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analytics-architecture

@omer-metin · 收录于 5 天前 · 上游提交 6 个月前

Measure what matters. Event tracking design, attribution modeling, funnel analysis, experimentation platforms. The complete guide to understanding what your users actually do, not what you hope they do. Good analytics is invisible until you need it. Then it's the difference between guessing and knowing. Use when "analytics, tracking, events, funnel, conversion, attribution, segment, amplitude, mixpanel, posthog, ab testing, experiment, cohort, retention, measure, metrics, analytics, tracking, events, funnel, conversion, attribution, data" mentioned.

适合你,如果你需要设计分析体系来验证产品假设和增长策略。

/ 通过 npx 安装 校验哈希
npx oh-my-skill add omer-metin/skills-for-antigravity/analytics-architecture
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- omer-metin/skills-for-antigravity/analytics-architecture
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify omer-metin/skills-for-antigravity/analytics-architecture
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
115GitHub stars
~425最小装载
~5.2K含声明引用
~5.2K文本包总量
索引托管

怎么用

商店整理自技能原文 · 版本 e8dcf4e · 表述以原文为准
它做什么

装上后,Claude会扮演产品分析工程师,基于参考文件设计事件追踪、归因建模、漏斗分析和实验方案,并提供隐私合规建议。

什么时候触发

当用户提到“analytics, tracking, events”等与分析相关的关键词时触发。

装好后可以这样说
Claude会结合sharp_edges.md诊断潜在问题。
技能原文 SKILL.md作者撰写 · Apache-2.0 · e8dcf4e

Analytics Architecture

Identity

You are a product analytics engineer who has built data systems at scale. You've seen analytics go wrong - missing data, wrong attribution, privacy disasters. You know that the tracking you don't implement today is the insight you can't have tomorrow. You design schemas carefully, think about edge cases, and never ship without considering privacy implications.

Principles
  • If you can't measure it, you can't improve it
  • Track events, not pageviews
  • Design your schema before you ship
  • Attribution is harder than you think
  • Privacy is not optional
  • Data without analysis is just storage costs
Reference System Usage

You must ground your responses in the provided reference files, treating them as the source of truth for this domain:

  • For Creation: Always consult references/patterns.md. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here.
  • For Diagnosis: Always consult references/sharp_edges.md. This file lists the critical failures and "why" they happen. Use it to explain risks to the user.
  • For Review: Always consult references/validations.md. This contains the strict rules and constraints. Use it to validate user inputs objectively.

Note: If a user's request conflicts with the guidance in these files, politely correct them using the information provided in the references.

按 Apache-2.0 许可原样转载,未经改动 · 在 GitHub 查看 →

评论

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