diff --git a/basic-concepts/dependencies.mdx b/basic-concepts/dependencies.mdx
index 5189fdb1e3..ea16b612fd 100644
--- a/basic-concepts/dependencies.mdx
+++ b/basic-concepts/dependencies.mdx
@@ -1,6 +1,6 @@
---
title: "Dependencies"
-description: "Understand dependencies in ComfyUI"
+description: "Learn what ComfyUI workflows depend on to run: media assets, custom nodes, Python packages, and models."
icon: "file"
---
diff --git a/basic-concepts/links.mdx b/basic-concepts/links.mdx
index c86914d501..e8e24e8989 100644
--- a/basic-concepts/links.mdx
+++ b/basic-concepts/links.mdx
@@ -1,6 +1,6 @@
---
-title: "Links"
-description: "Understand connection links in ComfyUI"
+title: "ComfyUI Links: How Node Connections Work"
+description: "Learn how links connect nodes in ComfyUI, how to change link render styles, and how the Reroute node keeps complex workflows readable."
icon: "share-nodes"
---
diff --git a/comfy-cli/getting-started.mdx b/comfy-cli/getting-started.mdx
index 0143423510..f6023bbffc 100644
--- a/comfy-cli/getting-started.mdx
+++ b/comfy-cli/getting-started.mdx
@@ -1,5 +1,5 @@
---
-title: "Getting Started"
+title: "Get Started with Comfy CLI"
description: "Install comfy-cli, set up local or cloud routing, generate with partner nodes, and run workflows from the terminal."
---
diff --git a/comfy-cli/troubleshooting.mdx b/comfy-cli/troubleshooting.mdx
index 4448cc2047..5cbfa3b924 100644
--- a/comfy-cli/troubleshooting.mdx
+++ b/comfy-cli/troubleshooting.mdx
@@ -1,5 +1,5 @@
---
-title: "Troubleshooting"
+title: "Comfy CLI Troubleshooting Guide"
description: "Troubleshooting guide for the Comfy CLI, covering prerequisites like installing git before you can use CLI commands."
---
diff --git a/custom-nodes/walkthrough.mdx b/custom-nodes/walkthrough.mdx
index 7e8bf4b527..ddd04c7444 100644
--- a/custom-nodes/walkthrough.mdx
+++ b/custom-nodes/walkthrough.mdx
@@ -1,6 +1,6 @@
---
-title: "Getting Started"
-description: "Getting Started with Custom Nodes: a step-by-step ComfyUI walkthrough covering backend node setup, defining CATEGORY, INPUT_TYPES, and FUNCTION, registering nodes, adding options, and building a client-side JS extension."
+title: "Creating Custom Nodes in ComfyUI"
+description: "Step-by-step guide to creating a custom node in ComfyUI: define CATEGORY, INPUT_TYPES, and FUNCTION, register the node, and build a client-side JS extension."
---
This page will take you step-by-step through the process of creating a custom node.
diff --git a/development/overview.mdx b/development/overview.mdx
index 5a22ffc14b..3176cbadc2 100644
--- a/development/overview.mdx
+++ b/development/overview.mdx
@@ -1,6 +1,6 @@
---
-title: "Overview"
-description: "Using ComfyUI as a Developer"
+title: "ComfyUI for Developers: SDKs, Server API, and Cloud"
+description: "Build on ComfyUI with official Python and TypeScript SDKs, run it as a server, call Cloud APIs, or connect AI agents via MCP."
---
ComfyUI is a modular GenAI inference engine that can be run as a server, accessed via API, extended with custom nodes, and managed from the command line. Most API work follows two steps: get ComfyUI running somewhere, then run workflows against it from your application.
diff --git a/ja/basic-concepts/dependencies.mdx b/ja/basic-concepts/dependencies.mdx
index cb4ebfdcc3..0aa3f00ad6 100644
--- a/ja/basic-concepts/dependencies.mdx
+++ b/ja/basic-concepts/dependencies.mdx
@@ -1,6 +1,6 @@
---
title: "依存関係"
-description: "ComfyUI における依存関係について理解する"
+description: "ComfyUI ワークフローの実行に必要な依存関係（メディアアセット、カスタムノード、Python パッケージ、モデル）について解説します。"
icon: "file"
translationSourceHash: 1c6f96cc
translationFrom: basic-concepts/dependencies.mdx
diff --git a/ja/basic-concepts/links.mdx b/ja/basic-concepts/links.mdx
index 20b11085db..a57a5a239d 100644
--- a/ja/basic-concepts/links.mdx
+++ b/ja/basic-concepts/links.mdx
@@ -1,6 +1,6 @@
---
-title: "リンク"
-description: "ComfyUI における接続リンクを理解する"
+title: "ComfyUI リンク：ノード接続の仕組み"
+description: "ComfyUI でノードをつなぐリンクの仕組み、リンクの表示スタイルの変更方法、複雑なワークフローを整理する Reroute ノードの使い方を解説します。"
icon: "share-nodes"
translationSourceHash: b41b3070
translationFrom: basic-concepts/links.mdx
diff --git a/ja/comfy-cli/getting-started.mdx b/ja/comfy-cli/getting-started.mdx
index d83a019f7c..d8a07c75ec 100644
--- a/ja/comfy-cli/getting-started.mdx
+++ b/ja/comfy-cli/getting-started.mdx
@@ -1,5 +1,5 @@
---
-title: "はじめに"
+title: "Comfy CLI をはじめよう"
description: "comfy-cli をインストールし、ローカルまたはクラウドのルーティングを設定し、パートナーノードを使用して生成し、ターミナルからワークフローを実行します。"
translationSourceHash: a616d821
translationFrom: comfy-cli/getting-started.mdx
diff --git a/ja/comfy-cli/troubleshooting.mdx b/ja/comfy-cli/troubleshooting.mdx
index 300be11045..0c6da48614 100644
--- a/ja/comfy-cli/troubleshooting.mdx
+++ b/ja/comfy-cli/troubleshooting.mdx
@@ -1,5 +1,5 @@
---
-title: "トラブルシューティング"
+title: "Comfy CLI トラブルシューティングガイド"
description: "Comfy CLI のトラブルシューティングガイド。CLI コマンドを使う前に git をインストールするなどの前提条件を説明します。"
translationSourceHash: 235db182
translationFrom: comfy-cli/troubleshooting.mdx
diff --git a/ja/custom-nodes/walkthrough.mdx b/ja/custom-nodes/walkthrough.mdx
index 30437be3df..3a18abdde1 100644
--- a/ja/custom-nodes/walkthrough.mdx
+++ b/ja/custom-nodes/walkthrough.mdx
@@ -1,11 +1,11 @@
---
