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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/de/core/">Kern-Übersicht</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/de/core/tools-api/">Tools API</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/de/core/memport/">Memory Import Processor</a></li></ul></div></li><li class=""><button class="x:transition x:cursor-pointer x:items-center x:justify-between x:gap-2 x:text-start x:w-full 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" data-href="/de/tools" type="button" data-headlessui-state="">Tools Sammlung<svg viewBox="0 0 24 24" stroke="currentColor" fill="none" stroke-width="2" height="18" class="x:shrink-0 x:rounded-sm x:p-0.5 x:hover:bg-gray-800/5 x:dark:hover:bg-gray-100/5 x:motion-reduce:transition-none x:origin-center x:transition-all x:rtl:-rotate-180"><path d="M9 5l7 7-7 7" stroke-linecap="round" stroke-linejoin="round"></path></svg></button><div class="x:transform-gpu x:transition-all x:ease-in-out x:motion-reduce:transition-none x:opacity-0 x:overflow-hidden" style="height:0;transition-duration:300ms"><ul class="x:grid x:gap-1 x:relative x:before:absolute x:before:inset-y-1 x:before:w-px x:before:bg-gray-200 x:before:content-[""] x:dark:before:bg-neutral-800 x:ps-3 x:before:start-0 x:pt-1 x:ms-3"><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/de/tools/">Tools Übersicht</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/de/tools/file-system/">Dateisystem-Tools</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/de/tools/multi-file/">Multi-Datei Lese-Tools</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/de/tools/shell/">Shell Tools</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/de/tools/web-fetch/">Web Fetch Tools</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/de/tools/web-search/">Web Such-Tools</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/de/tools/memory/">Memory Tools</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/de/tools/todo-write/">Todo Write Tool</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/de/tools/mcp-server/">MCP Server</a></li></ul></div></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/de/checkpointing/">Checkpointing-Funktion</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/de/extension/">Erweiterungs-Entwicklung</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/de/ide-integration/">IDE Integration</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/de/telemetry/">Observabilität</a></li><li class=""><button class="x:transition x:cursor-pointer x:items-center x:justify-between x:gap-2 x:text-start x:w-full 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" data-href="/de/examples" type="button" data-headlessui-state="">Beispielcode<svg viewBox="0 0 24 24" stroke="currentColor" fill="none" stroke-width="2" height="18" class="x:shrink-0 x:rounded-sm x:p-0.5 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x:contrast-more:border-transparent x:contrast-more:hover:border-gray-900 x:contrast-more:dark:hover:border-gray-50" href="/qwen-code-docs/de/examples/proxy-script/">Proxy-Script Beispiel</a></li></ul></div></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/de/npm/">Paket-Management</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/de/gemini-ignore/">Ignorier-Datei Konfiguration</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/de/integration-tests/">Integrationstests</a></li><li class=""><a class="x:focus-visible:nextra-focus x:flex x:rounded 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href="/qwen-code-docs/de/sandbox/">Sandbox-Mechanismus</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/de/issue-and-pr-automation/">Automatisierte Behandlung</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/de/troubleshooting/">Fehlerbehebung</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/de/tos-privacy/">Nutzungsbedingungen & Datenschutz</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 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href="/qwen-code-docs/de/core/tools-api/">Tools API</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/de/core/memport/">Memory Import Processor</a></li></ul></div></li><li class=""><button class="x:transition x:cursor-pointer x:items-center x:justify-between x:gap-2 x:text-start x:w-full 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" data-href="/de/tools" type="button" data-headlessui-state="">Tools Sammlung<svg viewBox="0 0 24 24" stroke="currentColor" fill="none" stroke-width="2" height="18" class="x:shrink-0 x:rounded-sm x:p-0.5 x:hover:bg-gray-800/5 x:dark:hover:bg-gray-100/5 x:motion-reduce:transition-none x:origin-center x:transition-all x:rtl:-rotate-180"><path d="M9 5l7 7-7 7" stroke-linecap="round" stroke-linejoin="round"></path></svg></button><div class="x:transform-gpu x:transition-all x:ease-in-out x:motion-reduce:transition-none x:opacity-0 x:overflow-hidden" style="height:0;transition-duration:300ms"><ul class="x:grid x:gap-1 x:relative x:before:absolute x:before:inset-y-1 x:before:w-px x:before:bg-gray-200 x:before:content-[""] x:dark:before:bg-neutral-800 x:ps-3 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x:contrast-more:border-transparent x:contrast-more:hover:border-gray-900 x:contrast-more:dark:hover:border-gray-50" href="/qwen-code-docs/de/tools/file-system/">Dateisystem-Tools</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/de/tools/multi-file/">Multi-Datei Lese-Tools</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/de/tools/shell/">Shell Tools</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/de/tools/web-fetch/">Web Fetch Tools</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/de/tools/web-search/">Web Such-Tools</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/de/tools/memory/">Memory 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x:contrast-more:hover:border-gray-900 x:contrast-more:dark:hover:border-gray-50" href="/qwen-code-docs/de/tools/mcp-server/">MCP