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Claude에서 scVI-Tools 생물정보학 Skill 번들 사용 방법

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    생명 과학
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    링크 복사
    https://claude.com/resources/tutorials/how-to-use-the-scvi-tools-bioinformatics-skill-bundle-with-claude

scVI-Tools 스킬 번들은 무엇인가요?

scvi-tools와 scVerse 생태계를 활용해 딥러닝 기반 단일 세포 분석에 대한 포괄적인 접근 권한을 제공하는 단일 스킬입니다. 배치 통합(scVI, scArches), 세포 유형 주석(SCANVI, CellAssign), 공간 전사체학 디컨볼루션(DestVI, Tangram, cell2location, Stereoscope), 염색질 접근성 분석(PeakVI, scBasset), 다중모달 데이터 통합(CITE-seq: TotalVI, RNA+ATAC: MultiVI), 그리고 퍼터베이션 분석(contrastiveVI)까지 포괄합니다. 각 스킬은 해당 scvi-tools 모델에 대한 단계적 워크플로우, 파라미터 튜닝 가이드, 그리고 문제 해결 절차를 제공합니다.

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scVI-Tools 스킬 번들은 어떤 사용자에게 적합한가요?

이 스킬은 공간 전사체, 후성유전, scRNA 등을 포함한 단일 세포 데이터를 분석하는 과학자가 방대한 문서를 일일이 읽지 않고도 scvi-tools의 딥 러닝 방법을 활용할 수 있도록 설계되었습니다. 특히 멀티 배치 실험, 다중 모달 분석(CITE-seq, multiome), 공간 전사체학, scATAC-seq를 사용하는 연구자에게 유용하며, 모델 선택, 파라미터 튜닝, 모범 사례에 대한 지침을 제공합니다.

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Claude Code에서 Skills에 액세스하는 방법

명령어 실행  

/plugin marketplace add anthropics/life-sciences

/plugin install scvi-tools@life-sciences‍
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Claude.ai에서 스킬에 액세스하는 방법

조직 소유자 대상(팀 및 엔터프라이즈)

  1. 여기에서 scvi-tools 스킬용 ZIP을 다운로드합니다.
  2. Claude.ai에서 Admin settings > Capabilities > Skills로 이동합니다.
  3. 조직에서 Skills가 활성화되어 있는지 확인합니다.
  4. 'Organization skills library'를 클릭합니다.
  5. '+Add'를 클릭합니다.
  6. Skill zip 파일을 업로드합니다.

조직을 위한 Skills 프로비저닝 및 관리 방법에 대해 알아보세요.

개인 Claude 사용자 대상

  1. 여기에서 scvi-tools 스킬용 ZIP 파일을 다운로드합니다.
  2. Claude.ai에서 Settings > Capabilities > Skills로 이동합니다(Skills를 사용할 수 없는 경우, 팀 관리자에게 문의).
  3. 'Upload skill'를 클릭합니다.
  4. Skill zip 파일을 업로드합니다.

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  • Help me develop a unique voice for an audience

    Hi Claude! Could you help me develop a unique voice for an audience? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

  • Improve my writing style

    Hi Claude! Could you improve my writing style? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

  • Brainstorm creative ideas

    Hi Claude! Could you brainstorm creative ideas? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

Learn
  • Explain a complex topic simply

    Hi Claude! Could you explain a complex topic simply? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

  • Help me make sense of these ideas

    Hi Claude! Could you help me make sense of these ideas? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

  • Prepare for an exam or interview

    Hi Claude! Could you prepare for an exam or interview? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

Code
  • Explain a programming concept

    Hi Claude! Could you explain a programming concept? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

  • Look over my code and give me tips

    Hi Claude! Could you look over my code and give me tips? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

  • Vibe code with me

    Hi Claude! Could you vibe code with me? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to— like Google Drive, web search, etc.—if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can—an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

More
  • Write case studies

    This is another test

  • Write grant proposals

    Hi Claude! Could you write grant proposals? If you need more information from me, ask me 1-2 key questions right away. If you think I should upload any documents that would help you do a better job, let me know. You can use the tools you have access to — like Google Drive, web search, etc. — if they’ll help you better accomplish this task. Do not use analysis tool. Please keep your responses friendly, brief and conversational.

    Please execute the task as soon as you can - an artifact would be great if it makes sense. If using an artifact, consider what kind of artifact (interactive, visual, checklist, etc.) might be most helpful for this specific task. Thanks for your help!

  • Write video scripts

    this is a test

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