المهارات Building LLM-Powered Applications with Claude
📦
Building LLM-Powered Applications with Claude
آمن ⚙️
الأوامر الخارجية📁
الوصول إلى نظام الملفات🔑
متغيرات البيئة🌐
الوصول إلى الشبكة⚡
يحتوي على سكربتات
بناء تطبيقات الذكاء الاصطناعي باستخدام Claude API
يواجه المطورون صعوبات في التكامل المعقد مع واجهات برمجة تطبيقات نماذج اللغة الكبيرة عبر لغات وأطر عمل متعددة. توفر هذه المهارة وثائق Anthropic الرسمية وأمثلة الكود وأفضل الممارسات لبناء تطبيقات جاهزة للإنتاج باستخدام Claude API.
يدعم: Claude Codex Code(CC)
1
تنزيل ZIP المهارة
2
رفع في Claude
اذهب إلى Settings → Capabilities → Skills → Upload skill
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فعّل وابدأ الاستخدام
اختبرها
استخدام "Building LLM-Powered Applications with Claude". Classify this customer support ticket as billing, technical, or account issue: I was charged twice for my subscription this month.
النتيجة المتوقعة:
يعيد Claude API استجابة تصنيف مهيكلة. يحدد النموذج الرسالة كمشكلة فوترة بثقة عالية. تتضمن الاستجابة تسمية التصنيف وشرحًا موجزًا وأي كيانات مستخرجة مثل معرفات الاشتراك أو المبالغ بالدولار المذكورة في التذكرة.
استخدام "Building LLM-Powered Applications with Claude". Write a Python function that calls the Claude API with tool use to look up a user in the database.
النتيجة المتوقعة:
يتضمن الكود الذي تم إنشاؤه استيراد Anthropic SDK وتعريف الأداة مع مخطط JSON لوظيفة البحث في قاعدة البيانات وإعداد مشغل الأداة الذي ينفذ الوظيفة تلقائيًا عندما يطلبها Claude. يستخدم الكود التفكير التكيفي والبث للموثوقية.
التدقيق الأمني
آمنv1 • 4/13/2026
This is an official Anthropic skill from github.com/anthropics/skills providing documentation and code examples for Claude API integration. The skill contains no executable code, no network calls, no filesystem operations, and no environment variable access within the skill itself. All risk factors flagged by static analysis refer to API usage patterns documented in the code examples, not malicious behavior. The skill is safe for publication.
38
الملفات التي تم فحصها
10,450
الأسطر التي تم تحليلها
5
النتائج
1
إجمالي عمليات التدقيق
عوامل الخطر
⚙️ الأوامر الخارجية (2535)
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typescript/claude-api/tool-use.md:403-415 typescript/claude-api/tool-use.md:415-419 typescript/claude-api/tool-use.md:419 typescript/claude-api/tool-use.md:419-421 typescript/claude-api/tool-use.md:421-448 typescript/claude-api/tool-use.md:448-452 typescript/claude-api/tool-use.md:452-460 typescript/claude-api/tool-use.md:460-492 typescript/claude-api/tool-use.md:492-496 typescript/claude-api/tool-use.md:496-527 typescript/managed-agents/README.md:3 typescript/managed-agents/README.md:5 typescript/managed-agents/README.md:5 typescript/managed-agents/README.md:5 typescript/managed-agents/README.md:5 typescript/managed-agents/README.md:9-11 typescript/managed-agents/README.md:11-15 typescript/managed-agents/README.md:15-23 typescript/managed-agents/README.md:23-29 typescript/managed-agents/README.md:29-40 typescript/managed-agents/README.md:40-46 typescript/managed-agents/README.md:46 typescript/managed-agents/README.md:46 typescript/managed-agents/README.md:46 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📁 الوصول إلى نظام الملفات (43)
csharp/claude-api.md:150 go/managed-agents/README.md:152 go/managed-agents/README.md:152 java/claude-api.md:184 java/claude-api.md:213 java/managed-agents/README.md:119 java/managed-agents/README.md:119 php/claude-api.md:159 php/managed-agents/README.md:107 php/managed-agents/README.md:107 python/claude-api/tool-use.md:3 python/claude-api/tool-use.md:3 python/claude-api/tool-use.md:342 python/managed-agents/README.md:122 python/managed-agents/README.md:122 python/managed-agents/README.md:192 python/managed-agents/README.md:192 ruby/claude-api.md:92 ruby/managed-agents/README.md:104 ruby/managed-agents/README.md:104 shared/managed-agents-environments.md:65 shared/managed-agents-onboarding.md:105 