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class="x:focus-visible:nextra-focus x:flex x:rounded x:px-2 x:py-1.5 x:text-sm x:transition-colors x:[word-break:break-word] x:cursor-pointer x:contrast-more:border x:text-gray-600 x:hover:bg-gray-100 x:hover:text-gray-900 x:dark:text-neutral-400 x:dark:hover:bg-primary-100/5 x:dark:hover:text-gray-50 x:contrast-more:text-gray-900 x:contrast-more:dark:text-gray-50 x:contrast-more:border-transparent x:contrast-more:hover:border-gray-900 x:contrast-more:dark:hover:border-gray-50" href="/qwen-code-docs/ja/">Qwen Code ドキュメントへようこそ</a></li><li class=""><a class="x:focus-visible:nextra-focus x:flex x:rounded x:px-2 x:py-1.5 x:text-sm x:transition-colors x:[word-break:break-word] x:cursor-pointer x:contrast-more:border x:text-gray-600 x:hover:bg-gray-100 x:hover:text-gray-900 x:dark:text-neutral-400 x:dark:hover:bg-primary-100/5 x:dark:hover:text-gray-50 x:contrast-more:text-gray-900 x:contrast-more:dark:text-gray-50 x:contrast-more:border-transparent x:contrast-more:hover:border-gray-900 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href="/qwen-code-docs/ja/gemini-ignore/">無視ファイル設定</a></li><li class=""><a class="x:focus-visible:nextra-focus x:flex x:rounded x:px-2 x:py-1.5 x:text-sm x:transition-colors x:[word-break:break-word] x:cursor-pointer x:contrast-more:border x:text-gray-600 x:hover:bg-gray-100 x:hover:text-gray-900 x:dark:text-neutral-400 x:dark:hover:bg-primary-100/5 x:dark:hover:text-gray-50 x:contrast-more:text-gray-900 x:contrast-more:dark:text-gray-50 x:contrast-more:border-transparent x:contrast-more:hover:border-gray-900 x:contrast-more:dark:hover:border-gray-50" href="/qwen-code-docs/ja/integration-tests/">統合テスト</a></li><li class=""><a class="x:focus-visible:nextra-focus x:flex x:rounded x:px-2 x:py-1.5 x:text-sm x:transition-colors x:[word-break:break-word] x:cursor-pointer x:contrast-more:border x:text-gray-600 x:hover:bg-gray-100 x:hover:text-gray-900 x:dark:text-neutral-400 x:dark:hover:bg-primary-100/5 x:dark:hover:text-gray-50 x:contrast-more:text-gray-900 x:contrast-more:dark:text-gray-50 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href="/qwen-code-docs/ja/Uninstall/">アンインストールガイド</a></li><li class="active"><a class="x:focus-visible:nextra-focus x:flex x:rounded x:px-2 x:py-1.5 x:text-sm x:transition-colors x:[word-break:break-word] x:cursor-pointer x:contrast-more:border x:bg-primary-100 x:font-semibold x:text-primary-800 x:dark:bg-primary-400/10 x:dark:text-primary-600 x:contrast-more:border-primary-500!" href="/qwen-code-docs/ja/subagents/">サブエージェント</a></li></ul></div></div><div class="x:sticky x:bottom-0 x:bg-nextra-bg nextra-sidebar-footer x:border-t nextra-border x:flex x:items-center x:gap-2 x:py-4 x:mx-4"><button title="Change language" class="x:cursor-pointer x:h-7 x:rounded-md x:px-2 x:text-xs x:font-medium x:transition-colors x:text-gray-600 x:dark:text-gray-400 x:flex x:items-center x:gap-2 x:grow" id="headlessui-listbox-button-:R6rapuun9ukq:" type="button" aria-haspopup="listbox" aria-expanded="false" data-headlessui-state=""><svg viewBox="2 2 16 16" fill="currentColor" height="12"><path 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class="x:focus-visible:nextra-focus x:font-semibold x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">主要なメリット</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#サブエージェントの仕組み" class="x:focus-visible:nextra-focus x:font-semibold x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">サブエージェントの仕組み</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#はじめに" class="x:focus-visible:nextra-focus x:font-semibold x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">はじめに</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#クイックスタート" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">クイックスタート</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#使用例" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">使用例</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#管理" class="x:focus-visible:nextra-focus x:font-semibold x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">管理</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#cli-コマンド" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">CLI コマンド</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#agents-create" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words"><code class="nextra-code" dir="ltr">/agents create</code></a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#agents-manage" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words"><code class="nextra-code" dir="ltr">/agents