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implement

Implements use cases across a Spring Boot + Spring Data JPA backend (flat single-module or hexagonal/ports-and-adapters multi-module) and an Angular frontend wired to that API. Use when the user asks to "implement a use case", "build the API", "create a REST endpoint", "write the data access layer", "build the Angular page/component", or mentions Spring Boot, JPA/Hibernate entities, hexagonal architecture, ports and adapters, or an Angular frontend calling a Java backend.

93

1.00x
Quality

91%

Does it follow best practices?

Impact

100%

1.00x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is ai-unified-process/aiup-angular-jpa

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.

A detailed, highly actionable implementation skill with concrete full-stack code examples and a clear sequenced workflow including compile/build validation. It is mostly token-efficient and uses a clean one-level reference, with only minor room to tighten prose and factor out long code listings.

Suggestions

Add an explicit validate→fix→retry feedback loop in the Workflow (e.g., 'if `ng build` or module compilation fails, fix the reported errors and re-run before proceeding') to lift workflow_clarity.

Consider moving the long Pattern A code walkthrough into a reference file (e.g. `references/hexagonal-pattern.md`) and keeping SKILL.md as a tighter overview, improving progressive_disclosure and conciseness.

Trim the prompt-injection preamble and split-architecture disambiguation to the essential directive to recover a few tokens without losing the safety guidance.

DimensionReasoningScore

Conciseness

The body is mostly high-signal — directives (DO NOT, Workflow, Instructions) and concrete code rather than explanations of concepts Claude already knows — with only minor trimmable spots such as the prompt-injection preamble and the split-architecture disambiguation.

4 / 5

Actionability

Provides fully executable, copy-paste-ready Java and TypeScript examples with real package paths, plus concrete commands (`ng build`) and specific file locations; the RoomType walkthrough covers the common end-to-end cases.

5 / 5

Workflow Clarity

A clear 7-step sequence with explicit validation checkpoints (compile at each module boundary in dependency order, `ng build`, confirm backend/frontend JSON-shape agreement), but it lacks an explicit validate→fix→retry feedback loop for build failures.

4 / 5

Progressive Disclosure

Good section structure with one well-signaled, one-level-deep reference (`references/module-layout.md`, a real file) linked repeatedly; however substantial Pattern A/B code is inlined in SKILL.md that could arguably live in a separate reference, leaving minor organization gaps.

4 / 5

Total

17

/

20

Passed

Description

100%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.

A precise, third-person description that concretely states what the skill does and when to invoke it, with strong natural trigger terms and a distinct full-stack niche. No vague fluff or over-claims.

DimensionReasoningScore

Specificity

Names the full-stack domain ('Spring Boot + Spring Data JPA backend... and an Angular frontend') and lists multiple concrete actions ('build the API', 'create a REST endpoint', 'write the data access layer', 'build the Angular page/component'), giving comprehensive coverage.

5 / 5

Completeness

Explicitly answers both 'what' (implements use cases across the Spring Boot/JPA backend and Angular frontend) and 'when' via a concrete 'Use when the user asks to...' clause with multiple trigger phrases.

5 / 5

Trigger Term Quality

Includes natural phrases users would say ('implement a use case', 'build the API', 'create a REST endpoint', 'write the data access layer') plus synonyms and tech tokens (Spring Boot, JPA/Hibernate, hexagonal architecture, ports and adapters, Angular frontend calling a Java backend).

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche — full-stack Spring Boot + JPA + Angular use-case implementation with hexagonal-aware pattern detection — with distinct triggers and minimal overlap risk against narrower single-side skills.

5 / 5

Total

20

/

20

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 suspicious

Warning

Total

15

/

16

Passed

Repository
AI-Unified-Process/marketplace
Reviewed

Table of Contents

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