Skill audit report

growth-loops Audit report.

Turn hand-made first-50 traction into self-reinforcing acquisition loops, so the next 5,000 users come from usage, not founder hours. Use when growth stalls the moment the user stops pushing, every signup traces back to a DM or one launch spike, or they're reaching for \"more channels\" when the real gap is that using the product creates no new users.

REVIEWED · REVIEWNeeds reviewGenerated Nov 13, 2026Heuristic metadata audit
80
Audit
80
Trust
68
Quality
87
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

80
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

62

263 GitHub stars

Stars/forks activity

WARN

57

263 stars, 27 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

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add AIDevGTM/gtm-cofounder --skill growth-loops

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/AIDevGTM/gtm-cofounder/tree/main/skills/18-growth-loops

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 · 3 Needs review

Install path

92

PASS

npx skills add AIDevGTM/gtm-cofounder --skill growth-loops

Repository

88

PASS

https://github.com/AIDevGTM/gtm-cofounder/tree/main/skills/18-growth-loops

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

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

57

FIX

263 stars, 27 forks; issue activity unavailable in current metadata

Adoption

68

INFO

263 GitHub stars

Warnings

  • Quality score needs review
  • Stars/forks activity: 263 stars, 27 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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