analytics-attribution SKILL.md skillA

analytics-attribution from aitytech/agentkits-marketing is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aitytech/agentkits-marketing/analytics-attribution@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aitytech/agentkits-marketing
Path
skills/analytics-attribution/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Mar 10, 2026
Size
5,808 bytes
Repository stars
607
License
MIT

Performance measurement, attribution modeling, and marketing ROI analysis. Use when setting up tracking, analyzing campaign performance, building attribution models, or creating marketing reports.

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 & Attribution

Performance measurement and attribution modeling for data-driven marketing decisions.

## Language & Quality Standards

**CRITICAL**: Respond in the same language the user is using. If Vietnamese, respond in Vietnamese. If Spanish, respond in Spanish.

**Standards**: Token efficiency, sacrifice grammar for concision, list unresolved questions at end.

---

## When to Use This Skill

Apply analytics expertise when:
- Setting up marketing tracking and measurement
- Analyzing campaign or channel performance
- Building attribution models
- Creating dashboards and reports
- Calculating marketing ROI and CAC/LTV
- Troubleshooting data discrepancies

## Core Concepts

### Analytics Framework

**Dimensions** (What you're measuring by):
- Channel, campaign, source/medium
- Device, geography, time period
- Audience segment, persona
- Content type, landing page

**Metrics** (What you're measuring):
- Traffic: Sessions, users, pageviews
- Engagement: Time on site, bounce rate, pages/session
- Conversion: Goal completions, conversion rate
- Revenue: Transaction value, ROAS, ROI
- Cost: CPC, CPL, CAC

### Key Marketing Reports
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aitytech/agentkits-marketing/analytics-attribution@sha256:328afee8621a6f4e

The line at the top of this page pins the label v1.0.0, 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_7qwh53biwgo5wvp2.svg)](https://markdownregistry.com/a/art_7qwh53biwgo5wvp2)

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

Versions

The registry has recorded 1 version of this file, committed on Mar 10, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-03-10 5377772 5,808 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5808 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

aitytech/agentkits-marketing · 607 stars · license MIT · pushed 2026-08-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7qwh53biwgo5wvp2
GET https://markdownregistry.com/api/v1/resolve?ref=aitytech/agentkits-marketing/analytics-attribution
GET https://markdownregistry.com/api/v1/blob/328afee8621a6f4e2434a9ba68adb0698dfd0e0bb0a37adcce0d5eda8a5588cb

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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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