shared/tool-use-concepts.md:140 typescript/claude-api/files-api.md:26 typescript/claude-api/files-api.md:97 typescript/claude-api/README.md:84 typescript/claude-api/README.md:84 typescript/claude-api/README.md:219 typescript/claude-api/README.md:219 typescript/claude-api/tool-use.md:278 typescript/claude-api/tool-use.md:283 typescript/claude-api/tool-use.md:286 typescript/claude-api/tool-use.md:292 typescript/claude-api/tool-use.md:298 typescript/claude-api/tool-use.md:335 typescript/claude-api/tool-use.md:354 typescript/claude-api/tool-use.md:3 typescript/claude-api/tool-use.md:3 typescript/managed-agents/README.md:308 typescript/managed-agents/README.md:308 typescript/managed-agents/README.md:275 typescript/managed-agents/README.md:132 typescript/managed-agents/README.md:132
🔑 متغيرات البيئة (47)
csharp/claude-api.md:16 csharp/claude-api.md:21 curl/examples.md:8 curl/examples.md:18 curl/examples.md:39 curl/examples.md:65 curl/examples.md:104 curl/examples.md:129 curl/examples.md:167 curl/examples.md:192 curl/managed-agents.md:8 curl/managed-agents.md:13 curl/managed-agents.md:248 go/claude-api.md:19 go/managed-agents/README.md:23 java/claude-api.md:29 java/managed-agents/README.md:21 php/claude-api.md:17 php/claude-api.md:48 php/claude-api.md:17 php/managed-agents/README.md:218 php/managed-agents/README.md:18 php/managed-agents/README.md:218 python/claude-api/README.md:14 python/claude-api/README.md:18 python/managed-agents/README.md:99 python/managed-agents/README.md:99 python/managed-agents/README.md:18 python/managed-agents/README.md:22 ruby/claude-api.md:16 ruby/claude-api.md:20 ruby/managed-agents/README.md:18 ruby/managed-agents/README.md:22 shared/error-codes.md:59 shared/managed-agents-environments.md:149 shared/managed-agents-environments.md:149 shared/managed-agents-environments.md:182 shared/managed-agents-environments.md:149 shared/managed-agents-environments.md:182 shared/managed-agents-onboarding.md:112 shared/managed-agents-onboarding.md:112 shared/models.md:36 typescript/claude-api/README.md:14 typescript/managed-agents/README.md:106 typescript/managed-agents/README.md:106 typescript/managed-agents/README.md:106 typescript/managed-agents/README.md:18
🌐 الوصول إلى الشبكة (156)
curl/examples.md:16 curl/examples.md:37 curl/examples.md:63 curl/examples.md:102 curl/examples.md:127 curl/examples.md:165 curl/examples.md:190 curl/managed-agents.md:24 curl/managed-agents.md:38 curl/managed-agents.md:62 curl/managed-agents.md:72 curl/managed-agents.md:84 curl/managed-agents.md:108 curl/managed-agents.md:117 curl/managed-agents.md:131 curl/managed-agents.md:148 curl/managed-agents.md:171 curl/managed-agents.md:175 curl/managed-agents.md:186 curl/managed-agents.md:204 curl/managed-agents.md:220 curl/managed-agents.md:229 curl/managed-agents.md:238 curl/managed-agents.md:247 curl/managed-agents.md:263 curl/managed-agents.md:267 curl/managed-agents.md:277 curl/managed-agents.md:287 curl/managed-agents.md:293 curl/managed-agents.md:302 curl/managed-agents.md:318 go/claude-api.md:365 go/managed-agents/README.md:389 go/managed-agents/README.md:448 go/managed-agents/README.md:452 go/managed-agents/README.md:510 go/managed-agents/README.md:529 go/managed-agents/README.md:537 java/claude-api.md:332 java/claude-api.md:382 java/managed-agents/README.md:302 java/managed-agents/README.md:357 java/managed-agents/README.md:361 java/managed-agents/README.md:403 java/managed-agents/README.md:418 java/managed-agents/README.md:424 LICENSE.txt:4 LICENSE.txt:196 php/claude-api.md:49 php/claude-api.md:367 php/managed-agents/README.md:213 php/managed-agents/README.md:307 php/managed-agents/README.md:351 php/managed-agents/README.md:355 php/managed-agents/README.md:397 php/managed-agents/README.md:411 php/managed-agents/README.md:417 python/claude-api/files-api.md:3 python/claude-api/README.md:101 python/claude-api/tool-use.md:54 python/claude-api/tool-use.md:457 