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growth-analytics SKILL.md skillA

growth-analytics from devcodex-labs/devcodex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add devcodex-labs/devcodex/growth-analytics@git:20260730.6ee304a

Pins git:20260730.6ee304a in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: devcodex-labs/devcodex
Path: content/skills/growth-analytics/SKILL.md
Versions recorded: 1
Latest version: git:20260730.6ee304a, committed Jul 30, 2026
Size: 4,098 bytes
Repository stars: 432
License: AGPL-3.0

增长分析专家 Owner — 当任务涉及增长指标、埋点、漏斗、转化、留存、实验、产品数据决策、增长看板或数据驱动优化时使用；要求把事件、指标、隐私边界和决策闭环绑定到真实用户行为。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Growth Analytics Skill

## 定位

本 Skill 负责增长分析 Owner 视角。它是 P3 条件触发能力，只在增长、转化、留存、实验和产品数据决策出现时启用。它不替代普通日志、性能监控、错误监控或审计日志。

## 触发条件

| 场景 | 是否触发 |
|------|:--------:|
| 用户要求增长、转化、漏斗、留存、激活、复购、获客、运营指标或增长看板 | 必须 |
| 功能设计需要埋点、事件命名、指标口径、实验分流或数据驱动决策 | 必须 |
| 文档、产品方案或报告需要说明成功指标和行为数据验证 | 可选，命中产品增长语义时触发 |
| 普通日志、性能指标、错误监控、审计日志、SRE 可观测性 | N/A + skipReason |

## 核心门禁

| Gate | 要求 | 证据 |
|------|------|------|
| `GrowthAnalyticsGate` | 增长问题、指标、事件、实验和决策闭环必须完整 | growthQuestion、decisionLoop |
| `MetricTaxonomyGate` | 北极星、输入指标、护栏指标、分群维度和反作弊口径必须定义 | metricTaxonomy |
| `EventInstrumentationGate` | 事件必须有命名、触发时机、属性、去重、采样和版本策略 | eventInstrumentation |
| `FunnelRetentionGate` | 漏斗、留存、 cohort 和流失原因不能只写概念 | funnelRetentionModel |
| `ExperimentDesignGate` | 实验必须有假设、分流、样本、停止条件、护栏和回滚 | experimentDesign |
| `PrivacyConsentGate` | 埋点和分析必须说明隐私、同意、最小化和保留边界 | privacyConsentBoundary |

## 执行步骤

1. 明确增长问题：目标用户、行为路径、业务目标和可观察结果。
2. 定义指标分类：北极星、输入指标、护栏指标、分群维度和口径来源。
3. 设计事件模型：事件名、触发时机、属性、去重、版本和采集失败处理。
4. 建立漏斗、留存或实验方案，写清假设、样本、停止条件和回滚。
5. 检查隐私、同意、数据最小化和数据保留策略。
6. 写出决策闭环：什么信号触发继续、停止、回滚或二次实验。

## 输出字段

```markdown
## GrowthAnalyticsGate

| 字段 | 内容 |
|------|------|
| growthQuestion | 增长问题、目标用户、行为路径、业务目标 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add devcodex-labs/devcodex/growth-analytics@sha256:0394a02a30bbe434

The line at the top of this page pins the label git:20260730.6ee304a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_cf4ksnac5v53qatj.svg)](https://markdownregistry.com/a/art_cf4ksnac5v53qatj)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 30, 2026.

version	committed	commit	size	audit
git:20260730.6ee304a latest	2026-07-30	6ee304a	4,098 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (4098 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

devcodex-labs/devcodex · 432 stars · license AGPL-3.0 · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cf4ksnac5v53qatj
GET https://markdownregistry.com/api/v1/resolve?ref=devcodex-labs/devcodex/growth-analytics
GET https://markdownregistry.com/api/v1/blob/0394a02a30bbe4343b12099023f02e8937b38da76c8c81f1e506826a0375753a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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