Skill audit report

Learning Loop Skill Audit report.

Claude Code skill for capturing and codifying learnings before session ends / context lost

REVIEWED · REVIEWNeeds reviewGenerated Aug 3, 2026Heuristic metadata audit
82
Audit
77
Trust
72
Quality
87
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

77
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

16 GitHub stars

Stars/forks activity

FAIL

32

16 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

4d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

94

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 melodykoh/learning-loop-skill

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

https://github.com/melodykoh/learning-loop-skill

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 6 Needs review

Install path

92

PASS

npx skills add melodykoh/learning-loop-skill

Repository

88

PASS

https://github.com/melodykoh/learning-loop-skill

License

86

PASS

MIT

Maintenance

100

PASS

4d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

94

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

86

PASS

filesystem or document access

Stars/forks activity

32

FIX

16 stars, 0 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

16 GitHub stars

Warnings

  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 16 GitHub stars
  • Stars/forks activity: 16 stars, 0 forks; issue activity unavailable in current metadata

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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