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jbvc/mobile-developer

Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization. Use PROACTIVELY for mobile features, cross-platform code, or app optimization.

49

Quality

49%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

Overview
Quality
Evals
Security
Files

Quality

Discovery

67%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is reasonably well-structured with an explicit 'Use... for' clause and names specific frameworks, giving it decent completeness. However, it leans toward listing expertise areas rather than concrete actions the skill performs, and uses the word 'Masters' which is more of a self-promotional claim than a functional description. Adding more natural trigger terms (iOS, Android) and converting topic areas into specific actions would strengthen it.

Suggestions

Replace vague expertise claims like 'Masters cross-platform development' with concrete actions such as 'Scaffolds cross-platform projects, implements native device integrations, configures offline data sync'.

Add common user-facing trigger terms like 'iOS', 'Android', 'mobile UI', 'push notifications', 'App Store', 'Google Play', '.apk', '.ipa' to improve keyword coverage.

DimensionReasoningScore

Specificity

Names the domain (mobile app development) and mentions some actions/areas like 'cross-platform development, native integrations, offline sync, and app store optimization,' but these are more like topic areas than concrete actions. 'Develop' is a concrete verb, but the rest reads more like a feature list of expertise rather than specific operations the skill performs.

2 / 3

Completeness

Clearly answers both 'what' (develop React Native/Flutter/native mobile apps with modern architecture, cross-platform development, native integrations, offline sync, ASO) and 'when' ('Use PROACTIVELY for mobile features, cross-platform code, or app optimization'). The explicit 'Use... for' clause provides clear trigger guidance.

3 / 3

Trigger Term Quality

Includes relevant keywords like 'React Native', 'Flutter', 'mobile apps', 'cross-platform', 'app store optimization', and 'offline sync' which users might naturally mention. However, it misses common variations like 'iOS', 'Android', 'APK', 'mobile UI', 'push notifications', 'responsive', or '.apk/.ipa' file types that users would commonly say.

2 / 3

Distinctiveness Conflict Risk

The mobile-specific focus with named frameworks (React Native, Flutter) provides reasonable distinctiveness, but terms like 'modern architecture patterns' and 'app optimization' are broad enough to potentially overlap with general web development or performance optimization skills. The 'cross-platform code' trigger could also conflict with other cross-platform tools.

2 / 3

Total

9

/

12

Passed

Implementation

7%

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

This skill content is essentially a persona description and capability catalog rather than an actionable skill file. It lists hundreds of technologies and concepts Claude already knows without providing any concrete code, commands, or specific implementation guidance. The content would benefit enormously from being reduced to a concise overview with executable examples and clear workflows, with detailed references split into separate files.

Suggestions

Replace the extensive capability bullet lists with 2-3 concrete, executable code examples for the most common tasks (e.g., setting up a React Native project with New Architecture, implementing offline sync in Flutter).

Add specific workflow sequences with validation checkpoints for key multi-step processes like 'migrating to React Native New Architecture' or 'setting up CI/CD for app store deployment'.

Remove the 'Behavioral Traits', 'Knowledge Base', and 'Example Interactions' sections entirely—these describe what Claude already knows and waste tokens.

Move the detailed technology lists into referenced resource files and keep SKILL.md as a lean overview with quick-start guidance and clear navigation to those resources.

DimensionReasoningScore

Conciseness

Extremely verbose with extensive lists of technologies, concepts, and capabilities that Claude already knows. The content reads like a resume or capability catalog rather than actionable instructions. Sections like 'Capabilities', 'Behavioral Traits', 'Knowledge Base', and 'Example Interactions' are padded with information Claude inherently possesses as an LLM.

1 / 3

Actionability

No concrete code examples, no executable commands, no specific implementation patterns. The entire skill is abstract descriptions and bullet-point lists of topics. The 'Response Approach' section gives vague steps like 'Assess platform requirements' without any concrete guidance on how to do so.

1 / 3

Workflow Clarity

The 'Response Approach' section lists 8 high-level steps but they are vague and lack validation checkpoints, error recovery, or concrete sequencing. No workflow for any specific mobile development task is clearly defined. There are no feedback loops for destructive or complex operations.

1 / 3

Progressive Disclosure

There is a single reference to 'resources/implementation-playbook.md' for detailed examples, which is a good signal. However, the main file is a monolithic wall of bullet-point lists that should be split into separate reference files. The massive inline content overwhelms the overview purpose of SKILL.md.

2 / 3

Total

5

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

Total

10

/

11

Passed

Reviewed

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