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Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>

.claude/settings.json

@@ -0,0 +1,9 @@
+{
+  "enabledPlugins": {
+    "feature-dev@claude-plugins-official": true,
+    "context7@claude-plugins-official": true,
+    "typescript-lsp@claude-plugins-official": true,
+    "pyright-lsp@claude-plugins-official": true,
+    "ralph-loop@claude-plugins-official": true
+  }
+}

.claude/settings.json.example

@@ -1,19 +0,0 @@
-{
-    "permissions": {
-      "allow": [],
-      "deny": []
-    },
-    "env": {
-      "__comment": "Environment variables for MCP servers. Override in .claude/settings.local.json with actual values.",
-      "GITHUB_PERSONAL_ACCESS_TOKEN": "ghp_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
-    },
-    "enabledMcpjsonServers": [
-      "context7",
-      "sequential-thinking",
-      "github",
-      "fetch",
-      "playwright",
-      "ide"
-    ],
-    "enableAllProjectMcpServers": true
-  }

.claude/skills/component-refactoring/SKILL.md

@@ -0,0 +1,483 @@
+---
+name: component-refactoring
+description: Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component --json` shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction, or when `pnpm analyze-component` warns to refactor before testing; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.
+---
+
+# Dify Component Refactoring Skill
+
+Refactor high-complexity React components in the Dify frontend codebase with the patterns and workflow below.
+
+> **Complexity Threshold**: Components with complexity > 50 (measured by `pnpm analyze-component`) should be refactored before testing.
+
+## Quick Reference
+
+### Commands (run from `web/`)
+
+Use paths relative to `web/` (e.g., `app/components/...`).
+Use `refactor-component` for refactoring prompts and `analyze-component` for testing prompts and metrics.
+
+```bash
+cd web
+
+# Generate refactoring prompt
+pnpm refactor-component <path>
+
+# Output refactoring analysis as JSON
+pnpm refactor-component <path> --json
+
+# Generate testing prompt (after refactoring)
+pnpm analyze-component <path>
+
+# Output testing analysis as JSON
+pnpm analyze-component <path> --json
+```
+
+### Complexity Analysis
+
+```bash
+# Analyze component complexity
+pnpm analyze-component <path> --json
+
+# Key metrics to check:
+# - complexity: normalized score 0-100 (target < 50)
+# - maxComplexity: highest single function complexity
+# - lineCount: total lines (target < 300)
+```
+
+### Complexity Score Interpretation
+
+| Score | Level | Action |
+|-------|-------|--------|
+| 0-25 | 🟢 Simple | Ready for testing |
+| 26-50 | 🟡 Medium | Consider minor refactoring |
+| 51-75 | 🟠 Complex | **Refactor before testing** |
+| 76-100 | 🔴 Very Complex | **Must refactor** |
+
+## Core Refactoring Patterns
+
+### Pattern 1: Extract Custom Hooks
+
+**When**: Component has complex state management, multiple `useState`/`useEffect`, or business logic mixed with UI.
+
+**Dify Convention**: Place hooks in a `hooks/` subdirectory or alongside the component as `use-<feature>.ts`.
+
+```typescript
+// ❌ Before: Complex state logic in component
+const Configuration: FC = () => {
+  const [modelConfig, setModelConfig] = useState<ModelConfig>(...)
+  const [datasetConfigs, setDatasetConfigs] = useState<DatasetConfigs>(...)
+  const [completionParams, setCompletionParams] = useState<FormValue>({})
+  
+  // 50+ lines of state management logic...
+  
+  return <div>...</div>
+}
+
+// ✅ After: Extract to custom hook
+// hooks/use-model-config.ts
+export const useModelConfig = (appId: string) => {
+  const [modelConfig, setModelConfig] = useState<ModelConfig>(...)
+  const [completionParams, setCompletionParams] = useState<FormValue>({})
+  
+  // Related state management logic here
+  
+  return { modelConfig, setModelConfig, completionParams, setCompletionParams }
+}
+
+// Component becomes cleaner
+const Configuration: FC = () => {
+  const { modelConfig, setModelConfig } = useModelConfig(appId)
+  return <div>...</div>
+}
+```
+
+**Dify Examples**:
+- `web/app/components/app/configuration/hooks/use-advanced-prompt-config.ts`
+- `web/app/components/app/configuration/debug/hooks.tsx`
+- `web/app/components/workflow/hooks/use-workflow.ts`
+
+### Pattern 2: Extract Sub-Components
+
+**When**: Single component has multiple UI sections, conditional rendering blocks, or repeated patterns.
+
+**Dify Convention**: Place sub-components in subdirectories or as separate files in the same directory.
+
+```typescript
+// ❌ Before: Monolithic JSX with multiple sections
+const AppInfo = () => {
+  return (
+    <div>
+      {/* 100 lines of header UI */}
+      {/* 100 lines of operations UI */}
+      {/* 100 lines of modals */}
+    </div>
+  )
+}
+
+// ✅ After: Split into focused components
+// app-info/
+//   ├── index.tsx           (orchestration only)
+//   ├── app-header.tsx      (header UI)
+//   ├── app-operations.tsx  (operations UI)
+//   └── app-modals.tsx      (modal management)
+
+const AppInfo = () => {
+  const { showModal, setShowModal } = useAppInfoModals()
+  
+  return (
+    <div>
+      <AppHeader appDetail={appDetail} />
+      <AppOperations onAction={handleAction} />
+      <AppModals show={showModal} onClose={() => setShowModal(null)} />
+    </div>
+  )
+}
+```
+
+**Dify Examples**:
+- `web/app/components/app/configuration/` directory structure
+- `web/app/components/workflow/nodes/` per-node organization
+
+### Pattern 3: Simplify Conditional Logic
+
+**When**: Deep nesting (> 3 levels), complex ternaries, or multiple `if/else` chains.
+
+```typescript
+// ❌ Before: Deeply nested conditionals
+const Template = useMemo(() => {
+  if (appDetail?.mode === AppModeEnum.CHAT) {
+    switch (locale) {
+      case LanguagesSupported[1]:
+        return <TemplateChatZh />
+      case LanguagesSupported[7]:
+        return <TemplateChatJa />
+      default:
+        return <TemplateChatEn />
+    }
+  }
+  if (appDetail?.mode === AppModeEnum.ADVANCED_CHAT) {
+    // Another 15 lines...
+  }
+  // More conditions...
+}, [appDetail, locale])
+
+// ✅ After: Use lookup tables + early returns
+const TEMPLATE_MAP = {
+  [AppModeEnum.CHAT]: {
+    [LanguagesSupported[1]]: TemplateChatZh,
+    [LanguagesSupported[7]]: TemplateChatJa,
+    default: TemplateChatEn,
+  },
+  [AppModeEnum.ADVANCED_CHAT]: {
+    [LanguagesSupported[1]]: TemplateAdvancedChatZh,
+    // ...
+  },
+}
+
+const Template = useMemo(() => {
+  const modeTemplates = TEMPLATE_MAP[appDetail?.mode]
+  if (!modeTemplates) return null
+  
+  const TemplateComponent = modeTemplates[locale] || modeTemplates.default
+  return <TemplateComponent appDetail={appDetail} />
+}, [appDetail, locale])
+```
+
+### Pattern 4: Extract API/Data Logic
+
+**When**: Component directly handles API calls, data transformation, or complex async operations.
+
+**Dify Convention**: Use `@tanstack/react-query` hooks from `web/service/use-*.ts` or create custom data hooks.
+
+```typescript
+// ❌ Before: API logic in component
+const MCPServiceCard = () => {
+  const [basicAppConfig, setBasicAppConfig] = useState({})
+  
+  useEffect(() => {
+    if (isBasicApp && appId) {
+      (async () => {
+        const res = await fetchAppDetail({ url: '/apps', id: appId })
+        setBasicAppConfig(res?.model_config || {})
+      })()
+    }
+  }, [appId, isBasicApp])
+  
+  // More API-related logic...
+}
+
+// ✅ After: Extract to data hook using React Query
+// use-app-config.ts
+import { useQuery } from '@tanstack/react-query'
+import { get } from '@/service/base'
+
+const NAME_SPACE = 'appConfig'
+
+export const useAppConfig = (appId: string, isBasicApp: boolean) => {
+  return useQuery({
+    enabled: isBasicApp && !!appId,
+    queryKey: [NAME_SPACE, 'detail', appId],
+    queryFn: () => get<AppDetailResponse>(`/apps/${appId}`),
+    select: data => data?.model_config || {},
+  })
+}
+
+// Component becomes cleaner
+const MCPServiceCard = () => {
+  const { data: config, isLoading } = useAppConfig(appId, isBasicApp)
+  // UI only
+}
+```
+
+**React Query Best Practices in Dify**:
+- Define `NAME_SPACE` for query key organization
+- Use `enabled` option for conditional fetching
+- Use `select` for data transformation
+- Export invalidation hooks: `useInvalidXxx`
+
+**Dify Examples**:
+- `web/service/use-workflow.ts`
+- `web/service/use-common.ts`
+- `web/service/knowledge/use-dataset.ts`
+- `web/service/knowledge/use-document.ts`
+
+### Pattern 5: Extract Modal/Dialog Management
+
+**When**: Component manages multiple modals with complex open/close states.
+
+**Dify Convention**: Modals should be extracted with their state management.
+
+```typescript
+// ❌ Before: Multiple modal states in component
+const AppInfo = () => {
+  const [showEditModal, setShowEditModal] = useState(false)
+  const [showDuplicateModal, setShowDuplicateModal] = useState(false)
+  const [showConfirmDelete, setShowConfirmDelete] = useState(false)
+  const [showSwitchModal, setShowSwitchModal] = useState(false)
+  const [showImportDSLModal, setShowImportDSLModal] = useState(false)
+  // 5+ more modal states...
+}
+
+// ✅ After: Extract to modal management hook
+type ModalType = 'edit' | 'duplicate' | 'delete' | 'switch' | 'import' | null
+
+const useAppInfoModals = () => {
+  const [activeModal, setActiveModal] = useState<ModalType>(null)
+  
+  const openModal = useCallback((type: ModalType) => setActiveModal(type), [])
+  const closeModal = useCallback(() => setActiveModal(null), [])
+  
+  return {
+    activeModal,
+    openModal,
+    closeModal,
+    isOpen: (type: ModalType) => activeModal === type,
+  }
+}
+```
+
+### Pattern 6: Extract Form Logic
+
+**When**: Complex form validation, submission handling, or field transformation.
+
+**Dify Convention**: Use `@tanstack/react-form` patterns from `web/app/components/base/form/`.
+
+```typescript
+// ✅ Use existing form infrastructure
+import { useAppForm } from '@/app/components/base/form'
+
+const ConfigForm = () => {
+  const form = useAppForm({
+    defaultValues: { name: '', description: '' },
+    onSubmit: handleSubmit,
+  })
+  
+  return <form.Provider>...</form.Provider>
+}
+```
+
+## Dify-Specific Refactoring Guidelines
+
+### 1. Context Provider Extraction
+
+**When**: Component provides complex context values with multiple states.
+
+```typescript
+// ❌ Before: Large context value object
+const value = {
+  appId, isAPIKeySet, isTrailFinished, mode, modelModeType,
+  promptMode, isAdvancedMode, isAgent, isOpenAI, isFunctionCall,
+  // 50+ more properties...
+}
+return <ConfigContext.Provider value={value}>...</ConfigContext.Provider>
+
+// ✅ After: Split into domain-specific contexts
+<ModelConfigProvider value={modelConfigValue}>
+  <DatasetConfigProvider value={datasetConfigValue}>
+    <UIConfigProvider value={uiConfigValue}>
+      {children}
+    </UIConfigProvider>
+  </DatasetConfigProvider>
+</ModelConfigProvider>
+```
+
+**Dify Reference**: `web/context/` directory structure
+
+### 2. Workflow Node Components
+
+**When**: Refactoring workflow node components (`web/app/components/workflow/nodes/`).
+
+**Conventions**:
+- Keep node logic in `use-interactions.ts`
+- Extract panel UI to separate files
+- Use `_base` components for common patterns
+
+```
+nodes/<node-type>/
+  ├── index.tsx              # Node registration
+  ├── node.tsx               # Node visual component
+  ├── panel.tsx              # Configuration panel
+  ├── use-interactions.ts    # Node-specific hooks
+  └── types.ts               # Type definitions
+```
+
+### 3. Configuration Components
+
+**When**: Refactoring app configuration components.
+
+**Conventions**:
+- Separate config sections into subdirectories
+- Use existing patterns from `web/app/components/app/configuration/`
+- Keep feature toggles in dedicated components
+
+### 4. Tool/Plugin Components
+
+**When**: Refactoring tool-related components (`web/app/components/tools/`).
+
+**Conventions**:
+- Follow existing modal patterns
+- Use service hooks from `web/service/use-tools.ts`
+- Keep provider-specific logic isolated
+
+## Refactoring Workflow
+
+### Step 1: Generate Refactoring Prompt
+
+```bash
+pnpm refactor-component <path>
+```
+
+This command will:
+- Analyze component complexity and features
+- Identify specific refactoring actions needed
+- Generate a prompt for AI assistant (auto-copied to clipboard on macOS)
+- Provide detailed requirements based on detected patterns
+
+### Step 2: Analyze Details
+
+```bash
+pnpm analyze-component <path> --json
+```
+
+Identify:
+- Total complexity score
+- Max function complexity
+- Line count
+- Features detected (state, effects, API, etc.)
+
+### Step 3: Plan
+
+Create a refactoring plan based on detected features:
+
+| Detected Feature | Refactoring Action |
+|------------------|-------------------|
+| `hasState: true` + `hasEffects: true` | Extract custom hook |
+| `hasAPI: true` | Extract data/service hook |
+| `hasEvents: true` (many) | Extract event handlers |
+| `lineCount > 300` | Split into sub-components |
+| `maxComplexity > 50` | Simplify conditional logic |
+
+### Step 4: Execute Incrementally
+
+1. **Extract one piece at a time**
+2. **Run lint, type-check, and tests after each extraction**
+3. **Verify functionality before next step**
+
+```
+For each extraction:
+  ┌────────────────────────────────────────┐
+  │ 1. Extract code                        │
+  │ 2. Run: pnpm lint:fix                  │
+  │ 3. Run: pnpm type-check:tsgo           │
+  │ 4. Run: pnpm test                      │
+  │ 5. Test functionality manually         │
+  │ 6. PASS? → Next extraction             │
+  │    FAIL? → Fix before continuing       │
+  └────────────────────────────────────────┘
+```
+
+### Step 5: Verify
+
+After refactoring:
+
+```bash
+# Re-run refactor command to verify improvements
+pnpm refactor-component <path>
+
+# If complexity < 25 and lines < 200, you'll see:
+# ✅ COMPONENT IS WELL-STRUCTURED
+
+# For detailed metrics:
+pnpm analyze-component <path> --json
+
+# Target metrics:
+# - complexity < 50
+# - lineCount < 300
+# - maxComplexity < 30
+```
+
+## Common Mistakes to Avoid
+
+### ❌ Over-Engineering
+
+```typescript
+// ❌ Too many tiny hooks
+const useButtonText = () => useState('Click')
+const useButtonDisabled = () => useState(false)
+const useButtonLoading = () => useState(false)
+
+// ✅ Cohesive hook with related state
+const useButtonState = () => {
+  const [text, setText] = useState('Click')
+  const [disabled, setDisabled] = useState(false)
+  const [loading, setLoading] = useState(false)
+  return { text, setText, disabled, setDisabled, loading, setLoading }
+}
+```
+
+### ❌ Breaking Existing Patterns
+
+- Follow existing directory structures
+- Maintain naming conventions
+- Preserve export patterns for compatibility
+
+### ❌ Premature Abstraction
+
+- Only extract when there's clear complexity benefit
+- Don't create abstractions for single-use code
+- Keep refactored code in the same domain area
+
+## References
+
+### Dify Codebase Examples
+
+- **Hook extraction**: `web/app/components/app/configuration/hooks/`
+- **Component splitting**: `web/app/components/app/configuration/`
+- **Service hooks**: `web/service/use-*.ts`
+- **Workflow patterns**: `web/app/components/workflow/hooks/`
+- **Form patterns**: `web/app/components/base/form/`
+
+### Related Skills
+
+- `frontend-testing` - For testing refactored components
+- `web/testing/testing.md` - Testing specification