-title: "クイックスタート"
-description: "カスタムノードのクイックスタート。バックエンドノードのセットアップ、CATEGORY / INPUT_TYPES / FUNCTION の定義、ノード登録、オプション追加、クライアント側 JS 拡張の構築をステップごとに説明します。"
-translationSourceHash: b5e1196d
+title: "ComfyUI でカスタムノードを作成する"
+description: "ComfyUI でカスタムノードを作成するためのステップバイステップガイド：CATEGORY、INPUT_TYPES、FUNCTION の定義、ノードの登録、クライアント側 JS 拡張の構築。"
+translationSourceHash: 37645276
translationFrom: custom-nodes/walkthrough.mdx
translationBlockHashes:
"_intro": 511dfaae
- "Write a basic node": 3d326fbd
+ "Write a basic node": 5acd782d
"Add some options": f12afecf
"Tweak the UI": 566e9dcc
---
diff --git a/ja/development/overview.mdx b/ja/development/overview.mdx
index 80d4e6cf37..30d2f1c750 100644
--- a/ja/development/overview.mdx
+++ b/ja/development/overview.mdx
@@ -1,7 +1,7 @@
---
-title: "概要"
-description: "開発者としての ComfyUI の利用"
-translationSourceHash: 6fb45989
+title: "ComfyUI 開発者向け：SDK、サーバー API、Cloud API"
+description: "公式の Python / TypeScript SDK で ComfyUI を活用し、サーバーとして実行、Cloud API の呼び出し、MCP による AI エージェント接続が可能です。"
+translationSourceHash: 29b59dd3
translationFrom: development/overview.mdx
translationBlockHashes:
"_intro": 21d39346
@@ -10,11 +10,13 @@ translationBlockHashes:
"Cloud API": 80dab2ed
"Agent Tools / MCP": abe9d443
"Comfy CLI": 11578ce8
- "Custom Nodes": ef7496d1
- "Registry": 883b9485
+ "Develop Custom Nodes": 51cd210e
+ "Registry": cc46f1e1
---
+
+
ComfyUI はモジュール式の GenAI 推論エンジンです。API サーバーとしてデプロイしたり、API 経由でアクセスしたり、カスタムノードで拡張したり、コマンドラインから管理したりできます。目的に合ったパスを選んでください。
## ComfyUI 上で構築する
@@ -67,10 +69,39 @@ ComfyUI のインストール、カスタムノード、ワークフローをコ
関連リンク：[CLI リファレンス](/ja/comfy-cli/reference) · [トラブルシューティング](/ja/comfy-cli/troubleshooting)
-## カスタムノード
+## カスタムノードの開発
+
+カスタムノードを使うと、Python バックエンド、JavaScript UI ウィジェット、外部連携を介して ComfyUI を拡張できます。エコシステムに貢献する最も強力な方法のひとつです。
+
+
+
+ カスタムノード開発が初めてならここから。ノードの構成、公開方法、ベストプラクティスを学びます。
+
+ 関連ページ：チュートリアル · v3 移行ガイド
+
+
+
+ カスタムノードのサーバーサイドを構築。データ型、画像とマスク処理、遅延評価、テンソル操作などをカバー。
+
+ 関連ページ：データ型 · 画像とマスク · 遅延評価 · ノード拡張
+
-Pythonバックエンド、JavaScript UI拡張機能、およびインテグレーションを使用してComfyUIを拡張できます。まずは[カスタムノードの概要](/ja/custom-nodes/overview)をご覧ください。
+
+ カスタム UI ウィジェット、サイドバータブ、ショートカットキー、ダイアログをノードに追加。ComfyUI フロントエンドを完全にコントロール。
+
+ 関連ページ：フック（Hooks） · サイドバータブ · コマンドとショートカット · コード例
+
+
+
+
+関連リンク：国際化（i18n）
## レジストリ（Registry）
-Comfy レジストリを通じてカスタムノードをパッケージ化して公開します。まずは [レジストリ概要](/ja/registry/overview) または [公開チュートリアル](/ja/registry/publishing) から始めてください。
+Comfy レジストリを通じてカスタムノードを公開・管理します。レジストリはバージョン管理、セキュリティスキャン、検索機能をコミュニティに提供します。
+
+
+ パブリッシャー登録、最初のノードの公開、既存ノードの主張、CI/CD による自動リリースまでをカバー。
+
+
+関連リンク：[公開チュートリアル](/ja/registry/publishing) · [標準](/ja/registry/standards) · [CI/CD](/ja/registry/cicd) · [仕様](/ja/registry/specifications)
diff --git a/ja/manager/troubleshooting.mdx b/ja/manager/troubleshooting.mdx
index 7297c9ee4f..a49d2d8112 100644
--- a/ja/manager/troubleshooting.mdx
+++ b/ja/manager/troubleshooting.mdx
@@ -1,7 +1,7 @@
---
-title: "ComfyUI-Manager トラブルシューティング"
+title: ComfyUI Manager トラブルシューティング
sidebarTitle: トラブルシューティング
-description: "ComfyUI-Manager のトラブルシューティング：config.ini のカスタム git 実行ファイルパス、Manager の自己更新失敗、インストールエラーの修正。"
+description: ComfyUI-Manager の一般的な問題（カスタム git 実行ファイルのパス、データベースエラー、更新失敗など）を解決します。
translationSourceHash: 574d8622
translationFrom: manager/troubleshooting.mdx
translationBlockHashes:
diff --git a/ja/tutorials/image/qwen/qwen-image-2512.mdx b/ja/tutorials/image/qwen/qwen-image-2512.mdx
index 4a1202961b..45685f1734 100644
--- a/ja/tutorials/image/qwen/qwen-image-2512.mdx
+++ b/ja/tutorials/image/qwen/qwen-image-2512.mdx
@@ -1,6 +1,6 @@
---
title: "Qwen-Image-2512 ComfyUI ネイティブワークフローの例"
-description: "Qwen-Image-2512 は、Qwen-Image のテキストから画像を生成する基盤モデルの12月アップデート版であり、人物のリアリズム向上、自然なディテールの精細化、およびテキストレンダリングの改善を特徴としています。"
+description: "ComfyUI で Qwen-Image-2512 を使用して画像を生成できます。Qwen-Image の12月アップデート版で、人物のリアリズム、自然なディテール、テキストレンダリングが向上しています。"
sidebarTitle: "Qwen-Image-2512"
translationSourceHash: 26d99ccd
translationFrom: tutorials/image/qwen/qwen-image-2512.mdx
diff --git a/ja/tutorials/partner-nodes/bytedance/seedance-2-0.mdx b/ja/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
index 957a7cc570..8ec7103458 100644
--- a/ja/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
+++ b/ja/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
@@ -1,6 +1,6 @@
---
title: "Seedance 2.0 - AI動画生成"
-description: "ComfyUIでSeedance 2.0を使用して、テキスト、画像、動画、音声から同期音声、一貫したキャラクター、映画的カメラコントロールを備えた高品質動画を生成"
+description: "ComfyUI で Seedance 2.0 を使い、テキスト・画像・動画・音声から動画を生成。音声同期、キャラクターの一貫性、シネマティックなカメラ制御に対応しています。"
sidebarTitle: "Seedance 2.0"
translationSourceHash: 9b943d76
translationFrom: tutorials/partner-nodes/bytedance/seedance-2-0.mdx
diff --git a/ja/tutorials/video/wan/fun-camera.mdx b/ja/tutorials/video/wan/fun-camera.mdx
index c658feeba0..6356fa3cf1 100644
--- a/ja/tutorials/video/wan/fun-camera.mdx
+++ b/ja/tutorials/video/wan/fun-camera.mdx
@@ -2,10 +2,10 @@
title: "ComfyUI Wan2.1 Fun Camera 公式例"
description: "本ガイドでは、ComfyUI で Wan2.1 Fun Camera を使用して動画を生成する方法を説明します"
sidebarTitle: "Wan2.1 Fun Camera"
-translationSourceHash: e61d32be
+translationSourceHash: f2b906a8
translationFrom: tutorials/video/wan/fun-camera.mdx
translationBlockHashes:
- "_intro": 3e9c5a21
+ "_intro": 59d5e57d
"About Wan2.1 Fun Camera": 98c0ae00
"Model Installation": 65ab0da5
