containerization-assistant
Generate Dockerfiles, Docker Compose configurations, and Kubernetes manifests for containerizing applications. Use when: (1) Creating Dockerfiles for Node.js, Python, Java, Go, or other applications, (2) Setting up multi-service environments with Docker Compose, (3) Generating Kubernetes deployments, services, and ingress configurations, (4) Optimizing container images for production, (5) Implementing containerization best practices. Provides both ready-to-use templates and custom-generated configurations based on project requirements.
88
86%
Does it follow best practices?
Impact
92%
1.06xAverage score across 3 eval scenarios
Passed
No known issues
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is an excellent skill description that clearly articulates specific capabilities across Docker and Kubernetes tooling, provides comprehensive trigger terms that users would naturally use, and explicitly defines five distinct use cases. The description uses proper third-person voice and maintains a clear, distinct niche in containerization that won't conflict with other skills.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'Generate Dockerfiles, Docker Compose configurations, and Kubernetes manifests', 'Creating Dockerfiles for Node.js, Python, Java, Go', 'Setting up multi-service environments', 'Generating Kubernetes deployments, services, and ingress configurations', 'Optimizing container images'. | 3 / 3 |
Completeness | Clearly answers both what (generate Dockerfiles, Compose configs, K8s manifests) AND when with explicit numbered triggers covering five distinct use cases starting with 'Use when:'. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural terms users would say: 'Dockerfiles', 'Docker Compose', 'Kubernetes', 'containerizing', 'Node.js', 'Python', 'Java', 'Go', 'deployments', 'services', 'ingress', 'container images', 'production'. | 3 / 3 |
Distinctiveness Conflict Risk | Clear niche focused specifically on containerization and orchestration technologies (Docker, Kubernetes). Distinct triggers like 'Dockerfiles', 'Docker Compose', 'Kubernetes manifests' are unlikely to conflict with other skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-structured, highly actionable skill with excellent progressive disclosure and comprehensive executable examples. The main weaknesses are moderate verbosity in describing template features Claude already understands, and missing explicit validation/verification steps in the workflow for catching errors before deployment.
Suggestions
Add explicit validation checkpoints in the workflow, such as 'docker run --rm myapp:1.0.0 --version' to verify the image works before pushing, or 'kubectl apply --dry-run=client' before actual deployment
Trim the template descriptions (e.g., 'Multi-stage build for minimal image size') since Claude understands these concepts - just list the template names and paths
Add a verification step after 'docker-compose up -d' to confirm services are healthy (e.g., 'docker-compose ps' to check status, curl health endpoints)
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably efficient but includes some unnecessary verbosity, such as explaining what each template contains (e.g., 'Multi-stage build for minimal image size') when Claude already understands these concepts. The troubleshooting section and some scenario descriptions could be tightened. | 2 / 3 |
Actionability | Provides fully executable code examples throughout - complete Dockerfiles, docker-compose.yml snippets, Kubernetes manifests, and bash commands. All examples are copy-paste ready with specific commands like 'docker build -t myapp:1.0.0 .' and complete YAML configurations. | 3 / 3 |
Workflow Clarity | The 5-step generation workflow is clearly sequenced, but lacks explicit validation checkpoints. The 'Build and Test' section shows commands but doesn't include verification steps like checking if the container is healthy or validating the image before deployment. Missing feedback loops for error recovery. | 2 / 3 |
Progressive Disclosure | Excellent structure with clear overview sections and well-signaled one-level-deep references to 'dockerfile_best_practices.md' and 'kubernetes_patterns.md'. Content is appropriately split between quick start, templates, scenarios, and advanced topics with clear navigation. | 3 / 3 |
Total | 10 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
skill_md_line_count | SKILL.md is long (528 lines); consider splitting into references/ and linking | Warning |
Total | 10 / 11 Passed | |
- Repository
- ArabelaTso/Skills-4-SE
- Commit
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- Reviewed
Table of Contents
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