Server</a></li></ul></div></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/de/checkpointing/">Checkpointing-Funktion</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/de/extension/">Erweiterungs-Entwicklung</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/de/ide-integration/">IDE Integration</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 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x:contrast-more:dark:hover:border-gray-50" data-href="/de/examples" type="button" data-headlessui-state="">Beispielcode<svg viewBox="0 0 24 24" stroke="currentColor" fill="none" stroke-width="2" height="18" class="x:shrink-0 x:rounded-sm x:p-0.5 x:hover:bg-gray-800/5 x:dark:hover:bg-gray-100/5 x:motion-reduce:transition-none x:origin-center x:transition-all x:rtl:-rotate-180"><path d="M9 5l7 7-7 7" stroke-linecap="round" stroke-linejoin="round"></path></svg></button><div class="x:transform-gpu x:transition-all x:ease-in-out x:motion-reduce:transition-none x:opacity-0 x:overflow-hidden" style="height:0;transition-duration:300ms"><ul class="x:grid x:gap-1 x:relative x:before:absolute x:before:inset-y-1 x:before:w-px x:before:bg-gray-200 x:before:content-[""] x:dark:before:bg-neutral-800 x:ps-3 x:before:start-0 x:pt-1 x:ms-3"><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 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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/de/sandbox/">Sandbox-Mechanismus</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/de/issue-and-pr-automation/">Automatisierte Behandlung</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 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href="/qwen-code-docs/de/subagents/">Subagents</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 fill-rule="evenodd" d="M4.083 9h1.946c.089-1.546.383-2.97.837-4.118A6.004 6.004 0 004.083 9zM10 2a8 8 0 100 16 8 8 0 000-16zm0 2c-.076 0-.232.032-.465.262-.238.234-.497.623-.737 1.182-.389.907-.673 2.142-.766 3.556h3.936c-.093-1.414-.377-2.649-.766-3.556-.24-.56-.5-.948-.737-1.182C10.232 4.032 10.076 4 10 4zm3.971 5c-.089-1.546-.383-2.97-.837-4.118A6.004 6.004 0 0115.917 9h-1.946zm-2.003 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x:scroll-py-6"><a href="#wie-subagents-funktionieren" 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">Wie Subagents funktionieren</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#erste-schritte" 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">Erste Schritte</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#schnellstart" 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">Schnellstart</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#beispielhafte-nutzung" 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">Beispielhafte Nutzung</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#verwaltung" 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">Verwaltung</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#cli-befehle" 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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="#speicherorte" 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">Speicherorte</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#dateiformat" 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">Dateiformat</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#grundstruktur" 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">Grundstruktur</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#beispielverwendung" 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">Beispielverwendung</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#beispiele" 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">Beispiele</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#development-workflow-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">Development Workflow 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="#technologie-spezifische-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">Technologie-Spezifische Agents</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-experte" 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-Experte</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#best-practices" 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">Best Practices</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#design-principles" 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">Design Principles</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#single-responsibility-principle" 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">Single Responsibility Principle</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#klare-spezialisierung" 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">Klare Spezialisierung</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#actionable-descriptions" 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">Actionable Descriptions</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#configuration-best-practices" 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">Configuration Best Practices</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#richtlinien-für-system-prompts" 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">Richtlinien für System Prompts</a></li><li class="x:my-2 x:scroll-my-6 x:scroll-py-6"><a href="#sicherheitsaspekte" 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">Sicherheitsaspekte</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%9CSubagents%E2%80%9D&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/de/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="Subagents">Subagents</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">Subagents</h1>
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<p class="x:not-first:mt-[1.25em] x:leading-7">Subagents sind spezialisierte KI-Assistenten, die bestimmte Arten von Aufgaben innerhalb von Qwen Code übernehmen. Sie ermöglichen es dir, gezielte Arbeiten an KI-Agenten zu delegieren, die mit aufgabenspezifischen Prompts, Tools und Verhaltensweisen konfiguriert sind.</p>
