ask-santosh — published retrieval metrics

Written by CI on every push to main, from the same metrics.compute() the quality gate asserts on.

metrics/summary.json — the measured numbers
metrics/recall1.json, recall3.json, mrr.json, updated.json — shields.io endpoints