skills/openclaw/skills/ab-test-calculator

ab-test-calculator

SKILL.md

A/B Test Calculator Skill

A/B测试统计计算器 — 科学决策,数据驱动。

Commands

Run via: bash scripts/abtest.sh <command> [args...]

Command Description
calculate 计算两组的统计显著性
sample 计算所需最小样本量
significance 检验p值和置信区间
duration 预估实验所需天数
report 生成完整A/B测试报告
bayesian 贝叶斯方法分析胜率

Usage Examples

# 计算显著性(访客数 转化数)
bash scripts/abtest.sh calculate 1000 50 1000 65

# 计算样本量(基线转化率 最小可检测提升 显著性水平)
bash scripts/abtest.sh sample 0.05 0.02 0.95

# 预估实验时长(日均流量 所需样本量)
bash scripts/abtest.sh duration 5000 16000

# 贝叶斯分析
bash scripts/abtest.sh bayesian 1000 50 1000 65

# 生成报告
bash scripts/abtest.sh report 1000 50 1000 65 "按钮颜色测试"

💬 Feedback & Feature Requests: https://bytesagain.com/feedback Powered by BytesAgain | bytesagain.com

Weekly Installs
2
Repository
openclaw/skills
GitHub Stars
3.8K
First Seen
Mar 17, 2026
Installed on
amp2
cline2
openclaw2
opencode2
cursor2
kimi-cli2