.claude/skills/component-refactoring/references/complexity-patterns.md

@@ -0,0 +1,493 @@
+# Complexity Reduction Patterns
+
+This document provides patterns for reducing cognitive complexity in Dify React components.
+
+## Understanding Complexity
+
+### SonarJS Cognitive Complexity
+
+The `pnpm analyze-component` tool uses SonarJS cognitive complexity metrics:
+
+- **Total Complexity**: Sum of all functions' complexity in the file
+- **Max Complexity**: Highest single function complexity
+
+### What Increases Complexity
+
+| Pattern | Complexity Impact |
+|---------|-------------------|
+| `if/else` | +1 per branch |
+| Nested conditions | +1 per nesting level |
+| `switch/case` | +1 per case |
+| `for/while/do` | +1 per loop |
+| `&&`/`||` chains | +1 per operator |
+| Nested callbacks | +1 per nesting level |
+| `try/catch` | +1 per catch |
+| Ternary expressions | +1 per nesting |
+
+## Pattern 1: Replace Conditionals with Lookup Tables
+
+**Before** (complexity: ~15):
+
+```typescript
+const Template = useMemo(() => {
+  if (appDetail?.mode === AppModeEnum.CHAT) {
+    switch (locale) {
+      case LanguagesSupported[1]:
+        return <TemplateChatZh appDetail={appDetail} />
+      case LanguagesSupported[7]:
+        return <TemplateChatJa appDetail={appDetail} />
+      default:
+        return <TemplateChatEn appDetail={appDetail} />
+    }
+  }
+  if (appDetail?.mode === AppModeEnum.ADVANCED_CHAT) {
+    switch (locale) {
+      case LanguagesSupported[1]:
+        return <TemplateAdvancedChatZh appDetail={appDetail} />
+      case LanguagesSupported[7]:
+        return <TemplateAdvancedChatJa appDetail={appDetail} />
+      default:
+        return <TemplateAdvancedChatEn appDetail={appDetail} />
+    }
+  }
+  if (appDetail?.mode === AppModeEnum.WORKFLOW) {
+    // Similar pattern...
+  }
+  return null
+}, [appDetail, locale])
+```
+
+**After** (complexity: ~3):
+
+```typescript
+// Define lookup table outside component
+const TEMPLATE_MAP: Record<AppModeEnum, Record<string, FC<TemplateProps>>> = {
+  [AppModeEnum.CHAT]: {
+    [LanguagesSupported[1]]: TemplateChatZh,
+    [LanguagesSupported[7]]: TemplateChatJa,
+    default: TemplateChatEn,
+  },
+  [AppModeEnum.ADVANCED_CHAT]: {
+    [LanguagesSupported[1]]: TemplateAdvancedChatZh,
+    [LanguagesSupported[7]]: TemplateAdvancedChatJa,
+    default: TemplateAdvancedChatEn,
+  },
+  [AppModeEnum.WORKFLOW]: {
+    [LanguagesSupported[1]]: TemplateWorkflowZh,
+    [LanguagesSupported[7]]: TemplateWorkflowJa,
+    default: TemplateWorkflowEn,
+  },
+  // ...
+}
+
+// Clean component logic
+const Template = useMemo(() => {
+  if (!appDetail?.mode) return null
+  
+  const templates = TEMPLATE_MAP[appDetail.mode]
+  if (!templates) return null
+  
+  const TemplateComponent = templates[locale] ?? templates.default
+  return <TemplateComponent appDetail={appDetail} />
+}, [appDetail, locale])
+```
+
+## Pattern 2: Use Early Returns
+
+**Before** (complexity: ~10):
+
+```typescript
+const handleSubmit = () => {
+  if (isValid) {
+    if (hasChanges) {
+      if (isConnected) {
+        submitData()
+      } else {
+        showConnectionError()
+      }
+    } else {
+      showNoChangesMessage()
+    }
+  } else {
+    showValidationError()
+  }
+}
+```
+
+**After** (complexity: ~4):
+
+```typescript
+const handleSubmit = () => {
+  if (!isValid) {
+    showValidationError()
+    return
+  }
+  
+  if (!hasChanges) {
+    showNoChangesMessage()
+    return
+  }
+  
+  if (!isConnected) {
+    showConnectionError()
+    return
+  }
+  
+  submitData()
+}
+```
+
+## Pattern 3: Extract Complex Conditions
+
+**Before** (complexity: high):
+
+```typescript
+const canPublish = (() => {
+  if (mode !== AppModeEnum.COMPLETION) {
+    if (!isAdvancedMode)
+      return true
+
+    if (modelModeType === ModelModeType.completion) {
+      if (!hasSetBlockStatus.history || !hasSetBlockStatus.query)
+        return false
+      return true
+    }
+    return true
+  }
+  return !promptEmpty
+})()
+```
+
+**After** (complexity: lower):
+
+```typescript
+// Extract to named functions
+const canPublishInCompletionMode = () => !promptEmpty
+
+const canPublishInChatMode = () => {
+  if (!isAdvancedMode) return true
+  if (modelModeType !== ModelModeType.completion) return true
+  return hasSetBlockStatus.history && hasSetBlockStatus.query
+}
+
+// Clean main logic
+const canPublish = mode === AppModeEnum.COMPLETION
+  ? canPublishInCompletionMode()
+  : canPublishInChatMode()
+```
+
+## Pattern 4: Replace Chained Ternaries
+
+**Before** (complexity: ~5):
+
+```typescript
+const statusText = serverActivated
+  ? t('status.running')
+  : serverPublished
+    ? t('status.inactive')
+    : appUnpublished
+      ? t('status.unpublished')
+      : t('status.notConfigured')
+```
+
+**After** (complexity: ~2):
+
+```typescript
+const getStatusText = () => {
+  if (serverActivated) return t('status.running')
+  if (serverPublished) return t('status.inactive')
+  if (appUnpublished) return t('status.unpublished')
+  return t('status.notConfigured')
+}
+
+const statusText = getStatusText()
+```
+
+Or use lookup:
+
+```typescript
+const STATUS_TEXT_MAP = {
+  running: 'status.running',
+  inactive: 'status.inactive',
+  unpublished: 'status.unpublished',
+  notConfigured: 'status.notConfigured',
+} as const
+
+const getStatusKey = (): keyof typeof STATUS_TEXT_MAP => {
+  if (serverActivated) return 'running'
+  if (serverPublished) return 'inactive'
+  if (appUnpublished) return 'unpublished'
+  return 'notConfigured'
+}
+
+const statusText = t(STATUS_TEXT_MAP[getStatusKey()])
+```
+
+## Pattern 5: Flatten Nested Loops
+
+**Before** (complexity: high):
+
+```typescript
+const processData = (items: Item[]) => {
+  const results: ProcessedItem[] = []
+  
+  for (const item of items) {
+    if (item.isValid) {
+      for (const child of item.children) {
+        if (child.isActive) {
+          for (const prop of child.properties) {
+            if (prop.value !== null) {
+              results.push({
+                itemId: item.id,
+                childId: child.id,
+                propValue: prop.value,
+              })
+            }
+          }
+        }
+      }
+    }
+  }
+  
+  return results
+}
+```
+
+**After** (complexity: lower):
+
+```typescript
+// Use functional approach
+const processData = (items: Item[]) => {
+  return items
+    .filter(item => item.isValid)
+    .flatMap(item =>
+      item.children
+        .filter(child => child.isActive)
+        .flatMap(child =>
+          child.properties
+            .filter(prop => prop.value !== null)
+            .map(prop => ({
+              itemId: item.id,
+              childId: child.id,
+              propValue: prop.value,
+            }))
+        )
+    )
+}
+```
+
+## Pattern 6: Extract Event Handler Logic
+
+**Before** (complexity: high in component):
+
+```typescript
+const Component = () => {
+  const handleSelect = (data: DataSet[]) => {
+    if (isEqual(data.map(item => item.id), dataSets.map(item => item.id))) {
+      hideSelectDataSet()
+      return
+    }
+
+    formattingChangedDispatcher()
+    let newDatasets = data
+    if (data.find(item => !item.name)) {
+      const newSelected = produce(data, (draft) => {
+        data.forEach((item, index) => {
+          if (!item.name) {
+            const newItem = dataSets.find(i => i.id === item.id)
+            if (newItem)
+              draft[index] = newItem
+          }
+        })
+      })
+      setDataSets(newSelected)
+      newDatasets = newSelected
+    }
+    else {
+      setDataSets(data)
+    }
+    hideSelectDataSet()
+    
+    // 40 more lines of logic...
+  }
+  
+  return <div>...</div>
+}
+```
+
+**After** (complexity: lower):
+
+```typescript
+// Extract to hook or utility
+const useDatasetSelection = (dataSets: DataSet[], setDataSets: SetState<DataSet[]>) => {
+  const normalizeSelection = (data: DataSet[]) => {
+    const hasUnloadedItem = data.some(item => !item.name)
+    if (!hasUnloadedItem) return data
+    
+    return produce(data, (draft) => {
+      data.forEach((item, index) => {
+        if (!item.name) {
+          const existing = dataSets.find(i => i.id === item.id)
+          if (existing) draft[index] = existing
+        }
+      })
+    })
+  }
+  
+  const hasSelectionChanged = (newData: DataSet[]) => {
+    return !isEqual(
+      newData.map(item => item.id),
+      dataSets.map(item => item.id)
+    )
+  }
+  
+  return { normalizeSelection, hasSelectionChanged }
+}
+
+// Component becomes cleaner
+const Component = () => {
+  const { normalizeSelection, hasSelectionChanged } = useDatasetSelection(dataSets, setDataSets)
+  
+  const handleSelect = (data: DataSet[]) => {
+    if (!hasSelectionChanged(data)) {
+      hideSelectDataSet()
+      return
+    }
+    
+    formattingChangedDispatcher()
+    const normalized = normalizeSelection(data)
+    setDataSets(normalized)
+    hideSelectDataSet()
+  }
+  
+  return <div>...</div>
+}
+```
+
+## Pattern 7: Reduce Boolean Logic Complexity
+
+**Before** (complexity: ~8):
+
+```typescript
+const toggleDisabled = hasInsufficientPermissions
+  || appUnpublished
+  || missingStartNode
+  || triggerModeDisabled
+  || (isAdvancedApp && !currentWorkflow?.graph)
+  || (isBasicApp && !basicAppConfig.updated_at)
+```
+
+**After** (complexity: ~3):
+
+```typescript
+// Extract meaningful boolean functions
+const isAppReady = () => {
+  if (isAdvancedApp) return !!currentWorkflow?.graph
+  return !!basicAppConfig.updated_at
+}
+
+const hasRequiredPermissions = () => {
+  return isCurrentWorkspaceEditor && !hasInsufficientPermissions
+}
+
+const canToggle = () => {
+  if (!hasRequiredPermissions()) return false
+  if (!isAppReady()) return false
+  if (missingStartNode) return false
+  if (triggerModeDisabled) return false
+  return true
+}
+
+const toggleDisabled = !canToggle()
+```
+
+## Pattern 8: Simplify useMemo/useCallback Dependencies
+
+**Before** (complexity: multiple recalculations):
+
+```typescript
+const payload = useMemo(() => {
+  let parameters: Parameter[] = []
+  let outputParameters: OutputParameter[] = []
+
+  if (!published) {
+    parameters = (inputs || []).map((item) => ({
+      name: item.variable,
+      description: '',
+      form: 'llm',
+      required: item.required,
+      type: item.type,
+    }))
+    outputParameters = (outputs || []).map((item) => ({
+      name: item.variable,
+      description: '',
+      type: item.value_type,
+    }))
+  }
+  else if (detail && detail.tool) {
+    parameters = (inputs || []).map((item) => ({
+      // Complex transformation...
+    }))
+    outputParameters = (outputs || []).map((item) => ({
+      // Complex transformation...
+    }))
+  }
+  
+  return {
+    icon: detail?.icon || icon,
+    label: detail?.label || name,
+    // ...more fields
+  }
+}, [detail, published, workflowAppId, icon, name, description, inputs, outputs])
+```
+
+**After** (complexity: separated concerns):
+
+```typescript
+// Separate transformations
+const useParameterTransform = (inputs: InputVar[], detail?: ToolDetail, published?: boolean) => {
+  return useMemo(() => {
+    if (!published) {
+      return inputs.map(item => ({
+        name: item.variable,
+        description: '',
+        form: 'llm',
+        required: item.required,
+        type: item.type,
+      }))
+    }
+    
+    if (!detail?.tool) return []
+    
+    return inputs.map(item => ({
+      name: item.variable,
+      required: item.required,
+      type: item.type === 'paragraph' ? 'string' : item.type,
+      description: detail.tool.parameters.find(p => p.name === item.variable)?.llm_description || '',
+      form: detail.tool.parameters.find(p => p.name === item.variable)?.form || 'llm',
+    }))
+  }, [inputs, detail, published])
+}
+
+// Component uses hook
+const parameters = useParameterTransform(inputs, detail, published)
+const outputParameters = useOutputTransform(outputs, detail, published)
+
+const payload = useMemo(() => ({
+  icon: detail?.icon || icon,
+  label: detail?.label || name,
+  parameters,
+  outputParameters,
+  // ...
+}), [detail, icon, name, parameters, outputParameters])
+```
+
+## Target Metrics After Refactoring
+
+| Metric | Target |
+|--------|--------|
+| Total Complexity | < 50 |
+| Max Function Complexity | < 30 |
+| Function Length | < 30 lines |
+| Nesting Depth | ≤ 3 levels |
+| Conditional Chains | ≤ 3 conditions |

