Skill audit report

spring-boot-skill Audit report.

Build Spring Boot 4.x applications following the best practices. Use this skill: * When developing Spring Boot applications using Spring MVC, Spring Data JPA, Spring Modulith, Spring Security * To create recommended Spring Boot package structure * To implement REST APIs, entities/repositories, service layer, modular monoliths * To use Thymeleaf view templates for building web applications * To write tests for REST APIs and Web applications * To write ArchUnit tests for testing architecture * To configure the recommended plugins and configurations to improve code quality, and testing while using Maven. * To use Spring Boot's Docker Compose support for local development * To create Taskfile for easier execution of common tasks while working with a Spring Boot application

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit
75
Audit
70
Trust
66
Quality
76
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

70
Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

178 GitHub stars

Stars/forks activity

WARN

57

178 stars, 41 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

64

external package install surface, network or browser surface

Install availability

PASS

92

npx skills add sivaprasadreddy/sivalabs-agent-skills --skill spring-boot-skill

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/sivaprasadreddy/sivalabs-agent-skills/tree/main/skills/spring-boot

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 10 Needs review

Install path

92

PASS

npx skills add sivaprasadreddy/sivalabs-agent-skills --skill spring-boot-skill

Repository

88

PASS

https://github.com/sivaprasadreddy/sivalabs-agent-skills/tree/main/skills/spring-boot

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

No explicit security considerations or warnings about executing commands or handling secrets are mentioned, but the skill does not appear to involve risky operations.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

64

CHECK

external package install surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

filesystem or document access, network or browser access

Stars/forks activity

57

FIX

178 stars, 41 forks; issue activity unavailable in current metadata

Adoption

68

INFO

178 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • No explicit security considerations or warnings about executing commands or handling secrets are mentioned, but the skill does not appear to involve risky operations.
  • Quality score needs review
  • Permission surface needs review: filesystem or document access, network or browser access
  • Stars/forks activity: 178 stars, 41 forks; issue activity unavailable in current metadata
  • Permission surface: filesystem or document access, network or browser access

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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