Retrieves W3C PROV provenance metadata for a specified job ID and outputs formatted document.
npx skills add https://github.com/crim-ca/weaver --skill job-provenance
Please help me install this Agent Skill. Skill: job-provenance Source: https://github.com/crim-ca/weaver/tree/main/.agents/skills/job-provenance Command: npx skills add https://github.com/crim-ca/weaver --skill job-provenance
This Skill addresses the challenge of tracking the complete execution lineage and data derivation for reproducibility and data lineage tracking.
Retrieve the provenance metadata for a job using the job ID and specify the format for the output.
High-intent search queries and answers about installing and using this skill.
Track execution lineage by retrieving W3C PROV provenance metadata, which records inputs, outputs, processes, agents, and temporal relationships. This ensures reproducibility by mapping the complete data derivation history of a job.
Provenance metadata can be exported in JSON-LD, XML, Turtle, or RDF formats. These W3C PROV standard formats ensure that execution lineage and data derivation records are interoperable and machine-readable.
Retrieve W3C PROV provenance metadata by providing the job ID and specifying the desired output format. The Skill queries the Weaver API to fetch the complete execution lineage and data derivation details for that job.
Yes, Weaver API access is required with the provenance feature enabled. The API provides the underlying execution lineage and data derivation records needed to generate the W3C PROV metadata output.
W3C PROV is a standard for representing provenance metadata. You need it for workflow reproducibility to document how data was derived, track process execution lineage, and validate that scientific results can be replicated.
Yes, provenance tracking is designed for scientific research data lineage. It allows researchers to understand how data was derived through various processes and ensures the reproducibility of their results by following the recorded execution lineage.
crim-caRetrieve detailed execution statistics for jobs via the Weaver API.
sparq-orgCapture RDF data provenance using the W3C PROV-O standard.
jmaglyGenerate W3C PROV-compliant provenance records for AIWG agent artifacts.
shafibabarDesigns verifiable provenance architectures for complex data pipelines, including transactional edge capture and bidirectional graph traversal.
