Communitygithub.com

SamuelChien/mega-skills-collection

AB测试分析器 - 面向数据分析的自动激活技能。

mega-skills-collection 是什么?

该技能是数据分析领域的专业AB测试分析助手,能够根据用户提及“ab test analyzer”等关键词自动激活。它提供端到端的AB测试指导,涵盖从假设设定、实验设计到统计推断的完整流程。支持SQL查询、数据可视化、统计分析和商业智能等常见场景,并按照行业最佳实践生成生产级代码和配置。该技能可验证输出是否符合标准,适合需要在数据分析流程中快速、准确地执行AB测试的开发者或分析人员使用。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/SamuelChien/mega-skills-collection/tree/HEAD/ab-test-analyzer

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

AB测试分析器

目的

此技能为数据分析领域的AB测试分析任务提供自动化辅助。

何时使用

当您出现以下情况时,此技能会自动激活:

  • 在请求中提及“ab test analyzer”
  • 询问AB测试分析的模式或最佳实践
  • 需要数据分析技能方面的帮助,涵盖SQL查询、数据可视化、统计分析和商业智能。

能力

  • 为AB测试分析提供逐步指导
  • 遵循行业最佳实践和模式
  • 生成生产就绪的代码和配置
  • 根据通用标准验证输出

示例触发词

  • “帮我处理ab test analyzer”
  • “设置ab test analyzer”
  • “如何实现ab test analyzer?”

相关技能

属于数据分析技能类别。 标签:sql, analytics, visualization, statistics, bi

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

SamuelChien/mega-skills-collection

Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response, and infrastructure security for any project.

SamuelChien/mega-skills-collection

Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.

SamuelChien/mega-skills-collection

Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante.

SamuelChien/mega-skills-collection

Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos del sector. Actívalo tras definir el nicho.

SamuelChien/mega-skills-collection

2D game development principles. Sprites, tilemaps, physics, camera.

SamuelChien/mega-skills-collection

3D game development principles. Rendering, shaders, physics, cameras.

SamuelChien/mega-skills-collection

Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences.

SamuelChien/mega-skills-collection

Accessibility audit skill for scanning, fixing, and verifying WCAG 2.2 Level A and AA compliance across React, Next.js, Vue, Angular, Svelte, and plain HTML codebases. Use when auditing accessibility, fixing a11y violations, checking color contrast, generating compliance reports, or integrating accessibility checks into CI/CD pipelines.

SamuelChien/mega-skills-collection

A B Test Config Creator - Auto-activating skill for ML Deployment. Triggers on: a b test config creator, a b test config creator Part of the ML Deployment skill category.

SamuelChien/mega-skills-collection

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "conversion experiment," "statistical significance," or "test this." For tracking implementation, see analytics-tracking.

SamuelChien/mega-skills-collection

Acceptance Criteria Creator - Auto-activating skill for Enterprise Workflows. Triggers on: acceptance criteria creator, acceptance criteria creator Part of the Enterprise Workflows skill category.

SamuelChien/mega-skills-collection

Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.

SamuelChien/mega-skills-collection

Accessibility Audit Runner - Auto-activating skill for Frontend Development. Triggers on: accessibility audit runner, accessibility audit runner Part of the Frontend Development skill category.

SamuelChien/mega-skills-collection

You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.

SamuelChien/mega-skills-collection

Web accessibility patterns for WCAG 2.2 compliance including ARIA, keyboard navigation, screen readers, and testing

SamuelChien/mega-skills-collection

Manage Discord channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed, or change policy for the Discord channel.

SamuelChien/mega-skills-collection

Create unified specification packages across Business, Development, and Design teams. Staged elaboration (L0 Vision → L1 Requirements → L2 Team Detail → L3 Acceptance Criteria) to build shared understanding. Does not write code.

SamuelChien/mega-skills-collection

Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM. Trigger with "research [company]", "look up [person]", "intel on [prospect]", "who is [name] at [company]", or "tell me about [company]".

SamuelChien/mega-skills-collection

Create forensically sound bit-for-bit disk images using dd and dcfldd while preserving evidence integrity through hash verification.

SamuelChien/mega-skills-collection

Validate messaging consistency across website, GitHub repos, and local documentation generating read-only discrepancy reports. Use when checking content alignment or finding mixed messaging. Trigger with phrases like "check consistency", "validate documentation", or "audit messaging".

相关技能