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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/core/tools-api.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"><a class="x:whitespace-nowrap x:transition-colors x:min-w-6 x:overflow-hidden x:text-ellipsis x:focus-visible:nextra-focus x:ring-inset x:hover:text-gray-900 x:dark:hover:text-gray-100" title="コア詳細" href="/qwen-code-docs/ja/core/">コア詳細</a><svg viewBox="0 0 24 24" stroke="currentColor" fill="none" stroke-width="2" height="14" class="x:shrink-0 x:rtl:rotate-180"><path d="M9 5l7 7-7 7" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="x:whitespace-nowrap x:transition-colors x:font-medium x:text-black x:dark:text-gray-100" title="ツール API">ツール API</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">Qwen Code Core: Tools API</h1>
<p class="x:not-first:mt-[1.25em] x:leading-7">Qwen Code のコア (<code class="nextra-code" dir="ltr">packages/core</code>) には、ツールを定義・登録・実行するための堅牢なシステムが備わっています。これらのツールはモデルの機能を拡張し、ローカル環境との連携、Web コンテンツの取得、単純なテキスト生成を超えたさまざまなアクションの実行を可能にします。</p>
<h2 id="コアコンセプト" 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">コアコンセプト<a href="#コアコンセプト" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
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<li class="x:my-[.5em]">
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Tool (<code class="nextra-code" dir="ltr">tools.ts</code>)</strong>: すべてのツールの契約を定義するインターフェースとベースクラス(<code class="nextra-code" dir="ltr">BaseTool</code>)。各ツールには以下が必要です:</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]"><code class="nextra-code" dir="ltr">name</code>: モデルへの API 呼び出しで使用される一意の内部名。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">displayName</code>: ユーザーに表示される分かりやすい名前。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">description</code>: モデルに提供される、ツールが何を行うかを明確に説明するテキスト。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">parameterSchema</code>: ツールが受け取るパラメータを定義する JSON スキーマ。モデルがツールを正しく呼び出すために重要。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">validateToolParams()</code>: 受信したパラメータを検証するメソッド。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">getDescription()</code>: 実行前に、特定のパラメータでツールが何を行うかを人間が読める形式で返すメソッド。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">shouldConfirmExecute()</code>: 実行前にユーザー確認が必要かどうかを判断するメソッド(例:破壊的な操作など)。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">execute()</code>: ツールのアクションを実行し、<code class="nextra-code" dir="ltr">ToolResult</code> を返すコアメソッド。</li>
</ul>
</li>
<li class="x:my-[.5em]">
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong><code class="nextra-code" dir="ltr">ToolResult</code> (<code class="nextra-code" dir="ltr">tools.ts</code>)</strong>: ツールの実行結果の構造を定義するインターフェース:</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]"><code class="nextra-code" dir="ltr">llmContent</code>: LLM に送り返される履歴に含める事実情報。単純な文字列か、リッチなコンテンツ用の <code class="nextra-code" dir="ltr">PartListUnion</code>(<code class="nextra-code" dir="ltr">Part</code> オブジェクトと文字列の配列)。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">returnDisplay</code>: CLI に表示するためのユーザー向け文字列(多くの場合 Markdown)または特別なオブジェクト(例:<code class="nextra-code" dir="ltr">FileDiff</code>)。</li>
</ul>
</li>
<li class="x:my-[.5em]">
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>リッチなコンテンツの返却</strong>: ツールは単純なテキストに限らず、<code class="nextra-code" dir="ltr">llmContent</code> に <code class="nextra-code" dir="ltr">PartListUnion</code> を返すことができます。これは <code class="nextra-code" dir="ltr">Part</code> オブジェクト(画像、音声など)と <code class="nextra-code" dir="ltr">string</code> の混合を含む配列で、1回のツール実行で複数のリッチコンテンツを返すことが可能です。</p>
</li>
<li class="x:my-[.5em]">
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Tool Registry (<code class="nextra-code" dir="ltr">tool-registry.ts</code>)</strong>: 以下の責務を持つクラス(<code class="nextra-code" dir="ltr">ToolRegistry</code>):</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>ツールの登録</strong>: 利用可能なすべての組み込みツール(例:<code class="nextra-code" dir="ltr">ReadFileTool</code>、<code class="nextra-code" dir="ltr">ShellTool</code>)を保持。</li>
<li class="x:my-[.5em]"><strong>ツールの発見</strong>: 動的にツールを発見することも可能:
