java-architect
Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, 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.
99
100%
Does it follow best practices?
Impact
95%
1.37xAverage score across 3 eval scenarios
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 an excellent skill description that clearly defines its scope within the Spring Boot ecosystem. It provides specific capabilities, uses natural developer terminology, and explicitly states both when to use it and what it does. The description is well-structured with distinct trigger phrases that would help Claude accurately select this skill for Spring-related tasks.
| 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'. These are precise, actionable capabilities. | 3 / 3 |
Completeness | Explicitly answers both what (implement WebFlux endpoints, optimize JPA queries, configure Spring Security, resolve authentication issues) AND when ('Use when building, configuring, or debugging enterprise Java applications...'). The 'Use when' and 'Invoke to' clauses provide clear trigger guidance. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural terms users would say: 'Spring Boot 3.x', 'microservices', 'reactive programming', 'WebFlux', 'JPA queries', 'Spring Security', 'OAuth2/JWT', 'cloud-native'. These are terms developers naturally use when seeking help. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with clear niche: specifically targets Spring Boot 3.x, WebFlux, JPA, and Spring Security. The combination of enterprise Java, reactive programming, and specific Spring ecosystem components creates a unique fingerprint unlikely to conflict with generic Java or web development 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, clear multi-step workflows with validation checkpoints and error recovery paths, and well-organized progressive disclosure through a reference table. The constraints section with MUST DO/MUST NOT DO lists adds valuable guardrails without being verbose.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient, avoiding explanations of concepts Claude already knows. Every section serves a purpose with no padding or unnecessary context about what Spring Boot or Java are. | 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 actionable. | 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 success criteria. | 3 / 3 |
Progressive Disclosure | Well-structured with a clear reference table pointing to topic-specific files with 'Load When' guidance. Content is appropriately split between overview and detailed references at 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
- jeffallan/claude-skills
- Commit
5b76101
- Reviewed
Table of Contents
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