.claude/skills/component-refactoring/references/component-splitting.md

@@ -0,0 +1,477 @@
+# Component Splitting Patterns
+
+This document provides detailed guidance on splitting large components into smaller, focused components in Dify.
+
+## When to Split Components
+
+Split a component when you identify:
+
+1. **Multiple UI sections** - Distinct visual areas with minimal coupling that can be composed independently
+1. **Conditional rendering blocks** - Large `{condition && <JSX />}` blocks
+1. **Repeated patterns** - Similar UI structures used multiple times
+1. **300+ lines** - Component exceeds manageable size
+1. **Modal clusters** - Multiple modals rendered in one component
+
+## Splitting Strategies
+
+### Strategy 1: Section-Based Splitting
+
+Identify visual sections and extract each as a component.
+
+```typescript
+// ❌ Before: Monolithic component (500+ lines)
+const ConfigurationPage = () => {
+  return (
+    <div>
+      {/* Header Section - 50 lines */}
+      <div className="header">
+        <h1>{t('configuration.title')}</h1>
+        <div className="actions">
+          {isAdvancedMode && <Badge>Advanced</Badge>}
+          <ModelParameterModal ... />
+          <AppPublisher ... />
+        </div>
+      </div>
+      
+      {/* Config Section - 200 lines */}
+      <div className="config">
+        <Config />
+      </div>
+      
+      {/* Debug Section - 150 lines */}
+      <div className="debug">
+        <Debug ... />
+      </div>
+      
+      {/* Modals Section - 100 lines */}
+      {showSelectDataSet && <SelectDataSet ... />}
+      {showHistoryModal && <EditHistoryModal ... />}
+      {showUseGPT4Confirm && <Confirm ... />}
+    </div>
+  )
+}
+
+// ✅ After: Split into focused components
+// configuration/
+//   ├── index.tsx              (orchestration)
+//   ├── configuration-header.tsx
+//   ├── configuration-content.tsx
+//   ├── configuration-debug.tsx
+//   └── configuration-modals.tsx
+
+// configuration-header.tsx
+interface ConfigurationHeaderProps {
+  isAdvancedMode: boolean
+  onPublish: () => void
+}
+
+const ConfigurationHeader: FC<ConfigurationHeaderProps> = ({
+  isAdvancedMode,
+  onPublish,
+}) => {
+  const { t } = useTranslation()
+  
+  return (
+    <div className="header">
+      <h1>{t('configuration.title')}</h1>
+      <div className="actions">
+        {isAdvancedMode && <Badge>Advanced</Badge>}
+        <ModelParameterModal ... />
+        <AppPublisher onPublish={onPublish} />
+      </div>
+    </div>
+  )
+}
+
+// index.tsx (orchestration only)
+const ConfigurationPage = () => {
+  const { modelConfig, setModelConfig } = useModelConfig()
+  const { activeModal, openModal, closeModal } = useModalState()
+  
+  return (
+    <div>
+      <ConfigurationHeader
+        isAdvancedMode={isAdvancedMode}
+        onPublish={handlePublish}
+      />
+      <ConfigurationContent
+        modelConfig={modelConfig}
+        onConfigChange={setModelConfig}
+      />
+      {!isMobile && (
+        <ConfigurationDebug
+          inputs={inputs}
+          onSetting={handleSetting}
+        />
+      )}
+      <ConfigurationModals
+        activeModal={activeModal}
+        onClose={closeModal}
+      />
+    </div>
+  )
+}
+```
+
+### Strategy 2: Conditional Block Extraction
+
+Extract large conditional rendering blocks.
+
+```typescript
+// ❌ Before: Large conditional blocks
+const AppInfo = () => {
+  return (
+    <div>
+      {expand ? (
+        <div className="expanded">
+          {/* 100 lines of expanded view */}
+        </div>
+      ) : (
+        <div className="collapsed">
+          {/* 50 lines of collapsed view */}
+        </div>
+      )}
+    </div>
+  )
+}
+
+// ✅ After: Separate view components
+const AppInfoExpanded: FC<AppInfoViewProps> = ({ appDetail, onAction }) => {
+  return (
+    <div className="expanded">
+      {/* Clean, focused expanded view */}
+    </div>
+  )
+}
+
+const AppInfoCollapsed: FC<AppInfoViewProps> = ({ appDetail, onAction }) => {
+  return (
+    <div className="collapsed">
+      {/* Clean, focused collapsed view */}
+    </div>
+  )
+}
+
+const AppInfo = () => {
+  return (
+    <div>
+      {expand
+        ? <AppInfoExpanded appDetail={appDetail} onAction={handleAction} />
+        : <AppInfoCollapsed appDetail={appDetail} onAction={handleAction} />
+      }
+    </div>
+  )
+}
+```
+
+### Strategy 3: Modal Extraction
+
+Extract modals with their trigger logic.
+
+```typescript
+// ❌ Before: Multiple modals in one component
+const AppInfo = () => {
+  const [showEdit, setShowEdit] = useState(false)
+  const [showDuplicate, setShowDuplicate] = useState(false)
+  const [showDelete, setShowDelete] = useState(false)
+  const [showSwitch, setShowSwitch] = useState(false)
+  
+  const onEdit = async (data) => { /* 20 lines */ }
+  const onDuplicate = async (data) => { /* 20 lines */ }
+  const onDelete = async () => { /* 15 lines */ }
+  
+  return (
+    <div>
+      {/* Main content */}
+      
+      {showEdit && <EditModal onConfirm={onEdit} onClose={() => setShowEdit(false)} />}
+      {showDuplicate && <DuplicateModal onConfirm={onDuplicate} onClose={() => setShowDuplicate(false)} />}
+      {showDelete && <DeleteConfirm onConfirm={onDelete} onClose={() => setShowDelete(false)} />}
+      {showSwitch && <SwitchModal ... />}
+    </div>
+  )
+}
+
+// ✅ After: Modal manager component
+// app-info-modals.tsx
+type ModalType = 'edit' | 'duplicate' | 'delete' | 'switch' | null
+
+interface AppInfoModalsProps {
+  appDetail: AppDetail
+  activeModal: ModalType
+  onClose: () => void
+  onSuccess: () => void
+}
+
+const AppInfoModals: FC<AppInfoModalsProps> = ({
+  appDetail,
+  activeModal,
+  onClose,
+  onSuccess,
+}) => {
+  const handleEdit = async (data) => { /* logic */ }
+  const handleDuplicate = async (data) => { /* logic */ }
+  const handleDelete = async () => { /* logic */ }
+
+  return (
+    <>
+      {activeModal === 'edit' && (
+        <EditModal
+          appDetail={appDetail}
+          onConfirm={handleEdit}
+          onClose={onClose}
+        />
+      )}
+      {activeModal === 'duplicate' && (
+        <DuplicateModal
+          appDetail={appDetail}
+          onConfirm={handleDuplicate}
+          onClose={onClose}
+        />
+      )}
+      {activeModal === 'delete' && (
+        <DeleteConfirm
+          onConfirm={handleDelete}
+          onClose={onClose}
+        />
+      )}
+      {activeModal === 'switch' && (
+        <SwitchModal
+          appDetail={appDetail}
+          onClose={onClose}
+        />
+      )}
+    </>
+  )
+}
+
+// Parent component
+const AppInfo = () => {
+  const { activeModal, openModal, closeModal } = useModalState()
+  
+  return (
+    <div>
+      {/* Main content with openModal triggers */}
+      <Button onClick={() => openModal('edit')}>Edit</Button>
+      
+      <AppInfoModals
+        appDetail={appDetail}
+        activeModal={activeModal}
+        onClose={closeModal}
+        onSuccess={handleSuccess}
+      />
+    </div>
+  )
+}
+```
+
+### Strategy 4: List Item Extraction
+
+Extract repeated item rendering.
+
+```typescript
+// ❌ Before: Inline item rendering
+const OperationsList = () => {
+  return (
+    <div>
+      {operations.map(op => (
+        <div key={op.id} className="operation-item">
+          <span className="icon">{op.icon}</span>
+          <span className="title">{op.title}</span>
+          <span className="description">{op.description}</span>
+          <button onClick={() => op.onClick()}>
+            {op.actionLabel}
+          </button>
+          {op.badge && <Badge>{op.badge}</Badge>}
+          {/* More complex rendering... */}
+        </div>
+      ))}
+    </div>
+  )
+}
+
+// ✅ After: Extracted item component
+interface OperationItemProps {
+  operation: Operation
+  onAction: (id: string) => void
+}
+
+const OperationItem: FC<OperationItemProps> = ({ operation, onAction }) => {
+  return (
+    <div className="operation-item">
+      <span className="icon">{operation.icon}</span>
+      <span className="title">{operation.title}</span>
+      <span className="description">{operation.description}</span>
+      <button onClick={() => onAction(operation.id)}>
+        {operation.actionLabel}
+      </button>
+      {operation.badge && <Badge>{operation.badge}</Badge>}
+    </div>
+  )
+}
+
+const OperationsList = () => {
+  const handleAction = useCallback((id: string) => {
+    const op = operations.find(o => o.id === id)
+    op?.onClick()
+  }, [operations])
+
+  return (
+    <div>
+      {operations.map(op => (
+        <OperationItem
+          key={op.id}
+          operation={op}
+          onAction={handleAction}
+        />
+      ))}
+    </div>
+  )
+}
+```
+
+## Directory Structure Patterns
+
+### Pattern A: Flat Structure (Simple Components)
+
+For components with 2-3 sub-components:
+
+```
+component-name/
+  ├── index.tsx           # Main component
+  ├── sub-component-a.tsx
+  ├── sub-component-b.tsx
+  └── types.ts            # Shared types
+```
+
+### Pattern B: Nested Structure (Complex Components)
+
+For components with many sub-components:
+
+```
+component-name/
+  ├── index.tsx           # Main orchestration
+  ├── types.ts            # Shared types
+  ├── hooks/
+  │   ├── use-feature-a.ts
+  │   └── use-feature-b.ts
+  ├── components/
+  │   ├── header/
+  │   │   └── index.tsx
+  │   ├── content/
+  │   │   └── index.tsx
+  │   └── modals/
+  │       └── index.tsx
+  └── utils/
+      └── helpers.ts
+```
+
+### Pattern C: Feature-Based Structure (Dify Standard)
+
+Following Dify's existing patterns:
+
+```
+configuration/
+  ├── index.tsx           # Main page component
+  ├── base/               # Base/shared components
+  │   ├── feature-panel/
+  │   ├── group-name/
+  │   └── operation-btn/
+  ├── config/             # Config section
+  │   ├── index.tsx
+  │   ├── agent/
+  │   └── automatic/
+  ├── dataset-config/     # Dataset section
+  │   ├── index.tsx
+  │   ├── card-item/
+  │   └── params-config/
+  ├── debug/              # Debug section
+  │   ├── index.tsx
+  │   └── hooks.tsx
+  └── hooks/              # Shared hooks
+      └── use-advanced-prompt-config.ts
+```
+
+## Props Design
+
+### Minimal Props Principle
+
+Pass only what's needed:
+
+```typescript
+// ❌ Bad: Passing entire objects when only some fields needed
+<ConfigHeader appDetail={appDetail} modelConfig={modelConfig} />
+
+// ✅ Good: Destructure to minimum required
+<ConfigHeader
+  appName={appDetail.name}
+  isAdvancedMode={modelConfig.isAdvanced}
+  onPublish={handlePublish}
+/>
+```
+
+### Callback Props Pattern
+
+Use callbacks for child-to-parent communication:
+
+```typescript
+// Parent
+const Parent = () => {
+  const [value, setValue] = useState('')
+  
+  return (
+    <Child
+      value={value}
+      onChange={setValue}
+      onSubmit={handleSubmit}
+    />
+  )
+}
+
+// Child
+interface ChildProps {
+  value: string
+  onChange: (value: string) => void
+  onSubmit: () => void
+}
+
+const Child: FC<ChildProps> = ({ value, onChange, onSubmit }) => {
+  return (
+    <div>
+      <input value={value} onChange={e => onChange(e.target.value)} />
+      <button onClick={onSubmit}>Submit</button>
+    </div>
+  )
+}
+```
+
+### Render Props for Flexibility
+
+When sub-components need parent context:
+
+```typescript
+interface ListProps<T> {
+  items: T[]
+  renderItem: (item: T, index: number) => React.ReactNode
+  renderEmpty?: () => React.ReactNode
+}
+
+function List<T>({ items, renderItem, renderEmpty }: ListProps<T>) {
+  if (items.length === 0 && renderEmpty) {
+    return <>{renderEmpty()}</>
+  }
+  
+  return (
+    <div>
+      {items.map((item, index) => renderItem(item, index))}
+    </div>
+  )
+}
+
+// Usage
+<List
+  items={operations}
+  renderItem={(op, i) => <OperationItem key={i} operation={op} />}
+  renderEmpty={() => <EmptyState message="No operations" />}
+/>
+```

.claude/skills/component-refactoring/references/hook-extraction.md

@@ -0,0 +1,317 @@
+# Hook Extraction Patterns
+
+This document provides detailed guidance on extracting custom hooks from complex components in Dify.
+
+## When to Extract Hooks
+
+Extract a custom hook when you identify:
+
+1. **Coupled state groups** - Multiple `useState` hooks that are always used together
+1. **Complex effects** - `useEffect` with multiple dependencies or cleanup logic
+1. **Business logic** - Data transformations, validations, or calculations
+1. **Reusable patterns** - Logic that appears in multiple components
+
+## Extraction Process
+
+### Step 1: Identify State Groups
+
+Look for state variables that are logically related:
+
+```typescript
+// ❌ These belong together - extract to hook
+const [modelConfig, setModelConfig] = useState<ModelConfig>(...)
+const [completionParams, setCompletionParams] = useState<FormValue>({})
+const [modelModeType, setModelModeType] = useState<ModelModeType>(...)
+
+// These are model-related state that should be in useModelConfig()
+```
+
+### Step 2: Identify Related Effects
+
+Find effects that modify the grouped state:
+
+```typescript
+// ❌ These effects belong with the state above
+useEffect(() => {
+  if (hasFetchedDetail && !modelModeType) {
+    const mode = currModel?.model_properties.mode
+    if (mode) {
+      const newModelConfig = produce(modelConfig, (draft) => {
+        draft.mode = mode
+      })
+      setModelConfig(newModelConfig)
+    }
+  }
+}, [textGenerationModelList, hasFetchedDetail, modelModeType, currModel])
+```
+
+### Step 3: Create the Hook
+
+```typescript
+// hooks/use-model-config.ts
+import type { FormValue } from '@/app/components/header/account-setting/model-provider-page/declarations'
+import type { ModelConfig } from '@/models/debug'
+import { produce } from 'immer'
+import { useEffect, useState } from 'react'
+import { ModelModeType } from '@/types/app'
+
+interface UseModelConfigParams {
+  initialConfig?: Partial<ModelConfig>
+  currModel?: { model_properties?: { mode?: ModelModeType } }
+  hasFetchedDetail: boolean
+}
+
+interface UseModelConfigReturn {
+  modelConfig: ModelConfig
+  setModelConfig: (config: ModelConfig) => void
+  completionParams: FormValue
+  setCompletionParams: (params: FormValue) => void
+  modelModeType: ModelModeType
+}
+
+export const useModelConfig = ({
+  initialConfig,
+  currModel,
+  hasFetchedDetail,
+}: UseModelConfigParams): UseModelConfigReturn => {
+  const [modelConfig, setModelConfig] = useState<ModelConfig>({
+    provider: 'langgenius/openai/openai',
+    model_id: 'gpt-3.5-turbo',
+    mode: ModelModeType.unset,
+    // ... default values
+    ...initialConfig,
+  })
+  
+  const [completionParams, setCompletionParams] = useState<FormValue>({})
+  
+  const modelModeType = modelConfig.mode
+
+  // Fill old app data missing model mode
+  useEffect(() => {
+    if (hasFetchedDetail && !modelModeType) {
+      const mode = currModel?.model_properties?.mode
+      if (mode) {
+        setModelConfig(produce(modelConfig, (draft) => {
+          draft.mode = mode
+        }))
+      }
+    }
+  }, [hasFetchedDetail, modelModeType, currModel])
+
+  return {
+    modelConfig,
+    setModelConfig,
+    completionParams,
+    setCompletionParams,
+    modelModeType,
+  }
+}
+```
+
+### Step 4: Update Component
+
+```typescript
+// Before: 50+ lines of state management
+const Configuration: FC = () => {
+  const [modelConfig, setModelConfig] = useState<ModelConfig>(...)
+  // ... lots of related state and effects
+}
+
+// After: Clean component
+const Configuration: FC = () => {
+  const {
+    modelConfig,
+    setModelConfig,
+    completionParams,
+    setCompletionParams,
+    modelModeType,
+  } = useModelConfig({
+    currModel,
+    hasFetchedDetail,
+  })
+  
+  // Component now focuses on UI
+}
+```
+
+## Naming Conventions
+
+### Hook Names
+
+- Use `use` prefix: `useModelConfig`, `useDatasetConfig`
+- Be specific: `useAdvancedPromptConfig` not `usePrompt`
+- Include domain: `useWorkflowVariables`, `useMCPServer`
+
+### File Names
+
+- Kebab-case: `use-model-config.ts`
+- Place in `hooks/` subdirectory when multiple hooks exist
+- Place alongside component for single-use hooks
+
+### Return Type Names
+
+- Suffix with `Return`: `UseModelConfigReturn`
+- Suffix params with `Params`: `UseModelConfigParams`
+
+## Common Hook Patterns in Dify
+
+### 1. Data Fetching Hook (React Query)
+
+```typescript
+// Pattern: Use @tanstack/react-query for data fetching
+import { useQuery, useQueryClient } from '@tanstack/react-query'
+import { get } from '@/service/base'
+import { useInvalid } from '@/service/use-base'
+
+const NAME_SPACE = 'appConfig'
+
+// Query keys for cache management
+export const appConfigQueryKeys = {
+  detail: (appId: string) => [NAME_SPACE, 'detail', appId] as const,
+}
+
+// Main data hook
+export const useAppConfig = (appId: string) => {
+  return useQuery({
+    enabled: !!appId,
+    queryKey: appConfigQueryKeys.detail(appId),
+    queryFn: () => get<AppDetailResponse>(`/apps/${appId}`),
+    select: data => data?.model_config || null,
+  })
+}
+
+// Invalidation hook for refreshing data
+export const useInvalidAppConfig = () => {
+  return useInvalid([NAME_SPACE])
+}
+
+// Usage in component
+const Component = () => {
+  const { data: config, isLoading, error, refetch } = useAppConfig(appId)
+  const invalidAppConfig = useInvalidAppConfig()
+  
+  const handleRefresh = () => {
+    invalidAppConfig() // Invalidates cache and triggers refetch
+  }
+  
+  return <div>...</div>
+}
+```
+
+### 2. Form State Hook
+
+```typescript
+// Pattern: Form state + validation + submission
+export const useConfigForm = (initialValues: ConfigFormValues) => {
+  const [values, setValues] = useState(initialValues)
+  const [errors, setErrors] = useState<Record<string, string>>({})
+  const [isSubmitting, setIsSubmitting] = useState(false)
+
+  const validate = useCallback(() => {
+    const newErrors: Record<string, string> = {}
+    if (!values.name) newErrors.name = 'Name is required'
+    setErrors(newErrors)
+    return Object.keys(newErrors).length === 0
+  }, [values])
+
+  const handleChange = useCallback((field: string, value: any) => {
+    setValues(prev => ({ ...prev, [field]: value }))
+  }, [])
+
+  const handleSubmit = useCallback(async (onSubmit: (values: ConfigFormValues) => Promise<void>) => {
+    if (!validate()) return
+    setIsSubmitting(true)
+    try {
+      await onSubmit(values)
+    } finally {
+      setIsSubmitting(false)
+    }
+  }, [values, validate])
+
+  return { values, errors, isSubmitting, handleChange, handleSubmit }
+}
+```
+
+### 3. Modal State Hook
+
+```typescript
+// Pattern: Multiple modal management
+type ModalType = 'edit' | 'delete' | 'duplicate' | null
+
+export const useModalState = () => {
+  const [activeModal, setActiveModal] = useState<ModalType>(null)
+  const [modalData, setModalData] = useState<any>(null)
+
+  const openModal = useCallback((type: ModalType, data?: any) => {
+    setActiveModal(type)
+    setModalData(data)
+  }, [])
+
+  const closeModal = useCallback(() => {
+    setActiveModal(null)
+    setModalData(null)
+  }, [])
+
+  return {
+    activeModal,
+    modalData,
+    openModal,
+    closeModal,
+    isOpen: useCallback((type: ModalType) => activeModal === type, [activeModal]),
+  }
+}
+```
+
+### 4. Toggle/Boolean Hook
+
+```typescript
+// Pattern: Boolean state with convenience methods
+export const useToggle = (initialValue = false) => {
+  const [value, setValue] = useState(initialValue)
+
+  const toggle = useCallback(() => setValue(v => !v), [])
+  const setTrue = useCallback(() => setValue(true), [])
+  const setFalse = useCallback(() => setValue(false), [])
+
+  return [value, { toggle, setTrue, setFalse, set: setValue }] as const
+}
+
+// Usage
+const [isExpanded, { toggle, setTrue: expand, setFalse: collapse }] = useToggle()
+```
+
+## Testing Extracted Hooks
+
+After extraction, test hooks in isolation:
+
+```typescript
+// use-model-config.spec.ts
+import { renderHook, act } from '@testing-library/react'
+import { useModelConfig } from './use-model-config'
+
+describe('useModelConfig', () => {
+  it('should initialize with default values', () => {
+    const { result } = renderHook(() => useModelConfig({
+      hasFetchedDetail: false,
+    }))
+
+    expect(result.current.modelConfig.provider).toBe('langgenius/openai/openai')
+    expect(result.current.modelModeType).toBe(ModelModeType.unset)
+  })
+
+  it('should update model config', () => {
+    const { result } = renderHook(() => useModelConfig({
+      hasFetchedDetail: true,
+    }))
+
+    act(() => {
+      result.current.setModelConfig({
+        ...result.current.modelConfig,
+        model_id: 'gpt-4',
+      })
+    })
+
+    expect(result.current.modelConfig.model_id).toBe('gpt-4')
+  })
+})
+```

.claude/skills/frontend-code-review/SKILL.md

@@ -0,0 +1,73 @@
+---
+name: frontend-code-review
+description: "Trigger when the user requests a review of frontend files (e.g., `.tsx`, `.ts`, `.js`). Support both pending-change reviews and focused file reviews while applying the checklist rules."
+---
+
+# Frontend Code Review
+
+## Intent
+Use this skill whenever the user asks to review frontend code (especially `.tsx`, `.ts`, or `.js` files). Support two review modes:
+
+1. **Pending-change review** – inspect staged/working-tree files slated for commit and flag checklist violations before submission.
+2. **File-targeted review** – review the specific file(s) the user names and report the relevant checklist findings.
+
+Stick to the checklist below for every applicable file and mode.
+
+## Checklist
+See [references/code-quality.md](references/code-quality.md), [references/performance.md](references/performance.md), [references/business-logic.md](references/business-logic.md) for the living checklist split by category—treat it as the canonical set of rules to follow.
+
+Flag each rule violation with urgency metadata so future reviewers can prioritize fixes.
+
+## Review Process
+1. Open the relevant component/module. Gather lines that relate to class names, React Flow hooks, prop memoization, and styling.
+2. For each rule in the review point, note where the code deviates and capture a representative snippet.
+3. Compose the review section per the template below. Group violations first by **Urgent** flag, then by category order (Code Quality, Performance, Business Logic).
+
+## Required output
+When invoked, the response must exactly follow one of the two templates:
+
+### Template A (any findings)
+```
+# Code review
+Found <N> urgent issues need to be fixed:
+
+## 1 <brief description of bug>
+FilePath: <path> line <line>
+<relevant code snippet or pointer>
+
+
+### Suggested fix
+<brief description of suggested fix>
+
+---
+... (repeat for each urgent issue) ...
+
+Found <M> suggestions for improvement:
+
+## 1 <brief description of suggestion>
+FilePath: <path> line <line>
+<relevant code snippet or pointer>
+
+
+### Suggested fix
+<brief description of suggested fix>
+
+---
+
+... (repeat for each suggestion) ...
+```
+
+If there are no urgent issues, omit that section. If there are no suggestions, omit that section.
+
+If the issue number is more than 10, summarize as "10+ urgent issues" or "10+ suggestions" and just output the first 10 issues.
+
+Don't compress the blank lines between sections; keep them as-is for readability.
+
+If you use Template A (i.e., there are issues to fix) and at least one issue requires code changes, append a brief follow-up question after the structured output asking whether the user wants you to apply the suggested fix(es). For example: "Would you like me to use the Suggested fix section to address these issues?"
+
+### Template B (no issues)
+```
+## Code review
+No issues found.
+```
+

.claude/skills/frontend-code-review/references/business-logic.md

@@ -0,0 +1,15 @@
+# Rule Catalog — Business Logic
+
+## Can't use workflowStore in Node components
+
+IsUrgent: True
+
+### Description
+
+File path pattern of node components: `web/app/components/workflow/nodes/[nodeName]/node.tsx`
+
+Node components are also used when creating a RAG Pipe from a template, but in that context there is no workflowStore Provider, which results in a blank screen. [This Issue](https://github.com/langgenius/dify/issues/29168) was caused by exactly this reason.
+
+### Suggested Fix
+
+Use `import { useNodes } from 'reactflow'` instead of `import useNodes from '@/app/components/workflow/store/workflow/use-nodes'`.

