Individual skill

research-literature-review

当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"，或为研究想法核对强近邻与新颖性时使用；兼容旧名 systematic-literature-review。标准模式执行查询、检索、评分、相关性选文、写作、引用校验与 PDF/Word 导出，novelty-check 模式只交付强近邻、反方证据和未确认项。查询缺失或无效时默认停止，不静默降级为单查询。支持 en/zh/ja/de/fr/es。

skills/research-literature-review/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 3,035
Repository last updated: Nov 9, 2026
License: MIT

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ai Repository topic
claude-code Repository topic
codex-cli Repository topic
funding Repository topic
graduate Repository topic
latex-template Repository topic
research Repository topic
researchpapers Repository topic
vibe-codng Repository topic
research Derived category

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CHANGELOG.mddoc · 88,666 bytes
README.mddoc · 21,755 bytes
SKILL.mdcore · 16,162 bytes
SKILL.mdcore · 16,162 bytes
SKILL.mdcore · 16,162 bytes
SKILL.mdcore · 16,162 bytes
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config.yamlasset · 16,200 bytes
examples/longevity-lifestyle-01/longevity_lifestyle_01_review.docxasset · 44,805 bytes
examples/longevity-lifestyle-01/longevity_lifestyle_01_review.pdfasset · 387,623 bytes
examples/longevity-lifestyle-01/longevity_lifestyle_01_review.texasset · 39,957 bytes
examples/longevity-lifestyle-01/longevity_lifestyle_01_参考文献.bibasset · 66,222 bytes
examples/longevity-lifestyle-01/longevity_lifestyle_01_工作条件.mddoc · 5,302 bytes
examples/longevity-lifestyle-01/longevity_lifestyle_01_验证报告.mddoc · 1,655 bytes
examples/longevity-lifestyle-01/references.bibasset · 66,222 bytes
latex-template/gbt7714-nsfc.bstasset · 145,388 bytes
latex-template/nature-reviews-template.texasset · 2,810 bytes
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Read excerpt

# Research Literature Review

## 目标

- 目标：在一个隔离工作目录内完成“检索 → 去重 → 评分 → 选文 → 写作 → 校验 → PDF/Word 导出”的完整综述流水线。
- 适用：用户明确要系统综述、文献综述、related work、文献调研，并希望得到 LaTeX + BibTeX + PDF/Word 产物。
- 不适用：只想补单条参考文献、只想润色已有正文、只想写普通摘要或与综述无关的文章。
- 最高原则：以最佳可用证据和写作质量完成综述；不确定时说明处理方式，不为赶进度牺牲可信度。
- `research-literature-search` 是阶段 1/2 的必需依赖（contract `rls.v1`）。review 只消费其 manifest、canonical candidates 和 provenance，不再内嵌 provider 或执行第二套 canonical 去重。
- 旧名 `systematic-literature-review` 仅作为 prompt 兼容别名保留；`.systematic-literature-review/` 仍是稳定历史工作区名。

### 输入概览

最少需要：