astra

To validate an astra.yaml specification, ask an AI assistant to review your file against the ASTRA reference to identify mis-specified fields, missing structures, or invalid configurations. This ensures your spec is execution-ready by verifying inputs, outputs, decisions, and evidence links.

A parameterized decision in ASTRA decision modeling is a methodological choice defined within astra.yaml that uses constrained options to represent different analytical paths. This mechanism allows you to structure research decisions systematically and link them to specific sub-analyses.

To add DOI quote evidence to your research workflow spec, use the evidence linking rules in astra.yaml to associate artifact references and DOI quotes with your findings. This provenance-driven validation ensures your research outputs are traceable and execution-ready.

Yes, you can compose nested sub-analyses and universes in astra.yaml by using inline or external sub-analysis definitions with from-path wiring. This allows you to load specific option sets and structure complex analytical hierarchies within your ASTRA research analyses.

Your astra.yaml spec may be failing validation due to missing required fields like inputs, outputs, decisions, or evidence, or due to incorrect YAML frontmatter. Debug by checking the structural clarity of your narrative anchors and ensuring all DOI quote requirements are met.