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Python extraction only consulted preceding comments, leaving body docstrings absent from search and rendered prose. Extend the contributor's hook to module and definition docstrings, and mirror it in the native kernel. Handle comments, concatenated literals, and indentation consistently while rejecting bytes, f-strings, and tuples. Verify persistence, exact-name ranking, MCP/CLI rendering, and native/WASM parity. Co-authored-by: Max Hsu <maxmilian@gmail.com> Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>