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springboot-patterns

Spring Boot架构模式、REST API设计、分层服务、数据访问、缓存、异步处理和日志记录。用于Java Spring Boot后端工作。

91

1.53x
Quality

Does it follow best practices?

Impact

100%

1.53x

Average score across 6 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

72%

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, offering executable Spring Boot code across all topics in a well-organized single file. The main gaps are duplicated verbose security commentary that hurts token efficiency and the absence of explicit validation workflows for risky operations.

Suggestions

De-duplicate the rate-limiting security guidance: keep the inline prose list OR the SECURITY comment block, not both, to reclaim tokens.

Add explicit validation/feedback steps for risky operations (e.g. verify forwarded-header configuration is active before trusting getRemoteAddr(); confirm retry backoff does not block scheduled threads).

DimensionReasoningScore

Conciseness

Lean section headers and executable code assume Claude's competence with no basic-concept padding, but the rate-limiting section restates the X-Forwarded-For security warning twice (a prose block plus a large duplicated SECURITY comment), so not every token earns its place.

2 / 3

Actionability

Each section provides complete, executable Java with concrete annotations (@RestController, @Transactional, @Cacheable, @Async) that is copy-paste ready, matching the 'fully executable code/commands' anchor.

3 / 3

Workflow Clarity

Content is well-organized by topic with an activation section, but as a pattern reference it has no sequenced multi-step workflow or explicit validation checkpoints for the risky operations (rate limiting, retry), fitting the 'sequence present but checkpoints missing' level.

2 / 3

Progressive Disclosure

A single self-contained file with clean, clearly-headed sections and no nested external references, so navigation is easy and there is no monolithic wall or 2+ level reference chain.

3 / 3

Total

10

/

12

Passed

Description

85%

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 complete, naming concrete Spring Boot capabilities and including an explicit use-when trigger for a distinct niche. Its main weakness is trigger-term coverage, which omits several natural keyword variations a user might say.

Suggestions

Expand trigger terms to include common variations users actually say, e.g. 'Spring MVC', 'WebFlux', 'Spring Data JPA', 'Kafka', and 'Spring 事件驱动'.

Keep the explicit 'Use when...' trigger but pair it with a couple of concrete phrasing examples (e.g. 'building a Spring REST API') to strengthen natural-language matching.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities: '架构模式、REST API设计、分层服务、数据访问、缓存、异步处理和日志记录', matching the 'lists multiple specific concrete actions' anchor rather than the partial 'names domain and some actions' level.

3 / 3

Completeness

Explicitly answers both what (the capability list) and when via the trigger clause '用于Java Spring Boot后端工作', satisfying the 'clearly answers both what AND when with explicit triggers' anchor.

3 / 3

Trigger Term Quality

Has relevant natural keywords ('Spring Boot', 'Java Spring Boot后端', 'REST API') but misses common variations users would say (Spring MVC, WebFlux, JPA, Kafka), fitting the 'some relevant keywords but missing common variations' anchor.

2 / 3

Distinctiveness Conflict Risk

Targets a clear niche (Java Spring Boot backend) with distinct triggers, making it unlikely to fire for unrelated skills, matching the 'clear niche with distinct triggers' anchor.

3 / 3

Total

11

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
affaan-m/everything-claude-code
Reviewed

Table of Contents

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