技能 analytics

📦

analytics

Name: analytics
Author: coreyhaines31

v2.0.2 内容修订 r1 中风险 🌐 网络访问⚙️ 外部命令

Build and Audit Analytics Tracking Plans

Inconsistent events and campaign labels make marketing and product results difficult to measure. This skill provides tracking plans, implementation examples, and validation guidance for GA4 and Google Tag Manager.

支持: Claude Codex Code(CC)

📊 70 合格

使用我的智能体安装

将此请求复制给你的智能体，其中包含权威 Skill 页面和清单。

智能体请求

Review the Skillstore skill "analytics" from https://skillstore.io/skills/coreyhaines31-analytics.md and its manifest at https://skillstore.io/api/skills/coreyhaines31-analytics/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

你的智能体仍应展示其计划，并按安全策略请求必要确认。

Agent 可读资源

当 AI Agent、爬虫或脚本需要干净上下文，而不是读取完整页面时，请使用这些链接。

Markdown 详情 GET /skills/coreyhaines31-analytics.md 已签名 manifest GET /api/skills/coreyhaines31-analytics/manifest 已签名 lockfile GET /api/skills/coreyhaines31-analytics/lockfile

测试它

正在使用“analytics”。 What should we track for SaaS signup and activation?

预期结果:

Signup completed: fire after successful account creation; record signup method and plan without email addresses.
Onboarding step completed: record step number and step name to identify onboarding drop-off.
Feature used: record feature name and category to compare activation behavior.
Validation: confirm each intended action produces one event with expected properties in GA4 DebugView.

正在使用“analytics”。 Our purchase event fires twice in GTM.

预期结果:

Inspect GTM Preview to identify every tag firing for a single purchase.
Check duplicate containers, overlapping triggers, and repeated application data layer pushes.
Verify transaction identifiers and review the configured conversion counting method.
Retest one purchase across browsers and mobile before publishing the container version.

正在使用“analytics”。 Create UTM conventions for our newsletter and search ads.

预期结果:

Newsletter: source newsletter, medium email, campaign product_launch, content footer_cta.
Search ads: source google, medium cpc, campaign product_launch, term matching the paid keyword.
Use lowercase values and document approved labels in a shared campaign spreadsheet.

安全审计

中风险

v1 • 2026/10/5 打开版本化报告

Twenty-nine static alerts are false positives from Markdown, example values, documentation links, and analytics terminology. The Facebook Pixel example loads third-party JavaScript and sends page-view telemetry when implemented. A separate consent-guidance gap could leave Custom HTML tracking active before consent; no evidence found of malicious instructions or credential theft.

已扫描文件

1,355

分析行数

复核项

已忽略误报

已确认安全问题 (1)

中

references/gtm-implementation.md:225-244 references/gtm-implementation.md:323-347

Custom HTML consent enforcement is incomplete

The guide says 'Tags respect consent state automatically' after consent configuration. Its Facebook Custom HTML example uses 'All Pages' without an explicit consent gate. Google consent settings alone do not stop this Custom HTML pixel, so copied configurations can track visitors before marketing consent.

The example uses an unconditional All Pages trigger, and the consent section provides Google settings without showing Facebook-specific gating. This is a documented deployment risk, not evidence of actual visitor tracking by the skill.

能力复核项 (1)

这些是真实的本地能力，对此技能可能是预期行为，因此需要复核，但不会按已确认恶意行为计分。

低

references/gtm-implementation.md:238

Hardcoded URL

'https://connect.facebook.net/en_US/fbevents.js');

The example injects Facebook-hosted JavaScript and calls fbq to record PageView. Implementing it exposes visitor data and browser execution to a third party.

