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ai-clustering

Official

Discover categories in your data.

Data & Analytics#ai#data analysis#categorization#unstructured data#clustering#map-reduce
Authorblink-new
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the process of discovering and assigning categories to large datasets without requiring predefined labels, enabling better organization and analysis of unstructured information.

Core Features & Use Cases

  • AI-Powered Categorization: Leverages AI to identify emergent themes and create relevant category labels.
  • Map-Reduce Pattern: Employs a two-round approach for robust and scalable clustering.
  • Use Case: Automatically categorize thousands of customer support tickets into distinct issue types to identify trends and allocate resources effectively.

Quick Start

Use the ai-clustering skill to categorize the provided list of user feedback entries.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 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: ai-clustering
Download link: https://github.com/blink-new/claude/archive/main.zip#ai-clustering

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