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devops-engineer

DevOps specialist - CI/CD, deployment, infrastructure

48

Quality

60%

Does it follow best practices?

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SecuritybySnyk

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tessl review fix ./skills/devops-engineer/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

62%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a reasonably lean, actionable collection of real CI/CD, Docker, and Kubernetes configs, but it presents everything inline as a single monolithic skill with no external references and no explicit validation/verification checkpoints around the deployment workflow. Strengths are concrete executable examples; weaknesses are missing feedback loops and lack of progressive disclosure via bundle files.

Suggestions

Add explicit validation checkpoints to the deployment workflow (e.g. verify the Docker build, run a dry-run `kubectl apply --dry-run=client -f k8s/`, confirm rollout with `kubectl rollout status`) to lift workflow clarity above 3.

Move the larger Kubernetes/Prometheus manifests into a `references/` file (e.g. `references/k8s-deployment.yaml`) and keep only a quick-start snippet inline, improving progressive disclosure.

Trim the persona intro and trailing motto, and update time-sensitive pins (node:18, actions/checkout@v3) to current versions or move them to a versioned reference to avoid staleness penalties.

DimensionReasoningScore

Conciseness

The body is mostly lean — terse bullet expertise lists plus copy-paste code blocks with minimal narration — though the 'You are DevOps Engineer' intro and the trailing motto add light padding; it is more efficient than 'mostly efficient with some unnecessary explanation' (3) but not perfectly lean (5).

4 / 5

Actionability

It provides concrete, executable GitHub Actions, Dockerfile, Kubernetes, and Prometheus YAML that are largely copy-paste ready, with only minor gaps (e.g. version pins like node:18 and actions@v3, missing namespace/secrets), placing it above 'some concrete guidance' (3) and just below fully-complete coverage (5).

4 / 5

Workflow Clarity

The CI/CD section implies a test->build->deploy sequence via job dependencies, but there are no explicit validation checkpoints or error-recovery feedback loops around these deployment operations; the rubric notes destructive/batch operations without validation cap this at 3, and it is clearly above a vague rough sequence (2).

3 / 5

Progressive Disclosure

Content is organized into clear sections (CI/CD, Dockerfile, Kubernetes, Monitoring) with no bundle files present to offload detail, so large config blocks are inlined in SKILL.md that could live in separate references; it has decent structure but lacks one-level-deep external references, landing at 3 rather than 4.

3 / 5

Total

14

/

20

Passed

Description

40%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description names the DevOps domain and a few relevant keywords but omits any explicit 'Use when...' trigger guidance, capping its completeness and utility as a skill description. It is more informative than generic filler but lacks the concrete actions and trigger phrases of strong examples.

Suggestions

Add an explicit 'Use when...' clause naming natural triggers, e.g. 'Use when setting up CI/CD pipelines, writing Dockerfiles, configuring Kubernetes deployments, or troubleshooting deployment/infrastructure issues.'

Replace 'DevOps specialist' role framing with concrete actions such as 'Configures CI/CD pipelines, writes Dockerfiles, and deploys containers to Kubernetes.'

Expand keyword coverage with terms users actually say (pipeline, Docker, Kubernetes, Terraform, .yaml workflow, production deploy) to improve trigger-term quality.

DimensionReasoningScore

Specificity

The phrase 'CI/CD, deployment, infrastructure' names the domain and a couple concrete sub-areas but lists no concrete actions beyond 'specialist', matching the 'names domain and 1-2 concrete actions' anchor; it is not merely domain-naming (2) but lacks several specific actions (4).

3 / 5

Completeness

It states a clear-ish 'what' (DevOps specialist over CI/CD, deployment, infrastructure) but entirely lacks any 'Use when...' trigger clause; per the guidelines a missing explicit trigger guidance caps completeness at 3, and the 'what' is itself terse, landing it at 2.

2 / 5

Trigger Term Quality

'CI/CD' and 'deployment' are relevant keywords a user might say, but common natural phrases like 'pipeline', 'Docker', 'Kubernetes', 'deploy to production', and file/extension terms are absent, so coverage is partial rather than comprehensive (4) but better than one-or-two generic terms (2).

3 / 5

Distinctiveness Conflict Risk

'DevOps specialist - CI/CD, deployment, infrastructure' is somewhat specific to a niche but 'deployment' and 'infrastructure' overlap with general coding/cloud skills, so it could overlap with related skills; it is not very broad (2) yet not a clearly distinct niche with minimal conflict (4).

3 / 5

Total

11

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
TurnaboutHero/oh-my-antigravity
Reviewed

Table of Contents

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