beita6969/ScienceClaw

• highreadme#1

  Reposition README's opening to clarify ScienceClaw as an end-user application for scientific literature review

  原因：

  当前

  A self-evolving AI research colleague for scientists. General-purpose AI assistants are built for everyone. ScienceClaw is built for **researchers**. The core idea is simple: an AI that does real scientific work — searching literature, querying databases, running analyses — and **gets better at it the more you use it**. It remembers your research context across sessions, adapts its skills to your field, and never fabricates a citation. ScienceClaw is built on the OpenClaw engine, but redesigned from the ground up for academic research.

  复制粘贴的修复

  复制

  ScienceClaw is a self-evolving AI research *application* for scientists, specifically designed for **hallucination-free scientific literature review** and automated research tasks. Unlike general-purpose AI assistants, ScienceClaw is built for researchers to perform real scientific work—searching literature, querying databases, and running analyses. It gets better the more you use it, remembering your research context, adapting its skills to your field, and never fabricating citations. Built on the OpenClaw engine, it's redesigned from the ground up as a dedicated tool for academic research.

  待办完成忽略
• mediumreadme#2

  Highlight the '285 skills' count in the README

  原因：

  复制粘贴的修复

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  Add a sentence early in the 'Core 1: Self-Evolving Skills' section, such as: 'ScienceClaw ships with an initial suite of 285 pre-built skills, which then evolve and adapt with your usage.'

  待办完成忽略
• lowreadme#3

  Add a 'Comparison' section to the README

  原因：

  复制粘贴的修复

  复制

  ## ScienceClaw vs. Other Tools
  
  ScienceClaw differentiates itself from general-purpose AI assistants and existing literature review tools like Elicit, Scite.ai, and ResearchRabbit through its core features:
  
  - **Self-Evolving Skills:** Learns and adapts to your specific research workflow and field over time.
  - **Persistent Memory:** Remembers your research context across sessions, providing continuity.
  - **Zero Hallucination:** Guarantees factual accuracy and never fabricates citations.
  - **Dedicated Research Application:** Built from the ground up as a specialized tool for academic scientists, not a general-purpose AI or a foundational library.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  AI assistant for scientific literature review with zero hallucination and persistent memory?

  你：未被推荐
  AI 推荐顺序：

  1. Elicit
  2. Scite.ai
  3. ResearchRabbit
  4. Connected Papers
  5. Semantic Scholar
  6. Custom GPTs
  7. OpenAI's ChatGPT Enterprise/Plus
  8. Perplexity AI

  AI 推荐了 8 个替代方案，却始终没点名 beita6969/ScienceClaw。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Tool to automate scientific research tasks that learns and adapts to my workflow?

  你：未被推荐
  AI 推荐顺序：

  1. OpenAI API
  2. AutoGPT
  3. BabyAGI
  4. Hugging Face Transformers Library
  5. DeepMind AlphaFold
  6. Scikit-learn
  7. TensorFlow
  8. PyTorch
  9. Jupyter Notebooks
  10. Zapier
  11. Make

  AI 推荐了 11 个替代方案，却始终没点名 beita6969/ScienceClaw。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of beita6969/ScienceClaw?

  pass
  ✓AI 明确点名了 beita6969/ScienceClaw

  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 beita6969/ScienceClaw in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 beita6969/ScienceClaw

  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 beita6969/ScienceClaw solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 beita6969/ScienceClaw

  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？