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common-performance-engineering

Enforce universal standards for high-performance development. Use when profiling bottlenecks, reducing latency, fixing memory leaks, improving throughput, or optimizing algorithm complexity in any language.

71

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

A concise, well-organized standards skill with a clear profile-then-verify workflow and proper progressive disclosure via a real reference file. The main gap is actionability: the body offers directives and named patterns but defers all executable code to the reference, so it lacks copy-paste examples inline.

Suggestions

Add one or two short inline executable snippets in the body (e.g., a memoization or caching one-liner) so guidance is copy-paste ready without opening the reference.

Remove or use the unreferenced placeholder references/example.md ("Move large code blocks here"), which is not linked from the body and adds clutter to the bundle.

DimensionReasoningScore

Conciseness

The body is lean and terse, using compact bullets with no padded explanation of concepts Claude already knows; every line delivers a directive or named pattern.

3 / 3

Actionability

The body gives specific, named guidance (e.g., "Protobuf, JSON minification", "gzip/br", "Set for lookups", "O(1) or O(n)") but no inline executable code examples — concrete code lives only in the referenced file, leaving the body's guidance directive rather than copy-paste ready.

2 / 3

Workflow Clarity

The Workflow section sequences Baseline → Identify → Fix → Verify, and the Verify step ("Re-profile to confirm improvement and check for regressions") provides an explicit validation/feedback checkpoint.

3 / 3

Progressive Disclosure

The body is an organized overview that signals a single one-level-deep reference ("See [implementation examples](references/implementation.md)"), which is a real file, keeping navigation shallow and clear.

3 / 3

Total

11

/

12

Passed

Description

92%

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-structured description that answers what and when with concrete actions and natural trigger terms. Its main weakness is the broad "universal / any language" positioning, which raises overlap risk with more specialized performance skills.

Suggestions

Narrow the scope or add a distinguishing qualifier (e.g., "language-agnostic cross-cutting standards") to reduce overlap with language-specific performance skills.

Consider adding a couple of colloquial trigger variants (e.g., "speed up", "slow code", "make it faster") that users commonly say alongside the technical terms.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — "profiling bottlenecks, reducing latency, fixing memory leaks, improving throughput, or optimizing algorithm complexity" — matching the anchor for listing several specific actions rather than naming only a domain and some actions.

3 / 3

Completeness

It states what ("Enforce universal standards for high-performance development") and gives an explicit when clause ("Use when profiling bottlenecks, reducing latency, fixing memory leaks, improving throughput, or optimizing algorithm complexity in any language"), satisfying both required elements.

3 / 3

Trigger Term Quality

Terms like "profiling bottlenecks", "reducing latency", "memory leaks", "throughput", and "optimizing algorithm complexity" are natural phrases a user would say when requesting performance work, giving good keyword coverage.

3 / 3

Distinctiveness Conflict Risk

The triggers are reasonably distinct, but the framing "universal standards" and "in any language" is broad and could overlap with language-specific performance skills, so it does not clearly occupy an unambiguous niche.

2 / 3

Total

11

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

Total

14

/

16

Passed

Repository
HoangNguyen0403/agent-skills-standard
Reviewed

Table of Contents

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