基础设施与 DevOps技能

Create, generate, write, or scaffold Terraform .tf HCL — resources, modules, providers, variables, outputs.

中文简介正在准备中。当前显示原文说明。

Generate/create Loki configs — ingester, querier, compactor, ruler, S3/GCS/Azure backends.

中文简介正在准备中。当前显示原文说明。

Validate, lint, audit, or dry-run Kubernetes manifests (Deployment, Service, ConfigMap, CRD).

中文简介正在准备中。当前显示原文说明。

Generate/create/scaffold Kubernetes YAML — Deployment, Service, ConfigMap, Ingress, RBAC, StatefulSet, CRDs.

中文简介正在准备中。当前显示原文说明。

Diagnose and fix Kubernetes pods, CrashLoopBackOff, Pending, DNS, networking, storage, and rollout failures with kubectl.

中文简介正在准备中。当前显示原文说明。

Generate/create/scaffold Jenkinsfile — declarative, scripted, shared library, CI/CD pipelines.

中文简介正在准备中。当前显示原文说明。

Validate, lint, audit, or scan a Dockerfile for security and best practices.

中文简介正在准备中。当前显示原文说明。

Create, generate, or write Dockerfiles and multi-stage Docker images. Containerize apps.

中文简介正在准备中。当前显示原文说明。

Validate, lint, audit, or review azure-pipelines.yml — syntax, security, best practices.

中文简介正在准备中。当前显示原文说明。

Use when adding service-wide Spring Boot 3 Actuator, Micrometer metrics, distributed tracing, OpenTelemetry export, structured logging, health probes, dashboards, or alerts. Combine with ai-observability only for Spring AI-specific token, prompt, and model telemetry.

中文简介正在准备中。当前显示原文说明。

Use when packaging a Spring Boot 3 application as an OCI image or GraalVM native executable. Covers buildpacks, layered images, JVM containers, AOT hints, probes, security, and verification.

中文简介正在准备中。当前显示原文说明。

Use when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging. Use production-observability for general service metrics, health, logs, and OTLP setup.

中文简介正在准备中。当前显示原文说明。

Use when building Spring Cloud Gateway 5 on Spring Boot 4, including WebFlux or Web MVC routes, edge authentication, trusted headers, rate limits, timeouts, and resilience. Do not use for ordinary outbound HTTP clients or domain orchestration.

中文简介正在准备中。当前显示原文说明。

Use when adding service-wide Spring Boot 4 Actuator, Micrometer Observation and Tracing, OpenTelemetry or OTLP export, structured logging, health probes, dashboards, or alerts. Combine with ai-observability only for Spring AI-specific token, prompt, and model telemetry.

中文简介正在准备中。当前显示原文说明。

Use when packaging Spring Boot 4 as an OCI image, JVM container, AOT application, or GraalVM native executable. Covers buildpacks, layers, runtime hints, probes, security, and verification.

中文简介正在准备中。当前显示原文说明。

Use when building or changing a Spring Cloud Gateway on Spring Boot 3. Covers route design, authentication, header hygiene, rate limiting, retries, timeouts, observability, and testing.

中文简介正在准备中。当前显示原文说明。

Use when the project follows hexagonal (ports & adapters) architecture. Prevents domain code from depending on Spring or JPA. Use when you see packages like domain/, application/, infrastructure/, or adapters/ in the project structure.

中文简介正在准备中。当前显示原文说明。

Analyzes an existing codebase using strategic Domain-Driven Design to discover bounded contexts, surface ubiquitous language and semantic collisions, find places where code boundaries diverge from domain boundaries, and produce an evidence-backed domain and context map. Use when the goal is DDD-specific: bounded context discovery, ubiquitous language analysis, domain model discovery, or mapping contested ownership and responsibility. The entire repository is a valid scope; no module or directory must be named first. Does not assess architectural coupling, cohesion, or technical debt — use architectural-analysis. Does not design service communication, integration patterns, or deployment topology — use architectural-analysis or plan-a-feature. Does not refactor code, diagnose bugs, or review code quality — use refactor, investigate, or code-review.

中文简介正在准备中。当前显示原文说明。

Build and deploy serverless functions on AWS Lambda. Configure triggers, manage permissions, and optimize performance. Use when implementing serverless applications.

中文简介正在准备中。当前显示原文说明。

Store and rotate secrets in AWS Secrets Manager.

中文简介正在准备中。当前显示原文说明。

Configure S3 buckets, policies, and lifecycle rules. Implement versioning, replication, and security. Use when managing object storage on AWS.

中文简介正在准备中。当前显示原文说明。

Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization.

中文简介正在准备中。当前显示原文说明。

Provision and manage RDS databases. Configure backups, replication, and security. Use when deploying managed relational databases on AWS.

中文简介正在准备中。当前显示原文说明。

AWS development with infrastructure automation and cloud architecture patterns

中文简介正在准备中。当前显示原文说明。