analytics-tracking

analytics-tracking is a skill for Claude Code from Ghosteken/agent-harness. It costs 21 tokens per session (1,690 once invoked), scanned A, a copy of analytics-tracking, MIT.

A guide for designing and checking analytics tracking so collected data is accurate and useful for decisions. It focuses on event definitions, conversion measures, attribution, and a readiness score for the tracking setup.

In plain words
What is it for?
Use it to plan event models, audit tracking, validate data accuracy, define conversions, assess attribution, and diagnose whether an analytics system is ready for decision-making.
Why use it?
It helps prevent tracking too many irrelevant events, trusting broken numbers, or building dashboards on unreliable data. The approach checks measurement quality before adding or changing instrumentation.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the agent-harness plugin — 173 skills, 17 commands, 12 agents shipped together

Good fit Use it to plan event models, audit tracking, validate data accuracy, define conversions, assess attribution, and diagnose whether an analytics system is ready for decision-making.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ghosteken/agent-harness/analytics-tracking
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Ghosteken/agent-harness --skill analytics-tracking
Clone the repo
git clone --depth 1 https://github.com/Ghosteken/agent-harness

Made for: Claude Code.

Or install agent-harness, the plugin that ships this one along with the rest of its 173 skills, 17 commands, 12 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for analytics-tracking

README.md
[![agentmods](https://agentmods.dev/badge/skills/ghosteken/agent-harness/analytics-tracking/github.svg)](https://agentmods.dev/skills/ghosteken/agent-harness/analytics-tracking)
Your own site
<a href="https://agentmods.dev/skills/ghosteken/agent-harness/analytics-tracking"><img src="https://agentmods.dev/badge/skills/ghosteken/agent-harness/analytics-tracking/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for analytics-tracking

Your own site · 80×15
<a href="https://agentmods.dev/skills/ghosteken/agent-harness/analytics-tracking"><img src="https://agentmods.dev/badge/skills/ghosteken/agent-harness/analytics-tracking.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,690 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 98% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00021 $0.01690
Opus 5.5 $0.00008 $0.00676
Sonnet 5.5 $0.00004 $0.00338
Haiku 4.5 $0.00002 $0.00169

Measured 1mo ago against content hash aa5999600cd9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

analytics-tracking scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

98% identical to analytics-tracking — 35 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

archive/skills-community/analytics-tracking/SKILL.md · 411 lines

How it starts

The opening of the file, as written. The whole thing — 411 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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 Readiness & Signal Quality Index (Required)

Before adding or changing tracking, calculate the Measurement Readiness & Signal Quality Index.

Purpose

This index answers:

Can this analytics setup produce reliable, decision-grade insights?

It prevents:

  • 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

Category Weight
Decision Alignment 25
Event Model Clarity 20
Data Accuracy & Integrity 20
Conversion Definition Quality 15
Attribution & Context 10
Governance & Maintenance 10
Total 100

Category Definitions

1. Decision Alignment (0–25)
  • Clear business questions defined
  • Each tracked event maps to a decision
  • No events tracked “just in case”

2. Event Model Clarity (0–20)
  • Events represent meaningful actions
  • Naming conventions are consistent
  • Properties carry context, not noise

3. Data Accuracy & Integrity (0–20)
  • Events fire reliably
  • No duplication or inflation
  • Values are correct and complete
  • Cross-browser and mobile validated

4. Conversion Definition Quality (0–15)
  • Conversions represent real success
  • Conversion counting is intentional
  • Funnel stages are distinguishable

Read the full file on GitHub · 411 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 411 lines · 21 tokens per session scan A aa5999600cd9

Subscribe to this mod's changes

analytics-tracking is a skill published in the GitHub repository Ghosteken/agent-harness (4 stars, last pushed 11d ago), licensed MIT. It adds 21 tokens to every session and 1,690 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 98% identical to analytics-tracking, differing in 35 lines, and is treated as a copy.

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