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<h2 id="was-sind-subagents" 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">Was sind Subagents?<a href="#was-sind-subagents" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
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<p class="x:not-first:mt-[1.25em] x:leading-7">Subagents sind unabhängige KI-Assistenten, die:</p>
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<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
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<li class="x:my-[.5em]"><strong>Spezialisierung auf bestimmte Aufgaben</strong> - Jeder Subagent ist mit einem fokussierten System-Prompt für bestimmte Arbeitstypen konfiguriert</li>
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<li class="x:my-[.5em]"><strong>Separater Kontext</strong> - Sie führen ihren eigenen Konversationsverlauf unabhängig von deinem Hauptchat</li>
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<li class="x:my-[.5em]"><strong>Kontrollierte Tool-Nutzung</strong> - Du kannst festlegen, auf welche Tools jeder Subagent Zugriff hat</li>
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<li class="x:my-[.5em]"><strong>Autonome Arbeitsweise</strong> - Sobald eine Aufgabe übergeben wurde, arbeiten sie eigenständig bis zur Fertigstellung oder zum Fehler</li>
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<li class="x:my-[.5em]"><strong>Detailliertes Feedback</strong> - Du kannst ihren Fortschritt, die Tool-Nutzung und Ausführungsstatistiken in Echtzeit verfolgen</li>
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</ul>
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<h2 id="hauptvorteile" 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">Hauptvorteile<a href="#hauptvorteile" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
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<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
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<li class="x:my-[.5em]"><strong>Task Specialization</strong>: Erstelle Agents, die für bestimmte Workflows optimiert sind (Testing, Documentation, Refactoring, etc.)</li>
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<li class="x:my-[.5em]"><strong>Context Isolation</strong>: Halte spezialisierte Arbeiten separat von deiner Hauptunterhaltung</li>
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<li class="x:my-[.5em]"><strong>Reusability</strong>: Speichere und wiederverwende Agent-Konfigurationen über Projekte und Sessions hinweg</li>
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<li class="x:my-[.5em]"><strong>Controlled Access</strong>: Beschränke, welche Tools jeder Agent aus Sicherheits- und Fokusgründen nutzen kann</li>
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||
<li class="x:my-[.5em]"><strong>Progress Visibility</strong>: Überwache die Agent-Ausführung mit Echtzeit-Fortschrittsaktualisierungen</li>
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||
</ul>
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||
<h2 id="wie-subagents-funktionieren" 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">Wie Subagents funktionieren<a href="#wie-subagents-funktionieren" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
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||
<ol class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-decimal x:ms-6">
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||
<li class="x:my-[.5em]"><strong>Configuration</strong>: Du erstellst Subagent-Konfigurationen, die ihr Verhalten, ihre Tools und System-Prompts definieren</li>
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||
<li class="x:my-[.5em]"><strong>Delegation</strong>: Die Haupt-KI kann automatisch Aufgaben an geeignete Subagents delegieren</li>
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||
<li class="x:my-[.5em]"><strong>Execution</strong>: Subagents arbeiten unabhängig und nutzen ihre konfigurierten Tools, um Aufgaben abzuschließen</li>
|
||
<li class="x:my-[.5em]"><strong>Results</strong>: Sie liefern Ergebnisse und Ausführungsübersichten an die Hauptunterhaltung zurück</li>
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||
</ol>
|
||
<h2 id="erste-schritte" 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">Erste Schritte<a href="#erste-schritte" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
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||
<h3 id="schnellstart" 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">Schnellstart<a href="#schnellstart" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
|
||
<ol class="x:[:is(ol,ul)_&]: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>Erstelle deinen ersten Subagenten</strong>:</p>
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||
<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>
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||
<p class="x:not-first:mt-[1.25em] x:leading-7">Folge dem geführten Wizard, um einen spezialisierten Agenten zu erstellen.</p>
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||
</li>
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||
<li class="x:my-[.5em]">
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||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Verwalte bestehende Agenten</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>
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||
<p class="x:not-first:mt-[1.25em] x:leading-7">Zeige und verwalte deine konfigurierten Subagenten.</p>
|
||
</li>
|
||
<li class="x:my-[.5em]">
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Nutze Subagenten automatisch</strong>:
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||
Frage einfach die Haupt-KI, Aufgaben zu erledigen, die den Spezialisierungen deiner Subagenten entsprechen. Die KI wird automatisch die passende Arbeit delegieren.</p>
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||
</li>
|
||
</ol>
|
||
