries and maintainable UI systems.
☆ 84查看技能
GitHub
websocket-implementation
Implement real-time bidirectional communication with WebSockets including connection management, message routing, and scaling. Use when building real-time features, chat systems, live notifications, or collabor...
☆ 84查看技能
GitHub
query-caching-strategies
Implement query caching strategies to improve performance. Use when setting up caching layers, configuring Redis, or optimizing database query response times.
☆ 84查看技能
GitHub
interaction-design
Design meaningful interactions and microinteractions. Create delightful user experiences through thoughtful animation, feedback, and responsive interface design.
☆ 84查看技能
GitHub
docker-containerization
Create optimized Docker containers with multi-stage builds, security best practices, and minimal image sizes. Use when containerizing applications, creating Dockerfiles, optimizing container images, or setting...
☆ 84查看技能
GitHub
design-handoff
Prepare designs for development handoff. Document specifications, interactions, and assets to enable efficient development and maintain design quality.
☆ 84查看技能
GitHub
recommendation-system
Build collaborative and content-based recommendation engines for product recommendations, personalization, and improving user engagement
☆ 84查看技能
GitHub
cloud-migration-planning
Plan and execute cloud migrations with assessment, database migration, application refactoring, and cutover strategies across AWS, Azure, and GCP.
☆ 84查看技能
GitHub
session-management
Implement secure session management systems with JWT tokens, session storage, token refresh, logout handling, and CSRF protection. Use when managing user authentication state, handling token lifecycle, and secu...
☆ 84查看技能
GitHub
model-deployment
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and model serving frameworks
☆ 84查看技能
GitHub
secrets-management
Implement secrets management with HashiCorp Vault, AWS Secrets Manager, or Kubernetes Secrets for secure credential storage and rotation.
☆ 84查看技能
GitHub
real-time-features
Implement real-time functionality using WebSockets, Server-Sent Events (SSE), or long polling. Use when building chat applications, live dashboards, collaborative editing, notifications, or any feature requirin...
☆ 84查看技能
GitHub
cpu-profiling
Profile CPU usage to identify hot spots and bottlenecks. Optimize code paths consuming most CPU time for better performance and resource efficiency.
☆ 84查看技能
GitHub
xss-prevention
Prevent Cross-Site Scripting (XSS) attacks through input sanitization, output encoding, and Content Security Policy. Use when handling user-generated content in web applications.
☆ 84查看技能
GitHub
aws-cloudfront-cdn
Distribute content globally using CloudFront with caching, security headers, WAF integration, and origin configuration. Use for low-latency content delivery.
☆ 84查看技能
GitHub
logging-best-practices
Implement structured logging with JSON formats, log levels (DEBUG, INFO, WARN, ERROR), contextual logging, PII handling, and centralized logging. Use for logging, observability, log levels, structured logs, or...
☆ 84查看技能
GitHub
fastapi-development
Build high-performance FastAPI applications with async routes, validation, dependency injection, security, and automatic API documentation. Use when developing modern Python APIs with async support, automatic O...
☆ 84查看技能
GitHub
azure-functions
Create serverless functions on Azure with triggers, bindings, authentication, and monitoring. Use for event-driven computing without managing infrastructure.
☆ 84查看技能
GitHub
database-indexing-strategy
Design and implement database indexing strategies. Use when creating indexes, choosing index types, or optimizing index performance in PostgreSQL and MySQL.
☆ 84查看技能
GitHub
test-data-generation
Generate realistic, consistent test data using factories, fixtures, and fake data libraries. Use for test data, fixtures, mock data, faker, test builders, and seed data generation.
☆ 84查看技能
GitHub
database-monitoring
Monitor database performance and health. Use when setting up monitoring, analyzing metrics, or troubleshooting database issues.
☆ 84查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。