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springboot-patterns

Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.

85

1.17x
Quality

78%

Does it follow best practices?

Impact

93%

1.17x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./docs/ja-JP/skills/springboot-patterns/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%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 body is a dense, actionable Spring Boot patterns catalog with executable Java examples across all claimed capability areas and clear section organization. Its main weakness is minor verbosity from duplicated security guidance and an all-inlined structure with no external references.

Suggestions

De-duplicate the X-Forwarded-For security guidance: keep the detailed proxy-configuration steps in one place (the code comment) and reference it from the prose, or vice versa.

Consider moving the observability, production defaults, and rate-limiting sections into a short reference file linked from SKILL.md to improve progressive disclosure and reduce the inline footprint.

Add a brief "Quick start" or ordering cue at the top so readers know the intended sequence for applying these patterns in a new service.

DimensionReasoningScore

Conciseness

The body is mostly lean code with brief section intros and assumes Spring Boot competence, but the rate-limit security guidance is duplicated between the prose note and the inline code comment, which could be trimmed.

4 / 5

Actionability

Executable, copy-paste-ready Java code spans the common cases (controllers, JPA repos, transactional services, DTOs/validation, exception handling, caching, async, logging, filters, pagination, retry, rate limiting), covering the breadth of the skill.

5 / 5

Workflow Clarity

Sections are clearly organized by pattern with coherent structure and the retry example embodies a feedback loop, but as a patterns catalog it lacks explicit multi-step validation checkpoints typical of destructive/batch workflows.

4 / 5

Progressive Disclosure

Content is well-organized into clearly headed navigable sections; however everything is inlined in a ~300-line SKILL.md with no one-level-deep references, so some bulk (e.g. observability or rate-limit details) could be split out.

4 / 5

Total

17

/

20

Passed

Description

75%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 concise, third-person, and clearly states both what the skill covers and when to use it, with concrete Spring Boot capability areas. It stops short of the top anchor by lacking more explicit trigger phrases and synonym coverage.

Suggestions

Expand the "Use for" clause with concrete trigger phrases a user would actually say, e.g. "Use for Java Spring Boot backend work: REST controllers, JPA repositories, service-layer transactions, caching, async tasks, or logging setup."

Add natural synonyms and file/extension cues (e.g. ".java", Spring Data JPA, Spring MVC) to broaden trigger-term coverage.

Name a few concrete actions ("design REST endpoints", "configure caching", "add async handlers") instead of only topic areas to lift specificity.

DimensionReasoningScore

Specificity

Enumerates several concrete capability areas ("REST API design, layered services, data access, caching, async processing, and logging") rather than vague abstractions, though they are domain topics more than discrete actions, leaving minor coverage gaps.

4 / 5

Completeness

A clear "what" (architecture patterns, REST API design, layered services, etc.) and an explicit "when" ("Use for Java Spring Boot backend work") are both present; the trigger clause could be more specific with concrete phrases.

4 / 5

Trigger Term Quality

Natural user-facing terms like "Spring Boot", "REST API", "caching", "async processing", and "Java Spring Boot backend" are present and recognizable, though a few synonyms or related terms are missing.

4 / 5

Distinctiveness Conflict Risk

The Java Spring Boot backend niche is reasonably distinct with minimal conflict risk, though broad topic terms like data access, caching, and logging could overlap with general Java backend skills.

4 / 5

Total

16

/

20

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
affaan-m/ECC
Reviewed

Table of Contents

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