<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>コマンドベースの発見</strong>: 設定で <code class="nextra-code" dir="ltr">toolDiscoveryCommand</code> が指定されている場合、そのコマンドを実行し、カスタムツールを記述した JSON を出力することが期待される。出力されたツールは <code class="nextra-code" dir="ltr">DiscoveredTool</code> インスタンスとして登録される。</li>
<li class="x:my-[.5em]"><strong>MCP ベースの発見</strong>: <code class="nextra-code" dir="ltr">mcpServerCommand</code> が設定されている場合、レジストリは Model Context Protocol (MCP) サーバーに接続してツールを一覧取得・登録(<code class="nextra-code" dir="ltr">DiscoveredMCPTool</code>)できる。</li>
</ul>
</li>
<li class="x:my-[.5em]"><strong>スキーマの提供</strong>: 登録されたすべてのツールの <code class="nextra-code" dir="ltr">FunctionDeclaration</code> スキーマをモデルに公開し、利用可能なツールとその使用方法を認識させる。</li>
<li class="x:my-[.5em]"><strong>ツールの取得</strong>: コアが実行のために名前で特定のツールを取得できるようにする。</li>
</ul>
</li>
</ul>
<h2 id="組み込みツール" 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">組み込みツール<a href="#組み込みツール" 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">コアには、<code class="nextra-code" dir="ltr">packages/core/src/tools/</code> に通常配置されている一連の事前定義ツールが含まれています。これには以下が含まれます:</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>ファイルシステムツール:</strong>
<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]"><code class="nextra-code" dir="ltr">LSTool</code> (<code class="nextra-code" dir="ltr">ls.ts</code>): ディレクトリの内容を一覧表示します。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">ReadFileTool</code> (<code class="nextra-code" dir="ltr">read-file.ts</code>): 単一ファイルの内容を読み込みます。<code class="nextra-code" dir="ltr">absolute_path</code> パラメータを受け取り、これは絶対パスである必要があります。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">WriteFileTool</code> (<code class="nextra-code" dir="ltr">write-file.ts</code>): ファイルに内容を書き込みます。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">GrepTool</code> (<code class="nextra-code" dir="ltr">grep.ts</code>): ファイル内のパターンを検索します。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">GlobTool</code> (<code class="nextra-code" dir="ltr">glob.ts</code>): glob パターンに一致するファイルを検索します。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">EditTool</code> (<code class="nextra-code" dir="ltr">edit.ts</code>): ファイルに対してその場での変更を実行します(多くの場合、確認が必要です)。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">ReadManyFilesTool</code> (<code class="nextra-code" dir="ltr">read-many-files.ts</code>): 複数のファイルまたは glob パターンから内容を読み込んで連結します(CLI の <code class="nextra-code" dir="ltr">@</code> コマンドで使用されます)。</li>
</ul>
</li>
<li class="x:my-[.5em]"><strong>実行ツール:</strong>
<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]"><code class="nextra-code" dir="ltr">ShellTool</code> (<code class="nextra-code" dir="ltr">shell.ts</code>): 任意の shell コマンドを実行します(慎重なサンドボックス化とユーザー確認が必要です)。</li>
</ul>
</li>
<li class="x:my-[.5em]"><strong>Web ツール:</strong>
<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]"><code class="nextra-code" dir="ltr">WebFetchTool</code> (<code class="nextra-code" dir="ltr">web-fetch.ts</code>): URL から内容を取得します。</li>
<li class="x:my-[.5em]"><code class="nextra-code" dir="ltr">WebSearchTool</code> (<code class="nextra-code" dir="ltr">web-search.ts</code>): Web 検索を実行します。</li>
</ul>
</li>
<li class="x:my-[.5em]"><strong>メモリツール:</strong>
<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]"><code class="nextra-code" dir="ltr">MemoryTool</code> (<code class="nextra-code" dir="ltr">memoryTool.ts</code>): AI のメモリとやり取りします。</li>
</ul>
</li>
</ul>
<p class="x:not-first:mt-[1.25em] x:leading-7">これらの各ツールは <code class="nextra-code" dir="ltr">BaseTool</code> を拡張し、特定の機能に必要なメソッドを実装しています。</p>
<h2 id="ツール実行フロー" 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">ツール実行フロー<a href="#ツール実行フロー" 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>モデルリクエスト:</strong> モデルは、ユーザーのプロンプトと提供されたツールスキーマに基づいて、ツールを使用することを決定し、レスポンス内で <code class="nextra-code" dir="ltr">FunctionCall</code> パートを返却します。このパートには、ツール名と引数が指定されています。</li>
<li class="x:my-[.5em]"><strong>Core がリクエストを受信:</strong> Core はこの <code class="nextra-code" dir="ltr">FunctionCall</code> をパースします。</li>
<li class="x:my-[.5em]"><strong>ツール検索:</strong> <code class="nextra-code" dir="ltr">ToolRegistry</code> 内で要求されたツールを検索します。</li>
<li class="x:my-[.5em]"><strong>パラメータ検証:</strong> ツールの <code class="nextra-code" dir="ltr">validateToolParams()</code> メソッドが呼び出されます。</li>
<li class="x:my-[.5em]"><strong>確認(必要な場合):</strong>
