terrymanu commented on PR #39321:
URL: https://github.com/apache/shardingsphere/pull/39321#issuecomment-5165158263

   ### Result
   
   **Review Result: Mergeable**
   
   No reproducible correctness blockers were found. The implementation is 
consistent with the PR’s goal of removing natural-language keyword inference 
and using structured arguments instead.
   
   ### Evidence
   
   - `natural_language_intent` is retained only as opaque context. No remaining 
keyword or synonym matching was found in production code.
   - A missing `operation_type` now triggers clarification, while fixed cleanup 
workflows remain drop-only.
   - `structured_intent_evidence`, `field_semantics`, and `reasoning_notes` 
were consistently removed from models, binders, payloads, and affected 
descriptors.
   - Encrypt’s three Boolean requirements were promoted to top-level structured 
arguments, with missing-argument and continuation scenarios covered.
   - Related call paths and tests for Readwrite Splitting, Mask, Sharding, 
Broadcast, and Shadow were updated consistently.
   
   Verification results:
   
   - Unit tests for the seven affected MCP modules: passed.
   - `test/e2e/mcp` test compilation: passed.
   - Spotless: passed.
   - Checkstyle: passed.
   
   ### Coverage
   
   - Reviewed PR: 
[apache/shardingsphere#39321](https://github.com/apache/shardingsphere/pull/39321)
   - Head: `3cae2593979b5e213404c899ee55f713faae7986`
   - Base/merge-base: `9a4d99758493212a662d241352b570786b6476bc`
   - The GitHub and local change scopes match: all 67 changed files were 
reviewed individually.
   - The support module, six feature modules, descriptors, unit tests, and MCP 
E2E test paths were reviewed.
   - The PR has no linked issue, public review comments, or pending public 
feedback.
   - This was a code-correctness review; CI was not inspected. Docker-based 
runtime E2E tests were not executed, but the related E2E sources compiled 
successfully and the main behavioral branches have focused test coverage.


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