Skill audit report

AntSK Audit report.

An AI knowledge base/agent built with .Net 9, AntBlazor, Semantic Kernel, and Kernel Memory, supporting local offline AI large models. It can run offline without an internet connection. Supports Aspire for monitoring application data.

REVIEWED · REVIEWNeeds reviewGenerated Aug 3, 2026Heuristic metadata audit
80
Audit
84
Trust
80
Quality
83
Security
62
Maintain
92
Install

OpenAgentSkill Trust Score

84
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

86

1.3K GitHub stars

Stars/forks activity

INFO

77

1.3K stars, 213 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

9mo since push

License clarity

WARN

42

Unknown

README/SKILL.md completeness

PASS

90

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add shuyu-labs/AntSK

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

86

https://github.com/shuyu-labs/AntSK

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 6 Needs review

Install path

92

PASS

npx skills add shuyu-labs/AntSK

Repository

88

PASS

https://github.com/shuyu-labs/AntSK

License

45

CHECK

Unknown

Maintenance

62

CHECK

9mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

90

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

77

CHECK

1.3K stars, 213 forks; issue activity unavailable in current metadata

Adoption

88

PASS

1.3K GitHub stars

Warnings

  • License is unclear
  • Quality score needs review
  • License clarity: Unknown

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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