"ComfyUI Wan2.1 Fun Camera 1.3B Workflow": 4ddf8882
@@ -16,6 +16,10 @@ translationBlockHashes:
import UpdateReminder from '/snippets/ja/tutorials/update-reminder.mdx'
+Wan2.1 Fun Camera は、Alibaba の VideoX-Fun プロジェクトによるカメラモーション動画生成モデルで、ComfyUI にネイティブ対応しています。カメラの動きを制御条件で指定できるため、プロンプトで 1 つ 1 つのショットを記述しなくても、映像のカメラワークをコントロールできます。
+
+Wan2.1-Fun シリーズの一員で、1.3B 版（約 19GB）は軽量なローカル実行向け、14B 版（約 47GB）はより高品質な出力向けです。どちらも 512・768・1024 ピクセルのマルチ解像度での動画生成に対応し、16fps・最大 81 フレーム（約 5 秒）で学習されており、多言語プロンプトにも対応します。重みは Apache-2.0 ライセンスで公開されています。
+
## Wan2.1 Fun Camera について
**Wan2.1 Fun Camera** は、アリバグループのチームが開発した動画生成プロジェクトであり、カメラの動きを制御することで動画生成の効果を調整することに重点を置いています。
diff --git a/ja/tutorials/video/wan/fun-control.mdx b/ja/tutorials/video/wan/fun-control.mdx
index d5c35c624b..e3efb667d7 100644
--- a/ja/tutorials/video/wan/fun-control.mdx
+++ b/ja/tutorials/video/wan/fun-control.mdx
@@ -2,10 +2,10 @@
title: "ComfyUI Wan2.1 Fun Control 動画例"
description: "本ガイドでは、ComfyUI で Wan2.1 Fun Control を使用して制御動画で動画を生成する方法を説明します"
sidebarTitle: "Wan2.1 Fun Control"
-translationSourceHash: 56ce4eaa
+translationSourceHash: 8b293934
translationFrom: tutorials/video/wan/fun-control.mdx
translationBlockHashes:
- "_intro": 9efc0241
+ "_intro": b7cb8b6d
"About Wan2.1-Fun-Control": 2e562079
"Model Installation": 6ee9c5c6
"ComfyUI Native Workflow": 01fc65b5
@@ -15,6 +15,10 @@ translationBlockHashes:
import UpdateReminder from "/snippets/ja/tutorials/update-reminder.mdx";
+Wan2.1-Fun-Control は、Alibaba の VideoX-Fun プロジェクトによるオープンソースの動画生成・制御モデルで、プロンプトだけに頼らず、あらかじめ設定した制御条件に沿って動画を生成します。Canny エッジ、デプスマップ、OpenPose スケルトン、MLSD の幾何学的エッジ、点の軌跡などで出力をコントロールできます。
+
+モデルは 2 サイズあります。1.3B 版（約 19GB）は軽量でローカル展開向け、VRAM 消費が少なく、14B 版（モデル合計約 47GB、diffusion 重み約 32.8GB）はより高品質な結果が得られます。どちらも 512・768・1024 ピクセルのマルチ解像度動画生成に対応し、16fps・最大 81 フレーム（約 5 秒）を生成でき、多言語プロンプトにも対応します。ComfyUI は Wan2.1-Fun-Control をネイティブにサポートしています。
+
## Wan2.1-Fun-Control について
**Wan2.1-Fun-Control** は、アリババチームによって開発されたオープンソースの動画生成・制御プロジェクトです。
diff --git a/ja/tutorials/video/wan/wan-animate-2.mdx b/ja/tutorials/video/wan/wan-animate-2.mdx
index 2b4c760edc..f36f802013 100644
--- a/ja/tutorials/video/wan/wan-animate-2.mdx
+++ b/ja/tutorials/video/wan/wan-animate-2.mdx
@@ -1,6 +1,6 @@
---
title: "Wan Animate 2: モーション転送"
-description: "Wan Animate 2 で駆動ビデオを使って静止キャラクターをアニメートし、ポーズ抽出やスケルトンの前処理なしでビデオフレームからモーションを直接転送します"
+description: "ComfyUI で Wan Animate 2 を使い、ドライブ動画から静止キャラクターへ動きを直接転送。ポーズ抽出や骨格前処理は不要です。"
sidebarTitle: "Wan Animate 2"
translationSourceHash: ce924f2d
translationFrom: tutorials/video/wan/wan-animate-2.mdx
diff --git a/ja/tutorials/video/wan/wan-move.mdx b/ja/tutorials/video/wan/wan-move.mdx
index 5c7531fcff..b9f1d10e4c 100644
--- a/ja/tutorials/video/wan/wan-move.mdx
+++ b/ja/tutorials/video/wan/wan-move.mdx
@@ -1,6 +1,6 @@
---
title: "ComfyUI Wan-Move ワークフロー例"
-description: "Wan-Move は、潜在トラジェクトリガイダンスを通じて運動を制御可能な動画生成モデルであり、画像から動画への生成において細粒度のポイントレベル運動制御を可能にします。"
+description: "ComfyUI で Wan-Move を使い、モーション制御可能な動画を生成。画像上の点の軌跡で物体の動きを指定し、静止画像から高精度に動画を生成できます。"
sidebarTitle: "Wan-Move"
translationSourceHash: 6e632abd
translationFrom: tutorials/video/wan/wan-move.mdx
diff --git a/ko/basic-concepts/dependencies.mdx b/ko/basic-concepts/dependencies.mdx
index b87c058f98..8b9b3b0b07 100644
--- a/ko/basic-concepts/dependencies.mdx
+++ b/ko/basic-concepts/dependencies.mdx
@@ -1,6 +1,6 @@
---
title: "종속성"
-description: "ComfyUI의 종속성 이해하기"
+description: "ComfyUI 워크플로우 실행에 필요한 종속성(미디어 자산, 커스텀 노드, Python 패키지, 모델)을 알아봅니다."
icon: "file"
translationSourceHash: 1c6f96cc
translationFrom: basic-concepts/dependencies.mdx
diff --git a/ko/basic-concepts/links.mdx b/ko/basic-concepts/links.mdx
index 5ec167c0b6..0aef57f619 100644
--- a/ko/basic-concepts/links.mdx
+++ b/ko/basic-concepts/links.mdx
@@ -1,6 +1,6 @@
---
-title: "링크"
-description: "ComfyUI에서 연결 링크 이해하기"
+title: "ComfyUI 링크: 노드 연결 작동 방식"
+description: "ComfyUI에서 노드를 연결하는 링크의 작동 방식, 링크 표시 스타일 변경 방법, 복잡한 워크플로우를 정리하는 Reroute 노드 사용법을 알아보세요."
icon: "share-nodes"
translationSourceHash: b41b3070
translationFrom: basic-concepts/links.mdx
diff --git a/ko/comfy-cli/getting-started.mdx b/ko/comfy-cli/getting-started.mdx
index 81445bee3c..829cba4d20 100644
--- a/ko/comfy-cli/getting-started.mdx
+++ b/ko/comfy-cli/getting-started.mdx
@@ -1,5 +1,5 @@
---
-title: "시작하기"
+title: "Comfy CLI 시작하기"
description: "comfy-cli 설치, 로컬 또는 클라우드 라우팅 설정, 파트너 노드를 사용한 생성, 터미널에서 워크플로 실행."
translationSourceHash: a616d821
translationFrom: comfy-cli/getting-started.mdx
diff --git a/ko/comfy-cli/troubleshooting.mdx b/ko/comfy-cli/troubleshooting.mdx
index 045ac09f1b..6d319288da 100644
--- a/ko/comfy-cli/troubleshooting.mdx
+++ b/ko/comfy-cli/troubleshooting.mdx
@@ -1,5 +1,5 @@
---
-title: "문제 해결"
+title: "Comfy CLI 문제 해결 가이드"
description: "Comfy CLI 문제 해결 가이드. CLI 명령을 사용하기 전에 git을 설치하는 등의 사전 요구 사항을 설명합니다."
translationSourceHash: 235db182
translationFrom: comfy-cli/troubleshooting.mdx
diff --git a/ko/custom-nodes/walkthrough.mdx b/ko/custom-nodes/walkthrough.mdx
index f8832fc6c5..c18f02cf5e 100644
--- a/ko/custom-nodes/walkthrough.mdx
+++ b/ko/custom-nodes/walkthrough.mdx
@@ -1,11 +1,11 @@
---
-title: "시작하기"
-description: "커스텀 노드 시작하기. 백엔드 노드 설정, CATEGORY / INPUT_TYPES / FUNCTION 정의, 노드 등록, 옵션 추가, 클라이언트 JS 확장 구축을 단계별로 안내합니다."
