seo-cluster SKILL.md skillA

seo-cluster from fusengine/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add fusengine/agents/seo-cluster@git:20260729.3b91eed

Pins git:20260729.3b91eed in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: fusengine/agents
Path: plugins/seo/skills/seo-cluster/SKILL.md
Versions recorded: 3
Latest version: git:20260729.3b91eed, committed Jul 29, 2026
First version recorded: May 12, 2026
Size: 3,568 bytes
Repository stars: 36
License: MIT

Use when building semantic keyword clusters from SERP overlap for pillar/cluster content architecture.

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

<objective>
Builds semantic keyword clusters by expanding a seed keyword (autocomplete + "People Also Ask"), fetching each candidate's SERP, and grouping keywords whose SERP overlaps the seed's by Jaccard index ≥30% into one cluster (pillar = highest-volume keyword). Layers clusters by buyer state (L1 awareness through L4 decision) rather than lexical similarity, splits local vs global intent into separate pages, and runs an anti-cannibalization check against existing pages before proposing new cluster pages. Does not write the content itself — hands off to seo-content-brief per cluster page and seo-internal-linking for the resulting link mesh.
</objective>

# Semantic Clustering

## Method

1. Take seed keyword (e.g. "claude code")
2. Fetch SERP for seed via WebFetch/fuse-browser (top 10 results)
3. For each related keyword (autocomplete + "People Also Ask"):
   - Fetch its SERP
   - Compute overlap with seed's SERP (Jaccard index)
4. Group keywords where SERP overlap ≥ 30% → same cluster
5. Cluster center = highest-volume keyword

## Output

```markdown
# Cluster: "claude code"

## Pillar: claude code (vol: 12K, KD: 45)
- Intent: informational
- Featured: AI Overview, video
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add fusengine/agents/seo-cluster@sha256:7e085d317565d28c

The line at the top of this page pins the label git:20260729.3b91eed, 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_c7pbilzpu3xgiw5a.svg)](https://markdownregistry.com/a/art_c7pbilzpu3xgiw5a)

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

Versions

The registry has recorded 3 versions of this file, between May 12, 2026 and Jul 29, 2026, about one every 39 days.

version	committed	commit	size	audit
git:20260729.3b91eed latest	2026-07-29	3b91eed	3,568 B	A	view · diff
git:20260603.1ee84d0	2026-06-03	1ee84d0	2,964 B	A	view · diff
git:20260512.df85811	2026-05-12	df85811	1,138 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 (3568 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

fusengine/agents · 36 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_c7pbilzpu3xgiw5a
GET https://markdownregistry.com/api/v1/resolve?ref=fusengine/agents/seo-cluster
GET https://markdownregistry.com/api/v1/blob/7e085d317565d28c1dc429fd5ec1ea0ed26d363847106af7daae1d136733b841

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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