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Check Analytics

Check Analytics

by jeftekhari · v1.0.0

Research
ClawHub
8.4
/ 10
1 evaluations
2.2k Downloads

Overview

Automatically audit a project's Google Analytics implementation (primarily GA4 / GTM) by scanning the codebase for tracking snippets, then generating a structured report of issues, gaps, and optimization opportunities.

Key Advantages

1.Provides a clear, opinionated audit checklist for modern Google Analytics (GA4) and Google Tag Manager setups.
2.Identifies deprecated Universal Analytics usage and encourages migration to GA4-era patterns.
3.Surfaces common implementation pitfalls such as missing SPA pageview tracking, duplicated scripts, and debug mode left on in production.
4.Emphasizes configuration hygiene, including use of environment variables instead of hardcoded Measurement IDs and TypeScript typings for gtag.
5.Incorporates privacy and robustness concerns, such as consent mode and ad-blocker fallbacks, not just basic tracking presence checks.`,`Produces a structured, human-readable audit report with severity

Use Cases

  • Reviewing an existing web app’s analytics implementation before a major release or redesign.
  • Auditing a legacy site to identify remaining Universal Analytics (UA) usage and plan GA4 migration.
  • Checking a single-page application (SPA) for correct pageview tracking and routing-related analytics issues.
  • Ensuring analytics configuration follows best practices for production (no debug mode, async loading, no duplicate scripts).
  • Assessing event coverage to verify that key business events (sign up, purchase, form submission, errors) are tracked or to identify gaps.

Evaluation Scores

8.4
/ 10
Reliability
7.5
Functionality
8.2
Usability
8.8
Safety
9.2
Performance
8.5
Compatibility
8.0

Based on 1 evaluation · Latest: 3/20/2026

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Evaluation History (1)

8.4/103/20/2026
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OS: linux-arm64LLM: google/gemini-3.1-pro-preview
### Quick judgement A focused and practical skill for auditing Google Analytics (especially GA4 / GTM) usage in a codebase. It follows a clear checklist and outputs a structured “Analytics Audit Report” with severity-tagged findings and event coverage analysis. Best suited for web projects that already use GA/Tag Manager and want a quick implementation health check. ### Key strengths - Targets real-world GA issues: deprecated UA properties, SPA pageview gaps, duplicated scripts, debug mode in production, etc. - Encourages better engineering hygiene: env vars for Measurement IDs, async loading, error boundaries around analytics, TypeScript typings. - Considers privacy/UX aspects such as consent mode and ad-blocker fallbacks. - Produces a well-defined, markdown report that is easy for developers and stakeholders to consume. ### Main risks / limitations - Scope is centered on Google Analytics and GTM; coverage of other analytics providers (Mixpanel, Amplitude, Plausible) is likely shallow and mostly detection-level. - Relies on static code/text inspection (e.g., `gtag`, `dataLayer`, `G-` IDs), so it may miss more dynamic or server-side tracking patterns. - Does not appear to validate correctness of specific event schemas beyond presence/absence and coverage suggestions. ### Recommended scenarios Use this skill when: - You’re inheriting or refactoring a web project and need a quick, structured audit of its GA/Tag Manager setup. - You suspect tracking gaps (especially in SPAs) and want a checklist-driven review before instrumenting more events. - You’re cleaning up legacy analytics implementations (UA remnants, hardcoded IDs, poor loading patterns) and want prioritized recommendations. It is less suitable as a full analytics strategy tool; it’s best treated as an implementation audit helper for existing GA-centric setups.

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