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Claude で scVI-Tools の生物情報学スキルバンドルを使用する方法

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

scVI-Tools スキルバンドルとは？

scvi-tools および scVerse のエコシステムを活用した、深層学習ベースの単一細胞解析を包括的に提供する単一スキルです。バッチ統合（scVI、scArches）、細胞タイプアノテーション（SCANVI、CellAssign）、空間トランスクリプトミクス分解（DestVI、Tangram、cell2location、Stereoscope）、クロマチンのアクセシビリティ分析（PeakVI、scBasset）、マルチモーダルデータ統合（CITE-seq 用 TotalVI、RNA+ATAC 用 MultiVI）、摂動分析（contrastiveVI）を網羅しています。各スキルでは、対応する scvi-tools モデルごとに、ステップバイステップのワークフロー、パラメータ調整のガイダンス、およびトラブルシューティングを提供します。

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scVI-Tools スキルバンドルを使用する対象ユーザーは？

このスキルは、単一細胞解析（空間解析、エピジェネティクス解析、単一細胞RNAシーケンスなど）を行う科学者向けに設計されており、scvi-toolsの深層学習手法を活用するために、膨大なドキュメントを読み込む必要はありません。特に、複数バッチ実験、マルチモーダルアッセイ（CITE-seq、マルチオーム）、空間トランスクリプトミクス、または scATAC-seq を扱う研究者にとって有用であり、モデル選択、パラメータ調整、ベストプラクティスに関するガイダンスが必要な場合に最適です。

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Claude Code のスキルにアクセスする方法

コマンド 

/plugin marketplace add anthropics/life-sciences

/plugin install scvi-tools@life-sciences

Claude.ai のスキルにアクセスする方法

組織オーナー（Team および Enterprise ユーザー）向け

  1. scvi-tools スキル用の ZIP をここからダウンロードする
  2. Claude.ai から、管理者設定＞機能＞スキルに移動する
  3. 組織内でスキルが有効になっていることを確認する
  4. 「組織スキルライブラリ」をクリックする
  5. 「+追加」をクリックする
  6. スキル zip ファイルをアップロードする

組織向けのスキルプロビジョニングと管理についてご覧ください

Claude 個人ユーザー向け

  1. scvi-tools スキル用の ZIP ファイルをここからダウンロードする
  2. Claude.ai から、設定＞機能＞スキルに移動する（スキルが利用できない場合、チーム管理者に連絡してください）
  3. 「スキルをアップロード」をクリックする
  4. スキル zip ファイルをアップロードする

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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

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