.claude/skills/frontend-code-review/references/code-quality.md

@@ -0,0 +1,44 @@
+# Rule Catalog — Code Quality
+
+## Conditional class names use utility function
+
+IsUrgent: True
+Category: Code Quality
+
+### Description
+
+Ensure conditional CSS is handled via the shared `classNames` instead of custom ternaries, string concatenation, or template strings. Centralizing class logic keeps components consistent and easier to maintain.
+
+### Suggested Fix
+
+```ts
+import { cn } from '@/utils/classnames'
+const classNames = cn(isActive ? 'text-primary-600' : 'text-gray-500')
+```
+
+## Tailwind-first styling
+
+IsUrgent: True
+Category: Code Quality
+
+### Description
+
+Favor Tailwind CSS utility classes instead of adding new `.module.css` files unless a Tailwind combination cannot achieve the required styling. Keeping styles in Tailwind improves consistency and reduces maintenance overhead.
+
+Update this file when adding, editing, or removing Code Quality rules so the catalog remains accurate.
+
+## Classname ordering for easy overrides
+
+### Description
+
+When writing components, always place the incoming `className` prop after the component’s own class values so that downstream consumers can override or extend the styling. This keeps your component’s defaults but still lets external callers change or remove specific styles.
+
+Example:
+
+```tsx
+import { cn } from '@/utils/classnames'
+
+const Button = ({ className }) => {
+  return <div className={cn('bg-primary-600', className)}></div>
+}
+```

.claude/skills/frontend-code-review/references/performance.md

@@ -0,0 +1,45 @@
+# Rule Catalog — Performance
+
+## React Flow data usage
+
+IsUrgent: True
+Category: Performance
+
+### Description
+
+When rendering React Flow, prefer `useNodes`/`useEdges` for UI consumption and rely on `useStoreApi` inside callbacks that mutate or read node/edge state. Avoid manually pulling Flow data outside of these hooks.
+
+## Complex prop memoization
+
+IsUrgent: True
+Category: Performance
+
+### Description
+
+Wrap complex prop values (objects, arrays, maps) in `useMemo` prior to passing them into child components to guarantee stable references and prevent unnecessary renders.
+
+Update this file when adding, editing, or removing Performance rules so the catalog remains accurate.
+
+Wrong:
+
+```tsx
+<HeavyComp
+    config={{
+        provider: ...,
+        detail: ...
+    }}
+/>
+```
+
+Right:
+
+```tsx
+const config = useMemo(() => ({
+    provider: ...,
+    detail: ...
+}), [provider, detail]);
+
+<HeavyComp
+    config={config}
+/>
+```

.claude/skills/frontend-testing/SKILL.md

@@ -1,13 +1,13 @@
 ---
-name: Dify Frontend Testing
-description: Generate Jest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Jest, RTL, unit tests, integration tests, or write/review test requests.
+name: frontend-testing
+description: Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Vitest, RTL, unit tests, integration tests, or write/review test requests.
 ---
 
 # Dify Frontend Testing Skill
 
 This skill enables Claude to generate high-quality, comprehensive frontend tests for the Dify project following established conventions and best practices.
 
-> **⚠️ Authoritative Source**: This skill is derived from `web/testing/testing.md`. When in doubt, always refer to that document as the canonical specification.
+> **⚠️ Authoritative Source**: This skill is derived from `web/testing/testing.md`. Use Vitest mock/timer APIs (`vi.*`).
 
 ## When to Apply This Skill
 
@@ -15,7 +15,7 @@ Apply this skill when the user:
 
 - Asks to **write tests** for a component, hook, or utility
 - Asks to **review existing tests** for completeness
-- Mentions **Jest**, **React Testing Library**, **RTL**, or **spec files**
+- Mentions **Vitest**, **React Testing Library**, **RTL**, or **spec files**
 - Requests **test coverage** improvement
 - Uses `pnpm analyze-component` output as context
 - Mentions **testing**, **unit tests**, or **integration tests** for frontend code
@@ -33,9 +33,9 @@ Apply this skill when the user:
 
 | Tool | Version | Purpose |
 |------|---------|---------|
-| Jest | 29.7 | Test runner |
+| Vitest | 4.0.16 | Test runner |
 | React Testing Library | 16.0 | Component testing |
-| happy-dom | - | Test environment |
+| jsdom | - | Test environment |
 | nock | 14.0 | HTTP mocking |
 | TypeScript | 5.x | Type safety |
 
@@ -46,13 +46,13 @@ Apply this skill when the user:
 pnpm test
 
 # Watch mode
-pnpm test -- --watch
+pnpm test:watch
 
 # Run specific file
-pnpm test -- path/to/file.spec.tsx
+pnpm test path/to/file.spec.tsx
 
 # Generate coverage report
-pnpm test -- --coverage
+pnpm test:coverage
 
 # Analyze component complexity
 pnpm analyze-component <path>
@@ -77,9 +77,9 @@ import Component from './index'
 // import { ChildComponent } from './child-component'
 
 // ✅ Mock external dependencies only
-jest.mock('@/service/api')
-jest.mock('next/navigation', () => ({
-  useRouter: () => ({ push: jest.fn() }),
+vi.mock('@/service/api')
+vi.mock('next/navigation', () => ({
+  useRouter: () => ({ push: vi.fn() }),
   usePathname: () => '/test',
 }))
 
@@ -88,7 +88,7 @@ let mockSharedState = false
 
 describe('ComponentName', () => {
   beforeEach(() => {
-    jest.clearAllMocks()  // ✅ Reset mocks BEFORE each test
+    vi.clearAllMocks()  // ✅ Reset mocks BEFORE each test
     mockSharedState = false  // ✅ Reset shared state
   })
 
@@ -117,7 +117,7 @@ describe('ComponentName', () => {
   // User Interactions
   describe('User Interactions', () => {
     it('should handle click events', () => {
-      const handleClick = jest.fn()
+      const handleClick = vi.fn()
       render(<Component onClick={handleClick} />)
       
       fireEvent.click(screen.getByRole('button'))
@@ -155,7 +155,7 @@ describe('ComponentName', () => {
 For each file:
   ┌────────────────────────────────────────┐
   │ 1. Write test                          │
-  │ 2. Run: pnpm test -- <file>.spec.tsx   │
+  │ 2. Run: pnpm test <file>.spec.tsx      │
   │ 3. PASS? → Mark complete, next file    │
   │    FAIL? → Fix first, then continue    │
   └────────────────────────────────────────┘
@@ -178,7 +178,7 @@ Process in this order for multi-file testing:
 - **500+ lines**: Consider splitting before testing
 - **Many dependencies**: Extract logic into hooks first
 
-> 📖 See `guides/workflow.md` for complete workflow details and todo list format.
+> 📖 See `references/workflow.md` for complete workflow details and todo list format.
 
 ## Testing Strategy
 
@@ -289,17 +289,18 @@ For each test file generated, aim for:
 - ✅ **>95%** branch coverage
 - ✅ **>95%** line coverage
 
-> **Note**: For multi-file directories, process one file at a time with full coverage each. See `guides/workflow.md`.
+> **Note**: For multi-file directories, process one file at a time with full coverage each. See `references/workflow.md`.
 
 ## Detailed Guides
 
 For more detailed information, refer to:
 
-- `guides/workflow.md` - **Incremental testing workflow** (MUST READ for multi-file testing)
-- `guides/mocking.md` - Mock patterns and best practices
-- `guides/async-testing.md` - Async operations and API calls
-- `guides/domain-components.md` - Workflow, Dataset, Configuration testing
-- `guides/common-patterns.md` - Frequently used testing patterns
+- `references/workflow.md` - **Incremental testing workflow** (MUST READ for multi-file testing)
+- `references/mocking.md` - Mock patterns and best practices
+- `references/async-testing.md` - Async operations and API calls
+- `references/domain-components.md` - Workflow, Dataset, Configuration testing
+- `references/common-patterns.md` - Frequently used testing patterns
+- `references/checklist.md` - Test generation checklist and validation steps
 
 ## Authoritative References
 
@@ -315,7 +316,7 @@ For more detailed information, refer to:
 
 ### Project Configuration
 
-- `web/jest.config.ts` - Jest configuration
-- `web/jest.setup.ts` - Test environment setup
-- `web/testing/analyze-component.js` - Component analysis tool
-- `web/__mocks__/react-i18next.ts` - Shared i18n mock (auto-loaded by Jest, no explicit mock needed; override locally only for custom translations)
+- `web/vitest.config.ts` - Vitest configuration
+- `web/vitest.setup.ts` - Test environment setup
+- `web/scripts/analyze-component.js` - Component analysis tool
+- Modules are not mocked automatically. Global mocks live in `web/vitest.setup.ts` (for example `react-i18next`, `next/image`); mock other modules like `ky` or `mime` locally in test files.

.claude/skills/frontend-testing/assets/component-test.template.tsx

@@ -23,30 +23,34 @@ import userEvent from '@testing-library/user-event'
 // ============================================================================
 // Mocks
 // ============================================================================
-// WHY: Mocks must be hoisted to top of file (Jest requirement).
+// WHY: Mocks must be hoisted to top of file (Vitest requirement).
 // They run BEFORE imports, so keep them before component imports.
 
-// i18n (always required in Dify)
-// WHY: Returns key instead of translation so tests don't depend on i18n files
-jest.mock('react-i18next', () => ({
-  useTranslation: () => ({
-    t: (key: string) => key,
-  }),
-}))
+// i18n (automatically mocked)
+// WHY: Global mock in web/vitest.setup.ts is auto-loaded by Vitest setup
+// The global mock provides: useTranslation, Trans, useMixedTranslation, useGetLanguage
+// No explicit mock needed for most tests
+//
+// Override only if custom translations are required:
+// import { createReactI18nextMock } from '@/test/i18n-mock'
+// vi.mock('react-i18next', () => createReactI18nextMock({
+//   'my.custom.key': 'Custom Translation',
+//   'button.save': 'Save',
+// }))
 
 // Router (if component uses useRouter, usePathname, useSearchParams)
 // WHY: Isolates tests from Next.js routing, enables testing navigation behavior
-// const mockPush = jest.fn()
-// jest.mock('next/navigation', () => ({
+// const mockPush = vi.fn()
+// vi.mock('next/navigation', () => ({
 //   useRouter: () => ({ push: mockPush }),
 //   usePathname: () => '/test-path',
 // }))
 
 // API services (if component fetches data)
 // WHY: Prevents real network calls, enables testing all states (loading/success/error)
-// jest.mock('@/service/api')
+// vi.mock('@/service/api')
 // import * as api from '@/service/api'
-// const mockedApi = api as jest.Mocked<typeof api>
+// const mockedApi = vi.mocked(api)
 
 // Shared mock state (for portal/dropdown components)
 // WHY: Portal components like PortalToFollowElem need shared state between
@@ -91,7 +95,7 @@ describe('ComponentName', () => {
   // - Prevents mock call history from leaking between tests
   // - MUST be beforeEach (not afterEach) to reset BEFORE assertions like toHaveBeenCalledTimes
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
     // Reset shared mock state if used (CRITICAL for portal/dropdown tests)
     // mockOpenState = false
   })
@@ -148,7 +152,7 @@ describe('ComponentName', () => {
       // - userEvent simulates real user behavior (focus, hover, then click)
       // - fireEvent is lower-level, doesn't trigger all browser events
       // const user = userEvent.setup()
-      // const handleClick = jest.fn()
+      // const handleClick = vi.fn()
       // render(<ComponentName onClick={handleClick} />)
       //
       // await user.click(screen.getByRole('button'))
@@ -158,7 +162,7 @@ describe('ComponentName', () => {
 
     it('should call onChange when value changes', async () => {
       // const user = userEvent.setup()
-      // const handleChange = jest.fn()
+      // const handleChange = vi.fn()
       // render(<ComponentName onChange={handleChange} />)
       //
       // await user.type(screen.getByRole('textbox'), 'new value')
@@ -191,7 +195,7 @@ describe('ComponentName', () => {
   })
 
   // --------------------------------------------------------------------------
-  // Async Operations (if component fetches data - useSWR, useQuery, fetch)
+  // Async Operations (if component fetches data - useQuery, fetch)
   // --------------------------------------------------------------------------
   // WHY: Async operations have 3 states users experience: loading, success, error
   describe('Async Operations', () => {

.claude/skills/frontend-testing/assets/hook-test.template.ts

@@ -15,9 +15,9 @@ import { renderHook, act, waitFor } from '@testing-library/react'
 // ============================================================================
 
 // API services (if hook fetches data)
-// jest.mock('@/service/api')
+// vi.mock('@/service/api')
 // import * as api from '@/service/api'
-// const mockedApi = api as jest.Mocked<typeof api>
+// const mockedApi = vi.mocked(api)
 
 // ============================================================================
 // Test Helpers
@@ -38,7 +38,7 @@ import { renderHook, act, waitFor } from '@testing-library/react'
 
 describe('useHookName', () => {
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
   })
 
   // --------------------------------------------------------------------------
@@ -145,7 +145,7 @@ describe('useHookName', () => {
   // --------------------------------------------------------------------------
   describe('Side Effects', () => {
     it('should call callback when value changes', () => {
-      // const callback = jest.fn()
+      // const callback = vi.fn()
       // const { result } = renderHook(() => useHookName({ onChange: callback }))
       //
       // act(() => {
@@ -156,9 +156,9 @@ describe('useHookName', () => {
     })
 
     it('should cleanup on unmount', () => {
-      // const cleanup = jest.fn()
-      // jest.spyOn(window, 'addEventListener')
-      // jest.spyOn(window, 'removeEventListener')
+      // const cleanup = vi.fn()
+      // vi.spyOn(window, 'addEventListener')
+      // vi.spyOn(window, 'removeEventListener')
       //
       // const { unmount } = renderHook(() => useHookName())
       //

.claude/skills/frontend-testing/references/async-testing.md

@@ -49,7 +49,7 @@ import userEvent from '@testing-library/user-event'
 
 it('should submit form', async () => {
   const user = userEvent.setup()
-  const onSubmit = jest.fn()
+  const onSubmit = vi.fn()
   
   render(<Form onSubmit={onSubmit} />)
   
@@ -77,15 +77,15 @@ it('should submit form', async () => {
 ```typescript
 describe('Debounced Search', () => {
   beforeEach(() => {
-    jest.useFakeTimers()
+    vi.useFakeTimers()
   })
 
   afterEach(() => {
-    jest.useRealTimers()
+    vi.useRealTimers()
   })
 
   it('should debounce search input', async () => {
-    const onSearch = jest.fn()
+    const onSearch = vi.fn()
     render(<SearchInput onSearch={onSearch} debounceMs={300} />)
     
     // Type in the input
@@ -95,7 +95,7 @@ describe('Debounced Search', () => {
     expect(onSearch).not.toHaveBeenCalled()
     
     // Advance timers
-    jest.advanceTimersByTime(300)
+    vi.advanceTimersByTime(300)
     
     // Now search is called
     expect(onSearch).toHaveBeenCalledWith('query')
@@ -107,8 +107,8 @@ describe('Debounced Search', () => {
 
 ```typescript
 it('should retry on failure', async () => {
-  jest.useFakeTimers()
-  const fetchData = jest.fn()
+  vi.useFakeTimers()
+  const fetchData = vi.fn()
     .mockRejectedValueOnce(new Error('Network error'))
     .mockResolvedValueOnce({ data: 'success' })
   
@@ -120,7 +120,7 @@ it('should retry on failure', async () => {
   })
   
   // Advance timer for retry
-  jest.advanceTimersByTime(1000)
+  vi.advanceTimersByTime(1000)
   
   // Second call succeeds
   await waitFor(() => {
@@ -128,7 +128,7 @@ it('should retry on failure', async () => {
     expect(screen.getByText('success')).toBeInTheDocument()
   })
   
-  jest.useRealTimers()
+  vi.useRealTimers()
 })
 ```
 
@@ -136,19 +136,19 @@ it('should retry on failure', async () => {
 
 ```typescript
 // Run all pending timers
-jest.runAllTimers()
+vi.runAllTimers()
 
 // Run only pending timers (not new ones created during execution)
-jest.runOnlyPendingTimers()
+vi.runOnlyPendingTimers()
 
 // Advance by specific time
-jest.advanceTimersByTime(1000)
+vi.advanceTimersByTime(1000)
 
 // Get current fake time
-jest.now()
+Date.now()
 
 // Clear all timers
-jest.clearAllTimers()
+vi.clearAllTimers()
 ```
 
 ## API Testing Patterns
@@ -158,7 +158,7 @@ jest.clearAllTimers()
 ```typescript
 describe('DataFetcher', () => {
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
   })
 
   it('should show loading state', () => {
@@ -241,7 +241,7 @@ it('should submit form and show success', async () => {
 
 ```typescript
 it('should fetch data on mount', async () => {
-  const fetchData = jest.fn().mockResolvedValue({ data: 'test' })
+  const fetchData = vi.fn().mockResolvedValue({ data: 'test' })
   
   render(<ComponentWithEffect fetchData={fetchData} />)
   
@@ -255,7 +255,7 @@ it('should fetch data on mount', async () => {
 
 ```typescript
 it('should refetch when id changes', async () => {
-  const fetchData = jest.fn().mockResolvedValue({ data: 'test' })
+  const fetchData = vi.fn().mockResolvedValue({ data: 'test' })
   
   const { rerender } = render(<ComponentWithEffect id="1" fetchData={fetchData} />)
   
@@ -276,8 +276,8 @@ it('should refetch when id changes', async () => {
 
 ```typescript
 it('should cleanup subscription on unmount', () => {
-  const subscribe = jest.fn()
-  const unsubscribe = jest.fn()
+  const subscribe = vi.fn()
+  const unsubscribe = vi.fn()
   subscribe.mockReturnValue(unsubscribe)
   
   const { unmount } = render(<SubscriptionComponent subscribe={subscribe} />)
@@ -332,14 +332,14 @@ expect(description).toBeInTheDocument()
 
 ```typescript
 // Bad - fake timers don't work well with real Promises
-jest.useFakeTimers()
+vi.useFakeTimers()
 await waitFor(() => {
   expect(screen.getByText('Data')).toBeInTheDocument()
 }) // May timeout!
 
