Work with the Ambient Quality Agent (AQuA) added to this agents-cli project: augment the agents-cli agent with AQuA or attach the agent to an AQuA deployed elsewhere, read the quality insights it finds in production conversations, get AQuA's root-cause diagnosis, read what the developer asked it to remember, and fix the defects in the agent's code. Propose proactively when the user mentions AQuA or AQA, wants to monitor the quality of a deployed agent, mentions traces or observability, asks what is going wrong with their agent in production, wants to fix AQuA insights, or wants to publish code metrics to AQuA. Don't use for offline evals of a local agent (use google-agents-cli-eval) or for deploys without AQuA (google-agents-cli-deploy).