ad-test-designer
ad-test-designer is an Experimentation & statistics skill for AI agents, published by aaron-he-zhu in the aaron-marketing-skills repository on GitHub. Skillspace rates ad-test-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 A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. It applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. Not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告AB测试设计/实验设计/显著性判定/增效测试
- Grade
- B
- Quality
- 84 / 100
- Safety
- Passed
- GitHub stars
- 2,772
Placed #2 of 6 in the judged category final for Experimentation & statistics.
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 #2 of 6 in the judged category final for Experimentation & statistics.
- Trigger
90 90 - Instructions
90 90 - Specificity
93 93 - Safety
95 95 - Disclosure
88 88 - Maintenance
85 85
Explicitly treats exported CSV content as untrusted data rather than instructions and refuses to let its own statistical helper output a business decision — real prompt-injection awareness baked into an experimentation skill.
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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