yifanfeng97/Hyper-Extract

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

3.9kStars on the repository
18Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

hyper-extract

01

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

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…

3.9k +37 yesterday A 67 tokens

brainstorm

02

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

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…

3.9k +37 yesterday A 70 tokens

graph-designer

03

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

Design YAML extraction templates for graph types (graph, hypergraph, temporalgraph, spatialgraph). 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…

3.9k +37 yesterday A 84 tokens

multilingual

04

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

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…

3.9k +37 yesterday A 73 tokens

record-designer

05

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

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…

3.9k +37 yesterday A 78 tokens

template-optimizer

06

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

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).

3.9k +37 yesterday A 55 tokens

yaml-validator

07

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

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).

3.9k +37 yesterday A 68 tokens