GitHub
model-monitoring
Monitor model performance, detect data drift, concept drift, and anomalies in production using Prometheus, Grafana, and MLflow
☆ 84查看技能
数据与 AI AI 技能
发现 数据与 AI 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: 数据与 AI
数据与 AI 清除筛选
全部技能
GitHub
access-control-rbac
Implement Role-Based Access Control (RBAC), permissions management, and authorization policies. Use when building secure access control systems with fine-grained permissions.
☆ 84查看技能
GitHub
api-reference-documentation
Create comprehensive API reference documentation with OpenAPI/Swagger specs, REST endpoints, authentication, examples, and SDKs. Use when documenting REST APIs, GraphQL APIs, endpoint documentation, or OpenAPI...
☆ 84查看技能
GitHub
api-rate-limiting
Implement API rate limiting strategies using token bucket, sliding window, and fixed window algorithms. Use when protecting APIs from abuse, managing traffic, or implementing tiered rate limits.
☆ 84查看技能
GitHub
image-optimization
Optimize images for web to reduce file size without sacrificing quality. Use compression, modern formats, and responsive techniques for faster loading.
☆ 84查看技能
GitHub
database-migration-management
Manage database migrations and schema versioning. Use when planning migrations, version control, rollback strategies, or data transformations in PostgreSQL and MySQL.
☆ 84查看技能
GitHub
jenkins-pipeline
Build Jenkins declarative and scripted pipelines with stages, agents, parameters, and plugins. Implement multi-branch pipelines and deployment automation.
☆ 84查看技能
GitHub
intermittent-issue-debugging
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.
☆ 84查看技能
GitHub
deployment-documentation
Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when creating deployment guides, infrastructure docs, or CI/CD documentation.
☆ 84查看技能
GitHub
database-query-optimization
Improve database query performance through indexing, query optimization, and execution plan analysis. Reduce response times and database load.
☆ 84查看技能
GitHub
gitlab-cicd-pipeline
Design and implement GitLab CI/CD pipelines with stages, jobs, artifacts, and caching. Configure runners, Docker integration, and deployment strategies.
☆ 84查看技能
GitHub
information-architecture
Organize and structure information for clarity and discoverability. Design navigation systems, hierarchies, and mental models that match user needs.
☆ 84查看技能
GitHub
network-debugging
Debug network issues using browser tools and network analysis. Diagnose connection problems, latency, and data transmission issues.
☆ 84查看技能
GitHub
stress-testing
Test system behavior under extreme load conditions to identify breaking points, capacity limits, and failure modes. Use for stress test, capacity testing, breaking point analysis, spike test, and system limits...
☆ 84查看技能
GitHub
competitor-analysis
Analyze competitive landscape to identify strengths, weaknesses, opportunities, and threats. Inform product strategy and positioning based on market insights.
☆ 84查看技能
GitHub
mobile-app-testing
Comprehensive mobile app testing strategies for iOS and Android. Covers unit tests, UI tests, integration tests, performance testing, and test automation with Detox, Appium, and XCTest.
☆ 84查看技能
GitHub
backup-disaster-recovery
Implement backup strategies, disaster recovery plans, and data restoration procedures for protecting critical infrastructure and data.
☆ 84查看技能
GitHub
push-notification-setup
Implement push notifications for iOS and Android. Covers Firebase Cloud Messaging, Apple Push Notification service, handling notifications, and backend integration.
☆ 84查看技能
GitHub
git-workflow-strategy
Master Git workflows including GitFlow, GitHub Flow, Trunk-Based Development. Configure branches, merge strategies, and collaboration patterns for team environments.
☆ 84查看技能
GitHub
cross-platform-compatibility
Handle cross-platform compatibility including file paths, environment detection, platform-specific dependencies, and testing across Windows, macOS, and Linux. Use when dealing with platform-specific code or OS...
☆ 84查看技能
GitHub
dns-management
Manage DNS records, routing policies, and failover configurations for high availability and disaster recovery.
☆ 84查看技能
GitHub
data-encryption
Implement strong encryption using AES, RSA, TLS, and proper key management. Use when securing data at rest, in transit, or implementing end-to-end encryption.
☆ 84查看技能
GitHub
troubleshooting-guide
Create comprehensive troubleshooting guides, FAQ documents, known issues lists, and debug guides. Use when documenting common problems, error messages, or debugging procedures.
☆ 84查看技能
GitHub
file-upload-handling
Implement secure file upload handling with validation, virus scanning, storage management, and serving files efficiently. Use when building file upload features, managing file storage, and implementing file dow...
☆ 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。