manage</code></a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#保存場所" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">保存場所</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#ファイル形式" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">ファイル形式</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#基本構造" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">基本構造</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#使用例-1" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">使用例</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#例" class="x:focus-visible:nextra-focus x:font-semibold x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">例</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#開発ワークフロー-agents" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">開発ワークフロー Agents</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#testing-specialist" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">Testing Specialist</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#documentation-writer" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">Documentation Writer</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#code-reviewer" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">Code Reviewer</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#技術固有のエージェント" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">技術固有のエージェント</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#react-specialist" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">React Specialist</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#python-expert" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">Python Expert</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#ベストプラクティス" class="x:focus-visible:nextra-focus x:font-semibold x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">ベストプラクティス</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#設計原則" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">設計原則</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#単一責任原則" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">単一責任原則</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#明確な専門性" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">明確な専門性</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#実行可能な説明文を書く" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">実行可能な説明文を書く</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#設定のベストプラクティス" class="x:focus-visible:nextra-focus x:ms-3 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">設定のベストプラクティス</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#system-prompt-guidelines" class="x:focus-visible:nextra-focus x:ms-6 x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">System Prompt Guidelines</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#セキュリティに関する考慮事項" class="x:focus-visible:nextra-focus x:font-semibold x:block x:transition-colors x:subpixel-antialiased x:text-gray-600 x:hover:text-gray-900 x:dark:text-gray-400 x:dark:hover:text-gray-300 x:contrast-more:text-gray-900 x:contrast-more:underline x:contrast-more:dark:text-gray-50 x:break-words">セキュリティに関する考慮事項</a></li></ul><div class="x:grid x:gap-2 x:py-4 x:mx-4 x:border-t nextra-border"><a href="https://github.com/QwenLM/qwen-code/issues/new?title=Feedback%20for%20%E2%80%9C%E3%82%B5%E3%83%96%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E2%80%9D&amp;labels=feedback" target="_blank" rel="noreferrer" class="x:focus-visible:nextra-focus x:text-xs x:font-medium x:transition x:text-gray-600 x:dark:text-gray-400 x:hover:text-gray-800 x:dark:hover:text-gray-200 x:contrast-more:text-gray-700 x:contrast-more:dark:text-gray-100">Question? Give us feedback<!-- --> <svg fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.7" viewBox="0 0 24 24" height="1em" class="x:inline x:align-baseline x:shrink-0"><path d="M7 17L17 7"></path><path d="M7 7h10v10"></path></svg></a><a href="https://github.com/QwenLM/qwen-code/blob/main/docs/content/ja/subagents.md" target="_blank" rel="noreferrer" class="x:focus-visible:nextra-focus x:text-xs x:font-medium x:transition x:text-gray-600 x:dark:text-gray-400 x:hover:text-gray-800 x:dark:hover:text-gray-200 x:contrast-more:text-gray-700 x:contrast-more:dark:text-gray-100">Edit this page<!