164-java-profiling-verify

Use when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis, regression detection, or creating profiling-comparison-analysis and profiling-final-results documentation. This should trigger for requests such as Verify performance fix; Verify the performance; Verify the memory; Verify the threading; Compare before and after profiling results; Check for performance regressions after refactoring. Part of Plinth Toolkit

Quality

87%

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Securityby

Passed

No findings from the security scan

Quality

Content

86%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.

A well-organized overview skill that concisely sets up scope, constraints, and a sequenced workflow with validation checkpoints, delegating executable detail to a single clearly-signaled reference file. Actionability is slightly below top because concrete commands live in the reference rather than inline.

Dimension	Reasoning	Score
Conciseness	The body is lean (~60 lines) with no padding or explanation of concepts Claude already knows; every line earns its place and it assumes Claude's competence.	5 / 5
Actionability	Gives concrete file paths and specific actions ('Read references/164-java-profiling-verify.md and verify baseline artifacts exist and are non-empty'), but executable commands live in the delegated reference rather than the body itself.	4 / 5
Workflow Clarity	A clear 4-step sequence with explicit validation checkpoints ('VALIDATE: Ensure both baseline and post-refactoring reports exist and are non-empty before comparison') and edge-case handling; the detailed feedback loops reside in the reference.	4 / 5
Progressive Disclosure	A clear overview with a single well-signaled one-level-deep reference (references/164-java-profiling-verify.md, linked in both the Workflow and Reference sections); the referenced file exists and content is appropriately split.	5 / 5
	Total	18 / 20 Passed

Description

88%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, specific description that clearly states what the skill does and when to use it, with comprehensive natural-language trigger phrases. Minor overlap risk with sibling profiling skills keeps distinctiveness just below the top anchor.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions ('baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis'), giving comprehensive coverage of the skill's capabilities.	5 / 5
Completeness	Explicitly answers both what ('verify Java performance optimizations by comparing profiling results before and after refactoring') and when ('Use when you need to verify...') with concrete trigger phrases.	5 / 5
Trigger Term Quality	Includes many natural user phrases verbatim ('Verify performance fix', 'Verify the memory', 'Verify the threading', 'Compare before and after profiling results'), covering common variations a user would actually say.	5 / 5
Distinctiveness Conflict Risk	A clear niche (Java profiling verification, step 4 of a workflow) with minimal conflict risk, though trigger phrases like 'Verify the memory'/'Verify the threading' could overlap with other Java profiling skills.	4 / 5
	Total	19 / 20 Passed

Validation

100%

Warnings & errors only

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: jabrena/plinth
Path: skills/164-java-profiling-verify/SKILL.md
Commit: 05bf9d1

Reviewed: 1 minute ago

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