perf-profiler

Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.

Quality

82%

Does it follow best practices?

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Adds up to 20 points to the overall score

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Securityby

Passed

No findings from the security scan

Quality

Content

65%

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

The body is commendably concise and well-organized, but its guidance stays at the level of rules and placeholder templates rather than executable commands, lacks a sequenced workflow with validation checkpoints, and points to a referenced file that is absent from the bundle.

Suggestions

Add at least one concrete, copy-paste-ready profiling example (e.g., `perf record -F 99 -g -- ./app` or an `async-profiler` invocation) so actionability reaches executable guidance rather than placeholders.

Sequence the work as explicit numbered steps with a validation checkpoint before producing artifacts (e.g., verify debug symbols resolved and the flame graph is non-empty), giving a clear feedback loop.

Either create `docs/perf-requirements.md` in the bundle or remove the dangling reference so the canonical-contract link actually resolves.

Dimension	Reasoning	Score
Conciseness	The ~25-line body is lean and assumes Claude's competence, with no concept-explaining padding; every section earns its place (rules, output format, constraints).	3 / 3
Actionability	The "Required Rules" are guidance rather than executable commands, and the output format uses placeholders like "<profiler>" and "file:line - reason"; there is no copy-paste-ready profiling command or code example, so guidance is concrete but incomplete.	2 / 3
Workflow Clarity	The rules form an unordered checklist rather than a sequenced workflow, and there is no explicit validation/feedback checkpoint after profiling (e.g., confirm symbols resolved or the flame graph is non-empty), leaving checkpoints implicit.	2 / 3
Progressive Disclosure	The body is well-sectioned, but it references "docs/perf-requirements.md" as the canonical contract and no such file exists in the bundle, so the one-level reference does not resolve and navigation is broken.	2 / 3
	Total	9 / 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, well-constructed description that names concrete actions, includes an explicit "Use when" trigger, and occupies a distinctive niche. It avoids vague fluff and over-claims while covering the natural terms a user would say.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — "profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence" — matching the anchor for listing several specific concrete actions rather than just naming a domain.	3 / 3
Completeness	The explicit "Use when…" clause answers when, and the enumerated actions answer what, satisfying the anchor for clearly answering both what AND when with explicit triggers.	3 / 3
Trigger Term Quality	Natural domain terms a user would actually say ("profiling", "flame graphs", "JFR", "perf", "CPU/memory hot paths") with good coverage, and the explicit "Use when" clause signals the trigger clearly.	3 / 3
Distinctiveness Conflict Risk	It carves a clear niche (performance profiling via flame graphs/JFR/perf) with distinct triggers unlikely to overlap with unrelated skills.	3 / 3
	Total	12 / 12 Passed

Validation

93%

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 — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: composio-community/awesome-claude-plugins
Path: perf/skills/profile/SKILL.md
Commit: e521f7a

Reviewed: about 12 hours ago

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