java-architect
Use when building, configuring, or debugging enterprise Java applications with Spring Boot, microservices, or reactive programming. Invoke to implement WebFlux endpoints, optimize JPA queries and database performance, configure Spring Security with OAuth2/JWT, or resolve authentication issues and async processing challenges in cloud-native Spring applications.
100
100%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
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.
This is a strong skill description that excels across all dimensions. It provides specific concrete actions, uses natural terminology that developers would actually search for, clearly states both what the skill does and when to use it, and has a distinct focus on the Spring ecosystem that minimizes conflict with other skills.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'implement WebFlux endpoints', 'optimize JPA queries and database performance', 'configure Spring Security with OAuth2/JWT', 'resolve authentication issues and async processing challenges'. | 3 / 3 |
Completeness | Clearly answers both what (implement endpoints, optimize queries, configure security, resolve issues) AND when ('Use when building, configuring, or debugging enterprise Java applications...', 'Invoke to...'). Has explicit trigger guidance. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural terms users would say: 'Spring Boot', 'microservices', 'reactive programming', 'WebFlux', 'JPA queries', 'Spring Security', 'OAuth2/JWT', 'cloud-native', 'authentication issues'. | 3 / 3 |
Distinctiveness Conflict Risk | Very clear niche targeting Spring Boot/Spring ecosystem specifically with distinct triggers like 'WebFlux', 'JPA', 'Spring Security', 'OAuth2/JWT' that wouldn't conflict with general Java or other framework skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is an excellent skill file that demonstrates best practices across all dimensions. It provides concrete, executable code examples while maintaining token efficiency, includes clear workflows with validation checkpoints and error recovery paths, and uses progressive disclosure effectively through a well-organized reference table. The constraints section clearly delineates MUST DO and MUST NOT DO behaviors.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient, assuming Claude's competence with Java/Spring concepts. No unnecessary explanations of what Spring Boot or JPA are—it jumps straight to actionable patterns and code. | 3 / 3 |
Actionability | Provides fully executable, copy-paste ready code examples for WebFlux endpoints, JPA repositories, and Security configuration. Commands like `./mvnw verify` are specific and concrete. | 3 / 3 |
Workflow Clarity | The 6-step core workflow includes explicit validation checkpoints with feedback loops (e.g., 'If integration tests fail: review Hibernate SQL logs, fix queries or mappings, re-run before proceeding'). Each step has clear verification criteria. | 3 / 3 |
Progressive Disclosure | Well-structured with a reference table pointing to topic-specific files with clear 'Load When' guidance. Content is appropriately split between overview and detailed references, all one level deep. | 3 / 3 |
Total | 12 / 12 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.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
- Repository
- piomin/claude-ai-spring-boot
- Commit
d9fda23
- Reviewed
Table of Contents
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