 // Good - use runAllTimers or advanceTimersByTime
-jest.useFakeTimers()
+vi.useFakeTimers()
 render(<Component />)
-jest.runAllTimers()
+vi.runAllTimers()
 expect(screen.getByText('Data')).toBeInTheDocument()
 ```

.claude/skills/frontend-testing/references/checklist.md

@@ -74,9 +74,9 @@ Use this checklist when generating or reviewing tests for Dify frontend componen
 ### Mocks
 
 - [ ] **DO NOT mock base components** (`@/app/components/base/*`)
-- [ ] `jest.clearAllMocks()` in `beforeEach` (not `afterEach`)
+- [ ] `vi.clearAllMocks()` in `beforeEach` (not `afterEach`)
 - [ ] Shared mock state reset in `beforeEach`
-- [ ] i18n uses shared mock (auto-loaded); only override locally for custom translations
+- [ ] i18n uses global mock (auto-loaded in `web/vitest.setup.ts`); only override locally for custom translations
 - [ ] Router mocks match actual Next.js API
 - [ ] Mocks reflect actual component conditional behavior
 - [ ] Only mock: API services, complex context providers, third-party libs
@@ -114,15 +114,15 @@ For the current file being tested:
 
 **Run these checks after EACH test file, not just at the end:**
 
-- [ ] Run `pnpm test -- path/to/file.spec.tsx` - **MUST PASS before next file**
+- [ ] Run `pnpm test path/to/file.spec.tsx` - **MUST PASS before next file**
 - [ ] Fix any failures immediately
 - [ ] Mark file as complete in todo list
 - [ ] Only then proceed to next file
 
 ### After All Files Complete
 
-- [ ] Run full directory test: `pnpm test -- path/to/directory/`
-- [ ] Check coverage report: `pnpm test -- --coverage`
+- [ ] Run full directory test: `pnpm test path/to/directory/`
+- [ ] Check coverage report: `pnpm test:coverage`
 - [ ] Run `pnpm lint:fix` on all test files
 - [ ] Run `pnpm type-check:tsgo`
 
@@ -132,10 +132,10 @@ For the current file being tested:
 
 ```typescript
 // ❌ Mock doesn't match actual behavior
-jest.mock('./Component', () => () => <div>Mocked</div>)
+vi.mock('./Component', () => () => <div>Mocked</div>)
 
 // ✅ Mock matches actual conditional logic
-jest.mock('./Component', () => ({ isOpen }: any) =>
+vi.mock('./Component', () => ({ isOpen }: any) =>
   isOpen ? <div>Content</div> : null
 )
 ```
@@ -145,7 +145,7 @@ jest.mock('./Component', () => ({ isOpen }: any) =>
 ```typescript
 // ❌ Shared state not reset
 let mockState = false
-jest.mock('./useHook', () => () => mockState)
+vi.mock('./useHook', () => () => mockState)
 
 // ✅ Reset in beforeEach
 beforeEach(() => {
@@ -186,16 +186,16 @@ Always test these scenarios:
 
 ```bash
 # Run specific test
-pnpm test -- path/to/file.spec.tsx
+pnpm test path/to/file.spec.tsx
 
 # Run with coverage
-pnpm test -- --coverage path/to/file.spec.tsx
+pnpm test:coverage path/to/file.spec.tsx
 
 # Watch mode
-pnpm test -- --watch path/to/file.spec.tsx
+pnpm test:watch path/to/file.spec.tsx
 
 # Update snapshots (use sparingly)
-pnpm test -- -u path/to/file.spec.tsx
+pnpm test -u path/to/file.spec.tsx
 
 # Analyze component
 pnpm analyze-component path/to/component.tsx

.claude/skills/frontend-testing/references/common-patterns.md

@@ -126,7 +126,7 @@ describe('Counter', () => {
 describe('ControlledInput', () => {
   it('should call onChange with new value', async () => {
     const user = userEvent.setup()
-    const handleChange = jest.fn()
+    const handleChange = vi.fn()
     
     render(<ControlledInput value="" onChange={handleChange} />)
     
@@ -136,7 +136,7 @@ describe('ControlledInput', () => {
   })
 
   it('should display controlled value', () => {
-    render(<ControlledInput value="controlled" onChange={jest.fn()} />)
+    render(<ControlledInput value="controlled" onChange={vi.fn()} />)
     
     expect(screen.getByRole('textbox')).toHaveValue('controlled')
   })
@@ -195,7 +195,7 @@ describe('ItemList', () => {
 
   it('should handle item selection', async () => {
     const user = userEvent.setup()
-    const onSelect = jest.fn()
+    const onSelect = vi.fn()
     
     render(<ItemList items={items} onSelect={onSelect} />)
     
@@ -217,20 +217,20 @@ describe('ItemList', () => {
 ```typescript
 describe('Modal', () => {
   it('should not render when closed', () => {
-    render(<Modal isOpen={false} onClose={jest.fn()} />)
+    render(<Modal isOpen={false} onClose={vi.fn()} />)
     
     expect(screen.queryByRole('dialog')).not.toBeInTheDocument()
   })
 
   it('should render when open', () => {
-    render(<Modal isOpen={true} onClose={jest.fn()} />)
+    render(<Modal isOpen={true} onClose={vi.fn()} />)
     
     expect(screen.getByRole('dialog')).toBeInTheDocument()
   })
 
   it('should call onClose when clicking overlay', async () => {
     const user = userEvent.setup()
-    const handleClose = jest.fn()
+    const handleClose = vi.fn()
     
     render(<Modal isOpen={true} onClose={handleClose} />)
     
@@ -241,7 +241,7 @@ describe('Modal', () => {
 
   it('should call onClose when pressing Escape', async () => {
     const user = userEvent.setup()
-    const handleClose = jest.fn()
+    const handleClose = vi.fn()
     
     render(<Modal isOpen={true} onClose={handleClose} />)
     
@@ -254,7 +254,7 @@ describe('Modal', () => {
     const user = userEvent.setup()
     
     render(
-      <Modal isOpen={true} onClose={jest.fn()}>
+      <Modal isOpen={true} onClose={vi.fn()}>
         <button>First</button>
         <button>Second</button>
       </Modal>
@@ -279,7 +279,7 @@ describe('Modal', () => {
 describe('LoginForm', () => {
   it('should submit valid form', async () => {
     const user = userEvent.setup()
-    const onSubmit = jest.fn()
+    const onSubmit = vi.fn()
     
     render(<LoginForm onSubmit={onSubmit} />)
     
@@ -296,7 +296,7 @@ describe('LoginForm', () => {
   it('should show validation errors', async () => {
     const user = userEvent.setup()
     
-    render(<LoginForm onSubmit={jest.fn()} />)
+    render(<LoginForm onSubmit={vi.fn()} />)
     
     // Submit empty form
     await user.click(screen.getByRole('button', { name: /sign in/i }))
@@ -308,7 +308,7 @@ describe('LoginForm', () => {
   it('should validate email format', async () => {
     const user = userEvent.setup()
     
-    render(<LoginForm onSubmit={jest.fn()} />)
+    render(<LoginForm onSubmit={vi.fn()} />)
     
     await user.type(screen.getByLabelText(/email/i), 'invalid-email')
     await user.click(screen.getByRole('button', { name: /sign in/i }))
@@ -318,7 +318,7 @@ describe('LoginForm', () => {
 
   it('should disable submit button while submitting', async () => {
     const user = userEvent.setup()
-    const onSubmit = jest.fn(() => new Promise(resolve => setTimeout(resolve, 100)))
+    const onSubmit = vi.fn(() => new Promise(resolve => setTimeout(resolve, 100)))
     
     render(<LoginForm onSubmit={onSubmit} />)
     
@@ -407,7 +407,7 @@ it('test 1', () => {
 
 // Good - cleanup is automatic with RTL, but reset mocks
 beforeEach(() => {
-  jest.clearAllMocks()
+  vi.clearAllMocks()
 })
 ```
 

.claude/skills/frontend-testing/references/domain-components.md

@@ -23,7 +23,7 @@ import NodeConfigPanel from './node-config-panel'
 import { createMockNode, createMockWorkflowContext } from '@/__mocks__/workflow'
 
 // Mock workflow context
-jest.mock('@/app/components/workflow/hooks', () => ({
+vi.mock('@/app/components/workflow/hooks', () => ({
   useWorkflowStore: () => mockWorkflowStore,
   useNodesInteractions: () => mockNodesInteractions,
 }))
@@ -31,21 +31,21 @@ jest.mock('@/app/components/workflow/hooks', () => ({
 let mockWorkflowStore = {
   nodes: [],
   edges: [],
-  updateNode: jest.fn(),
+  updateNode: vi.fn(),
 }
 
 let mockNodesInteractions = {
-  handleNodeSelect: jest.fn(),
-  handleNodeDelete: jest.fn(),
+  handleNodeSelect: vi.fn(),
+  handleNodeDelete: vi.fn(),
 }
 
 describe('NodeConfigPanel', () => {
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
     mockWorkflowStore = {
       nodes: [],
       edges: [],
-      updateNode: jest.fn(),
+      updateNode: vi.fn(),
     }
   })
 
@@ -161,23 +161,23 @@ import { render, screen, fireEvent, waitFor } from '@testing-library/react'
 import userEvent from '@testing-library/user-event'
 import DocumentUploader from './document-uploader'
 
-jest.mock('@/service/datasets', () => ({
-  uploadDocument: jest.fn(),
-  parseDocument: jest.fn(),
+vi.mock('@/service/datasets', () => ({
+  uploadDocument: vi.fn(),
+  parseDocument: vi.fn(),
 }))
 
 import * as datasetService from '@/service/datasets'
-const mockedService = datasetService as jest.Mocked<typeof datasetService>
+const mockedService = vi.mocked(datasetService)
 
 describe('DocumentUploader', () => {
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
   })
 
   describe('File Upload', () => {
     it('should accept valid file types', async () => {
       const user = userEvent.setup()
-      const onUpload = jest.fn()
+      const onUpload = vi.fn()
       mockedService.uploadDocument.mockResolvedValue({ id: 'doc-1' })
       
       render(<DocumentUploader onUpload={onUpload} />)
@@ -326,14 +326,14 @@ describe('DocumentList', () => {
   describe('Search & Filtering', () => {
     it('should filter by search query', async () => {
       const user = userEvent.setup()
-      jest.useFakeTimers()
+      vi.useFakeTimers()
       
       render(<DocumentList datasetId="ds-1" />)
       
       await user.type(screen.getByPlaceholderText(/search/i), 'test query')
       
       // Debounce
-      jest.advanceTimersByTime(300)
+      vi.advanceTimersByTime(300)
       
       await waitFor(() => {
         expect(mockedService.getDocuments).toHaveBeenCalledWith(
@@ -342,7 +342,7 @@ describe('DocumentList', () => {
         )
       })
       
-      jest.useRealTimers()
+      vi.useRealTimers()
     })
   })
 })
@@ -367,13 +367,13 @@ import { render, screen, fireEvent, waitFor } from '@testing-library/react'
 import userEvent from '@testing-library/user-event'
 import AppConfigForm from './app-config-form'
 
-jest.mock('@/service/apps', () => ({
-  updateAppConfig: jest.fn(),
-  getAppConfig: jest.fn(),
+vi.mock('@/service/apps', () => ({
+  updateAppConfig: vi.fn(),
+  getAppConfig: vi.fn(),
 }))
 
 import * as appService from '@/service/apps'
-const mockedService = appService as jest.Mocked<typeof appService>
+const mockedService = vi.mocked(appService)
 
 describe('AppConfigForm', () => {
   const defaultConfig = {
@@ -384,7 +384,7 @@ describe('AppConfigForm', () => {
   }
 
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
     mockedService.getAppConfig.mockResolvedValue(defaultConfig)
   })
 

.claude/skills/frontend-testing/references/mocking.md

@@ -19,8 +19,8 @@
 
 ```typescript
 // ❌ WRONG: Don't mock base components
-jest.mock('@/app/components/base/loading', () => () => <div>Loading</div>)
-jest.mock('@/app/components/base/button', () => ({ children }: any) => <button>{children}</button>)
+vi.mock('@/app/components/base/loading', () => () => <div>Loading</div>)
+vi.mock('@/app/components/base/button', () => ({ children }: any) => <button>{children}</button>)
 
 // ✅ CORRECT: Import and use real base components
 import Loading from '@/app/components/base/loading'
@@ -41,43 +41,52 @@ Only mock these categories:
 
 | Location | Purpose |
 |----------|---------|
-| `web/__mocks__/` | Reusable mocks shared across multiple test files |
-| Test file | Test-specific mocks, inline with `jest.mock()` |
+| `web/vitest.setup.ts` | Global mocks shared by all tests (for example `react-i18next`, `next/image`) |
+| `web/__mocks__/` | Reusable mock factories shared across multiple test files |
+| Test file | Test-specific mocks, inline with `vi.mock()` |
+
+Modules are not mocked automatically. Use `vi.mock` in test files, or add global mocks in `web/vitest.setup.ts`.
 
 ## Essential Mocks
 
-### 1. i18n (Auto-loaded via Shared Mock)
+### 1. i18n (Auto-loaded via Global Mock)
 
-A shared mock is available at `web/__mocks__/react-i18next.ts` and is auto-loaded by Jest.
-**No explicit mock needed** for most tests - it returns translation keys as-is.
+A global mock is defined in `web/vitest.setup.ts` and is auto-loaded by Vitest setup.
 
-For tests requiring custom translations, override the mock:
+The global mock provides:
+
+- `useTranslation` - returns translation keys with namespace prefix
+- `Trans` component - renders i18nKey and components
+- `useMixedTranslation` (from `@/app/components/plugins/marketplace/hooks`)
+- `useGetLanguage` (from `@/context/i18n`) - returns `'en-US'`
+
+**Default behavior**: Most tests should use the global mock (no local override needed).
+
+**For custom translations**: Use the helper function from `@/test/i18n-mock`:
 
 ```typescript
-jest.mock('react-i18next', () => ({
-  useTranslation: () => ({
-    t: (key: string) => {
-      const translations: Record<string, string> = {
-        'my.custom.key': 'Custom translation',
-      }
-      return translations[key] || key
-    },
-  }),
+import { createReactI18nextMock } from '@/test/i18n-mock'
+
+vi.mock('react-i18next', () => createReactI18nextMock({
+  'my.custom.key': 'Custom translation',
+  'button.save': 'Save',
 }))
 ```
 
+**Avoid**: Manually defining `useTranslation` mocks that just return the key - the global mock already does this.
+
 ### 2. Next.js Router
 
 ```typescript
-const mockPush = jest.fn()
-const mockReplace = jest.fn()
+const mockPush = vi.fn()
+const mockReplace = vi.fn()
 
-jest.mock('next/navigation', () => ({
+vi.mock('next/navigation', () => ({
   useRouter: () => ({
     push: mockPush,
     replace: mockReplace,
-    back: jest.fn(),
-    prefetch: jest.fn(),
+    back: vi.fn(),
+    prefetch: vi.fn(),
   }),
   usePathname: () => '/current-path',
   useSearchParams: () => new URLSearchParams('?key=value'),
@@ -85,7 +94,7 @@ jest.mock('next/navigation', () => ({
 
 describe('Component', () => {
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
   })
 
   it('should navigate on click', () => {
@@ -102,7 +111,7 @@ describe('Component', () => {
 // ⚠️ Important: Use shared state for components that depend on each other
 let mockPortalOpenState = false
 
-jest.mock('@/app/components/base/portal-to-follow-elem', () => ({
+vi.mock('@/app/components/base/portal-to-follow-elem', () => ({
   PortalToFollowElem: ({ children, open, ...props }: any) => {
     mockPortalOpenState = open || false  // Update shared state
     return <div data-testid="portal" data-open={open}>{children}</div>
@@ -119,7 +128,7 @@ jest.mock('@/app/components/base/portal-to-follow-elem', () => ({
 
 describe('Component', () => {
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
     mockPortalOpenState = false  // ✅ Reset shared state
   })
 })
@@ -130,13 +139,13 @@ describe('Component', () => {
 ```typescript
 import * as api from '@/service/api'
 
-jest.mock('@/service/api')
+vi.mock('@/service/api')
 
-const mockedApi = api as jest.Mocked<typeof api>
+const mockedApi = vi.mocked(api)
 
 describe('Component', () => {
   beforeEach(() => {
-    jest.clearAllMocks()
+    vi.clearAllMocks()
     
