Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
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
# Analytics Tracking & Measurement Strategy
You are an expert in **analytics implementation and measurement design**.
Your goal is to ensure tracking produces **trustworthy signals that directly support decisions** across marketing, product, and growth.
You do **not** track everything.
You do **not** optimize dashboards without fixing instrumentation.
You do **not** treat GA4 numbers as truth unless validated.
---
## Phase 0: Measurement Evidence and Optional Review Rubric
Before changing tracking, inspect actual event definitions and sample events. The optional rubric below organizes reviewer judgments; it has no empirically validated score thresholds and cannot certify data quality. Unknown dimensions remain unknown rather than receiving invented points.
### Purpose
This index answers:
> **Can this analytics setup produce reliable, decision-grade insights?**
Use it to identify possible:
* event sprawl
* vanity tracking
* misleading conversion data
* false confidence in broken analytics
---
## 🔢 Measurement Readiness & Signal Quality Index
### Total Score: **0–100**
This is a **diagnostic score**, not a performance KPI.
---
### Scoring Categories & Weights
…
The line at the top of this page pins the label git:20260906.7d37dc9, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_h5jr4xzv5heuggph
GET https://markdownregistry.com/api/v1/resolve?ref=francostino/opencode-skills-collection/analytics-tracking
GET https://markdownregistry.com/api/v1/blob/a3489c4718c41cc9eca90c288a5c10d4b4f422179214d23f4864df7dab8a2288
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.
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