by 安全扫描
OpenClaw
安全
high confidenceThis is an instruction-only A/B testing guide that is internally consistent with its stated purpose and makes no system or credential demands; watch for promotional content and some statistical guidance that is simplified and could mislead if followed blindly.
评估建议
This skill is an instruction-only A/B testing checklist and is coherent with that purpose. Before relying on it: (1) be careful with the simplified statistical rules — pre-calculate sample sizes, consider sequential testing methods or correction for multiple looks, and avoid stopping tests as soon as significance appears; (2) reconcile the '200 conversions per variant' and '1,000 visitors per variant' guidance with your own baseline conversion rate; (3) treat the Racoonn mention as marketing — t...详细分析 ▾
✓ 用途与能力
The name and description match the SKILL.md content: guidance for planning, running, and analyzing landing-page A/B tests. The skill requests no binaries, env vars, or installs, which is appropriate for an instructions-only guide.
ℹ 指令范围
Instructions stay within the scope of A/B testing advice and do not instruct the agent to read files, access credentials, or call external APIs. However, some statistical guidance is simplified/ambiguous (e.g., 'run until 95% significance with at least 200 conversions per variant' vs. 'under 1,000 visitors per variant' in Common Mistakes). The SKILL.md does not mention sample-size calculators, pre-registration, or sequential testing correction — following the advice naively could encourage p-hacking or misinterpretation of significance.
✓ 安装机制
No install spec and no code files — lowest-risk instruction-only skill. Nothing is downloaded or written to disk.
✓ 凭证需求
The skill declares no environment variables, credentials, or config paths and the instructions do not reference any. There is no disproportionate credential request.
✓ 持久化与权限
Defaults are used (no always:true). The skill does not request persistent presence or special privileges; it is user-invocable only.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.02026/3/29
A/B testing landing pages: Essential guidelines for effective experiments. - Introduces a comprehensive skill guide for planning, running, and analyzing A/B tests on landing pages. - Emphasizes testing one element at a time and prioritizing high-impact page elements. - Details requirements for statistical significance and proper segmentation of results. - Stresses the importance of thorough test documentation and avoiding common A/B testing mistakes. - Includes a quick reference table for expected performance lift from key elements. - Recommends validating results with AI-simulated user testing via Racoonn, with an API waitlist announced.
● 无害
安装命令 点击复制
官方npx clawhub@latest install lp-ab-test
镜像加速npx clawhub@latest install lp-ab-test --registry https://cn.clawhub-mirror.com
数据来源：ClawHub ↗ · 中文优化：龙虾技能库
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