スキル marimo-development
📓
marimo-development
安全 ⚙️
外部コマンド🌐
ネットワークアクセス📁
ファイルシステムへのアクセス⚡
スクリプトを含む🔑
環境変数
Erstellen reaktiver Python-Notebooks mit marimo
Marimo ist eine reaktive Python-Notebook-Umgebung, die konsistente Zustände zwischen Code und Ausgaben garantiert. Diese Skill bietet Expertenhilfe beim Erstellen interaktiver Daten-Apps und reproduzierbarer Notebooks, die als Skripte ausgeführt und als Web-Apps bereitgestellt werden können.
対応: Claude Codex Code(CC)
1
スキルZIPをダウンロード
2
Claudeでアップロード
設定 → 機能 → スキル → スキルをアップロードへ移動
3
オンにして利用開始
テストする
「marimo-development」を使用しています。 Create a marimo notebook with a slider that controls the number of data points and displays a scatter plot.
期待される結果:
- Cell 1: Import marimo, polars, altair, and numpy
- Cell 2: Create a slider UI element with range 10-500
- Cell 3: Generate random data points based on slider value
- Cell 4: Create and display an Altair scatter plot
- The notebook will automatically re-run when the slider changes, updating the plot in real-time.
セキュリティ監査
安全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
スキャンされたファイル
7,280
解析された行数
5
検出結果
5
総監査数
リスク要因
⚙️ 外部コマンド (1106)
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🌐 ネットワークアクセス (112)
references/api/caching.md:120 references/api/cli_args.md:6 references/api/cli_args.md:7 references/api/inputs/anywidget.md:5 references/api/inputs/anywidget.md:7 references/api/inputs/anywidget.md:15 references/api/inputs/anywidget.md:16 references/api/inputs/anywidget.md:36 references/api/inputs/anywidget.md:36 references/api/inputs/anywidget.md:95 references/api/inputs/anywidget.md:95 references/api/inputs/anywidget.md:96 references/api/inputs/anywidget.md:98 references/api/inputs/chat.md:5 references/api/inputs/chat.md:215 references/api/inputs/chat.md:216 references/api/inputs/chat.md:311 references/api/inputs/chat.md:322 references/api/inputs/chat.md:337 references/api/inputs/chat.md:352 references/api/inputs/data_explorer.md:19 references/api/inputs/data_explorer.md:38 references/api/inputs/dataframe.md:26 references/api/inputs/dataframe.md:38 references/api/layouts/carousel.md:13 references/api/layouts/routes.md:26 references/api/layouts/routes.md:27 references/api/layouts/sidebar.md:18 references/api/layouts/sidebar.md:19 references/api/markdown.md:20 references/api/media/audio.md:8 references/api/media/image_compare.md:9 references/api/media/image_compare.md:10 references/api/media/image.md:9 references/api/media/video.md:10 references/api/outputs.md:16 references/api/plotting.md:28 references/api/plotting.md:74 references/api/plotting.md:111 references/api/plotting.md:117 references/api/plotting.md:118 references/api/plotting.md:119 references/api/plotting.md:120 references/api/plotting.md:121 references/api/plotting.md:122 references/api/plotting.md:123 references/api/plotting.md:124 references/api/plotting.md:125 references/api/query_params.md:37 references/apps.md:53 references/apps.md:55 references/apps.md:57 references/apps.md:67 references/apps.md:75 references/core-concepts.md:285 references/core-concepts.md:354 references/faq.md:43 references/faq.md:81 references/faq.md:82 references/faq.md:378 references/faq.md:435 references/faq.md:478 references/faq.md:484 references/faq.md:452 references/faq.md:458 references/faq.md:467 references/faq.md:470 references/faq.md:506 references/interactivity.md:19 references/interactivity.md:96 references/recipes.md:397 references/scripts.md:51 references/scripts.md:52 references/troubleshooting.md:187 references/working_with_data/dataframes.md:11 references/working_with_data/dataframes.md:12 references/working_with_data/dataframes.md:15 references/working_with_data/dataframes.md:39 references/working_with_data/dataframes.md:52 references/working_with_data/dataframes.md:70 references/working_with_data/dataframes.md:89 references/working_with_data/dataframes.md:103 references/working_with_data/dataframes.md:121 references/working_with_data/dataframes.md:463 references/working_with_data/dataframes.md:468 references/working_with_data/plotting.md:12 references/working_with_data/plotting.md:50 references/working_with_data/plotting.md:140 references/working_with_data/plotting.md:144 references/working_with_data/plotting.md:157 references/working_with_data/plotting.md:298 references/working_with_data/plotting.md:302 references/working_with_data/sql.md:7 references/working_with_data/sql.md:10 references/working_with_data/sql.md:39 references/working_with_data/sql.md:47 references/working_with_data/sql.md:141 references/working_with_data/sql.md:142 references/working_with_data/sql.md:169 references/working_with_data/sql.md:175 references/working_with_data/sql.md:176 references/working_with_data/sql.md:177 references/working_with_data/sql.md:178 references/working_with_data/sql.md:179 references/working_with_data/sql.md:180 references/working_with_data/sql.md:182 references/working_with_data/sql.md:273 references/working_with_data/sql.md:288 references/working_with_data/sql.md:341 references/working_with_data/sql.md:349 references/working_with_data/sql.md:414 skill-report.json:6
📁 ファイルシステムへのアクセス (31)
references/api/cli_args.md:23 references/api/control_flow.md:11 references/api/inputs/chat.md:362 references/api/inputs/chat.md:362 references/api/markdown.md:55 references/api/plotting.md:7 references/api/query_params.md:46 references/api/state.md:5 references/api/state.md:16 references/api/state.md:21 references/apps.md:18 references/apps.md:36 references/apps.md:43 references/best_practices.md:26 references/best_practices.md:31 references/best_practices.md:71 references/debugging.md:14 references/debugging.md:95 references/debugging.md:106 references/faq.md:386 references/interactivity.md:5 references/interactivity.md:18 references/interactivity.md:24 references/interactivity.md:97 references/reactivity.md:12 references/reactivity.md:17 references/troubleshooting.md:11 references/troubleshooting.md:23 references/troubleshooting.md:168 references/troubleshooting.md:177 references/working_with_data/sql.md:160
🔑 環境変数 (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
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Jupyter-Notebooks konvertieren
Transformieren Sie bestehende Jupyter-Notebooks in das marimo-Format für bessere Reproduzierbarkeit und Versionskontrolle.
