entity-extraction

name	entity-extraction
description	Extract entities from text with NER, regex patterns, and LLM-based extraction
category	AI Agents

Entity Extraction

Overview

Extract entities from text with NER, regex patterns, and LLM-based extraction. This skill helps you apply structured, repeatable methods for consistent results.

When to Use

• When you need to apply entity extraction best practices
• When establishing processes or standards for your workflow
• When training team members on entity extraction
• When automating or optimizing entity extraction tasks

Instructions

1. Assess: Evaluate the current state, requirements, and constraints
2. Plan: Define the approach, steps, and success criteria
3. Execute: Follow the established patterns and best practices
4. Verify: Check results against expected outcomes and quality standards
5. Iterate: Refine based on feedback and lessons learned

Examples

User: Help me apply entity extraction for my current project
Assistant: I'll help you apply entity extraction step by step...

Related Skills

• Use with workflow tool for orchestrated execution
• Combine with task tool for delegated processing
• Reference system-prompt for system-level integration