-- --> <svg fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.7" viewBox="0 0 24 24" height="1em" class="x:inline x:align-baseline x:shrink-0"><path d="M7 17L17 7"></path><path d="M7 7h10v10"></path></svg></a><button class="x:transition x:cursor-pointer x:flex x:items-center x:gap-1.5 x:whitespace-nowrap x:opacity-0 x:text-xs x:font-medium x:transition x:text-gray-600 x:dark:text-gray-400 x:hover:text-gray-800 x:dark:hover:text-gray-200 x:contrast-more:text-gray-700 x:contrast-more:dark:text-gray-100" aria-hidden="true" type="button" disabled="" data-headlessui-state="disabled" data-disabled="">Scroll to top<svg viewBox="0 0 24 24" stroke="currentColor" fill="none" stroke-width="2" height="1.1em" class="x:-rotate-90 x:border x:rounded-full x:border-current"><path d="M9 5l7 7-7 7" stroke-linecap="round" stroke-linejoin="round"></path></svg></button></div></div></nav><article class="x:w-full x:min-w-0 x:break-words x:min-h-[calc(100vh-var(--nextra-navbar-height))] x:text-slate-700 x:dark:text-slate-200 x:pb-8 x:px-4 x:pt-4 x:md:px-12"><div class="nextra-breadcrumb x:mt-1.5 x:flex x:items-center x:gap-1 x:overflow-hidden x:text-sm x:text-gray-600 x:dark:text-gray-400 x:contrast-more:text-current"><span class="x:whitespace-nowrap x:transition-colors x:font-medium x:text-black x:dark:text-gray-100" title="サブエージェント">サブエージェント</span></div><div id="nextra-skip-nav"></div><main data-pagefind-body="true"><h1 class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-bold x:mt-2 x:text-4xl">サブエージェント</h1>
<p class="x:not-first:mt-[1.25em] x:leading-7">サブエージェントは、Qwen Code 内で特定のタスクを処理するための専門的な AI アシスタントです。タスクに特化したプロンプト、ツール、および動作で構成された AI エージェントに、特定の作業を委任することができます。</p>
<h2 id="サブエージェントとは" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">サブエージェントとは?<a href="#サブエージェントとは" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<p class="x:not-first:mt-[1.25em] x:leading-7">サブエージェントとは、以下のような特徴を持つ独立した AI アシスタントです:</p>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]"><strong>特定のタスクに特化</strong> - 各サブエージェントは、特定の作業向けに特化したシステムプロンプトで構成されています</li>
<li class="x:my-[.5em]"><strong>独立したコンテキストを持つ</strong> - メインチャットとは別に、独自の会話履歴を保持します</li>
<li class="x:my-[.5em]"><strong>制御されたツールを使用</strong> - 各サブエージェントが利用できるツールを個別に設定できます</li>
<li class="x:my-[.5em]"><strong>自律的に動作</strong> - タスクを割り当てられると、完了または失敗するまで独立して動作します</li>
<li class="x:my-[.5em]"><strong>詳細なフィードバックを提供</strong> - 進行状況、ツールの使用状況、実行統計をリアルタイムで確認できます</li>
</ul>
<h2 id="主要なメリット" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">主要なメリット<a href="#主要なメリット" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]"><strong>タスクの専門化</strong>: 特定のワークフロー(テスト、ドキュメント作成、リファクタリングなど)に最適化されたエージェントを作成</li>
<li class="x:my-[.5em]"><strong>コンテキストの分離</strong>: 専門的な作業をメインの会話から分離して管理</li>
<li class="x:my-[.5em]"><strong>再利用性</strong>: エージェント設定をプロジェクトやセッション間で保存・再利用</li>
<li class="x:my-[.5em]"><strong>アクセス制御</strong>: 各エージェントが使用できるツールを制限し、セキュリティと集中力を確保</li>
<li class="x:my-[.5em]"><strong>進捗の可視化</strong>: リアルタイムの進捗更新でエージェントの実行状況を監視</li>
</ul>
<h2 id="サブエージェントの仕組み" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">サブエージェントの仕組み<a href="#サブエージェントの仕組み" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<ol class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-decimal x:ms-6">
<li class="x:my-[.5em]"><strong>設定</strong>: 振る舞い、ツール、システムプロンプトを定義したサブエージェント設定を作成</li>
<li class="x:my-[.5em]"><strong>委譲</strong>: メインAIが適切なサブエージェントにタスクを自動的に委譲</li>
<li class="x:my-[.5em]"><strong>実行</strong>: サブエージェントが独立して動作し、設定されたツールを使ってタスクを完了</li>
<li class="x:my-[.5em]"><strong>結果</strong>: 結果と実行サマリーをメインの会話に戻す</li>
</ol>
<h2 id="はじめに" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">はじめに<a href="#はじめに" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<h3 id="クイックスタート" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">クイックスタート<a href="#クイックスタート" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<ol class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-decimal x:ms-6">
<li class="x:my-[.5em]">
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>最初のサブエージェントを作成する</strong>:</p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span>/agents create</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7">ガイド付きウィザードに従って、専門的なエージェントを作成します。</p>
</li>
<li class="x:my-[.5em]">
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>既存のエージェントを管理する</strong>:</p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span>/agents manage</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7">設定済みのサブエージェントを表示・管理できます。</p>
</li>
<li class="x:my-[.5em]">
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>サブエージェントを自動的に使用する</strong>:
メインのAIに、サブエージェントの専門領域に合致するタスクを依頼するだけです。AIが自動的に適切な作業を委譲します。</p>
</li>
</ol>
<h3 id="使用例" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">使用例<a href="#使用例" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span>User: &quot;認証モジュールの包括的なテストを書いてください&quot;</span></span>
<span><span></span></span>
<span><span>AI: これをテスト専門のサブエージェントに委譲します。</span></span>
<span><span>[Delegates to &quot;testing-expert&quot; subagent]</span></span>
<span><span>[テスト作成のリアルタイム進捗を表示]</span></span>
<span><span>[完了したテストファイルと実行サマリを返却]</span></span></code></pre></div>
<h2 id="管理" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">管理<a href="#管理" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<h3 id="cli-コマンド" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">CLI コマンド<a href="#cli-コマンド" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<p class="x:not-first:mt-[1.25em] x:leading-7">サブエージェントは、<code class="nextra-code" dir="ltr">/agents</code> スラッシュコマンドおよびそのサブコマンドを通じて管理されます:</p>
