provenance

Name: provenance
Availability: InStock
Author: Hawksight-AI

Track data lineage and audit provenance assertions in Semantica graphs.

2.9k|348|Updated Jun 25, 2025

Search Tags:#audit #provenance #data lineage #traceability #source attribution

Ready to run

npx skills add https://github.com/Hawksight-AI/semantica --skill provenance-hawksight-ai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: provenance
Source: https://github.com/Hawksight-AI/semantica/tree/main/plugins/skills/provenance
Command: npx skills add https://github.com/Hawksight-AI/semantica --skill provenance-hawksight-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables tracking and verifying data origins, source attribution, and audit trails within Semantica graphs, enhancing data integrity and transparency.

Core Features & Use Cases

Provenance Tracing: Follow the source of nodes or facts to understand their origins.
Audit Logging: Review change history and the actors responsible for alterations.
Use Case: In a knowledge management system, verify the source and history of specific data points to ensure trustworthiness and compliance.

Quick Start

Use the provenance skill to trace the origin of a data node or view recent changes in the knowledge graph.

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 source attribution in a knowledge graph?▼

Data lineage tracing in a knowledge graph tracks the origin of nodes or facts to verify source attribution. This provenance process follows data sources to understand their origins and improve overall data integrity and transparency.

What is the best way to audit change history and review responsible actors in Semantica?▼

Audit logging in Semantica reviews change history and identifies the actors responsible for alterations. This auditing functionality provides detailed traceability for data validation and compliance within your knowledge management system.

Can I use this provenance Skill for compliance and source verification in knowledge systems?▼

Yes, provenance tracking is suitable for compliance and source verification in knowledge systems. It tracks data lineage and provenance assertions in Semantica graphs to ensure trustworthiness and detailed traceability for auditing purposes.

Do I need specific provenance modules to access trace and audit functionalities?▼

Yes, you need provenance modules to access trace and audit functionalities. These modules enable the core features of provenance tracing and audit logging required to track data origins and verify source history within the graph.

How do I verify the trustworthiness and history of specific data points in a knowledge management system?▼

You verify the trustworthiness of specific data points by tracing their source and viewing recent changes in the knowledge graph. This provenance tracing follows the origin of nodes to ensure data integrity and compliance.