Return explicit method intents in reference indexes while preserving all full contracts, topic matching and complete MCP catalogs. Separate provider-free contracts from session admission and defer native loading until open. Validate 82 related tests, exact SDK/MCP full-contract parity, real zlib CLI/SDK reads and native/inspection cleanup retries. Freeze the unchanged two-level question for an order-reversed real-model repeat. Co-authored-by: gensokyo-dev <[email protected]> Co-authored-by: Kaoru0822 <[email protected]>