生成论文摘要 · Paper Abstract Builder

    1

    它解决什么问题 · The problem 写摘要要么超字数,要么漏掉方法或结论。这个技能把摘要固定成四句话框架:背景、方法、结果、结论,配关键词和自查清单,符合常见投稿格式。 Abstracts either run over the word limit or miss methods and conclusions.

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    生成论文摘要 · Paper Abstract Builder

    Example session with this skill installed

    我有一篇 8000 字的论文,目标期刊要求 250 字以内的结构化摘要。请帮我提取背景、方法、结果、结论各一句,并给出关键词。
    I have an 8,000-word paper and the target journal requires a structured abstract under 250 words. Please extract one sentence each for background, methods, results, and conclusion, and provide keywords.

    • Read your context and instructions
    • Compiled the paper abstract builder

    结论:摘要已按四句话框架压缩到 238 字,全部数据取自原文,符合期刊的 250 字限制。
    Conclusion: the abstract is compressed to 238 words in the four-sentence frame, all data taken from the original, within the journal's 250-word limit.

    摘要 · Abstract

    要素 · Element一句话 · One sentence
    背景 Background现有方法在噪声数据下精度不足,限制了实际应用。
    方法 Methods本文提出一种结合去噪与自监督的轻量模型,在三个公开数据集上验证。
    结果 Results相比基线,准确率平均提升 4.2 个百分点,推理耗时降低 30%。
    结论 Conclusion该方法在精度与效率间取得更好平衡,适用于资源受限场景。

    关键词 · Keywords
    去噪 / 自监督 / 轻量模型 / 图像分类 / denoising / self-supervised / lightweight model / image classification

    自查清单 · Self-check

    • 四要素齐全且各一句 / All four elements present, one sentence each
    • 数字与原文一致,无新增表述 / Figures match the original with no added claims
    • 总字数在期刊限制内 / Total word count within the journal limit

    下一步 · Next steps

    1. 把论文原文或摘要草稿发我,我按框架逐句改写。/ Send the paper or draft abstract and I will rewrite it sentence by sentence.
    2. 告诉我目标期刊格式(结构化/非结构化、字数),我按格式定稿。/ Tell me the target journal format and limit so I can finalize accordingly.

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    What you get

    撰写符合企业审计要求的技术论文摘要识别研究报告中的潜在合规与技术风险确保跨语言技术术语的一致性与严谨性为技术委员会提供结论先行的结构化决策参考

    About this skill

    它解决什么问题 · The problem

    写摘要要么超字数,要么漏掉方法或结论。这个技能把摘要固定成四句话框架:背景、方法、结果、结论,配关键词和自查清单,符合常见投稿格式。

    Abstracts either run over the word limit or miss methods and conclusions. This skill fixes abstracts to a four-sentence frame — background, methods, results, conclusion — plus keywords and a self-check list that matches common submission formats.

    这个技能做什么 · What it does

    它先确认目标期刊的字数限制与格式,再从原文提取背景、方法、结果、结论各一句,压缩成可直接提交的摘要,并输出关键词与逐项自查清单。

    It confirms the target journal's word limit and format first, then extracts one sentence each for background, methods, results, and conclusion from the original, compresses them into a submission-ready abstract, and outputs keywords plus an item-by-item self-check.

    为什么比裸提示词强 · Why it beats raw prompts

    • 四句话框架,要素一个不落 / A four-sentence frame so no element goes missing
    • 数字只取自原文,不杜撰 / Figures come only from the original text, never invented
    • 按目标期刊字数与格式输出 / Output follows the target journal's word limit and format
    • 附自查清单,投稿前快速核对 / A self-check list for a fast pre-submission pass

    典型用例 · Typical use cases

    • 论文投稿前的摘要改写 / Rewriting abstracts before journal submission
    • 会议论文摘要的快速生成 / Quick abstract generation for conference papers
    • 毕业论文中英文摘要对照 / Bilingual abstracts for theses
    • 文献汇报时的内容摘要 / Summaries for journal-club presentations

    局限 · Limitations

    摘要质量取决于原文质量;若原文缺方法或数据,会明确标注「原文未提供」而不是编造。

    Abstract quality depends on the source text; where the original lacks methods or data, it marks not provided in the original instead of inventing content.

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