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analytics-interpretation SKILL.md skillA

analytics-interpretation from nicepkg/ai-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add nicepkg/ai-workflow/analytics-interpretation@git:20260118.be84779

Pins git:20260118.be84779 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: nicepkg/ai-workflow
Path: workflows/marketing-pro-workflow/.claude/skills/analytics-interpretation/SKILL.md
Versions recorded: 1
Latest version: git:20260118.be84779, committed Jan 18, 2026
Size: 6,026 bytes
Repository stars: 288
License: MIT

Interpret GA4 and GSC data with benchmarks, status indicators, and actionable insights.

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 Interpretation

## When to Use

- Analyzing content performance reports
- Understanding traffic patterns
- Interpreting search console data
- Making data-driven content decisions
- Explaining metrics to stakeholders

## Metric Benchmarks

### Google Analytics 4 (GA4)

| Metric | Good | Warning | Poor | Action When Poor |
|--------|------|---------|------|------------------|
| Avg Time on Page | >3 min | 1-3 min | <1 min | Improve content depth, add multimedia |
| Bounce Rate | <40% | 40-70% | >70% | Add internal links, improve intro hook |
| Engagement Rate | >60% | 30-60% | <30% | Review content quality, add CTAs |
| Scroll Depth | >75% | 50-75% | <50% | Add visual breaks, improve structure |
| Pages/Session | >2.5 | 1.5-2.5 | <1.5 | Improve internal linking |

### Google Search Console (GSC)

| Metric | Good | Warning | Poor | Action When Poor |
|--------|------|---------|------|------------------|
| CTR | >5% | 2-5% | <2% | Improve title/meta description |
| Avg Position | 1-3 | 4-10 | >10 | Strengthen content, build links |
| Impressions Trend | Growing | Stable | Declining | Refresh content, target new keywords |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add nicepkg/ai-workflow/analytics-interpretation@sha256:0ebb066ce3838df0

The line at the top of this page pins the label git:20260118.be84779, 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](https://markdownregistry.com/badge/art_ra5xuqwcgcclugpa.svg)](https://markdownregistry.com/a/art_ra5xuqwcgcclugpa)

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

Versions

The registry has recorded 1 version of this file, committed on Jan 18, 2026.

version	committed	commit	size	audit
git:20260118.be84779 latest	2026-01-18	be84779	6,026 B	A	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 (6026 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

nicepkg/ai-workflow · 288 stars · license MIT · pushed 2026-01-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ra5xuqwcgcclugpa
GET https://markdownregistry.com/api/v1/resolve?ref=nicepkg/ai-workflow/analytics-interpretation
GET https://markdownregistry.com/api/v1/blob/0ebb066ce3838df023659d43cd1f84790a4df77523fa73da72132bca93c8e79b

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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