<h4 id="agents-create" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl"><code class="nextra-code" dir="ltr">/agents create</code><a href="#agents-create" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">ガイド付きステップ・ウィザードで新しいサブエージェントを作成します。</p>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>使用方法:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span>/agents create</span></span></code></pre></div>
<h4 id="agents-manage" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl"><code class="nextra-code" dir="ltr">/agents manage</code><a href="#agents-manage" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">既存のサブエージェントを表示・管理するためのインタラクティブな管理ダイアログを開きます。</p>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>使用方法:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span>/agents manage</span></span></code></pre></div>
<h3 id="保存場所" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">保存場所<a href="#保存場所" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<p class="x:not-first:mt-[1.25em] x:leading-7">サブエージェントは以下の2つの場所に Markdown ファイルとして保存されます:</p>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]"><strong>プロジェクトレベル</strong>: <code class="nextra-code" dir="ltr">.qwen/agents/</code>(優先)</li>
<li class="x:my-[.5em]"><strong>ユーザーレベル</strong>: <code class="nextra-code" dir="ltr">~/.qwen/agents/</code>(フォールバック)</li>
</ul>
<p class="x:not-first:mt-[1.25em] x:leading-7">これにより、プロジェクト固有のエージェントと、すべてのプロジェクトで使用できる個人用エージェントの両方を持つことができます。</p>
<h3 id="ファイル形式" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">ファイル形式<a href="#ファイル形式" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<p class="x:not-first:mt-[1.25em] x:leading-7">サブエージェントは、YAML frontmatter を含む Markdown ファイルを使用して設定されます。この形式は人間が読みやすく、任意のテキストエディタで簡単に編集できます。</p>
<h4 id="基本構造" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">基本構造<a href="#基本構造" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">agent-name</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">このエージェントを使用するタイミングと方法の簡単な説明</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">tools</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">tool1, tool2, tool3</span><span style="--shiki-light:#6A737D;--shiki-dark:#6A737D"> # 任意</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">システムプロンプトの内容をここに記述します。</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">複数の段落に対応しています。</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">動的なコンテンツには ${variable} 形式のテンプレートを使用できます。</span></span></code></pre></div>
<h4 id="使用例-1" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">使用例<a href="#使用例-1" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">project-documenter</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">プロジェクトのドキュメントとREADMEファイルを作成</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたは${project_name}プロジェクトのドキュメントスペシャリストです。</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたのタスク: ${task_description}</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">作業ディレクトリ: ${current_directory}</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">生成日時: ${timestamp}</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">新しいコントリビューターとエンドユーザーの両方がプロジェクトを理解できるような、</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">明確で包括的なドキュメントを作成することに重点を置いてください。</span></span></code></pre></div>
<h2 id="例" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">例<a href="#例" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<h3 id="開発ワークフロー-agents" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">開発ワークフロー Agents<a href="#開発ワークフロー-agents" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<h4 id="testing-specialist" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">Testing Specialist<a href="#testing-specialist" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">包括的なテスト作成とテスト駆動開発(TDD)に最適です。</p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">testing-expert</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">網羅的なユニットテスト、結合テストを作成し、ベストプラクティスに基づいたテスト自動化を実施</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">tools</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">read_file, write_file, read_many_files, run_shell_command</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたは高品質で保守性の高いテストを作成することに特化したテストスペシャリストです。