-translationSourceHash: b5e1196d
+title: "ComfyUI에서 커스텀 노드 만들기"
+description: "ComfyUI에서 커스텀 노드를 만드는 단계별 가이드: CATEGORY, INPUT_TYPES, FUNCTION 정의, 노드 등록, 클라이언트 JS 확장 구축."
+translationSourceHash: 37645276
translationFrom: custom-nodes/walkthrough.mdx
translationBlockHashes:
"_intro": 511dfaae
- "Write a basic node": 3d326fbd
+ "Write a basic node": 5acd782d
"Add some options": f12afecf
"Tweak the UI": 566e9dcc
---
diff --git a/ko/development/overview.mdx b/ko/development/overview.mdx
index 4fbcb35bef..91c8b54a31 100644
--- a/ko/development/overview.mdx
+++ b/ko/development/overview.mdx
@@ -1,7 +1,7 @@
---
-title: "개요"
-description: "개발자로서 ComfyUI 사용하기"
-translationSourceHash: 6fb45989
+title: "ComfyUI 개발자 가이드: SDK, 서버 API, Cloud API"
+description: "공식 Python 및 TypeScript SDK로 ComfyUI를 활용하고, 서버로 실행하거나 Cloud API를 호출하고, MCP로 AI 에이전트를 연결할 수 있습니다."
+translationSourceHash: 29b59dd3
translationFrom: development/overview.mdx
translationBlockHashes:
"_intro": 21d39346
@@ -10,11 +10,13 @@ translationBlockHashes:
"Cloud API": 80dab2ed
"Agent Tools / MCP": abe9d443
"Comfy CLI": 11578ce8
- "Custom Nodes": ef7496d1
- "Registry": 883b9485
+ "Develop Custom Nodes": 51cd210e
+ "Registry": cc46f1e1
---
+
+
ComfyUI는 서버로 실행되고 API를 통해 접근 가능하며, 커스텀 노드로 확장할 수 있고 명령줄에서 관리 가능한 모듈식 GenAI 추론 엔진입니다. 아래에서 원하는 방식을 선택하세요.
## ComfyUI 기반 구축
@@ -67,10 +69,39 @@ ComfyUI는 서버로 실행되고 API를 통해 접근 가능하며, 커스텀
참고: [CLI 참조](/ko/comfy-cli/reference) · [문제 해결](/ko/comfy-cli/troubleshooting)
-## 커스텀 노드
+## 커스텀 노드 개발하기
+
+커스텀 노드를 통해 자신만의 Python 백엔드, JavaScript UI 위젯 및 통합 기능으로 ComfyUI를 확장할 수 있습니다. 이는 생태계에 기여할 수 있는 가장 강력한 방법 중 하나입니다.
+
+
+
+ 커스텀 노드가 처음이라면? 노드의 구조, 게시 방법 및 모범 사례를 알아보세요.
+
+ 주요 페이지: 워크스루 · v3 마이그레이션 가이드
+
+
+
+ 커스텀 노드의 서버 측을 구축하세요. 데이터 유형, 이미지 및 마스크 처리, 지연 평가, 텐서 등에 대해 다룹니다.
+
+ 주요 페이지: 데이터 유형 · 이미지 및 마스크 · 지연 평가 · 노드 확장
+
-ComfyUI를 Python 백엔드, JavaScript UI 확장 프로그램 및 통합 기능으로 확장하세요. [커스텀 노드 개요](/ko/custom-nodes/overview)부터 시작하세요.
+
+ 노드에 맞춤형 UI 위젯, 사이드바 탭, 키 바인딩 및 대화 상자를 추가하세요. ComfyUI 프런트엔드를 완벽히 제어하세요.
+
+ 주요 페이지: 훅 · 사이드바 탭 · 명령 및 키 바인딩 · 예제
+
+
+
+
+참고: 국제화(i18n)
## 레지스트리
-Comfy 레지스트리를 통해 커스텀 노드를 패키징하고 게시하세요. [레지스트리 개요](/ko/registry/overview) 또는 [게시 튜토리얼](/ko/registry/publishing)로 시작하세요.
+Comfy 레지스트리를 통해 커스텀 노드를 게시하고 관리하세요. 레지스트리는 버전 관리, 보안 스캔 및 커뮤니티를 위한 검색 기능을 제공합니다.
+
+
+ 게시자로 등록하고 첫 번째 노드를 게시하며, 기존 노드를 인수하고 자동 릴리스를 위한 CI/CD를 설정하세요.
+
+
+참고: [게시 튜토리얼](/ko/registry/publishing) · [표준](/ko/registry/standards) · [CI/CD](/ko/registry/cicd) · [사양](/ko/registry/specifications)
diff --git a/ko/manager/troubleshooting.mdx b/ko/manager/troubleshooting.mdx
index f94c25b0af..28c64e28fd 100644
--- a/ko/manager/troubleshooting.mdx
+++ b/ko/manager/troubleshooting.mdx
@@ -1,7 +1,7 @@
---
-title: "ComfyUI-Manager 문제 해결"
+title: ComfyUI Manager 문제 해결
sidebarTitle: 문제 해결
-description: "ComfyUI-Manager 문제 해결: config.ini의 사용자 지정 git 실행 파일 경로, Manager 자체 업데이트 실패, 설치 오류 수정."
+description: "커스텀 git 실행 파일 경로, 데이터베이스 오류, 업데이트 실패 등 일반적인 ComfyUI-Manager 문제를 해결합니다."
translationSourceHash: 574d8622
translationFrom: manager/troubleshooting.mdx
translationBlockHashes:
diff --git a/ko/tutorials/image/qwen/qwen-image-2512.mdx b/ko/tutorials/image/qwen/qwen-image-2512.mdx
index 19b07fc982..5ca1134e26 100644
--- a/ko/tutorials/image/qwen/qwen-image-2512.mdx
+++ b/ko/tutorials/image/qwen/qwen-image-2512.mdx
@@ -1,6 +1,6 @@
---
title: "Qwen-Image-2512 ComfyUI 네이티브 워크플로우 예시"
-description: "Qwen-Image-2512는 Qwen-Image의 텍스트 기반 이미지 생성 모델의 12월 업데이트로, 향상된 인간의 사실성, 더 세밀한 자연 디테일, 개선된 텍스트 렌더링을 특징으로 합니다."
+description: "ComfyUI에서 Qwen-Image-2512로 이미지를 생성하세요. Qwen-Image의 12월 업데이트 버전으로, 향상된 인간의 사실성, 세밀한 자연 디테일, 개선된 텍스트 렌더링을 제공합니다."
sidebarTitle: "Qwen-Image-2512"
translationSourceHash: 26d99ccd
translationFrom: tutorials/image/qwen/qwen-image-2512.mdx
diff --git a/ko/tutorials/partner-nodes/bytedance/seedance-2-0.mdx b/ko/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
index 4731d1e52a..e729f389af 100644
--- a/ko/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
+++ b/ko/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
@@ -1,6 +1,6 @@
---
title: "Seedance 2.0 - AI 동영상 생성"
-description: "ComfyUI에서 Seedance 2.0을 사용해 텍스트, 이미지, 동영상, 오디오를 통합된 입력으로 받아 고화질 동영상을 생성하세요. 오디오와 동영상이 싱크되며 캐릭터가 일관되고 영화 같은 카메라 제어를 제공합니다."
