المهارات marimo-development
📓

marimo-development

آمن ⚙️ الأوامر الخارجية🌐 الوصول إلى الشبكة📁 الوصول إلى نظام الملفات⚡ يحتوي على سكربتات🔑 متغيرات البيئة

إنشاء دفاتر ملاحظات Python التفاعلية باستخدام marimo

Marimo هو بيئة دفاتر ملاحظات Python تفاعلية تضمن حالة متسقة بين الكود والمخرجات. توفر هذه المهارة إرشادات متخصصة لبناء تطبيقات بيانات تفاعلية ودفاتر ملاحظات قابلة للتكرار تعمل كسكربتات ونشر كتطبيقات ويب.

يدعم: Claude Codex Code(CC)
🥉 72 برونزي
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تنزيل ZIP المهارة

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اذهب إلى Settings → Capabilities → Skills → Upload skill

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فعّل وابدأ الاستخدام

اختبرها

استخدام "marimo-development". إنشاء دفتر ملاحظات marimo مع منزلق يتحكم في عدد نقاط البيانات ويعرض مخطط انتشار.

النتيجة المتوقعة:

  • الخلية 1: استيراد marimo و polars و altair و numpy
  • الخلية 2: إنشاء عنصر واجهة مستخدم منزلق مع نطاق 10-500
  • الخلية 3: إنشاء نقاط بيانات عشوائية بناءً على قيمة المنزلق
  • الخلية 4: إنشاء وعرض مخطط انتشار Altair
  • سيتم إعادة تشغيل الدفتر تلقائيًا عند تغيير المنزلق، مما يحدث المخطط في الوقت الفعلي.

التدقيق الأمني

آمن
v5 • 1/16/2026

Pure documentation skill containing only markdown reference files. No executable code, scripts, network operations, or filesystem access capabilities. All 1405 static findings are false positives triggered by documentation content patterns.

86
الملفات التي تم فحصها
7,280
الأسطر التي تم تحليلها
5
النتائج
5
إجمالي عمليات التدقيق

عوامل الخطر

⚙️ الأوامر الخارجية (1106)
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references/api/inputs/anywidget.md:53 references/api/inputs/anywidget.md:59
🔑 متغيرات البيئة (16)
references/api/inputs/chat.md:232 references/api/inputs/chat.md:249 references/api/inputs/chat.md:266 references/api/inputs/chat.md:284 references/api/inputs/chat.md:321 references/api/inputs/chat.md:336 references/api/inputs/chat.md:351 references/faq.md:418 references/faq.md:420 references/faq.md:422 references/faq.md:423 references/faq.md:423 references/faq.md:423 references/faq.md:423 references/faq.md:423 references/working_with_data/sql.md:160
تم تدقيقه بواسطة: claude عرض سجل التدقيق →

درجة الجودة

50
الهندسة المعمارية
100
قابلية الصيانة
83
المحتوى
20
المجتمع
100
الأمان
91
الامتثال للمواصفات

ماذا يمكنك بناءه

بناء دفاتر بيانات تفاعلية

إنشاء سير عمل تحليل بيانات قابل للتكرار مع تنفيذ تلقائي للخلايا واستكشاف تفاعلي.

تحويل دفاتر Jupyter

تحويل دفاتر Jupyter الموجودة إلى تنسيق marimo لتحسين قابلية التكرار والتحكم في الإصدارات.

إنشاء تطبيقات ويب للبيانات

نشر دفاتر ملاحظات كتطبيقات ويب تفاعلية مع منزلقات ونماذج وتصور بيانات في الوقت الفعلي.

جرّب هذه الموجهات

إنشاء دفتر ملاحظات بسيط 
إنشاء دفتر ملاحظات marimo أساسي يعرض منزلق ويعرض القيمة المربعة عند تغيير المنزلق. تضمين عبارات الاستيراد وبنية الخلايا المناسبة.
بناء لوحة معلومات للبيانات 
إنشاء دفتر ملاحظات marimo يحمل ملف CSV ويعرضه في جدول، ويتضمن مرشح قائمة منسدلة لإظهار الصفوف التي تتطابق فيها عمود محدد مع القيمة المحددة.
تحليل البيانات باستخدام SQL 
إنشاء دفتر ملاحظات marimo يستخدم DuckDB SQL لاستعلام dataframe. إظهار كيفية كتابة استعلامات SQL مع المعايير وعرض النتائج.
نشر تطبيق ويب 
إظهار كيفية تحويل دفتر ملاحظات marimo إلى تطبيق ويب قابل للنشر. تضمين تعليمات للتشغيل مع وسيطات سطر الأوامر وتكوين التطبيق للاستخدام الإنتاجي.

