cmo-keyword-clustering SKILL.md skillA
cmo-keyword-clustering from ai-marketing-os-ltd/cmo-so-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-marketing-os-ltd/cmo-so-skills/cmo-keyword-clustering@v0.15.0Pins v0.15.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-marketing-os-ltd/cmo-so-skills
- Path
plugins/cmo-so-seo/skills/cmo-keyword-clustering/SKILL.md- Versions recorded
- 5
- Latest version
- v0.15.0, committed Oct 25, 2026
- First version recorded
- Oct 19, 2026
- Size
- 9,820 bytes
- Repository stars
- 4
- License
- MIT
Group keywords by search intent and SERP overlap into topic clusters, mapped to existing or new pages. Use when the user says things like "cluster these keywords"; "build a topic map for my blog"; "which keywords belong on the same page?"; "plan a pillar page and supporting posts"; "are my posts competing with each other?"; "turn this keyword list into a content plan". Works with the CMO.so MCP server (cmo-so plugin).
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
# Keyword clustering & topic map Turn a flat keyword list into a map of pages: which keywords one page should answer together, which need their own page, and how the pages link into topic clusters. Maggie groups by how search results actually behave (shared ranking pages and shared intent), not by similar words, maps each cluster to an existing post or a new one, and can queue the missing posts as ideas. ## When to use - A keyword list exists and needs to become pages: "cluster these", "topic map", "pillar and spokes". - Planning a blog section or a quarter of content. - Suspected cannibalisation: two posts trading places for the same query. - Not for: finding keywords in the first place (use `cmo-keyword-research`), or the site's navigation and URL hierarchy (use `cmo-site-architecture`). ## Before you start - Ask for the keyword list, or a seed topic to expand (one question at a time). Under about 10 usable keywords, skip formal clustering and produce a simple keyword-to-page map. - Ask which pages matter commercially (product, service, pricing) so clusters can point readers there. - With CMO.so connected: …
Read the whole file at its exact version.
How to install
mdr add ai-marketing-os-ltd/cmo-so-skills/cmo-keyword-clustering@sha256:0235856f314480d9The line at the top of this page pins the label v0.15.0, 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.
[](https://markdownregistry.com/a/art_rcf4tch2uk3kjo5p)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 19, 2026 and Oct 25, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.15.0 latest | 2026-10-25 | e59889b | 9,820 B | A | view · diff |
| v0.14.0 | 2026-10-25 | 3938fc5 | 9,820 B | A | view · diff |
| v0.13.0 | 2026-10-22 | af514f0 | 9,820 B | A | view · diff |
| v0.11.7 | 2026-10-19 | f73e99e | 9,820 B | A | view · diff |
| v0.11.6 | 2026-10-19 | 4d1b95e | 9,820 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9820 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
ai-marketing-os-ltd/cmo-so-skills · 4 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rcf4tch2uk3kjo5p GET https://markdownregistry.com/api/v1/resolve?ref=ai-marketing-os-ltd/cmo-so-skills/cmo-keyword-clustering GET https://markdownregistry.com/api/v1/blob/0235856f314480d90b7867ede5a67fb2283c6002cc44792206600cac0748a4bb
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.