Home / kostja94 / marketing-skills · GitHub

keyword-clustering SKILL.md skillA

keyword-clustering from kostja94/marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add kostja94/marketing-skills/keyword-clustering@v1.0.1

Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: kostja94/marketing-skills
Path: skills/keyword-clustering/SKILL.md
Versions recorded: 1
Latest version: v1.0.1, committed Nov 6, 2026
Size: 1,658 bytes
Repository stars: 1,089
License: MIT

Groups candidate keywords by user task and tests whether one page can satisfy them. Use for same-page decisions, mixed intent and adjacent queries.

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

For each candidate, identify the user's starting state, operation, desired result and next action. Group tentative variants only when one focused page can fully serve them. Check product capability and expected page type. Compare actual ranking URLs and page types in the target locale when available. Record market and date. If search evidence and task analysis disagree, explain the disagreement and leave the decision pending.

Keep the base expression family visible across the handoff. Assign variants to a page cluster or mark their intent pending. A process noun can attract both tool users and readers researching the method; compare page types before deciding. Deduplicate exact repeats while preserving meaningful wording differences.

Classify relationships as same-page variants, parent/child, adjacent tasks, conditional modifiers, mixed intent or exclusions. Free, bulk and API can change the required experience. Shared vocabulary or overlapping results alone cannot establish compatibility. For example, removing white to obtain transparency and adding white for a product listing have opposite output requirements.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add kostja94/marketing-skills/keyword-clustering@sha256:11f63b8372ae0191

The line at the top of this page pins the label v1.0.1, 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_pi7n6gyygbhqch5m.svg)](https://markdownregistry.com/a/art_pi7n6gyygbhqch5m)

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

Versions

The registry has recorded 1 version of this file, committed on Nov 6, 2026.

version	committed	commit	size	audit
v1.0.1 latest	2026-11-06	0abd7d7	1,658 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 (1658 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

kostja94/marketing-skills · 1,089 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pi7n6gyygbhqch5m
GET https://markdownregistry.com/api/v1/resolve?ref=kostja94/marketing-skills/keyword-clustering
GET https://markdownregistry.com/api/v1/blob/11f63b8372ae0191d80fbbbe89c491fa910edef5be1ffe2be645ec21f629a565

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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