<h3 id="beispielhafte-nutzung" 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">Beispielhafte Nutzung<a href="#beispielhafte-nutzung" 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: "Bitte schreibe umfassende Tests für das Authentifizierungsmodul"</span></span>
|
||
<span><span></span></span>
|
||
<span><span>AI: Ich delegiere das an deinen Testing-Spezialisten-Subagenten.</span></span>
|
||
<span><span>[Delegiert an "testing-expert" Subagenten]</span></span>
|
||
<span><span>[Zeigt Fortschritt der Testerstellung in Echtzeit]</span></span>
|
||
<span><span>[Gibt fertige Testdateien und Ausführungsübersicht zurück]</span></span></code></pre></div>
|
||
<h2 id="verwaltung" 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">Verwaltung<a href="#verwaltung" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
|
||
<h3 id="cli-befehle" 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-Befehle<a href="#cli-befehle" 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">Subagenten werden über den Slash-Befehl <code class="nextra-code" dir="ltr">/agents</code> und seine Unterbefehle verwaltet:</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">Erstellt einen neuen Subagenten über einen geführten Schritt-für-Schritt-Wizard.</p>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Verwendung:</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">Öffnet einen interaktiven Management-Dialog zum Anzeigen und Verwalten vorhandener Subagents.</p>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Verwendung:</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="speicherorte" 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">Speicherorte<a href="#speicherorte" 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">Subagents werden als Markdown-Dateien an zwei Orten gespeichert:</p>
|
||
<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
|
||
<li class="x:my-[.5em]"><strong>Projektebene</strong>: <code class="nextra-code" dir="ltr">.qwen/agents/</code> (hat Vorrang)</li>
|
||
<li class="x:my-[.5em]"><strong>Benutzerebene</strong>: <code class="nextra-code" dir="ltr">~/.qwen/agents/</code> (Fallback)</li>
|
||
</ul>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7">So kannst du sowohl projektspezifische Agents als auch persönliche Agents haben, die in allen Projekten funktionieren.</p>
|
||
<h3 id="dateiformat" 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">Dateiformat<a href="#dateiformat" 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">Subagents werden mithilfe von Markdown-Dateien mit YAML-Frontmatter konfiguriert. Dieses Format ist menschenlesbar und lässt sich einfach mit jedem Texteditor bearbeiten.</p>
|
||
<h4 id="grundstruktur" 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">Grundstruktur<a href="#grundstruktur" 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">Kurze Beschreibung, wann und wie dieser Agent verwendet wird</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"> # Optional</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Der System-Prompt-Inhalt kommt hier hin.</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Mehrere Absätze werden unterstützt.</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Du kannst ${variable} Templating für dynamische Inhalte verwenden.</span></span></code></pre></div>
|
||
<h4 id="beispielverwendung" 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">Beispielverwendung<a href="#beispielverwendung" 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">Erstellt Projektdokumentation und README-Dateien</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">---</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Sie sind ein Dokumentationsspezialist für das ${project_name}-Projekt.</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Ihre Aufgabe: ${task_description}</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Arbeitsverzeichnis: ${current_directory}</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Generiert am: ${timestamp}</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Konzentrieren Sie sich auf die Erstellung klarer, umfassender Dokumentation, die sowohl</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">neuen Mitwirkenden als auch Endbenutzern hilft, das Projekt zu verstehen.</span></span></code></pre></div>
|
||
<h2 id="beispiele" 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">Beispiele<a href="#beispiele" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
|
||
<h3 id="development-workflow-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">Development Workflow Agents<a href="#development-workflow-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">Perfekt für umfassende Testerstellung und testgetriebene Entwicklung.</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">Schreibt umfassende Unit-Tests, Integrationstests und behandelt Testautomatisierung mit Best Practices</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">Du bist ein Testing-Spezialist, der sich auf die Erstellung hochwertiger, wartbarer Tests konzentriert.</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Deine Expertise umfasst:</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Unit-Testing mit geeignetem Mocking und Isolation</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Integrationstests für Komponenten-Interaktionen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Testgetriebene Entwicklung (TDD)</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Identifizierung von Edge Cases und umfassende Abdeckung</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Performance- und Lasttests, wenn angebracht</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Für jede Testing-Aufgabe:</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Analysiere die Code-Struktur und Abhängigkeiten</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Identifiziere Kernfunktionalitäten, Edge Cases und Fehlerbedingungen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Erstelle umfassende Testsuiten mit beschreibenden Namen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Integriere korrektes Setup/Teardown und aussagekräftige Assertions</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Füge Kommentare für komplexe Testszenarien hinzu</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">6.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Stelle sicher, dass Tests wartbar sind und DRY-Prinzipien befolgen</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Halte dich immer an die Best Practices für die erkannte Sprache und das Framework.</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Fokussiere dich sowohl auf positive als auch negative Testfälle.</span></span></code></pre></div>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Anwendungsfälle:</strong></p>
