Spring Boot中的JPA/Hibernate实体设计、关系、查询优化、事务、审计、索引、分页和连接池模式。
76
64%
Does it follow best practices?
Impact
96%
1.09xAverage score across 3 eval scenarios
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./docs/zh-CN/skills/jpa-patterns/SKILL.mdQuality
Discovery
50%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 excels at listing specific technical capabilities within the JPA/Hibernate domain and has a clear, distinct niche. However, it critically lacks any 'Use when...' guidance to help Claude know when to select this skill, and could benefit from additional natural language trigger terms beyond the technical jargon.
Suggestions
Add a 'Use when...' clause with explicit triggers, e.g., 'Use when the user asks about database entities, ORM configuration, Hibernate queries, or Spring Data JPA.'
Include common natural language variations users might say: 'database mapping', 'entity relationships', 'lazy loading', 'N+1 queries', 'repository patterns'
Consider adding English equivalents of key terms since users may mix languages when asking technical questions
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and connection pooling patterns. These are all concrete, actionable capabilities. | 3 / 3 |
Completeness | Describes what the skill does (JPA/Hibernate patterns) but completely lacks a 'Use when...' clause or any explicit trigger guidance. Per rubric guidelines, missing explicit trigger guidance caps completeness at 2, and this has no 'when' component at all. | 1 / 3 |
Trigger Term Quality | Includes relevant technical terms like 'JPA', 'Hibernate', 'Spring Boot' that users would mention, but lacks common variations or natural language triggers like 'database', 'ORM', 'persistence', or English equivalents that users might also use. | 2 / 3 |
Distinctiveness Conflict Risk | Very specific niche targeting Spring Boot JPA/Hibernate patterns. The combination of framework (Spring Boot) and technology (JPA/Hibernate) with specific sub-topics creates clear distinctiveness from general database or Java skills. | 3 / 3 |
Total | 9 / 12 Passed |
Implementation
79%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-crafted JPA/Hibernate skill that efficiently covers essential patterns with executable code examples. The content respects Claude's intelligence and provides actionable guidance across multiple domains. Minor improvements could include explicit validation workflows for migrations/batch operations and better progressive disclosure for the breadth of topics covered.
Suggestions
Add explicit validation workflow for migrations: e.g., '1. Write migration 2. Run flyway:validate 3. If errors, fix 4. Run flyway:migrate'
Consider splitting detailed topics (caching strategies, batch processing patterns) into referenced files to improve progressive disclosure
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Content is lean and efficient, assuming Claude's competence with JPA/Hibernate concepts. No unnecessary explanations of what entities or repositories are - jumps straight to patterns and code. | 3 / 3 |
Actionability | Provides fully executable Java code examples throughout - entity definitions, repository interfaces, queries, configuration properties. All examples are copy-paste ready with proper annotations and syntax. | 3 / 3 |
Workflow Clarity | Content covers multiple topics well but lacks explicit validation checkpoints. For example, the migration section mentions using Flyway/Liquibase but doesn't provide a validate-then-apply workflow. The testing section mentions logging assertions but no explicit verification steps. | 2 / 3 |
Progressive Disclosure | Content is well-organized with clear section headers, but everything is inline in one file. For a comprehensive skill covering entities, repositories, transactions, caching, migrations, and testing, some topics (like caching strategies or migration patterns) could benefit from references to separate detailed files. | 2 / 3 |
Total | 10 / 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.
ae2cadd
Table of Contents
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.