Use this prompt when you have a clear plan and need the AI to generate the actual implementation code. This skill enforces strict adherence to clean code principles, testability, and robust error handling.
Use this prompt when you are facing a bug, error trace, or unexpected behavior. This skill forces the AI to act as a troubleshooter, analyzing root causes systematically rather than just guessing solutions.
Use this prompt when you need to configure CI/CD pipelines, write Infrastructure as Code (IaC), set up containerization, or manage deployments. This skill ensures the AI applies DevOps best practices such as least privilege, immutability, and declarative configuration.
Use this skill when designing GitOps delivery workflows with Argo CD. This covers Application and AppProject CRDs, the App of Apps pattern, sync policies and waves, health checks, RBAC configuration, and integrating Argo CD into a multi-environment or multi-cluster strategy. The AI will act as a GitOps specialist who…
Use this skill when writing Dockerfiles, Docker Compose configurations, or optimizing container build pipelines. This covers multi-stage builds, layer caching strategies, .dockerignore, image security scanning, non-root user configuration, and Compose service orchestration for local development. The AI will act as a…
Use this skill when you need to design or debug GitHub Actions workflows. This covers building CI pipelines, CD release pipelines, matrix build strategies, reusable workflows, and secure secrets management via OIDC. The AI will act as a specialist who understands GitHub Actions-specific idioms, runner environments…
Use this skill when designing or debugging GitLab CI/CD pipelines. This covers .gitlab-ci.yml configuration, GitLab Runners, pipeline stages, DAG (Directed Acyclic Graph) pipelines, merge request pipelines, include/extends patterns, and environment-based deployments. The AI will act as a specialist in GitLab CI idioms…
Use this skill when designing or debugging Jenkins pipelines. This covers Declarative Jenkinsfile syntax, shared libraries, agent configuration, parallel stages, credentials binding, and integrating Jenkins into a broader CI/CD ecosystem. The AI will act as a Jenkins specialist who knows the difference between…
Use this skill when writing, reviewing, or debugging Kubernetes manifests and Helm charts. This covers Deployment, Service, Ingress, ConfigMap, and Secret resources; RBAC configuration; resource requests and limits; liveness/readiness/startup probes; Horizontal Pod Autoscaler (HPA); and Helm chart structure. The AI…
Use this skill when writing, reviewing, or debugging Terraform infrastructure code. This covers module design, remote state management, workspace strategies, variable validation, provider pinning, and secure handling of sensitive outputs. The AI will act as a Terraform specialist who follows HashiCorp best practices…
Use this prompt when you are at the beginning of a project or feature and need to design the architecture, define the data models, map out the API contracts, or break down the implementation steps. This skill forces the AI to think like a Principal Architect.