jpa-patterns

JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.

1.28x

Quality

69%

Does it follow best practices?

Impact

98%

1.28x

Average score across 6 eval scenarios

Securityby

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./docs/ja-JP/skills/jpa-patterns/SKILL.md

Quality

Content

80%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is highly actionable with executable, copy-paste-ready JPA patterns and is well-structured and token-efficient for a simple skill. Its main weakness is workflow clarity: it is a topical reference rather than a sequenced process, and batch/migration operations lack explicit validation checkpoints.

Suggestions

For batch writes and Flyway/Liquibase migrations, add explicit validation checkpoints (e.g. verify batch sizes applied, confirm migration success before proceeding) to lift workflow clarity above the cap of 3.

Consider a short sequenced 'design workflow' (model entities -> define repositories -> tune queries -> add indexes -> configure pooling) so the reference doubles as a guided process.

Trim the closing note restatement, which repeats points already made in the sections, to improve token efficiency.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient with tight sections of executable Java and bullet guidance, assuming Claude's knowledge of JPA; only minor phrases like the closing restatement could be trimmed.	4 / 5
Actionability	It provides copy-paste-ready, executable Java annotations, repository methods, queries, pagination, and HikariCP properties covering the common cases, with specific examples throughout.	5 / 5
Workflow Clarity	Content is organized by topic rather than as a sequenced workflow, and destructive/batch operations (batch writes, migrations) lack explicit validation checkpoints, capping this dimension at 3 per the rubric.	3 / 5
Progressive Disclosure	The skill is under 50 lines with no bundle files and is well-organized into clear topical sections, so the simple-skill exception applies and progressive disclosure scores 5.	5 / 5
	Total	17 / 20 Passed

Description

58%Weight 40%Scale 1-5

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 is specific and domain-distinct, listing many concrete JPA/Hibernate capabilities, but it omits any 'Use when...' trigger guidance, which caps completeness. Adding an explicit when-to-use clause would raise the score.

Suggestions

Add an explicit 'Use when...' trigger clause, e.g. 'Use when designing JPA/Hibernate entities, optimizing queries, or configuring Spring Boot data access.'

Include more natural synonyms users might say (e.g. 'ORM', 'Spring Data JPA', 'N+1 queries', 'HikariCP') to improve trigger term coverage.

Keep the third-person voice consistent (it is already correct) while appending the trigger guidance.

Dimension	Reasoning	Score
Specificity	The description names the domain (JPA/Hibernate) and enumerates several concrete actions — entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling — giving specific coverage with only minor gaps.	4 / 5
Completeness	It clearly states what the skill does, but there is no 'Use when...' clause or equivalent explicit trigger guidance, which the rubric caps at 3.	3 / 5
Trigger Term Quality	It surfaces several natural terms a user might say (entity design, query optimization, transactions, pagination), but lacks common synonyms and the explicit Spring Boot / JPA trigger phrasing users would naturally invoke, so coverage is partial.	3 / 5
Distinctiveness Conflict Risk	The JPA/Hibernate in Spring Boot niche is fairly distinct with specific triggers, with only minor overlap risk against generic Spring or database skills.	4 / 5
	Total	14 / 20 Passed

Validation

100%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: affaan-m/ECC
Path: docs/ja-JP/skills/jpa-patterns/SKILL.md
Commit: e04ea0b

Reviewed: 2 days ago

Table of Contents

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