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K-Dense-AI/claude-scientific-writer
默认分支 main · commit 5bf6b597 · 扫描时间 2026/5/26 13:21:39
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行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 K-Dense-AI/claude-scientific-writer 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Reposition the README's opening to clearly state the repo's core value
原因:
当前> 🚀 **Looking for more advanced capabilities?** For end-to-end scientiic writing, deep scientfic search, advanced image generation and enterprise solutions, visit **www.k-dense.aiA deep research and writing tool** that combines the power of AI-driven deep research with well-formatted written outputs. Generate publication-ready scientific papers, reports, posters, grant proposals, literature reviews, and more academic documents—all backed by real-time literature search and verified citations.
复制粘贴的修复A deep research and writing tool that combines the power of AI-driven deep research with well-formatted written outputs. Generate publication-ready scientific papers, reports, posters, grant proposals, literature reviews, and more academic documents—all backed by real-time literature search and verified citations. > 🚀 **Looking for more advanced capabilities?** For end-to-end scientific writing, deep scientific search, advanced image generation and enterprise solutions, visit **www.k-dense.ai**
- hightopics#2Add specific topics for academic and scientific writing
原因:
当前ai-agents, anthropic, claude, skills, tools, writer
复制粘贴的修复ai-agents, anthropic, claude, skills, tools, writer, scientific-writing, academic-writing, literature-review, research-automation, paper-generation
- mediumabout#3Refine the 'About' description for better query matching
原因:
当前A general purpose scientific writer
复制粘贴的修复An AI-driven tool for generating publication-ready scientific papers, reports, and academic documents, featuring real-time literature search and verified citations using Claude AI.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- Elicit · 被推荐 1 次
- Semantic Scholar · 被推荐 1 次
- Scite.ai · 被推荐 1 次
- ResearchRabbit · 被推荐 1 次
- ChatGPT · 被推荐 1 次
- 品类问题What AI tools can help me write scientific papers with real-time research?你:未被推荐AI 推荐顺序:
- Elicit
- Semantic Scholar
- Scite.ai
- ResearchRabbit
- ChatGPT
- Connected Papers
- QuillBot
AI 推荐了 7 个替代方案,却始终没点名 K-Dense-AI/claude-scientific-writer。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for a Python library to automate academic writing and literature review generation.你:未被推荐AI 推荐顺序:
- Semantic Scholar API
- scholarly
- Google Scholar
- Hugging Face Transformers
- spaCy
- NLTK
- Scrapy
- PyPDF2
- pdfminer.six
AI 推荐了 9 个替代方案,却始终没点名 K-Dense-AI/claude-scientific-writer。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of K-Dense-AI/claude-scientific-writer?passAI 未点名 K-Dense-AI/claude-scientific-writer —— 很可能在说另一个项目
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts K-Dense-AI/claude-scientific-writer in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 K-Dense-AI/claude-scientific-writer
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo K-Dense-AI/claude-scientific-writer solve, and who is the primary audience?passAI 明确点名了 K-Dense-AI/claude-scientific-writer
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 K-Dense-AI/claude-scientific-writer 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/K-Dense-AI/claude-scientific-writer)<a href="https://repogeo.com/zh/r/K-Dense-AI/claude-scientific-writer"><img src="https://repogeo.com/badge/K-Dense-AI/claude-scientific-writer.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
K-Dense-AI/claude-scientific-writer — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3