**abstract-optimizer** is an abstract quality review and optimization toolkit, NOT a generator. It ensures CN-EN symmetry, structural compliance, data consistency, and body-abstract mapping accuracy for academic abstracts. Covers: (1) CN-EN abstract specification with 4-element / 5-element standards; (2) discipline-specific templates (Engineering, Management, Medical, CS); (3) abstract-to-body mapping verification; (4) 30-item review checklist; (5) keyword optimization. Designed as a complement to `abstract-summarizer` (generation), `abstract-trimmer` (compression), and `abstract-logic-writer` (scoring). Those tools *create* or *score* abstracts — this one *reviews*, *synchronizes*, and *optimizes* them. **abstract-optimizer** 是摘要质量审查与优化工具箱,非摘要生成器。专注于:中英文摘要对称性审查、结构规范性验证、数据一致性检查、摘要-正文映射准确性、关键词优化。与 `abstract-summarizer`(生成)、`abstract-trimmer`(压缩)、`abstract-logic-writer`(评分)互补——他们负责生成和评分,本技能负责审查、同步与优化。 触发词 / Triggers: 摘要优化 / abstract review / 摘要审查 / 中英摘要 / 摘要对称 / abstract check / 摘要规范 / 中英文摘要 / 摘要审查清单 / 摘要与正文映射 / 关键词优化 / abstract-body mapping / CN-EN abstract symmetry / 摘要质量审查 / 摘要合规检查
**abstract-optimizer** is an abstract quality review and optimization toolkit, NOT a generator. It ensures CN-EN symmetry, structural compliance, data consistency, and body-abstract mapping accuracy for academic abstracts. Covers: (1) CN-EN abstract specification with 4-element / 5-element standards; (2) discipline-specific templates (Engineering, Management, Medical, CS); (3) abstract-to-body mapping verification; (4) 30-item review checklist; (5) keyword optimization. Designed as a complement to `abstract-summarizer` (generation), `abstract-trimmer` (compression), and `abstract-logic-writer` (scoring). Those tools *create* or *score* abstracts — this one *reviews*, *synchronizes*, and *optimizes* them. **abstract-optimizer** 是摘要质量审查与优化工具箱,非摘要生成器。专注于:中英文摘要对称性审查、结构规范性验证、数据一致性检查、摘要-正文映射准确性、关键词优化。与 `abstract-summarizer`(生成)、`abstract-trimmer`(压缩)、`abstract-logic-writer`(评分)互补——他们负责生成和评分,本技能负责审查、同步与优化。 触发词 / Triggers: 摘要优化 / abstract review / 摘要审查 / 中英摘要 / 摘要对称 / abstract check / 摘要规范 / 中英文摘要 / 摘要审查清单 / 摘要与正文映射 / 关键词优化 / abstract-body mapping / CN-EN abstract symmetry / 摘要质量审查 / 摘要合规检查