Skills
.Work. You
Rest

clio-clustering

Community

End-to-end semantic clustering with visuals.

Data & Analytics#visualization#nlp#embedding#clustering#data-sourcing#text-analysis
Authorjosh-cooper
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Builds an end-to-end clustering and visualization pipeline for text data, enabling pattern discovery and exploratory analysis across sources like GitHub issues, Slack messages, tickets, code reviews, and forum posts.

Core Features & Use Cases

  • Data sourcing, scraping, embedding, and hierarchical clustering to group similar items.
  • LLM-powered cluster labeling and descriptive summaries for quick interpretation.
  • Interactive visualization to explore clusters, filter results, and drill down to individual items.

Quick Start

Follow the phases to identify data sources, verify access with tests, fetch data, generate embeddings, perform hierarchical clustering, label clusters with an LLM, and launch the interactive visualization.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: clio-clustering
Download link: https://github.com/josh-cooper/.claude/archive/main.zip#clio-clustering

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.