aras-results-analyst

The results.json file is interpreted by applying the associated research plan to generate a structured narrative, markdown tables, and key findings. This process converts raw ARAS experiment metrics into a readable narrative and tabular format for analysis.

The best way to convert experiment metrics into a narrative and markdown tables is to process results.json alongside the associated research plan. This generates structured JSON output containing narrative, table_markdown, lessons_learned, best_experiment, and key_finding keys.

Yes, the results.json reporting output includes lessons_learned and best_experiment identification. The strict JSON output also contains table_markdown, narrative, and key_finding keys to provide contextual insights tied to the original research hypotheses.

Yes, you can generate strict JSON output for ARAS experiment reporting. The process identifies and interprets results.json by producing a structured response with specific keys: table_markdown, narrative, lessons_learned, best_experiment, and key_finding.

To generate a narrative and tables from results.json, you need to provide the file path to the results.json file and the associated research plan. These inputs allow the system to tie contextual insights back to your original hypotheses and experiment metrics.