</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">専門知識には以下が含まれます:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 適切なモックと分離によるユニットテスト</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> コンポーネント間の相互作用を検証する結合テスト</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> テスト駆動開発(TDD)のプラクティス</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> エッジケースの特定と網羅的なテストカバレッジ</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 必要に応じたパフォーマンステストと負荷テスト</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">各テストタスクに対して以下の手順を実施します:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> コード構造と依存関係を分析</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 主要機能、エッジケース、エラー条件を特定</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 説明的な名前を持つ網羅的なテストスイートを作成</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 適切なセットアップ/ティアダウンと意味のあるアサーションを含める</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 複雑なテストシナリオを説明するコメントを追加</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">6.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> テストが保守可能であり、DRY原則に従っていることを確認</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">常に検出された言語とフレームワークに適したテストのベストプラクティスに従ってください。</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">正常系と異常系の両方のテストケースに焦点を当ててください。</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Use Cases:</strong></p>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]">“認証サービスのユニットテストを書く”</li>
<li class="x:my-[.5em]">“支払い処理ワークフローの結合テストを作成する”</li>
<li class="x:my-[.5em]">“データ検証モジュールのエッジケースに対するテストカバレッジを追加する”</li>
</ul>
<h4 id="documentation-writer" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">Documentation Writer<a href="#documentation-writer" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">明確で包括的なドキュメント作成を専門に行います。</p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">documentation-writer</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">包括的なドキュメント、READMEファイル、APIドキュメント、ユーザーガイドを作成します</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">tools</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">read_file, write_file, read_many_files, web_search</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたは${project_name}の技術ドキュメントスペシャリストです。</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたの役割は、開発者とエンドユーザーの両方に役立つ、明確で包括的なドキュメントを作成することです。以下の点に重点を置いてください:</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold">**APIドキュメント向け:**</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> サンプル付きの明確なエンドポイント説明</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 型と制約付きのパラメータ詳細</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> レスポンス形式のドキュメント</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> エラーコードの説明</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 認証要件</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold">**ユーザードキュメント向け:**</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 必要に応じてスクリーンショット付きのステップバイステップ説明</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> インストールとセットアップガイド</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 設定オプションとサンプル</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 一般的な問題に対するトラブルシューティングセクション</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 一般的なユーザー質問に基づいたFAQセクション</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold">**開発者ドキュメント向け:**</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> アーキテクチャ概要と設計判断</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 実際に動作するコード例</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> コントリビューションガイドライン</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 開発環境のセットアップ</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">常にコード例を検証し、ドキュメントが実際の実装と同期していることを確認してください。明確な見出し、箇条書き、サンプルを使用してください。</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>ユースケース:</strong></p>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]">“ユーザー管理エンドポイントのAPIドキュメントを作成”</li>
<li class="x:my-[.5em]">“このプロジェクトの包括的なREADMEを書く”</li>
<li class="x:my-[.5em]">“トラブルシューティング手順付きでデプロイメントプロセスをドキュメント化”</li>
</ul>
<h4 id="code-reviewer" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">Code Reviewer<a href="#code-reviewer" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">コードの品質、セキュリティ、およびベストプラクティスに焦点を当てたレビューを行う。</p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">code-reviewer</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">ベストプラクティス、セキュリティ問題、パフォーマンス、および保守性の観点からコードをレビューします</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">tools</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">read_file, read_many_files</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたは品質、セキュリティ、保守性にフォーカスした経験豊富なコードレビュアーです。