hyper-extract
CommunityDesign YAML templates for structured knowledge
Data & Analytics#validation#yaml#multilingual#knowledge-graph#knowledge-extraction#hypergraph#template-design
Authoryifanfeng97
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Hyper-Extract centralizes and simplifies the design of YAML extraction templates so teams can reliably turn unstructured text into strongly-typed, reusable knowledge artifacts without ad-hoc rules or inconsistent schemas.
Core Features & Use Cases
- Declarative Template Design: Provides prescriptive templates and examples for record and graph extraction types (model/list/set, graph, hypergraph, temporal, spatial).
- End-to-End Template Workflow: Guides users through brainstorming requirements, generating schema drafts, optimizing naming and multilingual content, and validating YAML correctness.
- Real Cases & Reusability: Includes curated cases (earnings_summary, corporate_ownership, battle_analysis, biography_events, product_features, entity_registry) to jumpstart domain-specific extraction tasks.
Quick Start
Design a YAML template to extract company_name, revenue, and reporting_period from a financial report.
Dependency Matrix
Required Modules
None requiredComponents
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: hyper-extract Download link: https://github.com/yifanfeng97/Hyper-Extract/archive/main.zip#hyper-extract Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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