answer-question

To answer questions about a markdown analysis report, the system reads report.md and results.csv data to generate a structured answer. If the existing report is insufficient, it runs optional deeper analysis and saves artifacts in a per-question output directory.

Extract data insights from an analysis report by querying the system to read the existing report and results.csv. It performs additional reproducible Python analyses when needed and returns a structured markdown answer with metadata for traceability.

Yes, if the existing report cannot fully answer your question, the system runs optional reproducible Python analyses. It executes the analysis and saves any resulting artifacts in a per-question output directory for reference.

Yes, the question-answering process saves metadata for traceability. It always writes a structured markdown answer file alongside a metadata file to ensure every generated response is traceable to its source analysis and data.

To generate a structured answer from an analysis run, provide a specific question and an optional analysis directory. The system reads the latest report.md and results.csv artifacts to construct the answer and metadata.