|
||
<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
|
||
<li class="x:my-[.5em]">“Schreibe Unit-Tests für den Authentication Service”</li>
|
||
<li class="x:my-[.5em]">“Erstelle Integrationstests für den Payment Processing Workflow”</li>
|
||
<li class="x:my-[.5em]">“Füge Testabdeckung für Edge Cases im Data Validation Modul hinzu”</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">Spezialisiert auf das Erstellen von klaren, umfassenden Dokumentationen.</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">Erstellt umfassende Dokumentationen, README-Dateien, API-Docs und Benutzerhandbücher</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">Du bist ein technischer Dokumentationsspezialist für ${project_name}.</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Deine Aufgabe ist es, klare und umfassende Dokumentationen zu erstellen, die sowohl</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Entwickler als auch Endnutzer ansprechen. Konzentriere dich auf:</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold">**Für API-Dokumentationen:**</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Klare Endpoint-Beschreibungen mit Beispielen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Detaillierte Parameterbeschreibungen inkl. Typen und Einschränkungen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Dokumentation der Response-Formate</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Erläuterung der Fehlercodes</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Authentifizierungsanforderungen</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold">**Für Benutzerdokumentationen:**</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Schritt-für-Schritt-Anleitungen, ggf. mit Screenshots</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Installations- und Setup-Anleitungen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Konfigurationsoptionen und Beispiele</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Abschnitte zur Fehlerbehebung bei häufigen Problemen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> FAQ-Bereiche basierend auf typischen Benutzerfragen</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-light-font-weight:bold;--shiki-dark:#E1E4E8;--shiki-dark-font-weight:bold">**Für Entwicklerdokumentationen:**</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Architekturüberblick und Designentscheidungen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Funktionierende Codebeispiele</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Richtlinien für Beiträge (Contributing Guidelines)</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Einrichtung der Entwicklungsumgebung</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Überprüfe immer die Codebeispiele und stelle sicher, dass die Dokumentation</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">mit der tatsächlichen Implementierung übereinstimmt. Nutze klare Überschriften,</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Aufzählungen und Beispiele.</span></span></code></pre></div>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Anwendungsfälle:</strong></p>
|
||
<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
|
||
<li class="x:my-[.5em]">“Erstelle eine API-Dokumentation für die User-Management-Endpoints”</li>
|
||
<li class="x:my-[.5em]">“Schreibe eine umfassende README für dieses Projekt”</li>
|
||
<li class="x:my-[.5em]">“Dokumentiere den Deployment-Prozess inkl. Troubleshooting-Schritten”</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">Fokussiert auf Codequalität, Sicherheit und Best Practices.</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">Reviews code for best practices, security issues, performance, and maintainability</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">You are an experienced code reviewer focused on quality, security, and maintainability.</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Review criteria:</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"> **Code Structure**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Organization, modularity, and separation of concerns</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">: Algorithmic efficiency and resource usage</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"> **Security**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Vulnerability assessment and secure coding practices</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"> **Best Practices**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Language/framework-specific conventions</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"> **Error Handling**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Proper exception handling and edge case coverage</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"> **Readability**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Clear naming, comments, and code organization</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">: Test coverage and testability considerations</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Provide constructive feedback with:</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"> **Critical Issues**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Security vulnerabilities, major bugs</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"> **Important Improvements**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Performance issues, design problems</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"> **Minor Suggestions**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Style improvements, refactoring opportunities</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"> **Positive Feedback**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Well-implemented patterns and good practices</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Focus on actionable feedback with specific examples and suggested solutions.</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Prioritize issues by impact and provide rationale for recommendations.</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)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