python/managed-agents/README.md:97 python/managed-agents/README.md:313 ruby/managed-agents/README.md:268 ruby/managed-agents/README.md:305 ruby/managed-agents/README.md:309 ruby/managed-agents/README.md:351 ruby/managed-agents/README.md:365 ruby/managed-agents/README.md:371 shared/error-codes.md:145 shared/live-sources.md:18 shared/live-sources.md:19 shared/live-sources.md:25 shared/live-sources.md:26 shared/live-sources.md:27 shared/live-sources.md:28 shared/live-sources.md:29 shared/live-sources.md:30 shared/live-sources.md:36 shared/live-sources.md:37 shared/live-sources.md:43 shared/live-sources.md:44 shared/live-sources.md:45 shared/live-sources.md:46 shared/live-sources.md:47 shared/live-sources.md:53 shared/live-sources.md:54 shared/live-sources.md:55 shared/live-sources.md:56 shared/live-sources.md:57 shared/live-sources.md:58 shared/live-sources.md:59 shared/live-sources.md:60 shared/live-sources.md:66 shared/live-sources.md:67 shared/live-sources.md:68 shared/live-sources.md:69 shared/live-sources.md:70 shared/live-sources.md:78 shared/live-sources.md:79 shared/live-sources.md:80 shared/live-sources.md:81 shared/live-sources.md:82 shared/live-sources.md:83 shared/live-sources.md:84 shared/live-sources.md:85 shared/live-sources.md:86 shared/live-sources.md:87 shared/live-sources.md:88 shared/live-sources.md:89 shared/live-sources.md:90 shared/live-sources.md:91 shared/live-sources.md:92 shared/live-sources.md:93 shared/live-sources.md:94 shared/live-sources.md:95 shared/live-sources.md:96 shared/live-sources.md:97 shared/live-sources.md:105 shared/live-sources.md:115 shared/live-sources.md:116 shared/live-sources.md:117 shared/live-sources.md:118 shared/live-sources.md:119 shared/live-sources.md:120 shared/live-sources.md:121 shared/managed-agents-api-reference.md:283 shared/managed-agents-api-reference.md:168 shared/managed-agents-api-reference.md:189 shared/managed-agents-api-reference.md:289 shared/managed-agents-api-reference.md:297 shared/managed-agents-client-patterns.md:197 shared/managed-agents-environments.md:131 shared/managed-agents-environments.md:148 shared/managed-agents-environments.md:167 shared/managed-agents-environments.md:181 shared/managed-agents-onboarding.md:59 shared/managed-agents-tools.md:165 shared/managed-agents-tools.md:207 shared/managed-agents-tools.md:213 shared/models.md:35 shared/tool-use-concepts.md:146 shared/tool-use-concepts.md:81 shared/tool-use-concepts.md:201 shared/tool-use-concepts.md:211 shared/tool-use-concepts.md:221 shared/tool-use-concepts.md:231 shared/tool-use-concepts.md:241 shared/tool-use-concepts.md:251 shared/tool-use-concepts.md:270 shared/tool-use-concepts.md:327 typescript/claude-api/files-api.md:3 typescript/claude-api/README.md:70 typescript/claude-api/tool-use.md:452 typescript/managed-agents/README.md:104 typescript/managed-agents/README.md:343
⚡ يحتوي على سكربتات (12)
go/claude-api.md:14-17 go/claude-api.md:101-108 go/claude-api.md:180-187 go/managed-agents/README.md:16-21 php/claude-api.md:365 php/managed-agents/README.md:41 php/managed-agents/README.md:54 php/managed-agents/README.md:232 php/managed-agents/README.md:304 php/managed-agents/README.md:311 php/managed-agents/README.md:312 php/managed-agents/README.md:321
تم تدقيقه بواسطة: claude
درجة الجودة
38
الهندسة المعمارية
100
قابلية الصيانة
87
المحتوى
50
المجتمع
100
الأمان
65
الامتثال للمواصفات
ماذا يمكنك بناءه
استدعاء API واحد للتصنيف والاستخراج
استخدم Claude API للمهام النصية البسيطة مثل تصنيف المستندات واستخراج البيانات والتلخيص أو الإجابة على الأسئلة مع دورة طلب واستجابة واحدة.
سير عمل مع تنسيق الأدوات المخصصة
بناء خطوط أنابيب متعددة الخطوات حيث يتحكم كودك في حلقة التنفيذ ويستخدم Claude أدواتك المخصصة لاستدعاءات API واستعلامات قاعدة البيانات أو معالجة الملفات.
وكيل ذي حالة مُدار من الخادم مع مساحة عمل
نشر تكوين وكيل دائم مع حاويات لكل جلسة لعمليات الملفات وتنفيذ bash وتشغيل الكود، كل ذلك مُدار بواسطة بنية Anth التحتية.
