OpenAgentSkill
GitHub200+

Skill audit report

ai-product-launch Audit report.

First AI Product Launch — Zero to Live in 30 Days. Step-by-step guide for shipping your first AI product from idea validation to paying customers. Includes day-by-day timeline and real examples. By @WeiYipei.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 21, 2026Heuristic metadata audit
77
Audit
74
Trust
61
Quality
78
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

74
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

83 GitHub stars

Stars/forks activity

WARN

43

83 stars, 6 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

13d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add Gingiris-1031/gingiris-skills --skill ai-product-launch

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

76

shell or command execution

Repository evidence

PASS

86

https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/ai-product-launch

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 · 9 Needs review

Install path

92

PASS

npx skills add Gingiris-1031/gingiris-skills --skill ai-product-launch

Repository

88

PASS

https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/ai-product-launch

License

86

PASS

MIT

Maintenance

100

PASS

13d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

72

CHECK

command execution surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

76

CHECK

shell or command execution

Stars/forks activity

43

FIX

83 stars, 6 forks; issue activity unavailable in current metadata

Adoption

68

INFO

83 GitHub stars

Warnings

  • AI review approval is missing
  • Quality score needs review
  • GitHub adoption: 83 GitHub stars
  • Stars/forks activity: 83 stars, 6 forks; issue activity unavailable in current metadata
  • 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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