Hyper-Extract

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.

Design YAML extraction templates for graph types (graph, hypergraph, temporal_graph, spatial_graph). Use when user says: "design graph", "create knowledge graph", "extract relationships", "temporal data", "spatial data". Trigger: User wants to extract entity relationships, multi-party events, or time/location-based data. Skip: User wants simple record extraction (use record-designer instead).

Optimize YAML templates for Hyper-Extract. Use when: "optimize template", "fix YAML issues", "improve quality", "lint template" Trigger: After creating templates or during review Skip: Creating new templates (use brainstorm + designer instead)

Convert Hyper-Extract YAML templates to multi-language support. Use when user says: "add translation", "multilingual", "convert language", "support Chinese and English". Trigger: User wants to add Chinese/English/Japanese translation to their template. Skip: User wants to design a new template (use record-designer or graph-designer instead).

Design YAML extraction templates for record types (model, list, set). Use when user says: "design model template", "create item list extraction", "extract items", "deduplicate entities". Trigger: User wants to extract structured records, lists, or deduplicated entities. Skip: User mentions graph, relations, or knowledge graph (use graph-designer instead).

Validate Hyper-Extract YAML templates for syntax and structure errors. Use when user says: "validate template", "check YAML", "fix errors", "validate syntax". Trigger: User wants to verify their YAML configuration is correct. Skip: User wants to design a new template (use record-designer or graph-designer instead).

Explore requirements and determine extraction type for Hyper-Extract. Use when user says: "design template", "extract data", "create extraction", "unsure which type to use". Trigger: User needs help deciding extraction type (model/list/set/graph/hypergraph). Skip: User already knows the type and wants specific design help.