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architecture-overclock

Resolves deep, structural performance bottlenecks in the Kotlin Android codebase. Use this skill for macro-level improvements like fixing Room N+1 relation queries, optimizing complex multi-measure Compose layouts, implementing Paging 3, refactoring massive UiState classes, or resolving background StateFlow collection battery drains.

69

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

75%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-structured, mostly lean instruction skill with a clear sequenced workflow, concrete gradle commands, and explicit always/ask/never guardrails. It could be tightened by trimming metaphorical language and adding an explicit verify-fix-retry loop.

Suggestions

Add an explicit feedback loop in VERIFY (e.g., 'if tests fail or race conditions appear, fix and re-run before proceeding') to reach anchor 5 for workflow clarity.

Trim florid philosophy lines like 'You don't just patch the engine; you rebuild the transmission.' to improve token efficiency.

Include one short executable code or before/after snippet for a representative optimization (e.g., N+1 → @Relation) to strengthen actionability.

DimensionReasoningScore

Conciseness

Mostly efficient and assumes Claude's competence, but florid metaphors ('you rebuild the transmission') and some philosophy bullets could be trimmed without losing meaning.

4 / 5

Actionability

Provides concrete commands ('./gradlew ktfmtFormat', 'testDebugUnitTest', 'lintDebug') and specific API patterns (shareIn, stateIn, repeatOnLifecycle), though it lacks full copy-paste code blocks typical of anchor 5.

4 / 5

Workflow Clarity

A clear five-step sequence (PROFILE/SELECT/OVERCLOCK/VERIFY/PRESENT) with validation checkpoints and an abort condition, but the VERIFY step lacks an explicit fix-and-retry feedback loop.

4 / 5

Progressive Disclosure

Well-organized into clear sections with a single clearly-signaled external reference (.jules/overclock.md); no bundle files exist, and all content lives inline in a tidy ~60-line body.

4 / 5

Total

16

/

20

Passed

Description

92%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 both the capability and explicit usage triggers in third person. It names concrete Android performance actions rather than vague fluff, making it highly distinct and actionable.

DimensionReasoningScore

Specificity

Lists multiple concrete actions—'fixing Room N+1 relation queries', 'optimizing complex multi-measure Compose layouts', 'implementing Paging 3', 'refactoring massive UiState classes', 'resolving background StateFlow collection battery drains'—giving comprehensive coverage of the domain.

5 / 5

Completeness

Explicitly answers what ('Resolves deep, structural performance bottlenecks in the Kotlin Android codebase') and when ('Use this skill for macro-level improvements like...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Strong domain-natural terms ('Room N+1', 'Compose layouts', 'Paging 3', 'StateFlow collection battery drains') that an Android developer would say, but a few common synonyms or phrasings are missing.

4 / 5

Distinctiveness Conflict Risk

Carves a clear niche—macro-level/architecture performance work in Kotlin Android—with distinct triggers and minimal overlap risk against general micro-optimization skills.

5 / 5

Total

19

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
nekomangaorg/Neko
Reviewed

Table of Contents

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