Diagnose slow search, memory growth, indexing problems, scaling decisions, and search quality issues. Qdrant Advisor fetches relevant guidance live from skills.qdrant.tech, follows the matching skill branches, and grounds its recommendations in current Qdrant documentation. Requires an agent with web-fetch access.