The autonomous filtering agent on the registry page (/platform/registry) transforms natural language requests into registry filter settings. It converts requests like "free healthcare agents from this month, no x402 junk" into structured filters including item types, business models, exclusions, industries, sorting options, and date ranges. The client then applies these filters through its existing filter setters. The agent runs on the Swarms Cloud Agent Completions API (https://api.swarms.world/v1/agent/completions) and must return a single JSON object validated against the filter schema. For follow-up requests such as "actually only paid ones", the agent receives the previously applied filters and returns the complete updated filter set. If the response cannot be parsed, the route gracefully falls back to a standard text search.