Skill audit report

backend-specialist Audit report.

后端开发专家。精通 Node.js/Python/Go/Rust 等后端技术栈,专注于 API 设计、数据库优化、认证授权、微服务架构和性能调优。用于后端服务开发、API 设计和系统架构。

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 3, 2026Heuristic metadata audit
71
Audit
65
Trust
60
Quality
74
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

65
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

48 GitHub stars

Stars/forks activity

WARN

43

48 stars, 7 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add huangwb8/skills --skill backend-specialist

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

48

secrets or environment access, network or browser access

Repository evidence

PASS

86

https://github.com/huangwb8/skills/tree/main/skills/alpha/awesome-code/agents/backend-specialist

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 · 14 Needs review

Install path

92

PASS

npx skills add huangwb8/skills --skill backend-specialist

Repository

88

PASS

https://github.com/huangwb8/skills/tree/main/skills/alpha/awesome-code/agents/backend-specialist

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

SKILL.md lacks an explicit 'Limitations' section clarifying what the skill should not do (e.g., avoid executing arbitrary code, handling secrets).

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

64

CHECK

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

48

FIX

secrets or environment access, network or browser access

Stars/forks activity

43

FIX

48 stars, 7 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

48 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • SKILL.md lacks an explicit 'Limitations' section clarifying what the skill should not do (e.g., avoid executing arbitrary code, handling secrets).
  • The skill references an external file (references/legacy-skill-full.md) for extended content, but SKILL.md itself is self-contained enough for basic use.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, network or browser access
  • GitHub adoption: 48 GitHub stars
  • Stars/forks activity: 48 stars, 7 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment 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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