Use when you need to use Spring Data JDBC with Java records — including entity design with records, repository pattern, immutable updates, aggregate relationships, custom queries, transaction management, and avoiding N+1 problems. Part of the skills-for-java project
94
92%
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 clearly identifies a specific technical niche (Spring Data JDBC with Java records) and lists comprehensive capabilities. It includes an explicit 'Use when' trigger clause and uses natural developer terminology. The only minor issue is the trailing project attribution which adds no selection value.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'entity design with records, repository pattern, immutable updates, aggregate relationships, custom queries, transaction management, and avoiding N+1 problems' - these are all concrete, specific capabilities. | 3 / 3 |
Completeness | Explicitly answers both what (entity design, repository pattern, immutable updates, etc.) AND when ('Use when you need to use Spring Data JDBC with Java records'). The 'Use when' clause is present and clear. | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'Spring Data JDBC', 'Java records', 'repository pattern', 'N+1 problems', 'custom queries', 'transaction management' - these are terms developers naturally use when working in this domain. | 3 / 3 |
Distinctiveness Conflict Risk | Very specific niche: the combination of 'Spring Data JDBC' with 'Java records' is highly distinctive. Unlikely to conflict with general Java skills, Spring Boot skills, or other database skills due to the specific technology pairing. | 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 skill demonstrates strong organization with excellent progressive disclosure and workflow clarity. The constraints section provides a clear, safe workflow with explicit validation steps. However, the skill lacks any concrete code examples, deferring all implementation details to the reference file, which reduces its standalone actionability.
Suggestions
Add at least one concrete code example showing a record-based entity with @Table and a corresponding repository interface to make the skill immediately actionable
Include a brief example of the immutable update pattern (with* helper method) since this is a key concept mentioned in the coverage list
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is lean and efficient, providing a clear bullet-point overview of what's covered without explaining concepts Claude already knows (like what Spring Data JDBC is or how records work). Every section serves a purpose. | 3 / 3 |
Actionability | The skill provides clear constraints with specific commands (./mvnw compile, mvn clean verify) but lacks concrete code examples. All actual implementation guidance is deferred to the reference file, making the skill itself more of a pointer than executable guidance. | 2 / 3 |
Workflow Clarity | The workflow is clearly sequenced with explicit validation checkpoints: compile before changes, stop if compilation fails, verify after changes. The MANDATORY/SAFETY/VERIFY structure makes the sequence unambiguous. | 3 / 3 |
Progressive Disclosure | Excellent structure with a concise overview, clear scope definition, and a single well-signaled reference to detailed documentation. The one-level-deep reference pattern is properly implemented. | 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.
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Table of Contents
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