|
||
<li class="x:my-[.5em]">“Review this authentication implementation for security issues”</li>
|
||
<li class="x:my-[.5em]">“Check the performance implications of this database query logic”</li>
|
||
<li class="x:my-[.5em]">“Evaluate the code structure and suggest improvements”</li>
|
||
</ul>
|
||
<h3 id="technologie-spezifische-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">Technologie-Spezifische Agents<a href="#technologie-spezifische-agents" 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">Optimiert für React-Entwicklung, Hooks und Komponentenmuster.</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">Experte in React-Entwicklung, Hooks, Komponentenmustern und modernen React-Best-Practices</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">Du bist ein React-Spezialist mit tiefgreifender Expertise in moderner React-Entwicklung.</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Deine Expertise umfasst:</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"> **Komponentendesign**</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">: Funktionale Komponenten, Custom Hooks, Kompositions-Muster</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 und externe Libraries</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, Code Splitting</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, Strategien zum Testen von Komponenten</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">: Korrekte Typisierung von Props, Hooks und Komponenten</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"> **Moderne Muster**</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">Für React-Aufgaben:</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Verwende standardmäßig funktionale Komponenten und Hooks</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Implementiere korrekte TypeScript-Typisierung</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Folge React-Best-Practices und Konventionen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Berücksichtige Performance-Auswirkungen</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Integriere angemessenes Error Handling</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">6.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Schreibe testbaren und wartbaren Code</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Bleibe immer auf dem neuesten Stand der React-Best-Practices und vermeide veraltete Muster.</span></span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Fokussiere dich auf Barrierefreiheit und Aspekte der Benutzererfahrung.</span></span></code></pre></div>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Anwendungsfälle:</strong></p>
|
||
<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
|
||
<li class="x:my-[.5em]">“Erstelle eine wiederverwendbare Data-Table-Komponente mit Sortierung und Filterung”</li>
|
||
<li class="x:my-[.5em]">“Implementiere einen Custom Hook für API-Datenabruf mit Caching”</li>
|
||
<li class="x:my-[.5em]">“Refaktoriere diese Klassenkomponente, um moderne React-Muster zu verwenden”</li>
|
||
</ul>
|
||
<h4 id="python-experte" 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-Experte<a href="#python-experte" 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">Spezialisiert auf Python-Entwicklung, Frameworks und Best Practices.</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">Experte für Python-Entwicklung, Frameworks, Testing und Python-spezifische Best Practices</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">Du bist ein Python-Experte mit tiefem Wissen über das Python-Ökosystem.</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Deine Expertise umfasst:</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 Patterns, Datenstrukturen, Algorithmen</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, Mocking, test-driven development</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 Patterns</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, Virtual Environments</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, Type Hints, Linting mit pylint/flake8</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Für Python-Aufgaben:</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">1.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Befolge die PEP 8 Style Guidelines</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Verwende Type Hints für bessere Code-Dokumentation</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Implementiere korrektes Error Handling mit spezifischen Exceptions</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Schreibe umfassende Docstrings</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Berücksichtige Performance und Speicherverbrauch</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">6.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Integriere angemessenes Logging</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">7.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Schreibe testbaren, modularen Code</span></span>
|
||
<span> </span>
|
||
<span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8">Fokus auf sauberen, wartbaren Python-Code, der Community-Standards entspricht.</span></span></code></pre></div>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Anwendungsfälle:</strong></p>
|
||
