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senior-devops

Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.

72

1.31x
Quality

68%

Does it follow best practices?

Impact

91%

1.31x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

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

Quality

Content

40%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 reads as a generic template rather than a usable skill: script usage lines are placeholders with no documented flags or worked examples, the workflow section is boilerplate with no validation checkpoints, and sizable sections (Tech Stack, Best Practices Summary) are filler that Claude already knows. Structure and reference wiring are genuinely good — files exist, one level deep, clearly navigable — but the substance between them is missing.

Suggestions

Delete the 'Best Practices Summary' and 'Tech Stack' sections — platitudes ('Write clear code', 'Measure before optimizing') and an irrelevant technology listing (React Native, Flutter, Swift, GraphQL) spend tokens without adding anything Claude doesn't already know.

Replace placeholder usages ('pipeline_generator.py [options]', 'deployment_manager.py [arguments] [options]') with the scripts' real flags and one worked invocation per script, including expected output, so a user can run them for a concrete goal.

Rewrite 'Development Workflow' as an explicit end-to-end sequence (e.g., generate pipeline → validate generated YAML → scaffold Terraform → terraform plan/apply) with validation checkpoints at each step instead of 'install dependencies / run checks / follow references'.

DimensionReasoningScore

Conciseness

Multiple padded sections add no skill-specific value: 'Best Practices Summary' is pure platitude Claude already knows ('Write clear code', 'Keep it simple', 'Measure before optimizing', 'Validate all inputs'), the 'Tech Stack' section lists largely irrelevant technologies for a DevOps skill (React Native, Flutter, Swift, GraphQL, NeonDB), and the 'Features' bullets ('Automated scaffolding', 'Deep analysis', 'Expert-level automation', 'Production-grade output') are marketing filler. It is not a 1 because there is no extended explanatory prose, but the padding is pervasive rather than occasional.

2 / 5

Actionability

Commands reference real bundle files with concrete paths ('python scripts/terraform_scaffolder.py <target-path> [--verbose]'), which lifts it above the 2 anchor. But the core script documentation is placeholder-grade: 'pipeline_generator.py [options]' and 'deployment_manager.py [arguments] [options]' document no actual flags, and there are no worked invocations or examples of expected output — matching the 3 anchor's 'missing key details' rather than 4's 'mostly executable guidance'.

3 / 5

Workflow Clarity

The 'Development Workflow' is a rough three-step sequence ('Install dependencies' → 'Run Quality Checks' via terraform_scaffolder → 'Implement Best Practices' by reading references) that mirrors the 2 anchor's example ('1. Open the document / 2. Make changes / 3. Save and close'): steps are generic, poorly defined, and validation is absent (e.g., nothing validates generated pipeline YAML or terraform plan output before deployment). It is not a 1 because a recognizable sequence is present, and not a 3 because the gaps go beyond missing checkpoints — the steps themselves don't map to a coherent DevOps delivery process.

2 / 5

Progressive Disclosure

Good structure against the actual bundle: SKILL.md acts as an overview, all three referenced files ('references/cicd_pipeline_guide.md', 'references/infrastructure_as_code.md', 'references/deployment_strategies.md') exist and are one level deep, and scripts are listed with paths. It falls short of 5 due to redundant navigation (the 'Reference Documentation', 'Development Workflow', and 'Resources' sections all point to the same three files) and vague one-line descriptors of what each reference contains; it is above 3 because references are clearly signaled and content is mostly appropriately split.

4 / 5

Total

11

/

20

Passed

Description

80%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.

A strong, well-formed description: it names the domain, enumerates specific capabilities, and includes an explicit 'Use when' clause with multiple concrete triggers in third-person voice. The main weakness is breadth — 'Comprehensive' positioning creates conflict risk with more focused DevOps tooling skills, and a few natural trigger terms (Terraform, Docker, Kubernetes, CI platform names) are absent.

DimensionReasoningScore

Specificity

The description lists several specific capability areas — 'pipeline setup, infrastructure as code, deployment automation, and monitoring' — plus named platforms '(AWS, GCP, Azure)'. It falls short of a 5 because these are capability domains rather than concrete operations (compare 'Extract text and tables from PDF files, fill forms, merge documents'), and well above a 3 since it goes beyond 1-2 actions.

4 / 5

Completeness

Both halves are explicit: the 'what' enumerates concrete capabilities ('pipeline setup, infrastructure as code, deployment automation, and monitoring') and the 'when' is a full 'Use when' clause with five concrete triggers ('setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes'). This matches the 5 anchor; it is not a 4 because the 'when' is not vague or under-specified.

5 / 5

Trigger Term Quality

Good natural keyword coverage: 'CI/CD', 'setting up pipelines', 'deploying applications', 'managing infrastructure', 'implementing monitoring', and all three major cloud platforms. It misses a few natural terms users would say (Docker, Kubernetes, Terraform, GitHub Actions), which keeps it below the comprehensive 5 anchor but clearly above the 3 anchor's 'some relevant keywords'.

4 / 5

Distinctiveness Conflict Risk

Anchored to a recognizable DevOps domain, but 'Comprehensive DevOps skill' claims very broad scope across CI/CD, containerization, three clouds, and monitoring, creating real overlap risk with tool-specific skills (Terraform, Docker, Kubernetes, platform-specific skills). This matches the 'somewhat specific but could still overlap with similar skills' anchor — below 4's 'minor overlap risk', above 2's 'high overlap with many similar skills'.

3 / 5

Total

16

/

20

Passed

Validation

100%

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

maslennikov-ig/claude-code-orchestrator-kit

Path

.claude/skills/senior-devops/SKILL.md

Reviewed

Table of Contents

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