📦 A/B Test Architect — A/B测试设计
v1.0.0基于 Test Velocity Method 规划、排序并设计严谨的 A/B 测试，可快速落地落地页、CTA、邮件、注册流、定价等实验方案，用数据驱动迭代。
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by @flynndavid下载技能包
最后更新
2026/3/3
安全扫描
OpenClaw
安全
high confidenceInstruction-only A/B test planning skill whose declared purpose, runtime instructions, and resource requirements are internally consistent and do not request installs or credentials.
评估建议
This skill is an instruction-only planning tool and appears coherent with its purpose. Before installing or invoking it, avoid pasting sensitive credentials or raw analytics exports (API keys, full GA account configs, or full transaction logs). It's fine to provide summary numbers (current conversion rate, average daily sessions, rough revenue) so the skill can compute sample size and duration. Review any generated dev handoff and QA notes before implementing the test, and treat the outputs as r...详细分析 ▾
✓ 用途与能力
The name and description (A/B test planning using the Test Velocity Method) match the SKILL.md content: it guides users through prioritization, hypothesis writing, sample-size math, segmentation, and dev handoffs. There are no unrelated requirements (no env vars, binaries, or installs) that would contradict the stated purpose.
ℹ 指令范围
The runtime instructions are confined to asking the user for context (baseline conversion rates, traffic, tool used, test ideas) and producing structured test plans. The skill does not instruct the agent to read local files, environment variables, or contact external endpoints. One user-facing consideration: the skill asks for analytics/traffic numbers and business metrics — these can be sensitive (revenue, conversion rates, internal traffic), so the user should avoid pasting credentials or raw logs.
✓ 安装机制
There is no install spec and no code files; this is an instruction-only skill. That minimizes persistence and disk-write risk.
✓ 凭证需求
The skill does not request any environment variables, API keys, or config paths. All requested inputs are user-provided contextual data (metrics, traffic, tool name), which is proportionate to planning and sample-size estimation.
✓ 持久化与权限
always is false (default). The skill does not request elevated persistence or to modify other skills' configs. Note: the platform default allows autonomous invocation; this skill's behavior does not otherwise increase privilege.
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
latestv1.0.02026/3/3
Initial release of ab-test-architect with the Test Velocity Method. - Guides users through planning, prioritizing, and designing A/B tests using a rigorous, step-by-step framework. - Includes support for hypothesis writing, sample size calculation, test duration, segmentation, and guardrail metric selection. - Activates on a wide range of A/B testing queries, from landing pages and CTAs to emails and pricing pages. - Offers a prioritization matrix (PIE/ICE scoring) and dev-ready, structured test plans. - Ensures tests are built on clear evidence and measurable goals to avoid common CRO mistakes.
● 无害
安装命令
点击复制官方npx clawhub@latest install ab-test-architect
镜像加速npx clawhub@latest install ab-test-architect --registry https://cn.longxiaskill.com