<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
|
||
<li class="x:my-[.5em]">“Erstelle einen FastAPI-Service für User Authentication mit JWT Tokens”</li>
|
||
<li class="x:my-[.5em]">“Implementiere eine Datenverarbeitungs-Pipeline mit pandas und Error Handling”</li>
|
||
<li class="x:my-[.5em]">“Schreibe ein CLI-Tool mit argparse und umfassender Hilfe-Dokumentation”</li>
|
||
</ul>
|
||
<h2 id="best-practices" 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">Best Practices<a href="#best-practices" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
|
||
<h3 id="design-principles" 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">Design Principles<a href="#design-principles" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
|
||
<h4 id="single-responsibility-principle" 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">Single Responsibility Principle<a href="#single-responsibility-principle" 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">Jeder Subagent sollte eine klare, fokussierte Aufgabe haben.</p>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>✅ Gut:</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>❌ Vermeiden:</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>Warum:</strong> Fokussierte Agents liefern bessere Ergebnisse und sind einfacher zu warten.</p>
|
||
<h4 id="klare-spezialisierung" 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">Klare Spezialisierung<a href="#klare-spezialisierung" 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">Definiere spezifische Expertise-Bereiche statt allgemeiner Fähigkeiten.</p>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>✅ Gut:</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>❌ Vermeiden:</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>Warum:</strong> Spezifische Expertise führt zu gezielterer und effektiverer Unterstützung.</p>
|
||
<h4 id="actionable-descriptions" 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">Actionable Descriptions<a href="#actionable-descriptions" 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">Schreibe Beschreibungen, die klar angeben, wann der Agent verwendet werden soll.</p>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>✅ Gut:</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: Reviews code for security vulnerabilities, performance issues, and maintainability concerns</span></span></code></pre></div>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>❌ Vermeiden:</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: A helpful code reviewer</span></span></code></pre></div>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Warum:</strong> Klare Beschreibungen helfen der Haupt-KI dabei, den richtigen Agenten für jede Aufgabe auszuwählen.</p>
|
||
<h3 id="configuration-best-practices" 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">Configuration Best Practices<a href="#configuration-best-practices" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h3>
|
||
<h4 id="richtlinien-für-system-prompts" 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">Richtlinien für System Prompts<a href="#richtlinien-für-system-prompts" 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>Sei spezifisch bezüglich der Expertise:</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>Füge schrittweise Herangehensweisen hinzu:</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"> Analyze the code structure and dependencies</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">2.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Identify key functionality and edge cases</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">3.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Create comprehensive test suites with clear naming</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">4.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Include setup/teardown and proper assertions</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">5.</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Add comments explaining complex test scenarios</span></span></code></pre></div>
|
||
<p class="x:not-first:mt-[1.25em] x:leading-7"><strong>Lege die Ausgabestandards fest:</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"> Use descriptive test names that explain the scenario</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Include both positive and negative test cases</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Add docstrings for complex test functions</span></span>
|
||
<span><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70">-</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8"> Ensure tests are independent and can run in any order</span></span></code></pre></div>
|
||
<h2 id="sicherheitsaspekte" 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">Sicherheitsaspekte<a href="#sicherheitsaspekte" class="x:focus-visible:nextra-focus subheading-anchor" aria-label="Permalink for this section"></a></h2>
|
||
<ul class="x:[:is(ol,ul)_&]:my-[.75em] x:not-first:mt-[1.25em] x:list-disc x:ms-[1.5em]">
|
||
<li class="x:my-[.5em]"><strong>Tool-Einschränkungen</strong>: Subagents haben nur Zugriff auf ihre konfigurierten Tools</li>
|
||
<li class="x:my-[.5em]"><strong>Sandboxing</strong>: Die Ausführung aller Tools folgt demselben Sicherheitsmodell wie die direkte Tool-Nutzung</li>
|
||
<li class="x:my-[.5em]"><strong>Audit Trail</strong>: Alle Aktionen von Subagents werden protokolliert und in Echtzeit sichtbar</li>
|
||
<li class="x:my-[.5em]"><strong>Zugriffskontrolle</strong>: Die Trennung auf Projekt- und Benutzerebene sorgt für angemessene Grenzen</li>
|
||
<li class="x:my-[.5em]"><strong>Sensible Informationen</strong>: Vermeide es, Secrets oder Zugangsdaten in Agent-Konfigurationen einzubeziehen</li>
|
||
<li class="x:my-[.5em]"><strong>Produktionsumgebungen</strong>: Erwäge den Einsatz separater Agents für Produktions- und Entwicklungs-Umgebungen</li>
|
||
</ul></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">17. 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