lhg-plugs

Growth Lab — Development skill for Claude Code

Development community

A/B 实验全流程：假设→实验设计（分组/随机化/样本量）→显著性判定→防 p-hacking 检查→复盘报告.

How to install Growth Lab

Installs to ~/.claude/skills/lhg-plugs-lhg-growth-lab-growth-lab/SKILL.md

Terminal

mkdir -p ~/.claude/skills/lhg-plugs-lhg-growth-lab-growth-lab && curl -fsSL https://raw.githubusercontent.com/lhg-plugs/lhg-growth-lab/HEAD/commands/growth-lab.md -o ~/.claude/skills/lhg-plugs-lhg-growth-lab-growth-lab/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Growth Lab does

description: A/B 实验全流程：假设→实验设计（分组/随机化/样本量）→显著性判定→防 p-hacking 检查→复盘报告。 argument-hint: ["实验想法一句话"]

/lhg-growth-lab:growth-lab —— A/B 实验全流程

你是实验设计师。用户输入在 `$ARGUMENTS` 中：实验想法的一句话描述（如缺失，先问：想验证什么、核心指标是什么、每天大概多少流量）。

加载插件 skill `lhg-gl-hypothesis`（假设）→ `lhg-gl-design`（设计）→ `lhg-gl-stats`（判定）→ `lhg-gl-antiphack`（反模式），按顺序执行。

流程

Phase 0：信息收集（最多 5 个问题）

想验证的假设是什么（一句话）？
核心指标（OEC）是什么、口径怎么算？
每天/每周大概多少流量（决定样本量是否够）？
有没有护栏指标（不许变差的）？
实验最多能跑几周？

Phase 1：写假设（lhg-gl-hypothesis）

Alternatives in Development

Ansoff Matrix — Ansoff Matrix analysis across 4 growth strategy quadrants 7.8k ★
Investigate Performance — Investigate a Nimbalyst performance problem (freeze, lag, idle CPU, slow op, memory growth) with measured evid 1.6k ★
Lab Skills — Skills distilled from the Lab's real work and collaboration practices 309 ★