provenance

Trace provenance metadata and audit trails within Semantica graphs.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Trace provenance metadata, track data lineage, and enforce audit trails within Semantica graphs to support governance and accountability.

Core Features & Use Cases

  • Trace the provenance of a node or fact to reveal source, authors, timestamps, and validation status.
  • View and query audit logs for graph changes to ensure compliance and traceability.
  • Inspect provenance assertions and lineage across Semantica graphs for governance and verification.

Quick Start

Ask Semantica to trace the provenance of a specific node to view its source, authors, timestamps, and validation status.

Frequently Asked Questions about provenance

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

FAQPage Schema
How do I trace data lineage and audit trails in knowledge graphs?

To trace data lineage and audit trails in knowledge graphs, you apply a provenance tool to identify metadata, trace nodes or facts, and expose validation status, authors, and timestamps within Semantica graphs.

What is provenance metadata and when do I need to track it?

Provenance metadata records the source, authors, timestamps, and validation status of graph nodes. You need to track provenance when enforcing audit trails, verifying data lineage, and ensuring compliance and accountability within Semantica graphs.

How do I view audit logs for graph changes to ensure compliance?

You view audit logs for graph changes by querying Semantica graphs to track modifications over time. This exposes validation status and provenance assertions, ensuring traceability and compliance for data governance.

Can I check the validation status and authors of specific facts in a graph?

Yes, you can check the validation status and authors of specific facts by tracing the provenance of a node. This reveals the source, timestamps, and authors attached to that fact within Semantica graphs.

What's the best way to inspect provenance assertions for data governance?

The best way to inspect provenance assertions for data governance is to trace the provenance of specific nodes or facts. This exposes lineage, source data, authors, and validation status across Semantica graphs for verification.