     // Setup default mock implementation
     mockedApi.fetchData.mockResolvedValue({ data: [] })
@@ -239,32 +248,9 @@ describe('Component with Context', () => {
 })
 ```
 
-### 7. SWR / React Query
+### 7. React Query
 
 ```typescript
-// SWR
-jest.mock('swr', () => ({
-  __esModule: true,
-  default: jest.fn(),
-}))
-
-import useSWR from 'swr'
-const mockedUseSWR = useSWR as jest.Mock
-
-describe('Component with SWR', () => {
-  it('should show loading state', () => {
-    mockedUseSWR.mockReturnValue({
-      data: undefined,
-      error: undefined,
-      isLoading: true,
-    })
-    
-    render(<Component />)
-    expect(screen.getByText(/loading/i)).toBeInTheDocument()
-  })
-})
-
-// React Query
 import { QueryClient, QueryClientProvider } from '@tanstack/react-query'
 
 const createTestQueryClient = () => new QueryClient({

.claude/skills/frontend-testing/references/workflow.md

@@ -35,7 +35,7 @@ When testing a **single component, hook, or utility**:
 2. Run `pnpm analyze-component <path>` (if available)
 3. Check complexity score and features detected
 4. Write the test file
-5. Run test: `pnpm test -- <file>.spec.tsx`
+5. Run test: `pnpm test <file>.spec.tsx`
 6. Fix any failures
 7. Verify coverage meets goals (100% function, >95% branch)
 ```
@@ -80,7 +80,7 @@ Process files in this recommended order:
 ```
 ┌─────────────────────────────────────────────┐
 │  1. Write test file                         │
-│  2. Run: pnpm test -- <file>.spec.tsx       │
+│  2. Run: pnpm test <file>.spec.tsx          │
 │  3. If FAIL → Fix immediately, re-run       │
 │  4. If PASS → Mark complete in todo list    │
 │  5. ONLY THEN proceed to next file          │
@@ -95,10 +95,10 @@ After all individual tests pass:
 
 ```bash
 # Run all tests in the directory together
-pnpm test -- path/to/directory/
+pnpm test path/to/directory/
 
 # Check coverage
-pnpm test -- --coverage path/to/directory/
+pnpm test:coverage path/to/directory/
 ```
 
 ## Component Complexity Guidelines
@@ -201,9 +201,9 @@ Run pnpm test  ← Multiple failures, hard to debug
 ```
 # GOOD: Incremental with verification
 Write component-a.spec.tsx
-Run pnpm test -- component-a.spec.tsx ✅
+Run pnpm test component-a.spec.tsx ✅
 Write component-b.spec.tsx
-Run pnpm test -- component-b.spec.tsx ✅
+Run pnpm test component-b.spec.tsx ✅
 ...continue...
 ```
 

.claude/skills/skill-creator/SKILL.md

@@ -0,0 +1,355 @@
+---
+name: skill-creator
+description: Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
+---
+
+# Skill Creator
+
+This skill provides guidance for creating effective skills.
+
+## About Skills
+
+Skills are modular, self-contained packages that extend Claude's capabilities by providing
+specialized knowledge, workflows, and tools. Think of them as "onboarding guides" for specific
+domains or tasks—they transform Claude from a general-purpose agent into a specialized agent
+equipped with procedural knowledge that no model can fully possess.
+
+### What Skills Provide
+
+1. Specialized workflows - Multi-step procedures for specific domains
+2. Tool integrations - Instructions for working with specific file formats or APIs
+3. Domain expertise - Company-specific knowledge, schemas, business logic
+4. Bundled resources - Scripts, references, and assets for complex and repetitive tasks
+
+## Core Principles
+
+### Concise is Key
+
+The context window is a public good. Skills share the context window with everything else Claude needs: system prompt, conversation history, other Skills' metadata, and the actual user request.
+
+**Default assumption: Claude is already very smart.** Only add context Claude doesn't already have. Challenge each piece of information: "Does Claude really need this explanation?" and "Does this paragraph justify its token cost?"
+
+Prefer concise examples over verbose explanations.
+
+### Set Appropriate Degrees of Freedom
+
+Match the level of specificity to the task's fragility and variability:
+
+**High freedom (text-based instructions)**: Use when multiple approaches are valid, decisions depend on context, or heuristics guide the approach.
+
+**Medium freedom (pseudocode or scripts with parameters)**: Use when a preferred pattern exists, some variation is acceptable, or configuration affects behavior.
+
+**Low freedom (specific scripts, few parameters)**: Use when operations are fragile and error-prone, consistency is critical, or a specific sequence must be followed.
+
+Think of Claude as exploring a path: a narrow bridge with cliffs needs specific guardrails (low freedom), while an open field allows many routes (high freedom).
+
+### Anatomy of a Skill
+
+Every skill consists of a required SKILL.md file and optional bundled resources:
+
+```
+skill-name/
+├── SKILL.md (required)
+│   ├── YAML frontmatter metadata (required)
+│   │   ├── name: (required)
+│   │   └── description: (required)
+│   └── Markdown instructions (required)
+└── Bundled Resources (optional)
+    ├── scripts/          - Executable code (Python/Bash/etc.)
+    ├── references/       - Documentation intended to be loaded into context as needed
+    └── assets/           - Files used in output (templates, icons, fonts, etc.)
+```
+
+#### SKILL.md (required)
+
+Every SKILL.md consists of:
+
+- **Frontmatter** (YAML): Contains `name` and `description` fields. These are the only fields that Claude reads to determine when the skill gets used, thus it is very important to be clear and comprehensive in describing what the skill is, and when it should be used.
+- **Body** (Markdown): Instructions and guidance for using the skill. Only loaded AFTER the skill triggers (if at all).
+
+#### Bundled Resources (optional)
+
+##### Scripts (`scripts/`)
+
+Executable code (Python/Bash/etc.) for tasks that require deterministic reliability or are repeatedly rewritten.
+
+- **When to include**: When the same code is being rewritten repeatedly or deterministic reliability is needed
+- **Example**: `scripts/rotate_pdf.py` for PDF rotation tasks
+- **Benefits**: Token efficient, deterministic, may be executed without loading into context
+- **Note**: Scripts may still need to be read by Claude for patching or environment-specific adjustments
+
+##### References (`references/`)
+
+Documentation and reference material intended to be loaded as needed into context to inform Claude's process and thinking.
+
+- **When to include**: For documentation that Claude should reference while working
+- **Examples**: `references/finance.md` for financial schemas, `references/mnda.md` for company NDA template, `references/policies.md` for company policies, `references/api_docs.md` for API specifications
+- **Use cases**: Database schemas, API documentation, domain knowledge, company policies, detailed workflow guides
+- **Benefits**: Keeps SKILL.md lean, loaded only when Claude determines it's needed
+- **Best practice**: If files are large (>10k words), include grep search patterns in SKILL.md
+- **Avoid duplication**: Information should live in either SKILL.md or references files, not both. Prefer references files for detailed information unless it's truly core to the skill—this keeps SKILL.md lean while making information discoverable without hogging the context window. Keep only essential procedural instructions and workflow guidance in SKILL.md; move detailed reference material, schemas, and examples to references files.
+
+##### Assets (`assets/`)
+
+Files not intended to be loaded into context, but rather used within the output Claude produces.
+
+- **When to include**: When the skill needs files that will be used in the final output
+- **Examples**: `assets/logo.png` for brand assets, `assets/slides.pptx` for PowerPoint templates, `assets/frontend-template/` for HTML/React boilerplate, `assets/font.ttf` for typography
+- **Use cases**: Templates, images, icons, boilerplate code, fonts, sample documents that get copied or modified
+- **Benefits**: Separates output resources from documentation, enables Claude to use files without loading them into context
+
+#### What to Not Include in a Skill
+
+A skill should only contain essential files that directly support its functionality. Do NOT create extraneous documentation or auxiliary files, including:
+
+- README.md
+- INSTALLATION_GUIDE.md
+- QUICK_REFERENCE.md
+- CHANGELOG.md
+- etc.
+
+The skill should only contain the information needed for an AI agent to do the job at hand. It should not contain auxilary context about the process that went into creating it, setup and testing procedures, user-facing documentation, etc. Creating additional documentation files just adds clutter and confusion.
+
+### Progressive Disclosure Design Principle
+
+Skills use a three-level loading system to manage context efficiently:
+
+1. **Metadata (name + description)** - Always in context (~100 words)
+2. **SKILL.md body** - When skill triggers (<5k words)
+3. **Bundled resources** - As needed by Claude (Unlimited because scripts can be executed without reading into context window)
+
+#### Progressive Disclosure Patterns
+
+Keep SKILL.md body to the essentials and under 500 lines to minimize context bloat. Split content into separate files when approaching this limit. When splitting out content into other files, it is very important to reference them from SKILL.md and describe clearly when to read them, to ensure the reader of the skill knows they exist and when to use them.
+
+**Key principle:** When a skill supports multiple variations, frameworks, or options, keep only the core workflow and selection guidance in SKILL.md. Move variant-specific details (patterns, examples, configuration) into separate reference files.
+
+**Pattern 1: High-level guide with references**
+
+```markdown
+# PDF Processing
+
+## Quick start
+
+Extract text with pdfplumber:
+[code example]
+
+## Advanced features
+
+- **Form filling**: See [FORMS.md](FORMS.md) for complete guide
+- **API reference**: See [REFERENCE.md](REFERENCE.md) for all methods
+- **Examples**: See [EXAMPLES.md](EXAMPLES.md) for common patterns
+```
+
+Claude loads FORMS.md, REFERENCE.md, or EXAMPLES.md only when needed.
+
+**Pattern 2: Domain-specific organization**
+
+For Skills with multiple domains, organize content by domain to avoid loading irrelevant context:
+
+```
+bigquery-skill/
+├── SKILL.md (overview and navigation)
+└── reference/
+    ├── finance.md (revenue, billing metrics)
+    ├── sales.md (opportunities, pipeline)
+    ├── product.md (API usage, features)
+    └── marketing.md (campaigns, attribution)
+```
+
+When a user asks about sales metrics, Claude only reads sales.md.
+
+Similarly, for skills supporting multiple frameworks or variants, organize by variant:
+
+```
+cloud-deploy/
+├── SKILL.md (workflow + provider selection)
+└── references/
+    ├── aws.md (AWS deployment patterns)
+    ├── gcp.md (GCP deployment patterns)
+    └── azure.md (Azure deployment patterns)
+```
+
+When the user chooses AWS, Claude only reads aws.md.
+
+**Pattern 3: Conditional details**
+
+Show basic content, link to advanced content:
+
+```markdown
+# DOCX Processing
+
+## Creating documents
+
+Use docx-js for new documents. See [DOCX-JS.md](DOCX-JS.md).
+
+## Editing documents
+
+For simple edits, modify the XML directly.
+
+**For tracked changes**: See [REDLINING.md](REDLINING.md)
+**For OOXML details**: See [OOXML.md](OOXML.md)
+```
+
+Claude reads REDLINING.md or OOXML.md only when the user needs those features.
+
+**Important guidelines:**
+
+- **Avoid deeply nested references** - Keep references one level deep from SKILL.md. All reference files should link directly from SKILL.md.
+- **Structure longer reference files** - For files longer than 100 lines, include a table of contents at the top so Claude can see the full scope when previewing.
+
+## Skill Creation Process
+
+Skill creation involves these steps:
+
+1. Understand the skill with concrete examples
+2. Plan reusable skill contents (scripts, references, assets)
+3. Initialize the skill (run init_skill.py)
+4. Edit the skill (implement resources and write SKILL.md)
+5. Package the skill (run package_skill.py)
+6. Iterate based on real usage
+
+Follow these steps in order, skipping only if there is a clear reason why they are not applicable.
+
+### Step 1: Understanding the Skill with Concrete Examples
+
+Skip this step only when the skill's usage patterns are already clearly understood. It remains valuable even when working with an existing skill.
+
+To create an effective skill, clearly understand concrete examples of how the skill will be used. This understanding can come from either direct user examples or generated examples that are validated with user feedback.
+
+For example, when building an image-editor skill, relevant questions include:
+
+- "What functionality should the image-editor skill support? Editing, rotating, anything else?"
+- "Can you give some examples of how this skill would be used?"
+- "I can imagine users asking for things like 'Remove the red-eye from this image' or 'Rotate this image'. Are there other ways you imagine this skill being used?"
+- "What would a user say that should trigger this skill?"
+
+To avoid overwhelming users, avoid asking too many questions in a single message. Start with the most important questions and follow up as needed for better effectiveness.
+
+Conclude this step when there is a clear sense of the functionality the skill should support.
+
+### Step 2: Planning the Reusable Skill Contents
+
+To turn concrete examples into an effective skill, analyze each example by:
+
+1. Considering how to execute on the example from scratch
+2. Identifying what scripts, references, and assets would be helpful when executing these workflows repeatedly
+
+Example: When building a `pdf-editor` skill to handle queries like "Help me rotate this PDF," the analysis shows:
+
+1. Rotating a PDF requires re-writing the same code each time
+2. A `scripts/rotate_pdf.py` script would be helpful to store in the skill
+
+Example: When designing a `frontend-webapp-builder` skill for queries like "Build me a todo app" or "Build me a dashboard to track my steps," the analysis shows:
+
+1. Writing a frontend webapp requires the same boilerplate HTML/React each time
+2. An `assets/hello-world/` template containing the boilerplate HTML/React project files would be helpful to store in the skill
+
+Example: When building a `big-query` skill to handle queries like "How many users have logged in today?" the analysis shows:
+
+1. Querying BigQuery requires re-discovering the table schemas and relationships each time
+2. A `references/schema.md` file documenting the table schemas would be helpful to store in the skill
+
+To establish the skill's contents, analyze each concrete example to create a list of the reusable resources to include: scripts, references, and assets.
+
+### Step 3: Initializing the Skill
+
+At this point, it is time to actually create the skill.
+
+Skip this step only if the skill being developed already exists, and iteration or packaging is needed. In this case, continue to the next step.
+
+When creating a new skill from scratch, always run the `init_skill.py` script. The script conveniently generates a new template skill directory that automatically includes everything a skill requires, making the skill creation process much more efficient and reliable.
+
+Usage:
+
+```bash
+scripts/init_skill.py <skill-name> --path <output-directory>
+```
+
+The script:
+
+- Creates the skill directory at the specified path
+- Generates a SKILL.md template with proper frontmatter and TODO placeholders
+- Creates example resource directories: `scripts/`, `references/`, and `assets/`
+- Adds example files in each directory that can be customized or deleted
+
+After initialization, customize or remove the generated SKILL.md and example files as needed.
+
+### Step 4: Edit the Skill
+
+When editing the (newly-generated or existing) skill, remember that the skill is being created for another instance of Claude to use. Include information that would be beneficial and non-obvious to Claude. Consider what procedural knowledge, domain-specific details, or reusable assets would help another Claude instance execute these tasks more effectively.
+
+#### Learn Proven Design Patterns
+
+Consult these helpful guides based on your skill's needs:
+
+- **Multi-step processes**: See references/workflows.md for sequential workflows and conditional logic
+- **Specific output formats or quality standards**: See references/output-patterns.md for template and example patterns
+
+These files contain established best practices for effective skill design.
+
+#### Start with Reusable Skill Contents
+
+To begin implementation, start with the reusable resources identified above: `scripts/`, `references/`, and `assets/` files. Note that this step may require user input. For example, when implementing a `brand-guidelines` skill, the user may need to provide brand assets or templates to store in `assets/`, or documentation to store in `references/`.
+
+Added scripts must be tested by actually running them to ensure there are no bugs and that the output matches what is expected. If there are many similar scripts, only a representative sample needs to be tested to ensure confidence that they all work while balancing time to completion.
+
+Any example files and directories not needed for the skill should be deleted. The initialization script creates example files in `scripts/`, `references/`, and `assets/` to demonstrate structure, but most skills won't need all of them.
+
+#### Update SKILL.md
+
+**Writing Guidelines:** Always use imperative/infinitive form.
+
+##### Frontmatter
+
+Write the YAML frontmatter with `name` and `description`:
+
+- `name`: The skill name
+- `description`: This is the primary triggering mechanism for your skill, and helps Claude understand when to use the skill.
+  - Include both what the Skill does and specific triggers/contexts for when to use it.
+  - Include all "when to use" information here - Not in the body. The body is only loaded after triggering, so "When to Use This Skill" sections in the body are not helpful to Claude.
+  - Example description for a `docx` skill: "Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. Use when Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
+
+Do not include any other fields in YAML frontmatter.
+
+##### Body
+
+Write instructions for using the skill and its bundled resources.
+
+### Step 5: Packaging a Skill
+
+Once development of the skill is complete, it must be packaged into a distributable .skill file that gets shared with the user. The packaging process automatically validates the skill first to ensure it meets all requirements:
+
+```bash
+scripts/package_skill.py <path/to/skill-folder>
+```
+
+Optional output directory specification:
+
+```bash
+scripts/package_skill.py <path/to/skill-folder> ./dist
+```
+
+The packaging script will:
+
+1. **Validate** the skill automatically, checking:
+
+   - YAML frontmatter format and required fields
+   - Skill naming conventions and directory structure
+   - Description completeness and quality
+   - File organization and resource references
+
+2. **Package** the skill if validation passes, creating a .skill file named after the skill (e.g., `my-skill.skill`) that includes all files and maintains the proper directory structure for distribution. The .skill file is a zip file with a .skill extension.
+
+If validation fails, the script will report the errors and exit without creating a package. Fix any validation errors and run the packaging command again.
+
+### Step 6: Iterate
+
+After testing the skill, users may request improvements. Often this happens right after using the skill, with fresh context of how the skill performed.
+
+**Iteration workflow:**
+
+1. Use the skill on real tasks
+2. Notice struggles or inefficiencies
+3. Identify how SKILL.md or bundled resources should be updated
+4. Implement changes and test again

.claude/skills/skill-creator/references/output-patterns.md

@@ -0,0 +1,86 @@
+# Output Patterns
+
+Use these patterns when skills need to produce consistent, high-quality output.
+
+## Template Pattern
+
+Provide templates for output format. Match the level of strictness to your needs.
+
+**For strict requirements (like API responses or data formats):**
+
+```markdown
+## Report structure
+
+ALWAYS use this exact template structure:
+
+# [Analysis Title]
+
+## Executive summary
+[One-paragraph overview of key findings]
+
+## Key findings
+- Finding 1 with supporting data
+- Finding 2 with supporting data
+- Finding 3 with supporting data
+
+## Recommendations
+1. Specific actionable recommendation
+2. Specific actionable recommendation
+```
+
+**For flexible guidance (when adaptation is useful):**
+
+```markdown
+## Report structure
+
+Here is a sensible default format, but use your best judgment:
+
+# [Analysis Title]
+
+## Executive summary
+[Overview]
+
+## Key findings
+[Adapt sections based on what you discover]
+
+## Recommendations
+[Tailor to the specific context]
+
+Adjust sections as needed for the specific analysis type.
+```
+
+## Examples Pattern
+
+For skills where output quality depends on seeing examples, provide input/output pairs:
+
+```markdown
+## Commit message format
+
+Generate commit messages following these examples:
+
+**Example 1:**
+Input: Added user authentication with JWT tokens
+Output:
+```
+
+feat(auth): implement JWT-based authentication
+
+Add login endpoint and token validation middleware
+
+```
+
+**Example 2:**
+Input: Fixed bug where dates displayed incorrectly in reports
+Output:
+```
+
+fix(reports): correct date formatting in timezone conversion
+
+Use UTC timestamps consistently across report generation
+
+```
+
+Follow this style: type(scope): brief description, then detailed explanation.
+```
+
+Examples help Claude understand the desired style and level of detail more clearly than descriptions alone.