جرّب هذه الموجهات
إرسال رسالة أساسية إلى Claude
أضف استدعاءً لـ Claude API يطلب من Claude تلخيص النص في هذا الملف وطباعة الرد. استخدم Anthropic SDK للغة المشروع مع Claude Opus 4.6 والتفكير التكيفي.
بث رد طويل
عدّل استدعاء API هذا لبث الرد حتى تتمكن واجهة المستخدم من عرض الرموز عند وصولها. استخدم مساعد البث في SDK واضبط max_tokens على 64000 للمخرجات الطويلة.
تنفيذ استخدام الأدوات مع مشغل أدوات SDK
أضف تعريف أداة لوظيفة بحث الويب وقم بتوصيلها باستخدام مشغل أدوات Anthropic SDK حتى يتمكن Claude من استدعائها تلقائيًا عند الحاجة.
إنشاء Managed Agent مع جلسة
قم بإعداد تكوين Managed Agent مع أدوات bash والملفات، وإنشاء جلسة، وإرسال رسالة. قم بتخزين معرف الوكيل لإعادة استخدامه حتى لا يتم إنشاؤه مع كل طلب.
أفضل الممارسات
- اعتمد على Claude Opus 4.6 مع التفكير التكيفي لمعظم المهام. استخدم البث للطلبات التي قد تنتج مخرجات طويلة لتجنب مهلات HTTP.
- حافظ على استقرار مطالبات النظام وتعريفات الأدوات للتخزين المؤقت للمطالبات. ضع المحتوى المتغير مثل الطوابع الزمنية بعد آخر نقطة توقف في التخزين المؤقت. تحقق من_hits التخزين المؤقت باستخدام usage.cache_read_input_tokens.
- استخدم مشغل أدوات Anthropic SDK الرسمي بدلاً من تنفيذ حلقة الأداة يدويًا. إنه يتعامل مع إعادة المحاولة واستعادة الأخطاء والاستمرار تلقائيًا.
تجنب
- لا تقم بتعريف أنواع مخصصة لهياكل بيانات SDK. يصدر Anthropic SDK واجهات مكتوبة لجميع كائنات API وإعادة تعريفها يفقد أمان النوع.
- لا تلجأ إلى بدائل متوافقة مع OpenAI أو HTTP الخام في المشاريع التي تستخدم بالفعل Anthropic SDK الرسمي. خلط الأساليب يؤدي إلى عدم الاتساق.
- لا تقم بقطع المدخلات الطويلة بصمت عندما تتجاوز نافذة السياق. أخطِر المستخدم وناقش البدائل مثل التقسيم أو التلخيص.
الأسئلة المتكررة
أي نموذج Claude يجب أن أستخدمه افتراضيًا؟
استخدم Claude Opus 4.6 (معرف النموذج: claude-opus-4-6) مع تمكين التفكير التكيفي. استخدم نموذجًا مختلفًا فقط عندما يطلب المستخدم ذلك صراحةً.
ما الفرق بين Claude API و Managed Agents؟
يمنحك Claude API تحكمًا كاملاً في حلقة الطلبات وتنفيذ الأداة. يتيح لك Managed Agents تشغيل Anthropic لحلقة الوكيل واستضافة حاوية لكل جلسة لتنفيذ الأداة، مع تكوينات وكيل دائمة ومخرجات أحداث البث.
لماذا لا يتم استخدام التخزين المؤقت للمطالبات الخاص بي؟
تشمل الأسباب الشائعة المحتوى المتغير مثل الطوابع الزمنية في مطالبة النظام أو بيانات JSON غير المرتبة أو مجموعة أدوات متغيرة. ضع المحتوى المستقر أولاً وتحقق من_hits التخزين المؤقت مع مقياس استخدام cache_read_input_tokens.
هل يعمل Managed Agents مع مزودي الخدمات الخارجيين؟
لا. يتوفر Managed Agents فقط على البنية التحتية الأساسية من Anthropic. بالنسبة لعمليات النشر على Amazon Bedrock أو Google Vertex AI أو Microsoft Foundry، استخدم Claude API مع استخدام الأدوات بدلاً من ذلك.
كيف أتعامل مع الردود التي تتجاوز نافذة السياق؟
قم بتمكين الضغط من جانب الخادم على Opus 4.6 أو Sonnet 4.6. قم بإلحاق response.content الكامل بالرسائل الخاصة بك في كل دورة، وليس النص فقط، للحفاظ على حالة الضغط.
ما اللغات المدعومة من هذه المهارة؟
تغطي هذه المهارة Python و TypeScript و Java و Go و Ruby و C# و PHP و cURL HTTP الخام. كل لغة لديها وثائق مخصصة مع أمثلة كود لـ Claude API ومعظمها يدعم Managed Agents.
تفاصيل المطور
بنية الملفات