</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">レビュー基準:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **コード構造**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: オーガニゼーション、モジュール性、関心の分離</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **パフォーマンス**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: アルゴリズムの効率性とリソース使用量</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **セキュリティ**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: 脆弱性評価とセキュアコーディングプラクティス</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **ベストプラクティス**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: 言語/フレームワーク固有の規約</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **エラーハンドリング**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: 適切な例外処理とエッジケースのカバレッジ</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **可読性**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: 明確な命名、コメント、コード構成</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **テスト**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: テストカバレッジとテスト容易性の考慮事項</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">以下の形式で建設的なフィードバックを提供してください:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **重大な問題**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: セキュリティ脆弱性、重大なバグ</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **重要な改善点**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: パフォーマンス問題、設計上の問題</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **軽微な提案**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: スタイル改善、リファクタリングの機会</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **肯定的なフィードバック**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: よく実装されたパターンと良いプラクティス</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">具体的な例と提案された解決策を含む、実行可能なフィードバックに焦点を当ててください。</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">影響度で問題の優先順位を付け、推奨事項の根拠を提供してください。</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Use Cases:</strong></p>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]">“この認証実装のセキュリティ問題をレビューしてください”</li>
<li class="x:my-[.5em]">“このデータベースクエリロジックのパフォーマンスへの影響をチェックしてください”</li>
<li class="x:my-[.5em]">“コード構造を評価し、改善点を提案してください”</li>
</ul>
<h3 id="技術固有のエージェント" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">技術固有のエージェント<a href="#技術固有のエージェント" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<h4 id="react-specialist" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">React Specialist<a href="#react-specialist" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">React 開発、hooks、コンポーネントパターンに最適化されています。</p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">react-specialist</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">React 開発、hooks、コンポーネントパターン、および最新の React ベストプラクティスのエキスパート</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">tools</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">read_file, write_file, read_many_files, run_shell_command</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたは最新の React 開発に精通した React スペシャリストです。</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">専門知識の範囲:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Component Design**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: 関数コンポーネント、カスタムフック、コンポジションパターン</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **State Management**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: useState、useReducer、Context API、外部ライブラリ</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Performance**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: React.memo、useMemo、useCallback、コード分割</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Testing**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: React Testing Library、Jest、コンポーネントテスト戦略</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **TypeScript Integration**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: props、hooks、コンポーネントの適切な型付け</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Modern Patterns**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Suspense、Error Boundaries、Concurrent Features</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">React のタスクでは:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> デフォルトで関数コンポーネントと hooks を使用</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 適切な TypeScript の型付けを実装</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> React のベストプラクティスと規約に従う</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> パフォーマンスへの影響を考慮</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 適切なエラーハンドリングを含める</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">6.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> テスト可能で保守性の高いコードを書く</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">常に最新の React ベストプラクティスを維持し、非推奨のパターンは避けてください。</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">アクセシビリティとユーザーエクスペリエンスの考慮に重点を置いてください。</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Use Cases:</strong></p>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]">“ソートとフィルタリング機能付きの再利用可能なデータテーブルコンポーネントを作成”</li>
<li class="x:my-[.5em]">“キャッシング機能付きの API データ取得用カスタムフックを実装”</li>
<li class="x:my-[.5em]">“このクラスコンポーネントを最新の React パターンにリファクタリング”</li>
</ul>
