Skill audit report

send-experiment-designer Audit report.

Use when the user asks to "design an email A/B test", "set up a multivariate subject/CTA test", "run a send-time test", "build a hold-out group", or "is this email result statistically and practically material?"; produces a falsifiable hypothesis, one-variable-per-cell matrix, sample-size/MDE/duration/power plan, and an effect/uncertainty read from own ESP data. Applies only a precommitted owner-approved action rule; the helper never chooses a business action. Not for EQS/vetoes or writing the email. 邮件AB测试设计/多变量测试/发送时间测试/留出组/显著性判定

REVIEWED · REVIEWSafe to tryGenerated Nov 9, 2026Heuristic metadata audit
84
Audit
83
Trust
78
Quality
87
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

83
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

2.7K GitHub stars

Stars/forks activity

PASS

83

2.7K stars, 355 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

Apache-2.0

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 aaron-he-zhu/aaron-marketing-skills --skill send-experiment-designer

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/aaron-he-zhu/aaron-marketing-skills/tree/main/email/deliver/send-experiment-designer

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

10 Passed · 2 Needs review

Install path

92

PASS

npx skills add aaron-he-zhu/aaron-marketing-skills --skill send-experiment-designer

Repository

88

PASS

https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/email/deliver/send-experiment-designer

License

86

PASS

Apache-2.0

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

76

CHECK

shell or command execution

Stars/forks activity

83

PASS

2.7K stars, 355 forks; issue activity unavailable in current metadata

Adoption

88

PASS

2.7K GitHub stars

Warnings

  • Quality score needs review

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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