Trace knowledge objects to evidence units and provenance records.
npx skills add https://github.com/JetXu-LLM/DocMason --skill provenance-trace
Please help me install this Agent Skill. Skill: provenance-trace Source: https://github.com/JetXu-LLM/DocMason/tree/main/skills/canonical/provenance-trace Command: npx skills add https://github.com/JetXu-LLM/DocMason --skill provenance-trace
Trace published DocMason knowledge objects or answer text back to evidence units and provenance records.
Trace the provenance of a knowledge object to retrieve its source and unit evidence.
High-intent search queries and answers about installing and using this skill.
Provenance tracing maps a specific knowledge object or answer text back to its original evidence units and provenance records. This mechanism validates answer origins by inspecting local trace artifacts and grounding the generated text against verified source data.
To trace a citation, route the answer text through the provenance workflow to inspect local trace artifacts. The skill maps the answer to its corresponding source evidence and returns a structured JSON output detailing the exact provenance path and validation status.
Yes, provenance tracing requires and outputs structured JSON to represent the mapped evidence path. This format ensures the trace results, including source evidence and provenance records, are machine-readable and can be systematically validated against the original knowledge base.
You need provenance verification when validating the accuracy of published knowledge objects or routing reference checks within an ask workflow. It is essential for grounding answers, ensuring data objects trace back to reliable source evidence, and maintaining citation integrity.
Yes, this skill automatically routes reference verification requests within the ask workflow to inspect evidence. It grounds and validates trace results against source evidence and provenance records, ensuring the knowledge object's origin is accurately mapped and verified.
Tracing provenance requires local trace artifacts to be present for inspection; without these source records, validation fails. The process is limited to mapping evidence paths for objects that already have structured provenance data embedded within the knowledge base.
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