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.