<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]">ツールの <code class="nextra-code" dir="ltr">shouldConfirmExecute()</code> メソッドが呼び出されます。</li>
<li class="x:my-[.5em]">このメソッドが確認用の詳細を返す場合、Core は CLI にこの情報を伝え、ユーザーにプロンプトを表示します。</li>
<li class="x:my-[.5em]">ユーザーの判断(例:実行、キャンセル)が Core に送り返されます。</li>
</ul>
</li>
<li class="x:my-[.5em]"><strong>実行:</strong> 検証および確認が完了した場合(または確認が不要な場合)、Core はツールの <code class="nextra-code" dir="ltr">execute()</code> メソッドを、指定された引数と <code class="nextra-code" dir="ltr">AbortSignal</code>(キャンセル用)とともに呼び出します。</li>
<li class="x:my-[.5em]"><strong>結果処理:</strong> <code class="nextra-code" dir="ltr">execute()</code> から返された <code class="nextra-code" dir="ltr">ToolResult</code> が Core に受信されます。</li>
<li class="x:my-[.5em]"><strong>モデルへのレスポンス:</strong> <code class="nextra-code" dir="ltr">ToolResult</code> の <code class="nextra-code" dir="ltr">llmContent</code> が <code class="nextra-code" dir="ltr">FunctionResponse</code> としてパッケージ化され、モデルに送り返され、モデルがユーザー向けのレスポンス生成を続行できるようにします。</li>
<li class="x:my-[.5em]"><strong>ユーザーへの表示:</strong> <code class="nextra-code" dir="ltr">ToolResult</code> の <code class="nextra-code" dir="ltr">returnDisplay</code> が CLI に送られ、ユーザーにツールが何を行ったかが表示されます。</li>
</ol>
<h2 id="カスタムツールによる拡張" 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">カスタムツールによる拡張<a href="#カスタムツールによる拡張" 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">エンドユーザー向けの一般的なワークフローとして、ユーザーによる新規ツールの直接的なプログラムによる登録については、提供されているファイルには明確に記載されていませんが、アーキテクチャでは以下の方法で拡張をサポートしています:</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>コマンドベースの検出:</strong> 上級ユーザーまたはプロジェクト管理者は、<code class="nextra-code" dir="ltr">settings.json</code> に <code class="nextra-code" dir="ltr">toolDiscoveryCommand</code> を定義できます。このコマンドは、core によって実行され、<code class="nextra-code" dir="ltr">FunctionDeclaration</code> オブジェクトの JSON 配列を出力する必要があります。core はこれらを <code class="nextra-code" dir="ltr">DiscoveredTool</code> インスタンスとして利用可能にします。対応する <code class="nextra-code" dir="ltr">toolCallCommand</code> が、これらのカスタムツールを実際に実行する役割を担います。</li>
<li class="x:my-[.5em]"><strong>MCP サーバー:</strong> より複雑なシナリオでは、1つ以上の MCP サーバーをセットアップし、<code class="nextra-code" dir="ltr">settings.json</code> の <code class="nextra-code" dir="ltr">mcpServers</code> 設定で構成できます。core はこれらのサーバーが公開するツールを検出して利用することが可能です。前述の通り、複数の MCP サーバーがある場合、ツール名には設定に記載されたサーバー名がプレフィックスとして付加されます(例:<code class="nextra-code" dir="ltr">serverAlias__actualToolName</code>)。</li>
</ul>
<p class="x:not-first:mt-[1.25em] x:leading-7">このツールシステムにより、モデルの機能を柔軟かつ強力に拡張でき、Qwen Code をさまざまなタスクに対応可能な多機能なアシスタントにしています。</p></main><div class="x:mt-12 x:mb-8 x:text-xs x:text-gray-600 x:text-end x:dark:text-gray-400">Last updated on<!-- --> <time dateTime="2026-09-17T17:32:34.000Z">2026年9月17日</time></div><div class="x:mb-8 x:flex x:items-center x:border-t x:pt-8 nextra-border x:print:hidden"><a title="コア概要" class="x:focus-visible:nextra-focus 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 x:flex x:max-w-[50%] x:items-center x:gap-1 x:py-4 x:text-base x:font-medium x:transition-colors x:[word-break:break-word] x:md:text-lg x:pe-4" href="/qwen-code-docs/ja/core/"><svg viewBox="0 0 24 24" stroke="currentColor" fill="none" stroke-width="2" height="20" class="x:inline x:shrink-0 x:ltr:rotate-180"><path d="M9 5l7 7-7 7" stroke-linecap="round" 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(\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ls.ts\"}],\"): ディレクトリの内容を一覧表示します。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ReadFileTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"read-file.ts\"}],\"): 単一ファイルの内容を読み込みます。\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"absolute_path\"}],\" パラメータを受け取り、これは絶対パスである必要があります。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"WriteFileTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"write-file.ts\"}],\"): ファイルに内容を書き込みます。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"GrepTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"grep.ts\"}],\"): ファイル内のパターンを検索します。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"GlobTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"glob.ts\"}],\"): glob パターンに一致するファイルを検索します。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"EditTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"edit.ts\"}],\"): ファイルに対してその場での変更を実行します(多くの場合、確認が必要です)。