.claude/skills/skill-creator/references/workflows.md

@@ -0,0 +1,28 @@
+# Workflow Patterns
+
+## Sequential Workflows
+
+For complex tasks, break operations into clear, sequential steps. It is often helpful to give Claude an overview of the process towards the beginning of SKILL.md:
+
+```markdown
+Filling a PDF form involves these steps:
+
+1. Analyze the form (run analyze_form.py)
+2. Create field mapping (edit fields.json)
+3. Validate mapping (run validate_fields.py)
+4. Fill the form (run fill_form.py)
+5. Verify output (run verify_output.py)
+```
+
+## Conditional Workflows
+
+For tasks with branching logic, guide Claude through decision points:
+
+```markdown
+1. Determine the modification type:
+   **Creating new content?** → Follow "Creation workflow" below
+   **Editing existing content?** → Follow "Editing workflow" below
+
+2. Creation workflow: [steps]
+3. Editing workflow: [steps]
+```

.claude/skills/skill-creator/scripts/init_skill.py

@@ -0,0 +1,300 @@
+#!/usr/bin/env python3
+"""
+Skill Initializer - Creates a new skill from template
+
+Usage:
+    init_skill.py <skill-name> --path <path>
+
+Examples:
+    init_skill.py my-new-skill --path skills/public
+    init_skill.py my-api-helper --path skills/private
+    init_skill.py custom-skill --path /custom/location
+"""
+
+import sys
+from pathlib import Path
+
+
+SKILL_TEMPLATE = """---
+name: {skill_name}
+description: [TODO: Complete and informative explanation of what the skill does and when to use it. Include WHEN to use this skill - specific scenarios, file types, or tasks that trigger it.]
+---
+
+# {skill_title}
+
+## Overview
+
+[TODO: 1-2 sentences explaining what this skill enables]
+
+## Structuring This Skill
+
+[TODO: Choose the structure that best fits this skill's purpose. Common patterns:
+
+**1. Workflow-Based** (best for sequential processes)
+- Works well when there are clear step-by-step procedures
+- Example: DOCX skill with "Workflow Decision Tree" → "Reading" → "Creating" → "Editing"
+- Structure: ## Overview → ## Workflow Decision Tree → ## Step 1 → ## Step 2...
+
+**2. Task-Based** (best for tool collections)
+- Works well when the skill offers different operations/capabilities
+- Example: PDF skill with "Quick Start" → "Merge PDFs" → "Split PDFs" → "Extract Text"
+- Structure: ## Overview → ## Quick Start → ## Task Category 1 → ## Task Category 2...
+
+**3. Reference/Guidelines** (best for standards or specifications)
+- Works well for brand guidelines, coding standards, or requirements
+- Example: Brand styling with "Brand Guidelines" → "Colors" → "Typography" → "Features"
+- Structure: ## Overview → ## Guidelines → ## Specifications → ## Usage...
+
+**4. Capabilities-Based** (best for integrated systems)
+- Works well when the skill provides multiple interrelated features
+- Example: Product Management with "Core Capabilities" → numbered capability list
+- Structure: ## Overview → ## Core Capabilities → ### 1. Feature → ### 2. Feature...
+
+Patterns can be mixed and matched as needed. Most skills combine patterns (e.g., start with task-based, add workflow for complex operations).
+
+Delete this entire "Structuring This Skill" section when done - it's just guidance.]
+
+## [TODO: Replace with the first main section based on chosen structure]
+
+[TODO: Add content here. See examples in existing skills:
+- Code samples for technical skills
+- Decision trees for complex workflows
+- Concrete examples with realistic user requests
+- References to scripts/templates/references as needed]
+
+## Resources
+
+This skill includes example resource directories that demonstrate how to organize different types of bundled resources:
+
+### scripts/
+Executable code (Python/Bash/etc.) that can be run directly to perform specific operations.
+
+**Examples from other skills:**
+- PDF skill: `fill_fillable_fields.py`, `extract_form_field_info.py` - utilities for PDF manipulation
+- DOCX skill: `document.py`, `utilities.py` - Python modules for document processing
+
+**Appropriate for:** Python scripts, shell scripts, or any executable code that performs automation, data processing, or specific operations.
+
+**Note:** Scripts may be executed without loading into context, but can still be read by Claude for patching or environment adjustments.
+
+### references/
+Documentation and reference material intended to be loaded into context to inform Claude's process and thinking.
+
+**Examples from other skills:**
+- Product management: `communication.md`, `context_building.md` - detailed workflow guides
+- BigQuery: API reference documentation and query examples
+- Finance: Schema documentation, company policies
+
+**Appropriate for:** In-depth documentation, API references, database schemas, comprehensive guides, or any detailed information that Claude should reference while working.
+
+### assets/
+Files not intended to be loaded into context, but rather used within the output Claude produces.
+
+**Examples from other skills:**
+- Brand styling: PowerPoint template files (.pptx), logo files
+- Frontend builder: HTML/React boilerplate project directories
+- Typography: Font files (.ttf, .woff2)
+
+**Appropriate for:** Templates, boilerplate code, document templates, images, icons, fonts, or any files meant to be copied or used in the final output.
+
+---
+
+**Any unneeded directories can be deleted.** Not every skill requires all three types of resources.
+"""
+
+EXAMPLE_SCRIPT = '''#!/usr/bin/env python3
+"""
+Example helper script for {skill_name}
+
+This is a placeholder script that can be executed directly.
+Replace with actual implementation or delete if not needed.
+
+Example real scripts from other skills:
+- pdf/scripts/fill_fillable_fields.py - Fills PDF form fields
+- pdf/scripts/convert_pdf_to_images.py - Converts PDF pages to images
+"""
+
+def main():
+    print("This is an example script for {skill_name}")
+    # TODO: Add actual script logic here
+    # This could be data processing, file conversion, API calls, etc.
+
+if __name__ == "__main__":
+    main()
+'''
+
+EXAMPLE_REFERENCE = """# Reference Documentation for {skill_title}
+
+This is a placeholder for detailed reference documentation.
+Replace with actual reference content or delete if not needed.
+
+Example real reference docs from other skills:
+- product-management/references/communication.md - Comprehensive guide for status updates
+- product-management/references/context_building.md - Deep-dive on gathering context
+- bigquery/references/ - API references and query examples
+
+## When Reference Docs Are Useful
+
+Reference docs are ideal for:
+- Comprehensive API documentation
+- Detailed workflow guides
+- Complex multi-step processes
+- Information too lengthy for main SKILL.md
+- Content that's only needed for specific use cases
+
+## Structure Suggestions
+
+### API Reference Example
+- Overview
+- Authentication
+- Endpoints with examples
+- Error codes
+- Rate limits
+
+### Workflow Guide Example
+- Prerequisites
+- Step-by-step instructions
+- Common patterns
+- Troubleshooting
+- Best practices
+"""
+
+EXAMPLE_ASSET = """# Example Asset File
+
+This placeholder represents where asset files would be stored.
+Replace with actual asset files (templates, images, fonts, etc.) or delete if not needed.
+
+Asset files are NOT intended to be loaded into context, but rather used within
+the output Claude produces.
+
+Example asset files from other skills:
+- Brand guidelines: logo.png, slides_template.pptx
+- Frontend builder: hello-world/ directory with HTML/React boilerplate
+- Typography: custom-font.ttf, font-family.woff2
+- Data: sample_data.csv, test_dataset.json
+
+## Common Asset Types
+
+- Templates: .pptx, .docx, boilerplate directories
+- Images: .png, .jpg, .svg, .gif
+- Fonts: .ttf, .otf, .woff, .woff2
+- Boilerplate code: Project directories, starter files
+- Icons: .ico, .svg
+- Data files: .csv, .json, .xml, .yaml
+
+Note: This is a text placeholder. Actual assets can be any file type.
+"""
+
+
+def title_case_skill_name(skill_name):
+    """Convert hyphenated skill name to Title Case for display."""
+    return " ".join(word.capitalize() for word in skill_name.split("-"))
+
+
+def init_skill(skill_name, path):
+    """
+    Initialize a new skill directory with template SKILL.md.
+
+    Args:
+        skill_name: Name of the skill
+        path: Path where the skill directory should be created
+
+    Returns:
+        Path to created skill directory, or None if error
+    """
+    # Determine skill directory path
+    skill_dir = Path(path).resolve() / skill_name
+
+    # Check if directory already exists
+    if skill_dir.exists():
+        print(f"❌ Error: Skill directory already exists: {skill_dir}")
+        return None
+
+    # Create skill directory
+    try:
+        skill_dir.mkdir(parents=True, exist_ok=False)
+        print(f"✅ Created skill directory: {skill_dir}")
+    except Exception as e:
+        print(f"❌ Error creating directory: {e}")
+        return None
+
+    # Create SKILL.md from template
+    skill_title = title_case_skill_name(skill_name)
+    skill_content = SKILL_TEMPLATE.format(skill_name=skill_name, skill_title=skill_title)
+
+    skill_md_path = skill_dir / "SKILL.md"
+    try:
+        skill_md_path.write_text(skill_content)
+        print("✅ Created SKILL.md")
+    except Exception as e:
+        print(f"❌ Error creating SKILL.md: {e}")
+        return None
+
+    # Create resource directories with example files
+    try:
+        # Create scripts/ directory with example script
+        scripts_dir = skill_dir / "scripts"
+        scripts_dir.mkdir(exist_ok=True)
+        example_script = scripts_dir / "example.py"
+        example_script.write_text(EXAMPLE_SCRIPT.format(skill_name=skill_name))
+        example_script.chmod(0o755)
+        print("✅ Created scripts/example.py")
+
+        # Create references/ directory with example reference doc
+        references_dir = skill_dir / "references"
+        references_dir.mkdir(exist_ok=True)
+        example_reference = references_dir / "api_reference.md"
+        example_reference.write_text(EXAMPLE_REFERENCE.format(skill_title=skill_title))
+        print("✅ Created references/api_reference.md")
+
+        # Create assets/ directory with example asset placeholder
+        assets_dir = skill_dir / "assets"
+        assets_dir.mkdir(exist_ok=True)
+        example_asset = assets_dir / "example_asset.txt"
+        example_asset.write_text(EXAMPLE_ASSET)
+        print("✅ Created assets/example_asset.txt")
+    except Exception as e:
+        print(f"❌ Error creating resource directories: {e}")
+        return None
+
+    # Print next steps
+    print(f"\n✅ Skill '{skill_name}' initialized successfully at {skill_dir}")
+    print("\nNext steps:")
+    print("1. Edit SKILL.md to complete the TODO items and update the description")
+    print("2. Customize or delete the example files in scripts/, references/, and assets/")
+    print("3. Run the validator when ready to check the skill structure")
+
+    return skill_dir
+
+
+def main():
+    if len(sys.argv) < 4 or sys.argv[2] != "--path":
+        print("Usage: init_skill.py <skill-name> --path <path>")
+        print("\nSkill name requirements:")
+        print("  - Hyphen-case identifier (e.g., 'data-analyzer')")
+        print("  - Lowercase letters, digits, and hyphens only")
+        print("  - Max 40 characters")
+        print("  - Must match directory name exactly")
+        print("\nExamples:")
+        print("  init_skill.py my-new-skill --path skills/public")
+        print("  init_skill.py my-api-helper --path skills/private")
+        print("  init_skill.py custom-skill --path /custom/location")
+        sys.exit(1)
+
+    skill_name = sys.argv[1]
+    path = sys.argv[3]
+
+    print(f"🚀 Initializing skill: {skill_name}")
+    print(f"   Location: {path}")
+    print()
+
+    result = init_skill(skill_name, path)
+
+    if result:
+        sys.exit(0)
+    else:
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()

.claude/skills/skill-creator/scripts/package_skill.py

@@ -0,0 +1,110 @@
+#!/usr/bin/env python3
+"""
+Skill Packager - Creates a distributable .skill file of a skill folder
+
+Usage:
+    python utils/package_skill.py <path/to/skill-folder> [output-directory]
+
+Example:
+    python utils/package_skill.py skills/public/my-skill
+    python utils/package_skill.py skills/public/my-skill ./dist
+"""
+
+import sys
+import zipfile
+from pathlib import Path
+from quick_validate import validate_skill
+
+
+def package_skill(skill_path, output_dir=None):
+    """
+    Package a skill folder into a .skill file.
+
+    Args:
+        skill_path: Path to the skill folder
+        output_dir: Optional output directory for the .skill file (defaults to current directory)
+
+    Returns:
+        Path to the created .skill file, or None if error
+    """
+    skill_path = Path(skill_path).resolve()
+
+    # Validate skill folder exists
+    if not skill_path.exists():
+        print(f"❌ Error: Skill folder not found: {skill_path}")
+        return None
+
+    if not skill_path.is_dir():
+        print(f"❌ Error: Path is not a directory: {skill_path}")
+        return None
+
+    # Validate SKILL.md exists
+    skill_md = skill_path / "SKILL.md"
+    if not skill_md.exists():
+        print(f"❌ Error: SKILL.md not found in {skill_path}")
+        return None
+
+    # Run validation before packaging
+    print("🔍 Validating skill...")
+    valid, message = validate_skill(skill_path)
+    if not valid:
+        print(f"❌ Validation failed: {message}")
+        print("   Please fix the validation errors before packaging.")
+        return None
+    print(f"✅ {message}\n")
+
+    # Determine output location
+    skill_name = skill_path.name
+    if output_dir:
+        output_path = Path(output_dir).resolve()
+        output_path.mkdir(parents=True, exist_ok=True)
+    else:
+        output_path = Path.cwd()
+
+    skill_filename = output_path / f"{skill_name}.skill"
+
+    # Create the .skill file (zip format)
+    try:
+        with zipfile.ZipFile(skill_filename, "w", zipfile.ZIP_DEFLATED) as zipf:
+            # Walk through the skill directory
+            for file_path in skill_path.rglob("*"):
+                if file_path.is_file():
+                    # Calculate the relative path within the zip
+                    arcname = file_path.relative_to(skill_path.parent)
+                    zipf.write(file_path, arcname)
+                    print(f"  Added: {arcname}")
+
+        print(f"\n✅ Successfully packaged skill to: {skill_filename}")
+        return skill_filename
+
+    except Exception as e:
+        print(f"❌ Error creating .skill file: {e}")
+        return None
+
+
+def main():
+    if len(sys.argv) < 2:
+        print("Usage: python utils/package_skill.py <path/to/skill-folder> [output-directory]")
+        print("\nExample:")
+        print("  python utils/package_skill.py skills/public/my-skill")
+        print("  python utils/package_skill.py skills/public/my-skill ./dist")
+        sys.exit(1)
+
+    skill_path = sys.argv[1]
+    output_dir = sys.argv[2] if len(sys.argv) > 2 else None
+
+    print(f"📦 Packaging skill: {skill_path}")
+    if output_dir:
+        print(f"   Output directory: {output_dir}")
+    print()
+
+    result = package_skill(skill_path, output_dir)
+
+    if result:
+        sys.exit(0)
+    else:
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()

