LAYER_07_DATA_MODEL

Define and validate object data structures using JSON Schema Draft 7.

Updated Nov 23, 2025

Search Tags:#validation #governance #schema-design #data-model #json-schema #cross-layer #object-schema

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npx skills add https://github.com/tinkermonkey/documentation_robotics_viewer --skill layer-07-data-model

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Please help me install this Agent Skill.
Skill: LAYER_07_DATA_MODEL
Source: https://github.com/tinkermonkey/documentation_robotics_viewer/tree/main/.claude/skills/dr_07_data_model_layer
Command: npx skills add https://github.com/tinkermonkey/documentation_robotics_viewer --skill layer-07-data-model

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables teams to define and validate object data structures using JSON Schema Draft 7, establishing consistent data contracts across services and platforms.

Core Features & Use Cases

Object schema design: Create and validate objects with properties, required fields, and constraints.
Schema composition & governance: Combine schemas with allOf/anyOf/oneOf and annotate with governance metadata for data classification and retention.
Cross-layer integration: Link data models to databases, APIs, and business objects for traceability and integration.

Quick Start

Define a minimal User schema using JSON Schema Draft 7 that declares an object with id (string, uuid) and email (string, format email) as required fields, plus a name property.

Frequently Asked Questions about LAYER_07_DATA_MODEL

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

FAQPage Schema

How do I define and validate object data structures using JSON Schema?▼

JSON Schema Draft 7 validates object data structures by declaring required fields, type constraints, and format patterns. This establishes consistent data contracts across services for API design and data modeling governance.

What is the best way to link data models to databases and APIs?▼

Link data models to databases and APIs through cross-layer integration using JSON Schema. This provides traceability by connecting object schemas directly to business objects and database structures for governance.

Can I combine multiple schemas using allOf, anyOf, and oneOf?▼

Combine multiple schemas using allOf, anyOf, and oneOf for schema composition in JSON Schema Draft 7. This merges object structures and annotates them with governance metadata for data classification and retention.

How do I add data governance and classification rules to a JSON Schema?▼

Add data governance rules to a JSON Schema by annotating object schemas with governance metadata. This supports data classification and retention policies directly within the schema design for cross-layer compliance.

Does JSON Schema Draft 7 support cross-reference capabilities for business objects?▼

JSON Schema Draft 7 supports cross-reference capabilities for business objects. You can link data models to APIs and databases, ensuring traceability and integration across different architectural layers.

How do I set required fields and format patterns in a JSON object schema?▼

Set required fields and format patterns in a JSON object schema by defining property constraints within JSON Schema Draft 7. Enforce type validation, required arrays, and formats like email or uuid for data integrity.