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bie-component-ontologist

Design BIE component ontologies and review implementations for compliance.

Updated Aug 27, 2026
Search Tags:#bie ontology#component modeling#identity dependence#construction order#ontology review#bie component#ontology validation
One-click install
npx skills add https://github.com/OntoLedgy/ol_ai_context_library --skill bie-component-ontologist
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bie-component-ontologist
Source: https://github.com/OntoLedgy/ol_ai_context_library/tree/main/skills/bie-component-ontologist
Command: npx skills add https://github.com/OntoLedgy/ol_ai_context_library --skill bie-component-ontologist

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill eliminates the risk of incomplete, inconsistent, or non-compliant BIE component ontology models for the BORO Identity Ecosystem, which can cause implementation errors, registration gaps, and circular dependency issues during development. It ensures ontology models are fully validated and approved before handoff to data engineers for implementation.

Core Features & Use Cases

  • Dual Workflow Modes: Operates in Design Mode to create new BIE component ontologies from natural language requirements, and Review Mode to extract or validate existing BIE implementations against ontology rules.
  • Standardized Deliverables: Produces the 4 mandatory BIE component ontology outputs: object type hierarchy, relation types, identity dependence relations, and leaf-first construction order.
  • Gap Analysis: In Review Mode, identifies implementation and testing gaps with concrete file/line evidence, aligned with the official BIE review checklist.
  • Use Case: When building a new BIE component for identity management, use this Skill to define all entity types, their identity dependencies, and construction order to avoid registration failures during implementation.

Quick Start

Use the bie-component-ontologist skill to design the complete ontology model for the new BIE user management component based on the provided requirements and latest Confluence architecture reference.

Frequently Asked Questions about bie-component-ontologist

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

FAQPage Schema
How do I design a BIE component ontology from natural language requirements?▼

To validate existing BIE ontology implementations, use Review Mode to extract models and identify gaps, identity dependence errors, and construction order violations with concrete file and line evidence aligned to the official review checklist.

What is leaf-first construction order in BIE component modeling?▼

The four mandatory BIE component ontology deliverables are the object type hierarchy, relation types, identity dependence relations, and leaf-first construction order, all aligned with BIE four-facet architecture principles.

Why does BIE component ontology validation fail during implementation?▼

Yes, you can review existing BIE implementations for ontology gaps by using Review Mode, which extracts current models and tests them against BIE four-facet architecture principles and registration completeness rules.

What is leaf-first construction order in BIE component modeling?▼

Leaf-first construction order is a mandatory BIE ontology deliverable that defines the sequence for building components, ensuring base entity types are established before dependent types to prevent circular dependency and registration failures.

Why does BIE component ontology validation fail during implementation?▼

BIE ontology validation fails due to incomplete models, identity dependence errors, or construction order violations, which cause implementation errors and registration gaps if not resolved before handoff to data engineers.

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