Daten-Web-Apps erstellen
Stellen Sie Notebooks als interaktive Web-Apps mit Slidern, Formularen und Echtzeit-Datenvisualisierung bereit.
これらのプロンプトを試す
Einfaches Notebook erstellen
Erstellen Sie ein einfaches marimo-Notebook, das einen Slider anzeigt und den quadrierten Wert anzeigt, wenn der Slider bewegt wird. Fügen Sie Import-Anweisungen und eine korrekte Zellstruktur ein.
Daten-Dashboard erstellen
Erstellen Sie ein marimo-Notebook, das eine CSV-Datei lädt, sie in einer Tabelle anzeigt und einen Dropdown-Filter enthält, um nur Zeilen anzuzeigen, in denen eine bestimmte Spalte mit dem ausgewählten Wert übereinstimmt.
SQL-Datenanalyse
Erstellen Sie ein marimo-Notebook, das DuckDB SQL verwendet, um einen Dataframe abzufragen. Zeigen Sie, wie man parametrisierte SQL-Abfragen schreibt und die Ergebnisse anzeigt.
Web-App bereitstellen
Zeigen Sie, wie man ein marimo-Notebook in eine bereitstellbare Web-App konvertiert. Fügen Sie Anweisungen für die Ausführung mit CLI-Argumenten und die Konfiguration der App für den Produktionseinsatz ein.
ベストプラクティス
- Importieren Sie marimo immer als mo in der ersten Zelle und halten Sie Imports zusammengefasst
- Verwenden Sie lokale Variablen mit Unterstrich-Präfix für Werte, die nicht zwischen Zellen geteilt werden sollen
- Führen Sie marimo check --fix nach dem Erstellen eines Notebooks aus, um automatisch häufige Probleme zu erkennen
回避
- Deklarieren Sie niemals Variablen über Zellen hinweg neu - dies verletzt marimos Reaktivitätsmodell
- Verwenden Sie nicht das Schlüsselwort global - es bricht das Notebook-Ausführungsmodell
- Vermeiden Sie zirkuläre Abhängigkeiten in Zellen - reorganisieren Sie den Code, um Zyklen zu entfernen
よくある質問
Was ist marimo?
Marimo ist eine reaktive Python-Notebook-Umgebung, in der Zellen automatisch neu ausgeführt werden, wenn sich ihre Abhängigkeiten ändern, was konsistente Zustände zwischen Code und Ausgaben sicherstellt.
Wie unterscheidet sich marimo von Jupyter?
Marimo garantiert reproduzierbare Notebooks durch die Eliminierung versteckter Zustände, speichert Notebooks als reine Python-Dateien und enthält eingebaute interaktive UI-Elemente, die automatisch mit Python synchronisieren.
Kann ich marimo-Notebooks als Web-Apps bereitstellen?
Ja, jedes marimo-Notebook kann als interaktive Web-App mit dem Befehl marimo run bereitgestelltgestellt werden. UI-Elemente funktionieren nahtlos in der App-Ansicht.
Sind meine Daten bei der Verwendung von marimo sicher?
Marimo-Notebooks werden lokal mit vollem Zugriff auf die von Ihnen angegebenen Dateien ausgeführt. Die Skill selbst enthält keine Code-Ausführung und kann ohne explizite Anweisungen nicht auf Ihre Daten zugreifen.
Welche UI-Elemente unterstützt marimo?
Marimo unterstützt Sliders, Dropdowns, Buttons, Tabellen, Dataframes, Formulare, Tabs, Texteingaben, Checkboxen, Date-Picker, Dateibrowser und mehr - alle standardmäßig reaktiv.
Kann ich SQL mit marimo verwenden?
Ja, marimo hat eingebaute DuckDB-Unterstützung mit mo.sql() für die direkte Ausführung von SQL-Abfragen gegen Dataframes. Andere SQL-Engines werden ebenfalls unterstützt.
開発者の詳細
ファイル構成
📁 api/
📁 inputs/
📄 array.md
📄 batch.md
📄 chat.md
📄 dates.md
📄 file.md
📄 form.md
📄 index.md
📄 radio.md
📄 table.md
📄 tabs.md
📄 text.md
📁 layouts/
📄 index.md
📄 json.md
📄 lazy.md
📄 plain.md
📄 stat.md
📄 tree.md
📁 media/
📄 audio.md
📄 image.md
📄 index.md
📄 pdf.md
📄 video.md
📄 app.md
📄 cell.md
📄 html.md
📄 index.md
📄 state.md
📄 watch.md
📄 index.md
📄 sql.md
📄 apps.md
📄 faq.md
📄 SKILL.md