topic-cluster-performance SKILL.md skillA

topic-cluster-performance from coupler-io/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add coupler-io/skills/topic-cluster-performance@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
coupler-io/skills
Path
seo-and-geo/topic-cluster-performance/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Oct 30, 2026
Size
12,286 bytes
Repository stars
40
License
MIT

Groups your search traffic by topic instead of by page, from live Google Search Console data in your Coupler.io workspace — each topic's clicks, impressions, CTR and position, its share of clicks against its share of pages, its trend, and how much rests on one page — so you can see which topics earn their place and which take effort without paying back. Topics come from a saved rule, the site's URL folders, or patterns you give it. Use for "which topics perform best in search…

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

# Topic Cluster Performance

Groups your Google search traffic by topic, and shows which topics pay back the content put into them and which hang on one page. Topic Cluster Performance is a Coupler.io AI agent skill that works with live data from Google Search Console.

**Shows which topics on your site earn search traffic for the effort put in, which are growing, and
which hang on a single page.**

Content teams plan by topic and Search Console reports by page. With a few hundred pages, nobody can
hold the page list in their head and see that one topic has forty posts and almost no clicks while
another earns a third of the site's traffic from eight. Grouping pages into topics turns the page list
into a planning view: where to write more, where to stop, and where one strong page is doing all the
work for a topic that looks healthy.

**What you get back**

- **One row per topic** — pages, clicks, impressions, CTR, average position, clicks per page.
- **Share of clicks against share of pages** — the line that shows over- and under-earning topics.
- **Trend per topic** — against the previous period and the same period last year.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add coupler-io/skills/topic-cluster-performance@sha256:67b7a580871e935a

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_yr6n3djtlbx33myf.svg)](https://markdownregistry.com/a/art_yr6n3djtlbx33myf)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 30, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-30 aa9970f 12,286 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 (12286 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

coupler-io/skills · 40 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yr6n3djtlbx33myf
GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/topic-cluster-performance
GET https://markdownregistry.com/api/v1/blob/67b7a580871e935ae510b1be52f46ec4e181fcdc18088eafdf1c51fee8eb8c1d

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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