logging-guide
实作结构化日誌,包含正确的日誌层级和敏感数据处理。 使用时机:新增日誌、除錯、设置可觀测性。 关鍵字:logging, log level, structured logging, observability, 日誌, 记录, 结构化日誌。
实作结构化日誌,包含正确的日誌层级和敏感数据处理。 使用时机:新增日誌、除錯、设置可觀测性。 关鍵字:logging, log level, structured logging, observability, 日誌, 记录, 结构化日誌。
Implement structured logging with proper log levels and sensitive data handling. Use when: adding logging, debugging, setting up observability. Keywords: logging, log level, structured logging, observability, 日誌, 記錄, 結構化日誌.
Monitor Vercel deployments, debug production issues, check logs, and understand logging patterns. Use when investigating errors, checking deployment logs, debugging failures, or improving observability.
HPC containerization with Singularity/Apptainer including definition files, .sif image management, MPI integration, GPU passthrough, Slurm job integration, and Docker image conversion.
当实施Kubernetes编排时,分析集群架构设计,优化容器编排性能,解决K8s相关问题。验证资源配置,设计服务部署策略,和最佳实践。
当验证Kubernetes配置时,分析YAML清单语法,检查资源定义规范,验证部署配置。验证集群资源,设计安全策略,和最佳实践。
Compact ARCHI.md when it exceeds recommended size - smart compression without losing relevance
Kubernetes-local workflow for manifest hardening, renderability, overlays, quotas, network policies, and rollout safety in PetSwipe. Use when working inside k8s and the task is specifically about manifest correctness or production posture.
Safely apply chunking configurations to Zarr datasets with validation, progress reporting, memory-bounded execution, and rollback safety. Supports local and cloud storage backends.
Migrate Kubernetes applications from bjw-s/app-template Helm charts to native manifests (Deployment, Service, HTTPRoute). Use this skill when moving away from Helm to standard YAML while maintaining zero-downtime and Flux/Volsync integration.
분석 결과 파일 저장 프로토콜. Write 도구 사용 규칙, 저장 경로 컨벤션, 실패 시 응답 형식을 정의합니다.
Optimize application performance - bundle size, API response times, database queries, React rendering, and serverless function performance. Use when investigating slow pages, profiling, load testing, or before production deployments.
Fix Claude Code's broken Grep/Glob tools on Android by installing system ripgrep and symlinking it into the vendor directory.
Maintain OpenTelemetry trace coverage when new controllers, handlers, or dependencies are introduced.
CI/CD pipeline design, optimization, DevSecOps security scanning, and troubleshooting. Use for creating workflows, debugging pipeline failures, implementing SAST/DAST/SCA, optimizing build performance, implementing caching strategies, setting up deployments, securing pipelines with OIDC/secrets management, and troubleshooting common issues across GitHub Actions, GitLab CI, and other platforms.
Comprehensive CI/CD and automation audit skill. Catalogs all pipelines, assesses operational health, identifies gaps, and provides prioritized recommendations for optimization. Includes error cataloging and root cause analysis framework.
Transform natural language application descriptions into production-ready DigitalOcean App Platform specifications. Use when designing apps, creating app specs, generating deploy.template.yaml, or architecting multi-component applications.
Use this skill to take a user's infrastructure request (e.g., "deploy a new web server") and create a complete Terraform (HCL) file and a corresponding execution plan. This skill ONLY plans; it NEVER applies.
Deploy applications to DigitalOcean App Platform via GitHub Actions with proper environment management and secrets handling. Use when setting up CI/CD pipelines, configuring staging/production environments, managing deployment secrets, or creating GitHub Actions workflows.
Migrate applications from Heroku, AWS, Render, Railway, Fly.io, or Docker Compose to DigitalOcean App Platform. Use when converting existing apps, mapping services, refactoring platform-specific code, or creating app specs from other platform configurations.
Create new Umbraco backoffice extensions using the official dotnet template
Implement dashboards in Umbraco backoffice using official docs
Implement menu items in Umbraco backoffice using official docs