hyper-extract

name	hyper-extract
description	Hyper-Extract Knowledge Template Designer for structured knowledge extraction. Use when user wants to: design YAML templates, extract structured knowledge, create knowledge graphs. Available skills: brainstorm, record-designer, graph-designer, yaml-validator, multilingual. Trigger: User mentions template design, extraction, knowledge graph, or YAML configuration.

Hyper-Extract

Overview

Hyper-Extract helps users design YAML configuration templates for structured knowledge extraction.

Workflow

User → brainstorm → designer → validator → multilingual

Skills

Skill	Purpose	When to Use
brainstorm	Explore requirements, determine types	First step, when unsure
record-designer	Design model/list/set structures	For Record types
graph-designer	Design graph/hypergraph structures	For Graph types
yaml-validator	Validate YAML correctness	Optional, after design
multilingual	Multi-language support	Optional

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Skill Workflow

Step 1: brainstorm

Discuss requirements, determine type, create design draft.

Step 2: designer

Generate YAML based on design draft:

• record-designer → model/list/set
• graph-designer → graph/hypergraph/temporal/spatial

Step 3: validator (optional)

Validate YAML syntax and structure.

Step 4: multilingual (optional)

Add multi-language support.

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Supported Types