{"name":"lithtrix_feedback","title":"Lithtrix Feedback","description":"Send structured feedback (helpful / unhelpful / wrong) on a prior Lithtrix result. After ``GET /v1/search``, use ``_lithtrix.search_id`` as ``ref_id`` with ``ref_type``: \"search_id\" so Lithtrix can improve future routing. Also supports memory_key, blob_id, and parse_id. Optional ``note`` (≤500 chars) — no secrets or PII. Requires ``LITHTRIX_API_KEY`` / Bearer token.","inputSchema":{"type":"object","properties":{"ref_type":{"type":"string","enum":["search_id","memory_key","blob_id","parse_id"],"description":"Kind of reference to the prior operation"},"ref_id":{"type":"string","minLength":1,"description":"Opaque id — e.g. UUID from _lithtrix.search_id, a memory key, blob_id, or parse_id"},"signal":{"type":"string","enum":["helpful","unhelpful","wrong"],"description":"Feedback signal"},"note":{"type":"string","maxLength":500,"description":"Optional context (no secrets or PII)"}},"required":["ref_type","ref_id","signal"]}}