aipoch/medical-research-skills

• highreadme#1

  Reposition the README's opening paragraph to clarify purpose and audience for AI agents

  原因：

  当前

  A curated library of 550+ medical research agent skills created by AIPOCH, designed to work with Claude Code, OpenClaw, Hermes Agent, and other AI agents. It supports the research workflow across four core areas: Evidence Insights, Protocol Design, Data Analysis, and Academic Writing. Equip your AI agent with AIPOCH medical research skills, and turn it into a capable medical research assistant.

  复制粘贴的修复

  复制

  This is a comprehensive, open-source library of 550+ specialized skills designed exclusively to empower AI agents (e.g., Claude Code, OpenClaw, Hermes Agent) for advanced medical research workflows. Unlike general medical AI platforms or educational resources, AIPOCH provides ready-to-integrate, professional-grade skills for Evidence Insights, Protocol Design, Data Analysis, and Academic Writing, transforming your AI into a capable medical research assistant.

  待办完成忽略
• mediumtopics#2

  Add more specific AI agent-related topics

  原因：

  当前

  academic-writing, agent-skills, ai, bioinformatics, biology, cancer-genomics, clinical-research, computational-biology, data-analysis, data-visualization, differential-expression, genomics, medical, medical-research, protocol-design, rna-seq-data, science, scrna-seq-data, single-cell, spatial-transcriptomics

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  academic-writing, agent-skills, ai, ai-agents, llm-agents, bioinformatics, biology, cancer-genomics, clinical-research, computational-biology, data-analysis, data-visualization, differential-expression, genomics, medical, medical-research, protocol-design, rna-seq-data, science, scrna-seq-data, single-cell, spatial-transcriptomics

  待办完成忽略
• lowreadme#3

  Add a 'Comparison' section to the README

  原因：

  复制粘贴的修复

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  ## 🆚 How is AIPOCH Medical Research Agent Skills different?
  
  Unlike foundational large language models (LLMs) like BioBERT or ClinicalBERT, or cloud healthcare services such as GCP Healthcare API and Azure Health Data Services, AIPOCH provides a curated library of *pre-built, domain-specific skills* designed to be integrated directly into AI agents. We are not a general-purpose LLM, a data analysis software, or a lab management system. Instead, we focus on empowering your existing AI agents with the precise, professional logic needed for complex medical research tasks, from protocol design to academic writing.

  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

  How can I equip my AI agent with specialized skills for medical research workflows?

  你：未被推荐
  AI 推荐顺序：

  1. BioBERT
  2. ClinicalBERT
  3. GCP Healthcare API
  4. Azure Health Data Services
  5. AWS HealthLake
  6. MedCAT
  7. Spark NLP for Healthcare
  8. OpenNMT
  9. Hugging Face Transformers
  10. ChemBL
  11. PubChem
  12. DrugBank
  13. Neo4j

  AI 推荐了 13 个替代方案，却始终没点名 aipoch/medical-research-skills。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What tools provide AI-powered assistance for scientific protocol design and data analysis?

  你：未被推荐
  AI 推荐顺序：

  1. Benchling
  2. Labguru
  3. GraphPad Prism
  4. OpenAI GPT-4
  5. Dataiku DSS (Data Science Studio)
  6. PerkinElmer Signals Research Suite

  AI 推荐了 6 个替代方案，却始终没点名 aipoch/medical-research-skills。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 aipoch/medical-research-skills?

  pass
  ✓AI 明确点名了 aipoch/medical-research-skills

  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 aipoch/medical-research-skills in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 aipoch/medical-research-skills

  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 aipoch/medical-research-skills solve, and who is the primary audience?

  pass
  ⚠AI 未点名 aipoch/medical-research-skills —— 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？