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frontend-maestro

Orchestrates macro-level UI architecture, complex Jetpack Compose structures, and screen-to-screen flows. Use this skill to implement adaptive layouts (WindowSizeClass), migrate to type-safe Navigation Compose graphs, design cross-module Design Systems, wire complex screen-level state (MVI/MVVM), or orchestrate deep links and multi-screen workflows.

68

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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 orchestration skill with a clear sequenced workflow, concrete commands and APIs, and clean organization. It would benefit from an explicit validation feedback loop and a concrete code/template example for the structural patterns.

Suggestions

Add an explicit fix-and-retry loop in the VERIFY step (e.g., 'If lint/test fails, fix and re-run until green before presenting the PR') to reach the top workflow_clarity anchor.

Include one small copy-paste code template (e.g., a type-safe NavKey serialization route or a WindowSizeClass adaptive branch) in the Examples to lift actionability to fully executable.

Tighten the journaling-rules paragraph and philosophy maxims slightly to remove guidance a competent Compose agent already infers.

DimensionReasoningScore

Conciseness

Lean and assumes Claude's competence (references NavKey, NavDisplay, rememberViewModelStoreNavEntryDecorator without explanation), but the journaling-rules paragraph and the philosophy maxims could be trimmed slightly.

4 / 5

Actionability

Concrete executable commands (./gradlew ktfmtFormat, lintDebug, testDebugUnitTest), exact APIs, specific dp/prefix rules give highly actionable guidance; the descriptive 'Examples' scenarios lack copy-paste code templates, leaving a minor gap.

4 / 5

Workflow Clarity

A clear PROFILE→SELECT→ORCHESTRATE→VERIFY→PRESENT sequence with validation in VERIFY (ktfmtFormat, no-crash check, tests) and the 'before creating a PR' constraint, but no explicit fix-and-retry feedback loop on validation failure.

4 / 5

Progressive Disclosure

Well-organized into Goal/Constraints/Instructions/Examples sections, self-contained at ~50 lines with no bundle files, and no nested external detail references — appropriate structure for a workflow skill.

5 / 5

Total

17

/

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 both capability and trigger conditions with concrete Compose-architecture actions. Minor keyword variations and slight overlap risk with adjacent Compose skills keep it just below a perfect mark on two dimensions.

DimensionReasoningScore

Specificity

Enumerates five concrete actions — 'implement adaptive layouts (WindowSizeClass)', 'migrate to type-safe Navigation Compose graphs', 'design cross-module Design Systems', 'wire complex screen-level state (MVI/MVVM)', 'orchestrate deep links and multi-screen workflows' — giving comprehensive coverage of the macro-frontend domain.

5 / 5

Completeness

Explicitly answers 'what' ('Orchestrates macro-level UI architecture, complex Jetpack Compose structures, and screen-to-screen flows') and 'when' ('Use this skill to implement...') with concrete trigger phrases, satisfying the top anchor.

5 / 5

Trigger Term Quality

Strong natural keywords a Compose developer would say (WindowSizeClass, Navigation Compose, type-safe navigation, Design Systems, MVI/MVVM, deep links) with synonym pairs, but a few natural variations (e.g. foldables, NavHost, Compose Multiplatform) are absent and file-extension-style triggers do not apply here.

4 / 5

Distinctiveness Conflict Risk

The 'macro-level' framing carves a clear niche distinct from micro-UX skills, but the broad Compose-architecture territory carries minor overlap risk with closely related frontend/Compose skills.

4 / 5

Total

18

/

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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