Ask a research question, get a cited report you can check.
An agent asked to research something returns a fluent report whose citations were never read. The failure is not a refusal and not an error — it is a plausible document, which is the most expensive possible output, because checking it costs more than writing it did.
pip install awresearch
Ask one question and get back a report where every claim carries the source it came from.
Pairing is composition, never dependency — awresearch installs and runs on its own.
Every brick below is live, drawn from that repository's own published manifest.