Skill audit report

explain-code Audit report.

Explain what code does in plain English

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 15, 2026Heuristic metadata audit
80
Audit
76
Trust
71
Quality
78
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

76
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

76

828 GitHub stars

Stars/forks activity

INFO

65

828 stars, 46 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

3d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

70

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

credential or environment access

Install availability

PASS

92

npx skills add AgnosticUI/agnosticui --skill explain-code

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/AgnosticUI/agnosticui/tree/master/.claude/skills/explain-code

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 10 Needs review

Install path

92

PASS

npx skills add AgnosticUI/agnosticui --skill explain-code

Repository

88

PASS

https://github.com/AgnosticUI/agnosticui/tree/master/.claude/skills/explain-code

License

86

PASS

Apache-2.0

Maintenance

100

PASS

3d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

72

CHECK

credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

secrets or environment access, filesystem or document access

Stars/forks activity

65

CHECK

828 stars, 46 forks; issue activity unavailable in current metadata

Adoption

88

PASS

828 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Permission surface: secrets or environment access, filesystem or document 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.

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