+description: "ComfyUI에서 Seedance 2.0로 텍스트, 이미지, 영상, 오디오로 비디오를 생성하세요. 오디오 동기화, 캐릭터 일관성, 시네마틱 카메라 제어를 지원합니다."
sidebarTitle: "Seedance 2.0"
translationSourceHash: 9b943d76
translationFrom: tutorials/partner-nodes/bytedance/seedance-2-0.mdx
diff --git a/ko/tutorials/video/wan/fun-camera.mdx b/ko/tutorials/video/wan/fun-camera.mdx
index 1c8c5790b0..1711814767 100644
--- a/ko/tutorials/video/wan/fun-camera.mdx
+++ b/ko/tutorials/video/wan/fun-camera.mdx
@@ -2,12 +2,12 @@
title: "ComfyUI Wan2.1 Fun Camera 공식 예시"
description: "이 가이드는 ComfyUI에서 Wan2.1 Fun Camera를 사용해 동영상 생성하는 방법을 보여줍니다."
sidebarTitle: "Wan2.1 Fun Camera"
-translationSourceHash: 8a553848
+translationSourceHash: f2b906a8
translationFrom: tutorials/video/wan/fun-camera.mdx
translationBlockHashes:
- "_intro": 3e9c5a21
+ "_intro": 59d5e57d
"About Wan2.1 Fun Camera": 98c0ae00
- "Model Installation": 8b2c147b
+ "Model Installation": 65ab0da5
"ComfyUI Wan2.1 Fun Camera 1.3B Workflow": 4ddf8882
"ComfyUI Wan2.1 Fun Camera 14B Workflow": ea99a5f1
"Performance Reference": 2dc2f8f0
@@ -16,6 +16,10 @@ translationBlockHashes:
import UpdateReminder from '/snippets/ko/tutorials/update-reminder.mdx'
+Wan2.1 Fun Camera는 Alibaba의 VideoX-Fun 프로젝트에서 만든 카메라 모션 영상 생성 모델로, ComfyUI에서 기본 지원합니다. 카메라 움직임을 제어 조건으로 지정할 수 있어 프롬프트로 모든 장면을 설명하지 않아도 영상의 카메라 움직임을 조정할 수 있습니다.
+
+Wan2.1-Fun 시리즈에 속하며 1.3B 버전(약 19GB)은 가벼운 로컬 실행용, 14B 버전(약 47GB)은 더 높은 품질의 출력용으로 제공됩니다. 두 버전 모두 512, 768, 1024 해상도의 멀티 해상도 영상 생성을 지원하며, 16fps로 최대 81프레임(약 5초)으로 학습되었고 다국어 프롬프트를 지원합니다. 가중치는 Apache-2.0 라이선스로 공개되어 있습니다.
+
## Wan2.1 Fun Camera 소개
**Wan2.1 Fun Camera**는 알리바바 팀이 출시한 동영상 생성 프로젝트로, 카메라 모션을 통해 동영상 생성 효과를 제어하는 데 중점을 두고 있습니다.
diff --git a/ko/tutorials/video/wan/fun-control.mdx b/ko/tutorials/video/wan/fun-control.mdx
index 830d025f17..1b01fd4def 100644
--- a/ko/tutorials/video/wan/fun-control.mdx
+++ b/ko/tutorials/video/wan/fun-control.mdx
@@ -2,20 +2,24 @@
title: "ComfyUI Wan2.1 Fun Control 동영상 예시"
description: "이 가이드에서는 ComfyUI에서 Wan2.1 Fun Control을 사용해 제어 동영상을 생성하는 방법을 보여줍니다."
sidebarTitle: "Wan2.1 Fun Control"
-translationSourceHash: f3a0ed45
+translationSourceHash: 8b293934
translationFrom: tutorials/video/wan/fun-control.mdx
translationBlockHashes:
- "_intro": 9efc0241
+ "_intro": b7cb8b6d
"About Wan2.1-Fun-Control": 2e562079
- "Model Installation": aee3a183
+ "Model Installation": 6ee9c5c6
"ComfyUI Native Workflow": 01fc65b5
- "Workflow Using Custom Nodes": cf408ff0
+ "Workflow Using Custom Nodes": 8f081a21
"Usage Tips": 9e74c201
---
import UpdateReminder from "/snippets/ko/tutorials/update-reminder.mdx";
+Wan2.1-Fun-Control은 Alibaba의 VideoX-Fun 프로젝트에서 만든 오픈소스 영상 생성·제어 모델로, 프롬프트에만 의존하지 않고 사전에 설정한 제어 조건에 따라 영상을 생성합니다. Canny 엣지, 뎁스 맵, OpenPose 스켈레톤, MLSD 기하학적 엣지, 포인트 궤적 등으로 출력을 제어할 수 있습니다.
+
+모델은 1.3B 버전(약 19GB, 가벼운 로컬 배포용, 낮은 VRAM 요구)과 14B 버전(총 모델 저장 공간 약 47GB, diffusion 가중치 약 32.8GB, 더 높은 품질) 두 가지로 제공됩니다. 두 버전 모두 512, 768, 1024 해상도의 멀티 해상도 영상 생성을 지원하며, 16fps로 최대 81프레임(약 5초)을 생성할 수 있고 다국어 프롬프트를 지원합니다. ComfyUI는 Wan2.1-Fun-Control을 기본 지원합니다.
+
## Wan2.1-Fun-Control 소개
**Wan2.1-Fun-Control**은 알리바바 팀이 개발한 오픈소스 영상 생성 및 제어 프로젝트입니다. 혁신적인 Control Codes 메커니즘과 딥러닝, 다중 모달 조건 입력을 결합해 미리 설정된 제어 조건에 부합하는 고품질 영상을 생성합니다. 이 프로젝트는 특히 다중 모달 제어 조건을 통해 생성된 영상 콘텐츠를 정밀하게 유도하는 데 중점을 둡니다.
diff --git a/ko/tutorials/video/wan/wan-animate-2.mdx b/ko/tutorials/video/wan/wan-animate-2.mdx
index abaeec558a..1efb7fc2ee 100644
--- a/ko/tutorials/video/wan/wan-animate-2.mdx
+++ b/ko/tutorials/video/wan/wan-animate-2.mdx
@@ -1,6 +1,6 @@
---
title: "Wan Animate 2: 모션 전송"
-description: "Wan Animate 2로 드라이빙 비디오를 사용하여 정지된 캐릭터를 애니메이트하며, 포즈 추출이나 스켈레톤 전처리 없이 비디오 프레임에서 모션을 직접 전송합니다"
+description: "ComfyUI에서 Wan Animate 2로 정지 캐릭터를 애니메이션화하세요. 드라이빙 비디오에서 동작을 직접 전달하며 포즈 추출이나 스켈레톤 전처리가 필요 없습니다."
sidebarTitle: "Wan Animate 2"
translationSourceHash: ce924f2d
translationFrom: tutorials/video/wan/wan-animate-2.mdx
diff --git a/ko/tutorials/video/wan/wan-move.mdx b/ko/tutorials/video/wan/wan-move.mdx
index aa0cd26c4a..29afc1bc60 100644
--- a/ko/tutorials/video/wan/wan-move.mdx
+++ b/ko/tutorials/video/wan/wan-move.mdx
@@ -1,13 +1,13 @@
---
title: "ComfyUI Wan-Move 워크플로우 예시"
-description: "Wan-Move는 잠재적 궤적 안내를 통해 모션을 제어 가능한 비디오 생성 모델로, 이미지에서 비디오 생성 시 세밀한 포인트 단위의 모션 제어를 가능하게 합니다."
