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spring-boot-3-expert Audit Report | OpenAgentSkill | OpenAgentSkill

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Skills/spring-boot-3-expert/Audit

Skill audit report

spring-boot-3-expert Audit report.

Teaches an agent how to write modern Spring Boot 3 applications.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Sep 20, 2026Heuristic metadata audit

73

Audit

69

Trust

54

Quality

76

Security

100

Maintain

92

Install

OpenAgentSkill Trust Score

69

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

Explore

Skills Gallery New submissions Agent Skills

More links

What Is an Agent Skill?AI Agent Skills Tasks Packs Best Skills New & Trending Workflow Recipes Use Cases Agents Agent Entry

Trust

Compare Safety Gate Skills Registry Rankings

More links

Outcome Loop Audits Official Weekly Reports Monthly Index State of Agent Skills vs skills.sh AgentSkills.io Alternative

Build

Docs About Contact API

More links

llms.txt OpenAPI CLI Creator Kit Skill Creators X Growth Kit Submit Blog Guides Activity

OpenAgentSkill Registry

Privacy ContactBuilt for agent-native discovery

Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

20 GitHub stars

Stars/forks activity

FAIL

32

20 stars, 5 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

5d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

70

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

74

network or browser surface, database surface

Install availability

PASS

92

npx skills add Marisha-Sahay/awesome-java-agent-skills --skill spring-boot-3-expert

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/Marisha-Sahay/awesome-java-agent-skills/tree/main/skills/spring/spring-boot-3-expert

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

92

PASS

npx skills add Marisha-Sahay/awesome-java-agent-skills --skill spring-boot-3-expert

Repository

88

PASS

https://github.com/Marisha-Sahay/awesome-java-agent-skills/tree/main/skills/spring/spring-boot-3-expert

License

86

PASS

MIT

Maintenance

100

PASS

5d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

74

CHECK

network or browser surface, database 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

32

FIX

20 stars, 5 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

20 GitHub stars

Warnings

Permission surface may require sandboxing
Low GitHub adoption signal
AI review approval is missing
Quality score needs review
Permission surface needs review: filesystem or document access, network or browser access
GitHub adoption: 20 GitHub stars
Stars/forks activity: 20 stars, 5 forks; issue activity unavailable in current metadata
Permission surface: filesystem or document access, network or browser access
Review status: AI review approval is missing

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.

Install path

Review the report before installing into production agents.

$ npx skills add Marisha-Sahay/awesome-java-agent-skills --skill spring-boot-3-expert

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 73/100
Quality: 54/100
Trust: 69/100
Install safety: 92/100
Permission surface: 60/100
Maintenance: 5d since push
Events: No events yet
GitHub stars: 20
Last push: Sep 14, 2026

Agent safety v2

53/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Permission surface may require sandboxing
53/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Filesystem access

medium

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Database access

medium

Skill may inspect schemas, query databases, or work with persistent stores.

Permission surface may require sandboxing

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