风险因素

审计者: codex

分享与引用此报告

分享版本化评估报告、中性徽章、嵌入卡片和引用。Skillstore 只报告证据，不判断该 Skill 是否安全。

打开版本化报告

复制报告链接

https://skillstore.io/skills/coreyhaines31-analytics/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown 徽章

[![Skillstore security assessment](https://skillstore.io/badges/skills/coreyhaines31-analytics/security.svg)](https://skillstore.io/skills/coreyhaines31-analytics?utm_source=security_passport_badge)

HTML 徽章

<a href="https://skillstore.io/skills/coreyhaines31-analytics?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/coreyhaines31-analytics/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

嵌入卡片

<iframe src="https://skillstore.io/embed/skills/coreyhaines31-analytics.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>

学术引用 (APA · BibTeX · CFF)

APA 引用

coreyhaines31. (2026). analytics security audit report (audit version 1) [Author version 2.0.2]. Skillstore. https://skillstore.io/skills/coreyhaines31-analytics/audits/1

BibTeX 引用

@techreport{coreyhaines31-coreyhaines31-analytics-2026,
  author = {coreyhaines31},
  title = {analytics security audit report (audit version 1)},
  institution = {Skillstore},
  year = {2026},
  number = {1},
  url = {https://skillstore.io/skills/coreyhaines31-analytics/audits/1},
  note = {Author version 2.0.2}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "analytics security audit report (audit version 1)"
version: "2.0.2"
type: report
authors:
  - name: "coreyhaines31"
date-released: "2026-10-05"
url: "https://skillstore.io/skills/coreyhaines31-analytics/audits/1"
identifiers:
  - type: other
    value: "skillstore:coreyhaines31-analytics:audit:1"
    description: "Skillstore immutable audit report identifier"

Skillstore 评分

评分依据证据置信度: 中

架构

100

可维护性

内容

社区

规范符合性

你能构建什么

Standardize campaign measurement

Define conversion events and UTM conventions for advertising, newsletters, and organic campaigns.

Instrument product activation

Create a SaaS tracking plan for signup, onboarding, feature usage, and subscription changes.

Validate store tracking

Map purchase properties and diagnose missing or duplicate events with GA4 DebugView and GTM Preview.

试试这些提示

Choose essential events

We run a marketing website using GA4. Recommend five events for demo requests and signups. Include properties, triggers, and the decision each event supports.

Define campaign labels

Create UTM conventions for Google Ads, LinkedIn ads, and our newsletter. Define source, medium, campaign, and content values with examples and a documentation checklist.

Diagnose duplicate conversions

Our GA4 signup event appears twice. We use GTM and application data layer events. Outline checks for duplicate tags, trigger conditions, and conversion counting.

Design an implementation review

Design a GA4 and GTM tracking plan for an online store. Include purchase properties, dimensions, deduplication checks, explicit pixel consent gates, and deployment validation.

最佳实践

Start with business decisions, then document the smallest useful set of events and properties.
Validate event triggers, property values, and duplicate behavior in GTM Preview and GA4 DebugView before publication.
Exclude personal data and test explicit consent gating for each analytics or marketing tag, including Custom HTML pixels.

避免

Tracking every interaction without defining which decision it supports.
Using inconsistent event names or UTM labels across teams and channels.
Publishing third-party pixels on All Pages while assuming Google consent settings automatically block them.

常见问题

Does this skill automatically connect to my analytics accounts?

No. It provides guidance and examples; account access requires separately configured tools and authorization.

Which analytics tools receive detailed coverage?

GA4 and Google Tag Manager have bundled implementation references. Other analytics tools are listed with external guide links.

Can it help diagnose duplicate events?

Yes. It provides checks for duplicate containers, repeated triggers, variable paths, and event validation using preview and debugging tools.

Does it guarantee privacy compliance?

No. Review legal requirements, minimize data collection, and explicitly gate third-party pixels with the appropriate consent controls.

Does it cover attribution models or experiment design?

Not in depth. It directs attribution questions and experiment design to related skills while supporting tracking implementation.

What information should I provide first?

Provide your tools, technology stack, existing tracking, key conversions, business decisions, and consent requirements. Relevant local product-marketing context can reduce repeated questions.