+description: "ComfyUI에서 Wan-Move로 모션 제어 영상을 생성하세요. 이미지에 점 궤적을 지정해 객체의 움직임을 유도하는 정밀한 이미지-비디오 생성입니다."
sidebarTitle: "Wan-Move"
-translationSourceHash: c6578cc3
+translationSourceHash: 6e632abd
translationFrom: tutorials/video/wan/wan-move.mdx
translationBlockHashes:
"_intro": 67a26359
"Wan-Move image-to-video workflow": 78aef00b
- "Model links": 25e1a28d
+ "Model links": 8e0ef166
---
diff --git a/manager/troubleshooting.mdx b/manager/troubleshooting.mdx
index 1ab3085598..995c6cc9f8 100644
--- a/manager/troubleshooting.mdx
+++ b/manager/troubleshooting.mdx
@@ -1,7 +1,7 @@
---
-title: "ComfyUI-Manager Troubleshooting"
+title: ComfyUI Manager Troubleshooting
sidebarTitle: Troubleshooting
-description: "ComfyUI-Manager troubleshooting: fixes for custom git executable paths in config.ini, Manager self-update failures, and install errors."
+description: "Fix common ComfyUI-Manager issues: custom git executable paths, database errors, update failures, and more."
---
## Common issues
diff --git a/tutorials/image/qwen/qwen-image-2512.mdx b/tutorials/image/qwen/qwen-image-2512.mdx
index 1691bebd8b..8b76187ff6 100644
--- a/tutorials/image/qwen/qwen-image-2512.mdx
+++ b/tutorials/image/qwen/qwen-image-2512.mdx
@@ -1,6 +1,6 @@
---
title: "Qwen-Image-2512 ComfyUI Native Workflow Example"
-description: "Qwen-Image-2512 is the December update of Qwen-Image's text-to-image foundational model, featuring enhanced human realism, finer natural detail, and improved text rendering."
+description: "Generate images with Qwen-Image-2512 in ComfyUI, the December update of Qwen-Image with enhanced human realism, finer natural detail, and better text rendering."
sidebarTitle: "Qwen-Image-2512"
---
diff --git a/tutorials/partner-nodes/bytedance/seedance-2-0.mdx b/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
index c9a2ac8039..919f96e692 100644
--- a/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
+++ b/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
@@ -1,7 +1,7 @@
---
title: "Seedance 2.0 - AI video generation"
-description: "Generate high-quality video from text, images, video, and audio with synced audio, consistent characters, and cinematic camera control using Seedance 2.0 in ComfyUI"
-sidebarTitle: "Seedance 2 0"
+description: "Generate video from text, images, video, and audio with Seedance 2.0 in ComfyUI: synced audio, consistent characters, and cinematic camera control."
+sidebarTitle: "Seedance 2.0"
---
import ReqHint from "/snippets/tutorials/partner-nodes/req-hint.mdx";
import UpdateReminder from "/snippets/tutorials/update-reminder.mdx";
diff --git a/tutorials/video/wan/fun-camera.mdx b/tutorials/video/wan/fun-camera.mdx
index 382cde45ee..b88729d889 100644
--- a/tutorials/video/wan/fun-camera.mdx
+++ b/tutorials/video/wan/fun-camera.mdx
@@ -6,6 +6,10 @@ sidebarTitle: "Wan2.1 Fun Camera"
import UpdateReminder from '/snippets/tutorials/update-reminder.mdx'
+Wan2.1 Fun Camera is a camera-motion video generation model from Alibaba's VideoX-Fun project, supported natively in ComfyUI. It generates videos whose camera movement follows your control conditions, so you can direct how the camera moves in the output instead of describing every shot in the prompt.
+
+The model is part of the Wan2.1-Fun family and ships in two sizes: the 1.3B version (about 19 GB) for lightweight local runs and the 14B version (about 47 GB) for higher-fidelity output. Both support multi-resolution video prediction at 512, 768, and 1024 pixels, are trained at 16 frames per second for up to 81 frames (about 5 seconds), and accept multilingual prompts. The weights are released under the Apache-2.0 license.
+
## About Wan2.1 Fun Camera
**Wan2.1 Fun Camera** is a video generation project launched by the Alibaba team, focusing on controlling video generation effects through camera motion.
diff --git a/tutorials/video/wan/fun-control.mdx b/tutorials/video/wan/fun-control.mdx
index 954de62400..25a2ef7742 100644
--- a/tutorials/video/wan/fun-control.mdx
+++ b/tutorials/video/wan/fun-control.mdx
@@ -6,6 +6,10 @@ sidebarTitle: "Wan2.1 Fun Control"
import UpdateReminder from "/snippets/tutorials/update-reminder.mdx";
+Wan2.1-Fun-Control is an open-source video generation model from Alibaba's VideoX-Fun project that follows preset control conditions instead of relying on prompt text alone. You can guide the output with Canny edge maps, depth maps, OpenPose skeletons, MLSD geometric edges, or point trajectories.
+
+The model ships in two sizes: the 1.3B version (about 19 GB) for lightweight local deployment with lower VRAM requirements, and the 14B version (about 47 GB of total model storage, with the diffusion weights at about 32.8 GB) for higher-quality results. Both support multi-resolution video prediction at 512, 768, and 1024 pixels, generate up to 81 frames (about 5 seconds) at 16 frames per second, and accept multilingual prompts. ComfyUI supports Wan2.1-Fun-Control natively.
+
## About Wan2.1-Fun-Control
**Wan2.1-Fun-Control** is an open-source video generation and control project developed by Alibaba team.
diff --git a/tutorials/video/wan/wan-animate-2.mdx b/tutorials/video/wan/wan-animate-2.mdx
index 8be9548ff6..736ead71e0 100644
--- a/tutorials/video/wan/wan-animate-2.mdx
+++ b/tutorials/video/wan/wan-animate-2.mdx
@@ -1,6 +1,6 @@
---
title: "Wan Animate 2: Motion Transfer"
-description: "Animate a still character using a driving video with Wan Animate 2, transferring motion directly from video frames without pose extraction or skeleton preprocessing"
+description: "Animate a still character with Wan Animate 2 in ComfyUI: transfer motion from a driving video directly, with no pose extraction or skeleton preprocessing."
sidebarTitle: "Wan Animate 2"
---
diff --git a/tutorials/video/wan/wan-move.mdx b/tutorials/video/wan/wan-move.mdx
index f9df77a750..4353f074b8 100644
--- a/tutorials/video/wan/wan-move.mdx
+++ b/tutorials/video/wan/wan-move.mdx
@@ -1,6 +1,6 @@
---
title: "ComfyUI Wan-Move Workflow Example"
-description: "Wan-Move is a motion-controllable video generation model via latent trajectory guidance, enabling fine-grained point-level motion control for image-to-video generation."
