Provenance Analysis

Analyze provenance data to trace workflow execution and diagnose issues.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/mkolb22/zen-plugin --skill provenance-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Provenance Analysis
Source: https://github.com/mkolb22/zen-plugin/tree/main/skills/provenance-analysis
Command: npx skills add https://github.com/mkolb22/zen-plugin --skill provenance-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze provenance data to trace workflow execution and diagnose issues.

Core Features & Use Cases

  • Provides robust provenance querying for actions, flows, and costs
  • Enables traceability, debugging, auditing, and cost attribution across complex workflows
  • Supports advanced analysis to optimize performance and governance

Quick Start

Trace a workflow instance to generate a complete provenance report including actions, triggers, and costs.

Frequently Asked Questions about Provenance Analysis

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

FAQPage Schema
What is workflow provenance analysis and when do I need it?

Workflow provenance analysis traces execution paths to diagnose issues across actions, flows, and costs. You need it for debugging complex workflows, auditing trigger chains, and attributing costs to specific operations.

How do I trace a workflow execution path to debug issues?

Trace a workflow instance by querying its provenance data to generate a complete report including actions, triggers, and costs. This report helps you diagnose execution issues and identify failure points within the trigger chain.

Can I calculate and attribute costs across complex workflow actions?

Yes, you can calculate total costs by querying provenance data across actions and flows. This cost attribution supports optimization and governance by pinpointing expensive operations within your workflow execution.

What's the best way to audit trigger chains in a multi-step workflow?

The best way to audit trigger chains is to query provenance data to trace the sequential execution of actions and flows. This generates a structured provenance summary that maps each trigger to its resulting action.

Does provenance analysis require external dependencies to export structured summaries?

No external dependencies are required. The analysis fulfills functional requirements for querying actions, flows, and costs internally, allowing you to export structured provenance summaries directly without additional components.

Why does my workflow debugging fail without traceability data?

Debugging fails without traceability data because you cannot map trigger chains or calculate cost totals. Provenance analysis provides the necessary action and flow querying to isolate execution failures and optimize performance.