<h4 id="python-expert" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">Python Expert<a href="#python-expert" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">Python 開発、フレームワーク、およびベストプラクティスの専門家。</p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">python-expert</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">Python 開発、フレームワーク、テスト、および Python 固有のベストプラクティスのエキスパート</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">tools</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">read_file, write_file, read_many_files, run_shell_command</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたは Python エコシステムについて深い知識を持つ Python のエキスパートです。</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">あなたの専門知識には以下が含まれます:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Core Python**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Pythonic なパターン、データ構造、アルゴリズム</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Frameworks**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Django, Flask, FastAPI, SQLAlchemy</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Testing**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: pytest, unittest, モッキング、テスト駆動開発</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Data Science**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: pandas, numpy, matplotlib, jupyter notebooks</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Async Programming**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: asyncio, async/await パターン</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Package Management**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: pip, poetry, 仮想環境</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold"> **Code Quality**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: PEP 8, 型ヒント、pylint/flake8 による linting</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Python のタスクにおいて:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> PEP 8 スタイルガイドラインに従う</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> コードのドキュメント化のために型ヒントを使用する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 特定の例外による適切なエラーハンドリングを実装する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 包括的な docstring を書く</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> パフォーマンスとメモリ使用量を考慮する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">6.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 適切なロギングを含める</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">7.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> テスト可能でモジュール化されたコードを書く</span></span>
<span> </span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">コミュニティ標準に従った、クリーンで保守可能な Python コードの作成に焦点を当てます。</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Use Cases:</strong></p>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]">“JWT トークンを使用したユーザー認証のための FastAPI サービスを作成する”</li>
<li class="x:my-[.5em]">“pandas とエラーハンドリングによるデータ処理パイプラインを実装する”</li>
<li class="x:my-[.5em]">“包括的なヘルプドキュメント付きの argparse を使用して CLI ツールを書く”</li>
</ul>
<h2 id="ベストプラクティス" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">ベストプラクティス<a href="#ベストプラクティス" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<h3 id="設計原則" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">設計原則<a href="#設計原則" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<h4 id="単一責任原則" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">単一責任原則<a href="#単一責任原則" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">各サブエージェントは、明確で集中した目的を持つべきです。</p>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>✅ 良い例:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">testing-expert</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">Writes comprehensive unit tests and integration tests</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>❌ 避けるべき例:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">general-helper</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">Helps with testing, documentation, code review, and deployment</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>理由:</strong> 目的に集中したエージェントの方が、より良い結果を生み出し、メンテナンスも容易になります。</p>
<h4 id="明確な専門性" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">明確な専門性<a href="#明確な専門性" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">広範な能力よりも、特定の専門領域を定義しましょう。</p>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>✅ 良い例:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">react-performance-optimizer</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">Optimizes React applications for performance using profiling and best practices</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>❌ 避けるべき例:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">name</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">frontend-developer</span></span>
<span><span style="--shiki-light:#22863A;--shiki-dark:#85E89D">description</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: </span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF">Works on frontend development tasks</span></span>
