validate

Validate Semantica pipelines, graph schemas, and ontology consistency.

3.0k|350|Updated Jun 25, 2025
One-click install
npx skills add https://github.com/semantica-agi/semantica --skill validate-semantica-agi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: validate
Source: https://github.com/semantica-agi/semantica/tree/main/plugins/skills/validate
Command: npx skills add https://github.com/semantica-agi/semantica --skill validate-semantica-agi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validate pipelines, graph schemas, and ontology consistency to improve reliability and auditability of Semantica deployments.

Core Features & Use Cases

  • Validate full pipelines: ensure steps, dependencies, and extraction quality meet standards.
  • Check graph schema conformance and referential integrity to prevent broken relations.
  • Assess ontology consistency and compatibility with governance and compliance requirements.
  • Use cases include PR validation, production audits, and governance checks.

Quick Start

Run the validate command against a target to perform end-to-end quality checks for pipelines, graphs, and ontologies.

Frequently Asked Questions about validate

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

FAQPage Schema
How do I validate Semantica pipeline steps and dependencies for CI checks?▼

To validate Semantica pipeline steps and dependencies, run the validate command with pipeline, step, or dependencies sub-commands. This performs end-to-end quality checks to ensure extraction standards are met and produces actionable quality reports for PR validation.

What is the best way to check graph schema conformance and referential integrity?▼

Checking graph schema conformance and referential integrity is handled by the GraphValidator, which validates graph schemas to prevent broken relations. Running the validate command with the graph sub-command produces a report detailing schema violations.

Can I audit ontology consistency and governance compliance during production deployments?▼

You can audit ontology consistency and governance compliance using the OntologyValidator. The validate command exposes an ontology sub-command that assesses compatibility with governance requirements, yielding actionable audit reports for production deployments.

Does pipeline validation work without any external dependencies?▼

Pipeline validation requires no external dependencies to operate. It leverages internal components like PipelineValidator and PipelineBuilder.validate_pipeline to execute checks across steps, extraction, and performance without needing additional packages.

How do I run end-to-end quality checks for extraction performance in a pipeline?▼

Running end-to-end quality checks for extraction performance is done by executing the validate command with the performance sub-command. It assesses pipeline extraction quality and performance metrics, generating an actionable quality report.

Why does my ontology validation report show compatibility errors after a schema update?▼

Ontology validation reports show compatibility errors after a schema update when the OntologyValidator detects inconsistencies between the new schema and existing governance requirements. Re-run the ontology validation to identify and resolve the specific referential violations.