+description: "Generate motion-controllable video with Wan-Move in ComfyUI: guide object motion with point trajectories for precise image-to-video generation."
sidebarTitle: "Wan-Move"
---
diff --git a/zh/basic-concepts/dependencies.mdx b/zh/basic-concepts/dependencies.mdx
index cf56dedd5b..12bdc911f4 100644
--- a/zh/basic-concepts/dependencies.mdx
+++ b/zh/basic-concepts/dependencies.mdx
@@ -1,6 +1,6 @@
---
title: "依赖关系"
-description: "了解 ComfyUI 中的依赖关系"
+description: "了解 ComfyUI 工作流运行所依赖的内容：媒体素材、自定义节点、Python 依赖包和模型。"
icon: "file"
translationSourceHash: 1c6f96cc
translationFrom: basic-concepts/dependencies.mdx
diff --git a/zh/basic-concepts/links.mdx b/zh/basic-concepts/links.mdx
index 740a987dbe..df9c6371ab 100644
--- a/zh/basic-concepts/links.mdx
+++ b/zh/basic-concepts/links.mdx
@@ -1,6 +1,6 @@
---
-title: "连线"
-description: "了解 ComfyUI 中的连接线"
+title: "ComfyUI 连线：节点连接工作原理"
+description: "了解 ComfyUI 中节点之间的连线如何工作、如何更改连线渲染样式，以及如何使用 Reroute 节点保持复杂工作流的清晰整洁。"
icon: "share-nodes"
translationSourceHash: b41b3070
translationFrom: basic-concepts/links.mdx
diff --git a/zh/comfy-cli/getting-started.mdx b/zh/comfy-cli/getting-started.mdx
index 113bca071e..f98f15a8cb 100644
--- a/zh/comfy-cli/getting-started.mdx
+++ b/zh/comfy-cli/getting-started.mdx
@@ -1,5 +1,5 @@
---
-title: "入门"
+title: "Comfy CLI 入门"
description: "安装 comfy-cli，设置本地或云端路由，使用合作节点生成，并从终端运行工作流。"
translationSourceHash: a616d821
translationFrom: comfy-cli/getting-started.mdx
diff --git a/zh/comfy-cli/troubleshooting.mdx b/zh/comfy-cli/troubleshooting.mdx
index abf7638974..548801cd18 100644
--- a/zh/comfy-cli/troubleshooting.mdx
+++ b/zh/comfy-cli/troubleshooting.mdx
@@ -1,5 +1,5 @@
---
-title: "故障排查"
+title: "Comfy CLI 故障排查指南"
description: "Comfy CLI 故障排查指南，包括使用 CLI 命令前需先安装 git 等前置条件。"
translationSourceHash: 235db182
translationFrom: comfy-cli/troubleshooting.mdx
diff --git a/zh/custom-nodes/walkthrough.mdx b/zh/custom-nodes/walkthrough.mdx
index 996f4c8c2a..3c422264ab 100644
--- a/zh/custom-nodes/walkthrough.mdx
+++ b/zh/custom-nodes/walkthrough.mdx
@@ -1,11 +1,11 @@
---
-title: "快速入门"
-description: "自定义节点快速入门：逐步讲解 ComfyUI 后端节点设置，定义 CATEGORY、INPUT_TYPES 和 FUNCTION，注册节点、添加选项，以及构建客户端 JS 扩展。"
-translationSourceHash: b5e1196d
+title: "在 ComfyUI 中创建自定义节点"
+description: "在 ComfyUI 中创建自定义节点的分步指南：定义 CATEGORY、INPUT_TYPES 和 FUNCTION，注册节点，并构建客户端 JS 扩展。"
+translationSourceHash: 37645276
translationFrom: custom-nodes/walkthrough.mdx
translationBlockHashes:
"_intro": 511dfaae
- "Write a basic node": 3d326fbd
+ "Write a basic node": 5acd782d
"Add some options": f12afecf
"Tweak the UI": 566e9dcc
---
diff --git a/zh/development/overview.mdx b/zh/development/overview.mdx
index d3d4a18b31..631c4c4194 100644
--- a/zh/development/overview.mdx
+++ b/zh/development/overview.mdx
@@ -1,7 +1,7 @@
---
-title: "概述"
-description: "作为开发者使用 ComfyUI"
-translationSourceHash: 6fb45989
+title: "ComfyUI 开发者指南：SDK、服务器 API 与 Cloud API"
+description: "使用官方 Python 和 TypeScript SDK 基于 ComfyUI 构建应用，将其作为服务器运行，调用 Cloud API，或通过 MCP 连接 AI 代理。"
+translationSourceHash: 29b59dd3
translationFrom: development/overview.mdx
translationBlockHashes:
"_intro": 21d39346
@@ -10,11 +10,13 @@ translationBlockHashes:
"Cloud API": 80dab2ed
"Agent Tools / MCP": abe9d443
"Comfy CLI": 11578ce8
- "Custom Nodes": ef7496d1
- "Registry": 883b9485
+ "Develop Custom Nodes": 51cd210e
+ "Registry": cc46f1e1
---
+
+
ComfyUI 是一个模块化的 GenAI 推理引擎，可以部署为 API 服务器、通过接口调用、用自定义节点扩展，也能用命令行管理。根据你的需求选择下面的路径。
## 基于 ComfyUI 构建
@@ -67,10 +69,39 @@ ComfyUI 是一个模块化的 GenAI 推理引擎，可以部署为 API 服务器
另见：[CLI 参考](/zh/comfy-cli/reference) · [故障排除](/zh/comfy-cli/troubleshooting)
-## 自定义节点
+## 开发自定义节点
+
+自定义节点让你可以通过 Python 后端、JavaScript UI 组件和外部集成来扩展 ComfyUI。这是为 ComfyUI 生态做贡献最强大的方式之一。
+
+
+
+ 自定义节点新手？了解节点结构、发布方法和最佳实践。
+
+ 关键页面：教程 · v3 迁移指南
+
+
+
+ 构建自定义节点的服务端。涵盖数据类型、图像与遮罩处理、惰性求值、张量操作等。
+
+ 关键页面：数据类型 · 图像与遮罩 · 惰性求值 · 节点扩展示例
+
-通过 Python 后端、JavaScript UI 扩展和集成来扩展 ComfyUI。从[自定义节点概述](/zh/custom-nodes/overview)开始。
+
+ 为节点添加自定义 UI 组件、侧边栏标签页、快捷键和对话框，完全掌控 ComfyUI 的前端。
+
+ 关键页面：钩子（Hooks） · 侧边栏标签页 · 命令与快捷键 · 示例代码
+
+
+
+
+另见：国际化（i18n）
## 注册表（Registry）
-通过 Comfy 注册表打包和发布自定义节点。从[注册表概述](/zh/registry/overview)或[发布教程](/zh/registry/publishing)开始。
+通过 Comfy 注册表发布和管理你的自定义节点。注册表为社区提供版本控制、安全扫描和节点发现能力。
+
+
+ 注册为发布者、发布你的第一个节点、认领已有节点，并配置 CI/CD 实现自动化发布。
+
+
+另见：[发布教程](/zh/registry/publishing) · [标准](/zh/registry/standards) · [CI/CD](/zh/registry/cicd) · [规范](/zh/registry/specifications)
diff --git a/zh/manager/troubleshooting.mdx b/zh/manager/troubleshooting.mdx
index c2b48ec88b..6b2f913e86 100644
--- a/zh/manager/troubleshooting.mdx
+++ b/zh/manager/troubleshooting.mdx
@@ -1,7 +1,7 @@
---
-title: "ComfyUI-Manager 故障排除"
+title: ComfyUI Manager 故障排除
sidebarTitle: 故障排除
-description: "ComfyUI-Manager 故障排除：修复 config.ini 中的自定义 git 可执行文件路径、Manager 自更新失败和安装错误。"
+description: 解决常见的 ComfyUI-Manager 问题，包括自定义 git 可执行文件路径、数据库错误、更新失败等。
translationSourceHash: 574d8622
translationFrom: manager/troubleshooting.mdx
translationBlockHashes:
