Home / fusengine / agents · plugins/seo/skills/seo-cluster/SKILL.md · GitHub

seo-cluster skillA

seo-cluster is agent-read markdown (skill) from fusengine/agents: Use when building semantic keyword clusters from SERP overlap for pillar/cluster content architecture..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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

Latest version
mdr add fusengine/agents/seo-cluster@git:20260729.3b91eed
Exact content
mdr add fusengine/agents/seo-cluster@sha256:7e085d317565d28c

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_c7pbilzpu3xgiw5a.svg)](https://markdownregistry.com/a/art_c7pbilzpu3xgiw5a)

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Versions

versioncommittedcommitsizeaudit
git:20260729.3b91eed latest2026-07-29 3b91eed 3,568 BA view · diff
git:20260603.1ee84d02026-06-03 1ee84d0 2,964 BA view · diff
git:20260512.df858112026-05-12 df85811 1,138 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 · 28 stars · license MIT · pushed 2026-09-24 · 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 agent 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.

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