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>理由:</strong> 特定の専門知識があることで、より的確で効果的な支援が可能になります。</p>
<h4 id="実行可能な説明文を書く" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">実行可能な説明文を書く<a href="#実行可能な説明文を書く" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7">エージェントをいつ使うべきかを明確に示す説明文を書いてください。</p>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>✅ 良い例:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">description: コードのセキュリティ脆弱性、パフォーマンス問題、保守性の懸念点をレビューします</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>❌ 避けるべき例:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">description: 役に立つコードレビューア</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>理由:</strong> 明確な説明文があることで、メインのAIが各タスクに適したエージェントを選択しやすくなります。</p>
<h3 id="設定のベストプラクティス" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-2xl">設定のベストプラクティス<a href="#設定のベストプラクティス" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
<h4 id="system-prompt-guidelines" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-8 x:text-xl">System Prompt Guidelines<a href="#system-prompt-guidelines" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h4>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>専門性について具体的に記述する:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">You are a Python testing specialist with expertise in:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> pytest framework and fixtures</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Mock objects and dependency injection</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Test-driven development practices</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Performance testing with pytest-benchmark</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>ステップ・バイ・ステップのアプローチを含める:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">For each testing task:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> コード構造と依存関係を分析する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> キーとなる機能とエッジケースを特定する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 明確な命名規則を持った包括的なテストスイートを作成する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> セットアップ/ティアダウンと適切なアサーションを含める</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 複雑なテストシナリオを説明するコメントを追加する</span></span></code></pre></div>
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>出力標準を指定する:</strong></p>
<div data-pagefind-ignore="all" class="nextra-code x:relative x:not-first:mt-[1.25em]"><pre class="x:group x:focus-visible:nextra-focus x:overflow-x-auto x:subpixel-antialiased x:text-[.9em] x:bg-white x:dark:bg-black x:py-4 x:ring-1 x:ring-inset x:ring-gray-300 x:dark:ring-neutral-700 x:contrast-more:ring-gray-900 x:contrast-more:dark:ring-gray-50 x:contrast-more:contrast-150 x:rounded-md not-prose" tabindex="0"><div class="x:group-hover:opacity-100 x:group-focus:opacity-100 x:opacity-0 x:transition x:focus-within:opacity-100 x:flex x:gap-1 x:absolute x:right-4 x:top-2"><button class="x:transition x:cursor-pointer x:border x:border-gray-300 x:dark:border-neutral-700 x:contrast-more:border-gray-900 x:contrast-more:dark:border-gray-50 x:rounded-md x:p-1.5 x:md:hidden" title="Toggle word wrap" type="button" data-headlessui-state=""><svg viewBox="0 0 24 24" fill="currentColor" height="1em"><path d="M4 19h6v-2H4v2zM20 5H4v2h16V5zm-3 6H4v2h13.25c1.1 0 2 .9 2 2s-.9 2-2 2H15v-2l-3 3l3 3v-2h2c2.21 0 4-1.79 4-4s-1.79-4-4-4z"></path></svg></button></div><code class="nextra-code" dir="ltr"><span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Always follow these standards:</span></span>
<span> </span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> シナリオを説明する記述的なテスト名を使用する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> ポジティブケースとネガティブケースの両方を含める</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> 複雑なテスト関数にはdocstringを追加する</span></span>
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> テストが独立しており、任意の順序で実行できることを確認する</span></span></code></pre></div>
<h2 id="セキュリティに関する考慮事項" class="x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border">セキュリティに関する考慮事項<a href="#セキュリティに関する考慮事項" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
<ul class="x:[:is(ol,ul)_&amp;]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
<li class="x:my-[.5em]"><strong>ツールの制限</strong>: サブエージェントは設定されたツールのみにアクセス可能</li>
<li class="x:my-[.5em]"><strong>サンドボックス化</strong>: すべてのツール実行は、直接ツールを使用する場合と同じセキュリティモデルに従う</li>
<li class="x:my-[.5em]"><strong>監査ログ</strong>: すべてのサブエージェントのアクションはログに記録され、リアルタイムで確認可能</li>
<li class="x:my-[.5em]"><strong>アクセス制御</strong>: プロジェクトレベルおよびユーザーレベルの分離により、適切な境界を提供</li>
<li class="x:my-[.5em]"><strong>機密情報</strong>: エージェント設定にシークレットや認証情報の含まれるのを避ける</li>
<li class="x:my-[.5em]"><strong>本番環境</strong>: 本番環境と開発環境では別々のエージェントを検討すること</li>
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