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A/B Testing Tool Skill

Name: A/B Testing Tool Skill
Author: hgta23

作者 bittao · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

171

总下载

当前安装

版本数

在 OpenClaw 中安装

/install ab

功能描述

Design, run, and analyze A/B tests to compare content variants, measure performance, and make data-driven optimization decisions.

使用说明 (SKILL.md)

name: ab

version: 1.0.0

description: "A/B testing tool for designing, running, and analyzing A/B tests. Use when: user wants to test different versions of content, measure performance, and make data-driven decisions."

A/B Testing Tool Skill

Powerful A/B testing tool for designing, running, and analyzing A/B tests to optimize content and make data-driven decisions.

Features

Test Design: Create and configure A/B tests with multiple variants
Data Collection: Track user interactions and performance metrics
Statistical Analysis: Analyze test results with confidence intervals
Result Reporting: Generate comprehensive test reports
Optimization Recommendations: Get suggestions based on test results

Use Cases

Test different website designs or landing pages
Compare email subject lines or marketing copy
Evaluate different UI elements or user flows
Optimize conversion rates for e-commerce
Test content effectiveness for blog posts or articles

How to Use

Define your test goal and metrics
Create test variants
Set test parameters (sample size, duration)
Run the test and collect data
Analyze results and make decisions

Example

# Create a new A/B test
ab create --name "Landing Page Test" --variants A B

# Set test metrics
ab metrics --test "Landing Page Test" --metrics conversion_rate time_on_page

# Start the test
ab start --test "Landing Page Test"

# Analyze results
ab analyze --test "Landing Page Test"

Benefits

Make data-driven decisions instead of relying on intuition
Optimize content and design for better performance
Reduce risk by testing changes before full implementation
Gain insights into user behavior and preferences
Improve conversion rates and user engagement

Supported Platforms

Websites and web applications
Email marketing campaigns
Mobile applications
Social media content
E-commerce product pages

Requirements

Basic understanding of A/B testing principles
Access to the platform where you want to run tests
Sufficient traffic or users to get meaningful results

安全使用建议

This skill appears to be a simple, local CLI for managing A/B tests and is internally consistent. Before installing or running it: 1) ensure you have Node.js available (the package.json lists dependencies) and run npm install in the skill folder or confirm the platform will install deps; 2) inspect the included index.js yourself (it writes JSON files to a tests/ subdirectory inside the skill folder) and run it in a sandbox if you are unsure; 3) note the source/owner and homepage are unknown — if you require provenance, request a published source or repo; 4) because it writes files locally, back up any important directories you might point it at. There are no signs of credential exfiltration or external network calls in the provided code.

功能分析

Type: OpenClaw Skill Name: ab Version: 1.0.0 The skill contains a path traversal vulnerability in index.js. The CLI commands (create, metrics, start, analyze, add-data) use user-provided input from the --test and --name arguments to construct file paths using path.join() without sanitizing directory traversal sequences like '../', potentially allowing an attacker to read or write JSON files outside the intended 'tests/' directory.

能力评估

✓ Purpose & Capability

Name/description (A/B testing) aligns with the included CLI implementation: create tests, set metrics, start, add data, analyze. Behavior and data model in index.js match SKILL.md. One small mismatch: SKILL metadata lists no required binaries, but the tool is a Node.js script and depends on Node and npm-installed packages.

✓ Instruction Scope

SKILL.md instructs using the local 'ab' CLI and describes steps that map directly to the commands implemented in index.js. The runtime instructions do not ask the agent to read unrelated files, access credentials, or transmit data externally.

ℹ Install Mechanism

There is no install spec (instruction-only), but code and package.json are included. The package.json lists dependencies (commander, chalk, fs-extra) which must be installed (e.g., npm install) and the runtime requires Node. The lack of an install step or declared Node requirement is a minor inconsistency to be aware of but not an active risk.

✓ Credentials

The skill declares no environment variables or credentials and the code does not read env vars or external config. No sensitive-scoped variables are requested, which is proportionate to an offline testing CLI.

ℹ Persistence & Privilege

The script creates and writes JSON files under its own tests directory (path: __dirname/tests). This is reasonable for local test state, but users should know it writes files to the skill's directory. always is false and the skill does not modify other skills or system-wide settings.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install ab
安装完成后，直接呼叫该 Skill 的名称或使用 /ab 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

Initial release of the A/B Testing Tool skill. - Design, run, and analyze A/B tests with multiple variants. - Track user interactions and measure key performance metrics. - Perform statistical analysis with confidence intervals. - Generate comprehensive reports and receive optimization recommendations. - Supports use on websites, email campaigns, mobile apps, social media, and more.

元数据

Slug ab

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

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