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record-designer

Design YAML extraction templates for model, list, and set record types.

3.3k|386|Updated Jan 7, 2026
Search Tags:#design#templates#yaml#deduplication#extraction#records#identifiers
One-click install
npx skills add https://github.com/yifanfeng97/Hyper-Extract --skill record-designer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: record-designer
Source: https://github.com/yifanfeng97/Hyper-Extract/tree/main/hyperextract-skills/record-designer
Command: npx skills add https://github.com/yifanfeng97/Hyper-Extract --skill record-designer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Design YAML extraction templates for record types (model, list, set) to help teams convert unstructured text into structured, reusable data models with clear identifiers and display rules.

Core Features & Use Cases

  • Create consistent schemas for model, list, and set extractions with explicit field definitions and deduplication keys.
  • Provide reusable patterns and validation guidelines to accelerate template design across domains.
  • Generate display labels and integration-ready outputs for downstream tooling.

Quick Start

Provide a ready-to-use YAML design template that defines fields, types, and identifiers for a sample record.

Frequently Asked Questions about record-designer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I design YAML templates to extract structured record data from text?▼

Design YAML extraction templates by defining fields, types, and deduplication identifiers for model, list, and set record types from natural language guidance. This enforces output schemas and display formatting rules to convert unstructured notes into structured data.

What is the best way to deduplicate extracted records across multiple documents?▼

Deduplicate extracted records by designing a set-type YAML template with explicit identifier rules. The template enforces identifier keys for sets, ensuring entities across documents are matched and deduplicated according to defined schema constraints.

Can I create a YAML schema for both single records and lists of items?▼

Yes, you can create YAML schemas for both model and list record types. Model templates define single structured records with explicit fields, while list templates extract sequences of items, both supporting clear field definitions and display labels.

How do I generate integration-ready outputs for downstream data tooling?▼

Generate integration-ready outputs by defining display labels and output schemas within your YAML extraction templates. The templates apply enforced formatting rules and validation guidelines to produce structured data models ready for downstream consumption.

Do I need prior YAML knowledge to create extraction templates for record types?▼

Basic familiarity with YAML structure helps, but templates can be designed from natural language guidance. The skill provides reusable patterns and validation guidelines that accelerate template design across domains without requiring advanced YAML expertise.

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