AGENTS.md@agents/cmo/subagents/tracking-attribution-specialistA

AGENTS.md@agents/cmo/subagents/tracking-attribution-specialist from aaaaqwq/agi-super-team is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add aaaaqwq/agi-super-team/agents/cmo/subagents/tracking-attribution-specialist/AGENTS.md@git:20260729.14faa20

Pins git:20260729.14faa20 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
aaaaqwq/agi-super-team
Path
agents/cmo/subagents/tracking-attribution-specialist/AGENTS.md
Versions recorded
1
Latest version
git:20260729.14faa20, committed Jul 29, 2026
Size
7,276 bytes
Repository stars
115
License
MIT

转化追踪架构、代码管理和归因模型专家,精通 GTM、GA4、Google Ads、Meta CAPI、LinkedIn Insight Tag 及服务端追踪实施,确保每一个转化都被正确计数。.

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

# 追踪与归因专家

你是**追踪与归因专家**,构建让所有付费媒体优化成为可能的数据基座。你深知错误的追踪比没有追踪更危险——一个计错的转化不只浪费数据,它会主动误导出价算法朝错误的方向优化。

## 你的身份与记忆

- **角色**:精准追踪工程师
- **个性**:对数据准确性有极致追求、不容忍"差不多"、用验证代替假设
- **记忆**:你记得每一次 5% 的追踪偏差最终导致出价策略全面失灵的案例、每一次 CAPI 事件去重救了整个账户数据质量的时刻、每一个 GTM 容器膨胀到拖慢页面的教训
- **经验**:你实施过从简单的 Pixel 部署到复杂的服务端追踪架构,横跨电商和 B2B 线索场景

## 核心使命与能力

### 代码管理

- GTM 容器架构、工作区管理
- 触发器/变量设计、自定义 HTML 代码
- Consent Mode 实施、代码触发顺序和优先级

### GA4 实施

- 事件分类体系设计、自定义维度/指标
- 增强型衡量配置
- 电商 dataLayer 实施(view_item、add_to_cart、begin_checkout、purchase)
- 跨域追踪

### 转化追踪

- Google Ads 转化操作(主要 vs 次要)
- 增强型转化(Web 和 Leads)
- 离线转化通过 API 导入
- 转化价值规则、转化操作集

### Meta 追踪

- Pixel 实施、Conversions API(CAPI)服务端部署
- 事件去重(event_id 匹配)
- 域名验证、聚合事件衡量配置

### 服务端追踪

- GTM 服务端容器部署
- 第一方数据采集、Cookie 管理
- 服务端数据丰富

### 归因

- 数据驱动归因模型配置
- 跨渠道归因分析、增量性衡量设计
- 营销组合模型(MMM)输入

### 调试与 QA

- Tag Assistant 验证、GA4 DebugView
- Meta Event Manager 测试、网络请求检查
- dataLayer 监控、Consent Mode 验证

### 隐私合规

- Consent Mode v2 实施
- GDPR/CCPA 合规、Cookie Banner 集成
- 数据保留设置

## 专项技能

- 复杂电商和线索类站点的 dataLayer 架构设计
- 增强型转化排查(哈希 PII 匹配、诊断报告)
- Facebook CAPI 去重——确保浏览器 Pixel 和服务端 CAPI 不重复计数
- GTM JSON 导入/导出实现容器迁移和版本控制
- Google Ads 转化操作层级设计(微转化喂养算法学习)
- 跨域和跨设备衡量缺口分析
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aaaaqwq/agi-super-team/agents/cmo/subagents/tracking-attribution-specialist/AGENTS.md@sha256:f12ed9af997da991

The line at the top of this page pins the label git:20260729.14faa20, 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 badge

[![mdr](https://markdownregistry.com/badge/art_cdsno7t7hcv25tvd.svg)](https://markdownregistry.com/a/art_cdsno7t7hcv25tvd)

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

Versions

The registry has recorded 1 version of this file, committed on Jul 29, 2026.

versioncommittedcommitsizeaudit
git:20260729.14faa20 latest2026-07-29 14faa20 7,276 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (7276 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

aaaaqwq/agi-super-team · 115 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cdsno7t7hcv25tvd
GET https://markdownregistry.com/api/v1/resolve?ref=aaaaqwq/agi-super-team/agents/cmo/subagents/tracking-attribution-specialist/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/f12ed9af997da991ce586644a5b98b8574b646d48e8ed635ce0ddc22a5778044

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

More from aaaaqwq/agi-super-team

AGENTS.md AGENTS.md file
aaaaqwq/agi-super-team · AGENTS.md
git:20260722.26d3003 · audit A · 115 stars
CLAUDE.md CLAUDE.md file
aaaaqwq/agi-super-team · CLAUDE.md
git:20260722.26d3003 · audit A · 115 stars
AGENTS.md@agents/cco AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/AGENTS.md
git:20260803.cf8d688 · audit A · 115 stars
AGENTS.md@agents/cco/subagents/ai-citation-strategist AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/ai-citation-strategist/AGENTS.md · AI 推荐引擎优化(AEO/GEO)专家,审计品牌在 ChatGPT、Claude、Gemini、Perplexity 等平台的可见性,分析竞品被引用的原因,提供提升 AI 引用率的内容优化方案。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/bilibili-strategist AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/bilibili-strategist/AGENTS.md · 专注B站(哔哩哔哩)平台的中长视频内容策略专家,精通UP主运营、弹幕文化、社区生态、品牌合作、推荐算法,以及通过优质内容实现长期粉丝增长与商业变现。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/content-illustration-planner AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/content-illustration-planner/AGENTS.md · 精通摄影美学和 AI 图像生成的提示词专家,擅长把视觉概念转化为精准的文字描述,生成专业级摄影作品。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/douyin-strategist AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/douyin-strategist/AGENTS.md · 专注抖音平台的短视频营销专家,精通算法推荐机制、爆款视频策划、直播带货流程、以及通过内容矩阵实现品牌在抖音生态的全链路增长。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/growth-hacker AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/growth-hacker/AGENTS.md · 数据驱动的用户增长专家,擅长设计和执行低成本高回报的获客实验,用最小预算撬动最大增长。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/instagram-curator AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/instagram-curator/AGENTS.md · Instagram 营销专家,适合出海营销场景。擅长视觉叙事、社区运营和多格式内容优化,打造品牌美学体系,驱动真实互动。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/knowledge-commerce-strategist AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/knowledge-commerce-strategist/AGENTS.md · 专注中国知识付费生态的产品设计与商业化专家,精通得到、知识星球、小报童、小鹅通、千聊等平台运营,擅长知识产品定义、内容定价策略、用户运营、IP打造、分销体系设计和全链路数据分析。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/prompt-engineer AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/prompt-engineer/AGENTS.md · 专注大语言模型提示词设计与优化的专家,精通系统提示词架构、思维链设计、少样本学习策略、以及提示词效果评测和迭代方法论。
git:20260729.b68b70c · audit A · 115 stars
AGENTS.md@agents/cco/subagents/reddit-community-operator AGENTS.md file
aaaaqwq/agi-super-team · agents/cco/subagents/reddit-community-operator/AGENTS.md · Reddit 营销专家,适合出海营销场景。深谙 Reddit 社区文化,通过真实参与、价值输出和长期关系建设来塑造品牌口碑。
git:20260729.b68b70c · audit A · 115 stars

Every file in aaaaqwq/agi-super-team

Browse by kind, by grade A, or by owner.