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ReadManyFilesTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"read-many-files.ts\"}],\"): 複数のファイルまたは glob パターンから内容を読み込んで連結します(CLI の \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"@\"}],\" コマンドで使用されます)。\"]}],\"\\n\"]}],\"\\n\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"実行ツール:\"}],\"\\n\",[\"$\",\"ul\",null,{\"className\":\"x:[:is(ol,ul)_\u0026]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]\",\"children\":[\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ShellTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"shell.ts\"}],\"): 任意の shell コマンドを実行します(慎重なサンドボックス化とユーザー確認が必要です)。\"]}],\"\\n\"]}],\"\\n\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"Web ツール:\"}],\"\\n\",[\"$\",\"ul\",null,{\"className\":\"x:[:is(ol,ul)_\u0026]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]\",\"children\":[\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"WebFetchTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"web-fetch.ts\"}],\"): URL から内容を取得します。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"WebSearchTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"web-search.ts\"}],\"): Web 検索を実行します。\"]}],\"\\n\"]}],\"\\n\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"メモリツール:\"}],\"\\n\",[\"$\",\"ul\",null,{\"className\":\"x:[:is(ol,ul)_\u0026]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]\",\"children\":[\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"MemoryTool\"}],\" (\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"memoryTool.ts\"}],\"): AI のメモリとやり取りします。\"]}],\"\\n\"]}],\"\\n\"]}],\"\\n\"]}],\"\\n\",[\"$\",\"p\",null,{\"className\":\"x:not-first:mt-[1.25em] x:leading-7\",\"children\":[\"これらの各ツールは \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"BaseTool\"}],\" 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\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"FunctionCall\"}],\" をパースします。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"ツール検索:\"}],\" \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ToolRegistry\"}],\" 内で要求されたツールを検索します。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"パラメータ検証:\"}],\" ツールの \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"validateToolParams()\"}],\" メソッドが呼び出されます。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"確認(必要な場合):\"}],\"\\n\",[\"$\",\"ul\",null,{\"className\":\"x:[:is(ol,ul)_\u0026]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]\",\"children\":[\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[\"ツールの 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\",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"execute()\"}],\" から返された \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ToolResult\"}],\" が Core に受信されます。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"モデルへのレスポンス:\"}],\" \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ToolResult\"}],\" の \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"llmContent\"}],\" が \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"FunctionResponse\"}],\" としてパッケージ化され、モデルに送り返され、モデルがユーザー向けのレスポンス生成を続行できるようにします。\"]}],\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"ユーザーへの表示:\"}],\" \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"ToolResult\"}],\" の \",[\"$\",\"code\",null,{\"className\":\"nextra-code\",\"dir\":\"ltr\",\"children\":\"returnDisplay\"}],\" が CLI に送られ、ユーザーにツールが何を行ったかが表示されます。\"]}],\"\\n\"]}],\"\\n\",[\"$\",\"h2\",null,{\"id\":\"カスタムツールによる拡張\",\"className\":\"x:tracking-tight x:text-slate-900 x:dark:text-slate-100 x:font-semibold x:target:animate-[fade-in_1.5s] x:mt-10 x:border-b x:pb-1 x:text-3xl nextra-border\",\"children\":[\"カスタムツールによる拡張\",[\"$\",\"$L1d\",null,{\"id\":\"カスタムツールによる拡張\"}]]}],\"\\n\",[\"$\",\"p\",null,{\"className\":\"x:not-first:mt-[1.25em] x:leading-7\",\"children\":\"エンドユーザー向けの一般的なワークフローとして、ユーザーによる新規ツールの直接的なプログラムによる登録については、提供されているファイルには明確に記載されていませんが、アーキテクチャでは以下の方法で拡張をサポートしています:\"}],\"\\n\",[\"$\",\"ul\",null,{\"className\":\"x:[:is(ol,ul)_\u0026]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]\",\"children\":[\"\\n\",[\"$\",\"li\",null,{\"className\":\"x:my-[.5em]\",\"children\":[[\"$\",\"strong\",null,{\"children\":\"コマンドベースの検出:\"}],\" 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