spacezephyr/pm-skills

pm-experiment-designer

A/B 实验设计 Skill。从实验目标出发,输出完整的实验方案(假设、分组、指标体系、样本量估算、止损规则、判定规则)。 触发条件:用户提到"A/B 测试"、"AB 实验"、"实验设计"、"对照实验"、"分流实验"、"灰度方案"、"实验方案"、"样本量计算"、"显著性检验"、"实验评估"、"p值"、"置信区间"、"MDE"、"统计功效"、"实验周期"、"止损规则"等关键词。 也适用于:用户提供了实验目标/可改动点/数据量级/周期限制要求产出实验方案;用户要求评估现有实验设计是否合理;用户要求制定实验判定标准和决策规则。 典型输入:实验目标 + 可改动点 + 当前数据量级 + 可接受实验周期。 不适用于:纯数据分析(用 pm-analytics)、纯埋点设计(用 tracking-spec-writer)、纯PRD写作(用 pm-prd-writer)。

First seen Jul 9, 2026

Installation

$ npx skills add https://github.com/spacezephyr/pm-skills
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Summary

  • A/B 实验设计 Skill。从实验目标出发,输出完整的实验方案(假设、分组、指标体系、样本量估算、止损规则、判定规则)。
  • 触发条件:用户提到"A/B 测试"、"AB 实验"、"实验设计"、"对照实验"、"分流实验"、"灰度方案"、"实验方案"、"样本量计算"、"显著性检验"、"实验评估"、"p值"、"置信区间"、"M…

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npx skills add https://github.com/spacezephyr/pm-skills

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 1.1K
Default branch main
Open issues 4
Status Active

History

  1. First seen on skills.sh
  2. First recorded snapshot · 66 installs