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Human-annotated gold pairs land as docs/i18n/style-samples.md (bilingual by construction, excluded from pairing) and outrank prose tone rules. translation-rules gains a Voice section; shape stays gate-owned so the writer optimizes for natural Chinese. The skill's translate step becomes two passes: native-author writing, then clause-level fidelity check. Terminology rulings: hash -> 哈希 (blob 哈希/提交哈希), HMR and fiber confirmed as tabled.