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ov-transformation-tests

Write unit tests for OpenVINO ov::Model graph transformations (passes). Use when the user asks to write, add, or refactor tests for a transformation pass (MatcherPass, ModelPass), or to modernize legacy transformation tests.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

A terse, well-structured overview that defers detail to one external reference with good navigation. It loses points on actionability and workflow clarity because the inline guidance omits concrete build commands and any failure-handling loop.

Suggestions

Add the concrete build/run command (or build target name) to step 3 so the workflow is executable without first opening the referenced guide.

Add a brief feedback loop to step 3, e.g. "If any test fails, fix the test or pass and re-run until all pass", to make validation an explicit recovery cycle.

Optionally include one minimal inline test skeleton (e.g. a TEST_F fixture using a node builder) so the most common case is actionable directly from SKILL.md.

DimensionReasoningScore

Conciseness

The three-line body is lean and assumes Claude's competence; the reference summary in step 1 aids navigation without restating concepts Claude already knows.

3 / 3

Actionability

Steps point to the referenced guide and say to "build and run the tests", but no concrete build command or copy-paste-ready example appears inline, so key execution details are deferred rather than present.

2 / 3

Workflow Clarity

The three steps are clearly sequenced and step 3 is a pass-check, but there is no error-recovery feedback loop describing what to do when tests fail.

2 / 3

Progressive Disclosure

The body is a lean overview pointing to a single one-level-deep reference, clearly signaled with a summary of the guide's contents; no bundle files are provided and nesting stays one level deep.

3 / 3

Total

10

/

12

Passed

Description

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.

A concise, specific description that answers both what the skill does and when to use it, with natural trigger terms and a clearly distinct niche. It uses appropriate third-person imperative voice throughout.

DimensionReasoningScore

Specificity

"Write unit tests", "write, add, or refactor tests", and "modernize legacy transformation tests" are multiple concrete, specific actions rather than vague language.

3 / 3

Completeness

It states what ("Write unit tests for OpenVINO ov::Model graph transformations (passes)") and when ("Use when the user asks to write, add, or refactor tests...") with an explicit trigger clause, satisfying both requirements.

3 / 3

Trigger Term Quality

"write unit tests", "transformation tests", "refactor tests", and "legacy transformation tests" are natural phrases a user would say; the parenthetical MatcherPass/ModelPass jargon supplements rather than replaces them.

3 / 3

Distinctiveness Conflict Risk

The narrow OpenVINO transformation-pass testing niche with specific trigger terms makes it unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 suspicious

Warning

Total

15

/

16

Passed

Repository
openvinotoolkit/openvino
Reviewed

Table of Contents

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