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.
94
92%
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 a strong skill description that clearly defines its scope around enterprise Spring Boot 3.x development with specific capabilities and explicit trigger guidance. It uses appropriate third-person voice, includes rich natural trigger terms that developers would use, and carves out a distinct niche that minimizes conflict with other skills. The description is well-structured with both 'Use when' and 'Invoke to' clauses providing comprehensive guidance.
| 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 WebFlux endpoints, optimize JPA queries, configure Spring Security, resolve auth issues) and 'when' (opens with explicit 'Use when building, configuring, or debugging enterprise Java applications...' and 'Invoke to...' clauses). | 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, async processing. These are terms developers naturally use when seeking help. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with a clear niche: Spring Boot 3.x, WebFlux, JPA, Spring Security with OAuth2/JWT, and cloud-native Spring applications. Unlikely to conflict with generic Java or web development skills due to the specific framework and version targeting. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-structured enterprise Java skill with strong actionability through executable code examples and excellent workflow clarity with explicit validation checkpoints and feedback loops. The progressive disclosure via the reference table is exemplary. Minor conciseness issues include the redundant Knowledge Reference section and some generic guidance in the Output Templates that Claude wouldn't need.
Suggestions
Remove the 'Knowledge Reference' section at the bottom—it's just a technology list that adds no actionable value and wastes tokens.
Consider trimming the 'Output Templates' section, as Claude already knows how to structure Java deliverables; or replace it with a concrete example of the expected output structure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Generally efficient but includes some unnecessary elements like the 'Knowledge Reference' section at the bottom which just lists technologies Claude already knows, and the introductory sentence restates the description. The code examples are well-chosen but the output templates section is somewhat generic guidance Claude doesn't need. | 2 / 3 |
Actionability | Provides fully executable, copy-paste ready code examples for WebFlux endpoints, JPA repositories, and Spring Security configuration. Concrete Maven/Gradle commands are specified for verification steps, and specific file paths (e.g., JaCoCo report location) are included. | 3 / 3 |
Workflow Clarity | The core workflow has clear sequencing with explicit validation checkpoints at steps 4, 5, and 6. Each validation step includes specific commands to run, what to check on failure, and feedback loops (fix and re-run). The coverage threshold check with JaCoCo report path is a strong verification checkpoint. | 3 / 3 |
Progressive Disclosure | Excellent use of a reference table with clear 'Load When' conditions pointing to one-level-deep reference files. The main skill provides a concise overview with actionable examples while deferring detailed guidance to topic-specific reference files. | 3 / 3 |
Total | 11 / 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
3d95bb1
- Reviewed
Table of Contents
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