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mutation-test-runner

Mutation Test Runner - Auto-activating skill for Test Automation. Triggers on: mutation test runner, mutation test runner Part of the Test Automation skill category.

Overall
score

23%

Does it follow best practices?

Validation for skill structure

Install with Tessl CLI

npx tessl i github:jeremylongshore/claude-code-plugins-plus-skills --skill mutation-test-runner
What are skills?
SKILL.md
Review
Evals

Activation

7%

This description is severely underdeveloped, functioning more as a label than a useful description. It provides no information about what actions the skill performs, lacks natural trigger terms users would actually say, and has no guidance on when Claude should select this skill. The repetitive trigger term and boilerplate structure suggest auto-generated content without meaningful customization.

Suggestions

Add specific actions the skill performs, e.g., 'Runs mutation tests against code, analyzes surviving mutants, generates mutation coverage reports, identifies weak test cases'

Include a 'Use when...' clause with natural trigger terms like 'mutation testing', 'test quality', 'mutant analysis', 'test effectiveness', or specific tool names

Remove the duplicate trigger term and expand with variations users might naturally say when needing mutation testing help

DimensionReasoningScore

Specificity

The description only names the skill ('Mutation Test Runner') and category ('Test Automation') without describing any concrete actions. There are no verbs indicating what the skill actually does (e.g., 'runs mutation tests', 'analyzes code coverage', 'generates mutants').

1 / 3

Completeness

The description fails to answer 'what does this do' (no actions described) and 'when should Claude use it' (no 'Use when...' clause or equivalent guidance). Only provides a category label without substance.

1 / 3

Trigger Term Quality

The trigger terms listed are just 'mutation test runner' repeated twice, which is technical jargon. Missing natural variations users might say like 'mutation testing', 'test mutations', 'code mutants', 'kill mutants', or tool names like 'pitest', 'stryker'.

1 / 3

Distinctiveness Conflict Risk

While 'mutation test' is a fairly specific testing concept that wouldn't overlap with general testing skills, the lack of detail about what specifically this skill does versus other testing-related skills creates some ambiguity.

2 / 3

Total

5

/

12

Passed

Implementation

7%

This skill is a placeholder template with no actual mutation testing content. It lacks any concrete guidance on mutation testing tools (like Stryker, PIT, or mutmut), configuration examples, or workflows. The content describes capabilities in abstract terms without delivering actionable instructions.

Suggestions

Add executable code examples showing how to configure and run a mutation testing framework (e.g., Stryker for JS, PIT for Java, mutmut for Python)

Include a clear workflow: 1) Install tool, 2) Configure mutation targets, 3) Run mutation tests, 4) Interpret results and improve test coverage

Remove generic boilerplate sections ('Capabilities', 'Example Triggers') and replace with actual mutation testing patterns and commands

Add specific guidance on interpreting mutation scores and fixing surviving mutants

DimensionReasoningScore

Conciseness

The content is padded with generic boilerplate that explains nothing specific about mutation testing. Phrases like 'provides automated assistance' and 'follows industry best practices' are filler that Claude doesn't need.

1 / 3

Actionability

No concrete code, commands, or executable guidance is provided. The skill describes what it does in abstract terms but never shows how to actually run mutation tests or configure a mutation testing framework.

1 / 3

Workflow Clarity

No workflow or steps are defined. The content mentions 'step-by-step guidance' but provides none. There are no validation checkpoints or sequences for running mutation tests.

1 / 3

Progressive Disclosure

The content is organized into sections with clear headers, but there are no references to detailed documentation, examples, or related files. The structure exists but contains no substantive content to disclose.

2 / 3

Total

5

/

12

Passed

Validation

69%

Validation11 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

description_trigger_hint

Description may be missing an explicit 'when to use' trigger hint (e.g., 'Use when...')

Warning

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

metadata_version

'metadata' field is not a dictionary

Warning

frontmatter_unknown_keys

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

Warning

body_steps

No step-by-step structure detected (no ordered list); consider adding a simple workflow

Warning

Total

11

/

16

Passed

Reviewed

Table of Contents

ActivationImplementationValidation

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