Does it classify user intent?

Yes, the skill automatically categorizes keywords into Informational, Commercial, Transactional, or Navigational intent based on specific linguistic signals.

What is semantic clustering in this context?

It is an algorithm that groups expanded keywords based on overlapping meanings and themes, helping you identify 'Pillar' topics and their supporting 'Cluster' content.

How does this skill expand seed keywords?

The skill applies Question, Comparative, Intent, and Audience modifiers (such as 'how to', 'vs', and 'for beginners') to generate a list of 50-100+ related search terms from a single seed.

How is the final data presented?

The skill produces a standardized Keyword Cluster Report in Markdown, including cluster names, intent, funnel stages, and estimated volume lists.

Keyword Cluster Builder

Name: Keyword Cluster Builder
Author: MadAppGang

byMadAppGang

•

营销自动化

Generates comprehensive keyword lists and organizes them into semantic topic clusters for advanced SEO and content strategy.

The Keyword Cluster Builder skill empowers Claude to perform sophisticated SEO research by transforming a single seed keyword into a structured content roadmap. It utilizes systematic expansion techniques—including question, comparative, intent, and audience-based modifiers—to build extensive keyword lists from scratch. By applying a clustering algorithm, the skill groups terms by semantic similarity and search intent, allowing users to identify pillar content opportunities, map keywords to specific funnel stages, and uncover critical content gaps in their niche.

主要功能

01Intent classification for Informational, Commercial, and Transactional terms

023 GitHub stars

03Standardized Markdown reporting for easy integration into content briefs

04Semantic clustering for pillar-and-spoke content planning

05Funnel stage mapping to align content with the customer journey

06Automatic keyword expansion using four distinct modifier types

使用场景

01Identifying high-value keyword gaps in existing website documentation

02Planning a comprehensive content calendar to build topical authority

03Mapping marketing funnel stages to specific search queries for lead generation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add madappgang/magus keyword-cluster-builder

For use in Claude.ai and ChatGPT

主要功能

01Intent classification for Informational, Commercial, and Transactional terms

023 GitHub stars

03Standardized Markdown reporting for easy integration into content briefs

04Semantic clustering for pillar-and-spoke content planning

05Funnel stage mapping to align content with the customer journey

06Automatic keyword expansion using four distinct modifier types

使用场景

01Identifying high-value keyword gaps in existing website documentation

02Planning a comprehensive content calendar to build topical authority

03Mapping marketing funnel stages to specific search queries for lead generation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add madappgang/magus keyword-cluster-builder

For use in Claude.ai and ChatGPT