أفضل الممارسات

  • استورد دائمًا marimo كـ mo في الخلية الأولى واحتفظ بالاستيرادات معًا
  • استخدم المتغيرات المحلية مسبوعة بشرطة سفلية للقيم التي لا يجب مشاركتها بين الخلايا
  • شغل marimo check --fix بعد إنشاء الدفتر لالتقاط المشكلات الشائعة تلقائيًا

تجنب

  • لا تُعلن عن المتغيرات عبر الخلايا مطلقًا - هذا ينتهك نموذج التفاعلية في marimo
  • لا تستخدم الكلمة الأساسية global - فهي تكسر نموذج تنفيذ الدفتر
  • تجنب التبعيات الدائرية في الخلايا - أعد تنظيم الكود لإزالة الحلقات

الأسئلة المتكررة

ما هو marimo؟
Marimo هو بيئة دفاتر ملاحظات Python تفاعلية حيث يتم إعادة تشغيل الخلايا تلقائيًا عند تغيير تبعياتها، مما يضمن حالة متسقة بين الكود والمخرجات.
كيف يختلف marimo عن Jupyter؟
يضمن marimo دفاتر ملاحظات قابلة للتكرار عن طريق التخلص من الحالات المخفية، ويخزن الدفاتر كملفات Python نقية، ويتضمن عناصر واجهة مستخدم تفاعلية مدمجة تتزامن مع Python تلقائيًا.
هل يمكنني نشر دفاتر marimo كتطبيقات ويب؟
نعم، يمكن نشر أي دفتر ملاحظات marimo كتطبيق ويب تفاعلي باستخدام أمر marimo run. تعمل عناصر واجهة المستخدم بسلاسة في عرض التطبيق.
هل بياناتي آمنة عند استخدام marimo؟
تعمل دفاتر marimo محليًا مع وصول كامل للملفات التي تحددها. لا تحتوي المهارة على تنفيذ للكود ولا يمكنها الوصول إلى بياناتك دون تعليمات صريحة.
ما عناصر واجهة المستخدم التي يدعمها marimo؟
يتضمن marimo منزلقات وقوائم منسدلة وأزرار وجداول وdataframes ونماذج ومفاتيح تبويب ومدخلات نصية ومربعات اختيار ومختارات تاريخ ومتصفحات ملفات والمزيد - جميعها تفاعلية افتراضيًا.
هل يمكنني استخدام SQL مع marimo؟
نعم، يتضمن marimo دعم DuckDB مدمج مع mo.sql() لتشغيل استعلامات SQL مباشرة ضد dataframes. محركات SQL الأخرى مدعومة أيضًا.

تفاصيل المطور

المؤلف

CodingKaiser

الترخيص

MIT

المستودع

https://github.com/CodingKaiser/claude-kaiser-skills/tree/main/marimo-development

مرجع

main

بنية الملفات

📁 references/

📁 api/

📁 inputs/

📄 anywidget.md

📄 array.md

📄 batch.md

📄 button.md

📄 chat.md

📄 checkbox.md

📄 code_editor.md

📄 data_editor.md

📄 data_explorer.md

📄 dataframe.md

📄 dates.md

📄 dictionary.md

📄 dropdown.md

📄 file_browser.md

📄 file.md

📄 form.md

📄 index.md

📄 microphone.md

📄 multiselect.md

📄 nav_menu.md

📄 number.md

📄 radio.md

📄 range_slider.md

📄 refresh.md

📄 run_button.md

📄 slider.md

📄 switch.md

📄 table.md

📄 tabs.md

📄 text_area.md

📄 text.md

📁 layouts/

📄 accordion.md

📄 callout.md

📄 carousel.md

📄 index.md

📄 json.md

📄 justify.md

📄 lazy.md

📄 outline.md

📄 plain.md

📄 routes.md

📄 sidebar.md

📄 stacks.md

📄 stat.md

📄 tree.md

📁 media/

📄 audio.md

📄 download.md

📄 image_compare.md

📄 image.md

📄 index.md

📄 pdf.md

📄 plain_text.md

📄 video.md

📄 app.md

📄 caching.md

📄 cell.md

📄 cli_args.md

📄 control_flow.md

📄 diagrams.md

📄 html.md

📄 index.md

📄 markdown.md

📄 miscellaneous.md

📄 outputs.md

📄 plotting.md

📄 query_params.md

📄 state.md

📄 status.md

📄 watch.md

📁 working_with_data/

📄 dataframes.md

📄 index.md

📄 plotting.md

📄 sql.md

📄 apps.md

📄 best_practices.md

📄 core-concepts.md

📄 debugging.md

📄 faq.md

📄 interactivity.md

📄 NAVIGATION.md

📄 reactivity.md

📄 recipes.md

📄 scripts.md

📄 troubleshooting.md

📄 SKILL.md