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文献综述
LI
Literature Review
维护者 K-Dense Inc. · 最近更新 2026年4月1日
Literature Review：Conduct systematic，comprehensive literature reviews following rigorous academic methodology。 检索 multiple literature databases，synthesi。
原始来源
K-Dense-AI/claude-scientific-skills
https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/literature-review
- 维护者
- K-Dense Inc.
- 许可
- MIT license
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- Conduct systematic，comprehensive literature reviews following rigorous academic methodology. Search multiple literature databases，synthesize findings thematically，verify all citations ，用于 accuracy，、 generate professional output documents in markdown 、 PDF formats。
- This skill integrates ，支持 multiple scientific skills ，用于 database access (gget，bioservices，datacommons-client) 、 provides specialized tools ，用于 citation verification，result aggregation，、 document generation。
- gget search pubmed "CRISPR gene editing" -l 100。
原始文档
SKILL.md 摘录
When to Use This Skill
Use this skill when:
- Conducting a systematic literature review for research or publication
- Synthesizing current knowledge on a specific topic across multiple sources
- Performing meta-analysis or scoping reviews
- Writing the literature review section of a research paper or thesis
- Investigating the state of the art in a research domain
- Identifying research gaps and future directions
- Requiring verified citations and professional formatting
Visual Enhancement with Scientific Schematics
⚠️ MANDATORY: Every literature review MUST include at least 1-2 AI-generated figures using the scientific-schematics skill.
This is not optional. Literature reviews without visual elements are incomplete. Before finalizing any document:
- Generate at minimum ONE schematic or diagram (e.g., PRISMA flow diagram for systematic reviews)
- Prefer 2-3 figures for comprehensive reviews (search strategy flowchart, thematic synthesis diagram, conceptual framework)
How to generate figures:
- Use the scientific-schematics skill to generate AI-powered publication-quality diagrams
- Simply describe your desired diagram in natural language
- Nano Banana Pro will automatically generate, review, and refine the schematic
How to generate schematics:
The AI will automatically:
- Create publication-quality images with proper formatting
- Review and refine through multiple iterations
- Ensure accessibility (colorblind-friendly, high contrast)
- Save outputs in the figures/ directory
When to add schematics:
- PRISMA flow diagrams for systematic reviews
- Literature search strategy flowcharts
- Thematic synthesis diagrams
- Research gap visualization maps
- Citation network diagrams
- Conceptual framework illustrations
- Any complex concept that benefits from visualization
For detailed guidance on creating schematics, refer to the scientific-schematics skill documentation.
Core Workflow
Literature reviews follow a structured, multi-phase workflow:
适用场景
- Conducting systematic literature review ，用于 research 或 publication。
不适用场景
- Do not treat this catalog entry as substitute ，用于 full upstream workflow。
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
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