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theme-cluster

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Group signals into coherent themes.

Product & Management#prioritization#product discovery#data normalization#feedback analysis#theme identification#signal clustering
Authortgsatwit
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of overwhelming raw signals by grouping related information into coherent themes, making prioritization more effective and reducing noise.

Core Features & Use Cases

  • Signal Normalization: Maps diverse signal language to canonical terms, resolving synonyms and extracting factual cores.
  • Semantic Clustering: Groups signals based on underlying needs, pains, or opportunities (functional, experience, performance, process).
  • Theme Naming & Ranking: Assigns names, descriptions, and ranks themes by signal density and source diversity.
  • Use Case: When faced with a backlog of user feedback from support tickets, NPS verbatims, and usage analytics, this Skill can identify recurring themes like "difficulty navigating the dashboard" or "slow report generation" before they are scored for prioritization.

Quick Start

Use the theme-cluster skill to group the provided raw signals into coherent themes.

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: theme-cluster
Download link: https://github.com/tgsatwit/agent-delivery-pub/archive/main.zip#theme-cluster

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