agentic-labeling

What problem does it solve?

This Skill automates the entire process of clustering datasets, engineering features, and interpreting the results, providing human-readable cluster personas.

Core Features & Use Cases

• Automated Clustering: Automatically clusters datasets using various algorithms and optimizes the number of clusters.
• Feature Engineering: Automatically engineers features from raw data.
• Cluster Interpretation: Generates human-readable persona names, taglines, descriptions, and traits from cluster profiles.
• Use Case: Imagine you have a dataset of customer behavior. Use this Skill to automatically cluster customers into segments and generate personas for each segment.

Quick Start

Run the agentic-labeling skill with the data path to your dataset, e.g., agentic-labeling --data path/to/your_dataset.csv