diff --git a/zh/tutorials/image/qwen/qwen-image-2512.mdx b/zh/tutorials/image/qwen/qwen-image-2512.mdx
index 7f70501592..f4142abc56 100644
--- a/zh/tutorials/image/qwen/qwen-image-2512.mdx
+++ b/zh/tutorials/image/qwen/qwen-image-2512.mdx
@@ -1,6 +1,6 @@
---
title: "Qwen-Image-2512 ComfyUI 原生工作流示例"
-description: "Qwen-Image-2512 是 Qwen-Image 文生图基础模型的 12 月更新版本，具有增强的人物真实感、更精细的自然细节和改进的文字渲染能力。"
+description: "在 ComfyUI 中使用 Qwen-Image-2512 生成图像。它是 Qwen-Image 的 12 月更新版本，人物真实感、自然细节和文字渲染能力均有提升。"
sidebarTitle: "Qwen-Image-2512"
translationSourceHash: 26d99ccd
translationFrom: tutorials/image/qwen/qwen-image-2512.mdx
diff --git a/zh/tutorials/partner-nodes/bytedance/seedance-2-0.mdx b/zh/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
index 9ade30db69..374a7d72cd 100644
--- a/zh/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
+++ b/zh/tutorials/partner-nodes/bytedance/seedance-2-0.mdx
@@ -1,6 +1,6 @@
---
title: "Seedance 2.0 - AI 视频生成"
-description: "在 ComfyUI 中使用 Seedance 2.0，通过文本、图像、视频和音频生成高质量视频，支持同步音频、角色一致性和电影级摄像机控制"
+description: "在 ComfyUI 中使用 Seedance 2.0 从文本、图片、视频和音频生成视频，支持音画同步、角色一致性和电影级运镜控制。"
sidebarTitle: "Seedance 2.0"
translationSourceHash: 9b943d76
translationFrom: tutorials/partner-nodes/bytedance/seedance-2-0.mdx
diff --git a/zh/tutorials/video/wan/fun-camera.mdx b/zh/tutorials/video/wan/fun-camera.mdx
index 2494154ac9..3e17063a79 100644
--- a/zh/tutorials/video/wan/fun-camera.mdx
+++ b/zh/tutorials/video/wan/fun-camera.mdx
@@ -2,12 +2,13 @@
title: "ComfyUI Wan2.1 Fun Camera 官方原生示例"
description: "本文介绍了如何在 ComfyUI 中使用 Wan2.1 Fun Camera 完成视频生成"
sidebarTitle: "Wan2.1 Fun Camera"
-translationSourceHash: 668d4d88
+translationSourceHash: f2b906a8
translationFrom: tutorials/video/wan/fun-camera.mdx
translationBlockHashes:
- "_intro": 3e9c5a21
+ "_intro": 59d5e57d
"About Wan2.1 Fun Camera": 98c0ae00
- "Model Installation": 8b2c147b
+ "Model Installation": 65ab0da5
+ "ComfyUI Wan2.1 Fun Camera 1.3B Workflow": 4ddf8882
"ComfyUI Wan2.1 Fun Camera 14B Workflow": ea99a5f1
"Performance Reference": 2dc2f8f0
---
@@ -15,6 +16,10 @@ translationBlockHashes:
import UpdateReminder from '/snippets/zh/tutorials/update-reminder.mdx'
+Wan2.1 Fun Camera 是阿里巴巴 VideoX-Fun 项目推出的镜头运动视频生成模型，ComfyUI 现已原生支持。你可以通过控制条件指定视频中的镜头运动方式，无需在提示词中逐一描述每个镜头。
+
+该模型属于 Wan2.1-Fun 系列，提供两种规格：1.3B 版本（约 19 GB）适合轻量本地部署，14B 版本（约 47 GB）输出质量更高。两个版本均支持 512、768 和 1024 分辨率的多分辨率视频预测，以每秒 16 帧训练、最长 81 帧（约 5 秒），并支持多语言提示词。模型权重基于 Apache-2.0 许可发布。
+
## 关于 Wan2.1 Fun Camera
**Wan2.1 Fun Camera** 是阿里团队推出的视频生成项目，专注于通过摄像机运动来控制视频生成效果。
diff --git a/zh/tutorials/video/wan/fun-control.mdx b/zh/tutorials/video/wan/fun-control.mdx
index e1c0fc9659..6d12926487 100644
--- a/zh/tutorials/video/wan/fun-control.mdx
+++ b/zh/tutorials/video/wan/fun-control.mdx
@@ -2,12 +2,12 @@
title: "ComfyUI Wan2.1 Fun Control 视频示例"
description: "本文介绍了如何在 ComfyUI 中完成 Wan2.1 Fun Control 使用控制视频来完成视频生成的示例"
sidebarTitle: "Wan2.1 Fun Control"
-translationSourceHash: 4359b641
+translationSourceHash: 8b293934
translationFrom: tutorials/video/wan/fun-control.mdx
translationBlockHashes:
- "_intro": 9efc0241
+ "_intro": b7cb8b6d
"About Wan2.1-Fun-Control": 2e562079
- "Model Installation": aee3a183
+ "Model Installation": 6ee9c5c6
"ComfyUI Native Workflow": 01fc65b5
"Workflow Using Custom Nodes": 8f081a21
"Usage Tips": 9e74c201
@@ -15,6 +15,10 @@ translationBlockHashes:
import UpdateReminder from '/snippets/zh/tutorials/update-reminder.mdx'
+Wan2.1-Fun-Control 是阿里巴巴 VideoX-Fun 项目推出的开源视频生成与控制模型，能够按照预设的控制条件生成视频，而不是仅依赖提示词。你可以使用 Canny 边缘、深度图、OpenPose 姿态、MLSD 几何边缘或点轨迹来控制生成结果。
+
+模型提供两种规格：1.3B 版本（约 19 GB）适合轻量本地部署，显存占用更低；14B 版本（模型总存储约 47 GB，diffusion 权重约 32.8 GB）生成质量更高。两个版本均支持 512、768 和 1024 分辨率的多分辨率视频预测，以每秒 16 帧生成最长 81 帧（约 5 秒），并支持多语言提示词。ComfyUI 已原生支持 Wan2.1-Fun-Control。
+
## 关于 Wan2.1-Fun-Control
**Wan2.1-Fun-Control** 是由阿里巴巴团队开发的开源视频生成与控制项目。它引入了创新的控制代码（Control Codes）机制，结合深度学习和多模态条件输入，能够生成符合预设控制条件的高质量视频。该项目专注于通过多模态控制条件对生成的视频内容进行精准引导。
diff --git a/zh/tutorials/video/wan/wan-animate-2.mdx b/zh/tutorials/video/wan/wan-animate-2.mdx
index 85eea2eea8..97252aa569 100644
--- a/zh/tutorials/video/wan/wan-animate-2.mdx
+++ b/zh/tutorials/video/wan/wan-animate-2.mdx
@@ -1,6 +1,6 @@
---
title: "Wan Animate 2：动作迁移"
-description: "使用 Wan Animate 2 通过驱动视频让静态角色动起来，直接从视频帧迁移动作，无需姿态提取或骨骼预处理"
+description: "在 ComfyUI 中使用 Wan Animate 2 让静态角色动起来：直接从驱动视频迁移动作，无需姿态提取或骨骼预处理。"
sidebarTitle: "Wan Animate 2"
translationSourceHash: ce924f2d
translationFrom: tutorials/video/wan/wan-animate-2.mdx
diff --git a/zh/tutorials/video/wan/wan-move.mdx b/zh/tutorials/video/wan/wan-move.mdx
index 0174761ba5..310abd03e8 100644
--- a/zh/tutorials/video/wan/wan-move.mdx
+++ b/zh/tutorials/video/wan/wan-move.mdx
@@ -1,6 +1,6 @@
---
title: "ComfyUI Wan-Move 工作流示例"
-description: "Wan-Move 是一个通过潜在轨迹引导实现运动可控视频生成的模型，支持图像到视频生成的精细点级运动控制。"
+description: "在 ComfyUI 中使用 Wan-Move 生成运动可控视频：在图像上指定点轨迹即可引导物体运动，实现精确的图生视频。"
sidebarTitle: "Wan-Move"
translationSourceHash: 6e632abd
translationFrom: tutorials/video/wan/wan-move.mdx