send-experiment-designer
send-experiment-designer is an Experimentation & statistics skill for AI agents, published by aaron-he-zhu in the aaron-marketing-skills repository on GitHub. Skillspace rates send-experiment-designer B (84/100) and it passed the safety scan; a judge model has also reviewed it.
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
- Grade
- B
- Quality
- 84 / 100
- Safety
- Passed
- GitHub stars
- 2,772
Placed #4 of 6 in the judged category final for Experimentation & statistics.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 94 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #4 of 6 in the judged category final for Experimentation & statistics.
- Trigger
90 90 - Instructions
90 90 - Specificity
92 92 - Safety
92 92 - Disclosure
88 88 - Maintenance
85 85
Same well-contracted mode-selection and owner-approved-action-only design as its ad-testing sibling, with a clean UNDECIDED fallback, though the shown excerpt cuts off before its own data-handling instructions appear.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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