.claude/skills/skill-creator/scripts/quick_validate.py

@@ -0,0 +1,97 @@
+#!/usr/bin/env python3
+"""
+Quick validation script for skills - minimal version
+"""
+
+import sys
+import os
+import re
+import yaml
+from pathlib import Path
+
+
+def validate_skill(skill_path):
+    """Basic validation of a skill"""
+    skill_path = Path(skill_path)
+
+    # Check SKILL.md exists
+    skill_md = skill_path / "SKILL.md"
+    if not skill_md.exists():
+        return False, "SKILL.md not found"
+
+    # Read and validate frontmatter
+    content = skill_md.read_text()
+    if not content.startswith("---"):
+        return False, "No YAML frontmatter found"
+
+    # Extract frontmatter
+    match = re.match(r"^---\n(.*?)\n---", content, re.DOTALL)
+    if not match:
+        return False, "Invalid frontmatter format"
+
+    frontmatter_text = match.group(1)
+
+    # Parse YAML frontmatter
+    try:
+        frontmatter = yaml.safe_load(frontmatter_text)
+        if not isinstance(frontmatter, dict):
+            return False, "Frontmatter must be a YAML dictionary"
+    except yaml.YAMLError as e:
+        return False, f"Invalid YAML in frontmatter: {e}"
+
+    # Define allowed properties
+    ALLOWED_PROPERTIES = {"name", "description", "license", "allowed-tools", "metadata"}
+
+    # Check for unexpected properties (excluding nested keys under metadata)
+    unexpected_keys = set(frontmatter.keys()) - ALLOWED_PROPERTIES
+    if unexpected_keys:
+        return False, (
+            f"Unexpected key(s) in SKILL.md frontmatter: {', '.join(sorted(unexpected_keys))}. "
+            f"Allowed properties are: {', '.join(sorted(ALLOWED_PROPERTIES))}"
+        )
+
+    # Check required fields
+    if "name" not in frontmatter:
+        return False, "Missing 'name' in frontmatter"
+    if "description" not in frontmatter:
+        return False, "Missing 'description' in frontmatter"
+
+    # Extract name for validation
+    name = frontmatter.get("name", "")
+    if not isinstance(name, str):
+        return False, f"Name must be a string, got {type(name).__name__}"
+    name = name.strip()
+    if name:
+        # Check naming convention (hyphen-case: lowercase with hyphens)
+        if not re.match(r"^[a-z0-9-]+$", name):
+            return False, f"Name '{name}' should be hyphen-case (lowercase letters, digits, and hyphens only)"
+        if name.startswith("-") or name.endswith("-") or "--" in name:
+            return False, f"Name '{name}' cannot start/end with hyphen or contain consecutive hyphens"
+        # Check name length (max 64 characters per spec)
+        if len(name) > 64:
+            return False, f"Name is too long ({len(name)} characters). Maximum is 64 characters."
+
+    # Extract and validate description
+    description = frontmatter.get("description", "")
+    if not isinstance(description, str):
+        return False, f"Description must be a string, got {type(description).__name__}"
+    description = description.strip()
+    if description:
+        # Check for angle brackets
+        if "<" in description or ">" in description:
+            return False, "Description cannot contain angle brackets (< or >)"
+        # Check description length (max 1024 characters per spec)
+        if len(description) > 1024:
+            return False, f"Description is too long ({len(description)} characters). Maximum is 1024 characters."
+
+    return True, "Skill is valid!"
+
+
+if __name__ == "__main__":
+    if len(sys.argv) != 2:
+        print("Usage: python quick_validate.py <skill_directory>")
+        sys.exit(1)
+
+    valid, message = validate_skill(sys.argv[1])
+    print(message)
+    sys.exit(0 if valid else 1)

.codex/skills

@@ -0,0 +1 @@
+../.claude/skills

.devcontainer/devcontainer.json

@@ -6,6 +6,9 @@
 		"context": "..",
 		"dockerfile": "Dockerfile"
 	},
+	"mounts": [
+		"source=dify-dev-tmp,target=/tmp,type=volume"
+	],
 	"features": {
 		"ghcr.io/devcontainers/features/node:1": {
 			"nodeGypDependencies": true,
@@ -34,19 +37,13 @@
 	},
 	"postStartCommand": "./.devcontainer/post_start_command.sh",
 	"postCreateCommand": "./.devcontainer/post_create_command.sh"
-
 	// Features to add to the dev container. More info: https://containers.dev/features.
 	// "features": {},
-
 	// Use 'forwardPorts' to make a list of ports inside the container available locally.
 	// "forwardPorts": [],
-
 	// Use 'postCreateCommand' to run commands after the container is created.
 	// "postCreateCommand": "python --version",
-
 	// Configure tool-specific properties.
 	// "customizations": {},
-
 	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
-	// "remoteUser": "root"
-}
+}

.devcontainer/post_create_command.sh

@@ -1,12 +1,13 @@
 #!/bin/bash
 WORKSPACE_ROOT=$(pwd)
 
+export COREPACK_ENABLE_DOWNLOAD_PROMPT=0
 corepack enable
 cd web && pnpm install
 pipx install uv
 
 echo "alias start-api=\"cd $WORKSPACE_ROOT/api && uv run python -m flask run --host 0.0.0.0 --port=5001 --debug\"" >> ~/.bashrc
-echo "alias start-worker=\"cd $WORKSPACE_ROOT/api && uv run python -m celery -A app.celery worker -P threads -c 1 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor\"" >> ~/.bashrc
+echo "alias start-worker=\"cd $WORKSPACE_ROOT/api && uv run python -m celery -A app.celery worker -P threads -c 1 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor,retention\"" >> ~/.bashrc
 echo "alias start-web=\"cd $WORKSPACE_ROOT/web && pnpm dev\"" >> ~/.bashrc
 echo "alias start-web-prod=\"cd $WORKSPACE_ROOT/web && pnpm build && pnpm start\"" >> ~/.bashrc
 echo "alias start-containers=\"cd $WORKSPACE_ROOT/docker && docker-compose -f docker-compose.middleware.yaml -p dify --env-file middleware.env up -d\"" >> ~/.bashrc

.github/CODEOWNERS

@@ -6,229 +6,244 @@
 
 * @crazywoola @laipz8200 @Yeuoly
 
+# CODEOWNERS file
+/.github/CODEOWNERS @laipz8200 @crazywoola
+
+# Docs
+/docs/ @crazywoola
+
 # Backend (default owner, more specific rules below will override)
-api/ @QuantumGhost
+/api/ @QuantumGhost
 
 # Backend - MCP
-api/core/mcp/ @Nov1c444
-api/core/entities/mcp_provider.py @Nov1c444
-api/services/tools/mcp_tools_manage_service.py @Nov1c444
-api/controllers/mcp/ @Nov1c444
-api/controllers/console/app/mcp_server.py @Nov1c444
-api/tests/**/*mcp* @Nov1c444
+/api/core/mcp/ @Nov1c444
+/api/core/entities/mcp_provider.py @Nov1c444
+/api/services/tools/mcp_tools_manage_service.py @Nov1c444
+/api/controllers/mcp/ @Nov1c444
+/api/controllers/console/app/mcp_server.py @Nov1c444
+/api/tests/**/*mcp* @Nov1c444
 
 # Backend - Workflow - Engine (Core graph execution engine)
-api/core/workflow/graph_engine/ @laipz8200 @QuantumGhost
-api/core/workflow/runtime/ @laipz8200 @QuantumGhost
-api/core/workflow/graph/ @laipz8200 @QuantumGhost
-api/core/workflow/graph_events/ @laipz8200 @QuantumGhost
-api/core/workflow/node_events/ @laipz8200 @QuantumGhost
-api/core/model_runtime/ @laipz8200 @QuantumGhost
+/api/core/workflow/graph_engine/ @laipz8200 @QuantumGhost
+/api/core/workflow/runtime/ @laipz8200 @QuantumGhost
+/api/core/workflow/graph/ @laipz8200 @QuantumGhost
+/api/core/workflow/graph_events/ @laipz8200 @QuantumGhost
+/api/core/workflow/node_events/ @laipz8200 @QuantumGhost
+/api/core/model_runtime/ @laipz8200 @QuantumGhost
 
 # Backend - Workflow - Nodes (Agent, Iteration, Loop, LLM)
-api/core/workflow/nodes/agent/ @Nov1c444
-api/core/workflow/nodes/iteration/ @Nov1c444
-api/core/workflow/nodes/loop/ @Nov1c444
-api/core/workflow/nodes/llm/ @Nov1c444
+/api/core/workflow/nodes/agent/ @Nov1c444
+/api/core/workflow/nodes/iteration/ @Nov1c444
+/api/core/workflow/nodes/loop/ @Nov1c444
+/api/core/workflow/nodes/llm/ @Nov1c444
 
 # Backend - RAG (Retrieval Augmented Generation)
-api/core/rag/ @JohnJyong
-api/services/rag_pipeline/ @JohnJyong
-api/services/dataset_service.py @JohnJyong
-api/services/knowledge_service.py @JohnJyong
-api/services/external_knowledge_service.py @JohnJyong
-api/services/hit_testing_service.py @JohnJyong
-api/services/metadata_service.py @JohnJyong
-api/services/vector_service.py @JohnJyong
-api/services/entities/knowledge_entities/ @JohnJyong
-api/services/entities/external_knowledge_entities/ @JohnJyong
-api/controllers/console/datasets/ @JohnJyong
-api/controllers/service_api/dataset/ @JohnJyong
-api/models/dataset.py @JohnJyong
-api/tasks/rag_pipeline/ @JohnJyong
-api/tasks/add_document_to_index_task.py @JohnJyong
-api/tasks/batch_clean_document_task.py @JohnJyong
-api/tasks/clean_document_task.py @JohnJyong
-api/tasks/clean_notion_document_task.py @JohnJyong
-api/tasks/document_indexing_task.py @JohnJyong
-api/tasks/document_indexing_sync_task.py @JohnJyong
-api/tasks/document_indexing_update_task.py @JohnJyong
-api/tasks/duplicate_document_indexing_task.py @JohnJyong
-api/tasks/recover_document_indexing_task.py @JohnJyong
-api/tasks/remove_document_from_index_task.py @JohnJyong
-api/tasks/retry_document_indexing_task.py @JohnJyong
-api/tasks/sync_website_document_indexing_task.py @JohnJyong
-api/tasks/batch_create_segment_to_index_task.py @JohnJyong
-api/tasks/create_segment_to_index_task.py @JohnJyong
-api/tasks/delete_segment_from_index_task.py @JohnJyong
-api/tasks/disable_segment_from_index_task.py @JohnJyong
-api/tasks/disable_segments_from_index_task.py @JohnJyong
-api/tasks/enable_segment_to_index_task.py @JohnJyong
-api/tasks/enable_segments_to_index_task.py @JohnJyong
-api/tasks/clean_dataset_task.py @JohnJyong
-api/tasks/deal_dataset_index_update_task.py @JohnJyong
-api/tasks/deal_dataset_vector_index_task.py @JohnJyong
+/api/core/rag/ @JohnJyong
+/api/services/rag_pipeline/ @JohnJyong
+/api/services/dataset_service.py @JohnJyong
+/api/services/knowledge_service.py @JohnJyong
+/api/services/external_knowledge_service.py @JohnJyong
+/api/services/hit_testing_service.py @JohnJyong
+/api/services/metadata_service.py @JohnJyong
+/api/services/vector_service.py @JohnJyong
+/api/services/entities/knowledge_entities/ @JohnJyong
+/api/services/entities/external_knowledge_entities/ @JohnJyong
+/api/controllers/console/datasets/ @JohnJyong
+/api/controllers/service_api/dataset/ @JohnJyong
+/api/models/dataset.py @JohnJyong
+/api/tasks/rag_pipeline/ @JohnJyong
+/api/tasks/add_document_to_index_task.py @JohnJyong
+/api/tasks/batch_clean_document_task.py @JohnJyong
+/api/tasks/clean_document_task.py @JohnJyong
+/api/tasks/clean_notion_document_task.py @JohnJyong
+/api/tasks/document_indexing_task.py @JohnJyong
+/api/tasks/document_indexing_sync_task.py @JohnJyong
+/api/tasks/document_indexing_update_task.py @JohnJyong
+/api/tasks/duplicate_document_indexing_task.py @JohnJyong
+/api/tasks/recover_document_indexing_task.py @JohnJyong
+/api/tasks/remove_document_from_index_task.py @JohnJyong
+/api/tasks/retry_document_indexing_task.py @JohnJyong
+/api/tasks/sync_website_document_indexing_task.py @JohnJyong
+/api/tasks/batch_create_segment_to_index_task.py @JohnJyong
+/api/tasks/create_segment_to_index_task.py @JohnJyong
+/api/tasks/delete_segment_from_index_task.py @JohnJyong
+/api/tasks/disable_segment_from_index_task.py @JohnJyong
+/api/tasks/disable_segments_from_index_task.py @JohnJyong
+/api/tasks/enable_segment_to_index_task.py @JohnJyong
+/api/tasks/enable_segments_to_index_task.py @JohnJyong
+/api/tasks/clean_dataset_task.py @JohnJyong
+/api/tasks/deal_dataset_index_update_task.py @JohnJyong
+/api/tasks/deal_dataset_vector_index_task.py @JohnJyong
 
 # Backend - Plugins
-api/core/plugin/ @Mairuis @Yeuoly @Stream29
-api/services/plugin/ @Mairuis @Yeuoly @Stream29
-api/controllers/console/workspace/plugin.py @Mairuis @Yeuoly @Stream29
-api/controllers/inner_api/plugin/ @Mairuis @Yeuoly @Stream29
-api/tasks/process_tenant_plugin_autoupgrade_check_task.py @Mairuis @Yeuoly @Stream29
+/api/core/plugin/ @Mairuis @Yeuoly @Stream29
+/api/services/plugin/ @Mairuis @Yeuoly @Stream29
+/api/controllers/console/workspace/plugin.py @Mairuis @Yeuoly @Stream29
+/api/controllers/inner_api/plugin/ @Mairuis @Yeuoly @Stream29
+/api/tasks/process_tenant_plugin_autoupgrade_check_task.py @Mairuis @Yeuoly @Stream29
 
 # Backend - Trigger/Schedule/Webhook
-api/controllers/trigger/ @Mairuis @Yeuoly
-api/controllers/console/app/workflow_trigger.py @Mairuis @Yeuoly
-api/controllers/console/workspace/trigger_providers.py @Mairuis @Yeuoly
-api/core/trigger/ @Mairuis @Yeuoly
-api/core/app/layers/trigger_post_layer.py @Mairuis @Yeuoly
-api/services/trigger/ @Mairuis @Yeuoly
-api/models/trigger.py @Mairuis @Yeuoly
-api/fields/workflow_trigger_fields.py @Mairuis @Yeuoly
-api/repositories/workflow_trigger_log_repository.py @Mairuis @Yeuoly
-api/repositories/sqlalchemy_workflow_trigger_log_repository.py @Mairuis @Yeuoly
-api/libs/schedule_utils.py @Mairuis @Yeuoly
-api/services/workflow/scheduler.py @Mairuis @Yeuoly
-api/schedule/trigger_provider_refresh_task.py @Mairuis @Yeuoly
-api/schedule/workflow_schedule_task.py @Mairuis @Yeuoly
-api/tasks/trigger_processing_tasks.py @Mairuis @Yeuoly
-api/tasks/trigger_subscription_refresh_tasks.py @Mairuis @Yeuoly
-api/tasks/workflow_schedule_tasks.py @Mairuis @Yeuoly
-api/tasks/workflow_cfs_scheduler/ @Mairuis @Yeuoly
-api/events/event_handlers/sync_plugin_trigger_when_app_created.py @Mairuis @Yeuoly
-api/events/event_handlers/update_app_triggers_when_app_published_workflow_updated.py @Mairuis @Yeuoly
-api/events/event_handlers/sync_workflow_schedule_when_app_published.py @Mairuis @Yeuoly
-api/events/event_handlers/sync_webhook_when_app_created.py @Mairuis @Yeuoly
+/api/controllers/trigger/ @Mairuis @Yeuoly
+/api/controllers/console/app/workflow_trigger.py @Mairuis @Yeuoly
+/api/controllers/console/workspace/trigger_providers.py @Mairuis @Yeuoly
+/api/core/trigger/ @Mairuis @Yeuoly
+/api/core/app/layers/trigger_post_layer.py @Mairuis @Yeuoly
+/api/services/trigger/ @Mairuis @Yeuoly
+/api/models/trigger.py @Mairuis @Yeuoly
+/api/fields/workflow_trigger_fields.py @Mairuis @Yeuoly
+/api/repositories/workflow_trigger_log_repository.py @Mairuis @Yeuoly
+/api/repositories/sqlalchemy_workflow_trigger_log_repository.py @Mairuis @Yeuoly
+/api/libs/schedule_utils.py @Mairuis @Yeuoly
+/api/services/workflow/scheduler.py @Mairuis @Yeuoly
+/api/schedule/trigger_provider_refresh_task.py @Mairuis @Yeuoly
+/api/schedule/workflow_schedule_task.py @Mairuis @Yeuoly
+/api/tasks/trigger_processing_tasks.py @Mairuis @Yeuoly
+/api/tasks/trigger_subscription_refresh_tasks.py @Mairuis @Yeuoly
+/api/tasks/workflow_schedule_tasks.py @Mairuis @Yeuoly
+/api/tasks/workflow_cfs_scheduler/ @Mairuis @Yeuoly
+/api/events/event_handlers/sync_plugin_trigger_when_app_created.py @Mairuis @Yeuoly
+/api/events/event_handlers/update_app_triggers_when_app_published_workflow_updated.py @Mairuis @Yeuoly
+/api/events/event_handlers/sync_workflow_schedule_when_app_published.py @Mairuis @Yeuoly
+/api/events/event_handlers/sync_webhook_when_app_created.py @Mairuis @Yeuoly
 
 # Backend - Async Workflow
-api/services/async_workflow_service.py @Mairuis @Yeuoly
-api/tasks/async_workflow_tasks.py @Mairuis @Yeuoly
+/api/services/async_workflow_service.py @Mairuis @Yeuoly
+/api/tasks/async_workflow_tasks.py @Mairuis @Yeuoly
 
 # Backend - Billing
-api/services/billing_service.py @hj24 @zyssyz123
-api/controllers/console/billing/ @hj24 @zyssyz123
+/api/services/billing_service.py @hj24 @zyssyz123
+/api/controllers/console/billing/ @hj24 @zyssyz123
 
 # Backend - Enterprise
-api/configs/enterprise/ @GarfieldDai @GareArc
-api/services/enterprise/ @GarfieldDai @GareArc
-api/services/feature_service.py @GarfieldDai @GareArc
-api/controllers/console/feature.py @GarfieldDai @GareArc
-api/controllers/web/feature.py @GarfieldDai @GareArc
+/api/configs/enterprise/ @GarfieldDai @GareArc
+/api/services/enterprise/ @GarfieldDai @GareArc
+/api/services/feature_service.py @GarfieldDai @GareArc
+/api/controllers/console/feature.py @GarfieldDai @GareArc
+/api/controllers/web/feature.py @GarfieldDai @GareArc
 
 # Backend - Database Migrations
-api/migrations/ @snakevash @laipz8200
+/api/migrations/ @snakevash @laipz8200 @MRZHUH
+
+# Backend - Vector DB Middleware
+/api/configs/middleware/vdb/* @JohnJyong
 
 # Frontend
-web/ @iamjoel
+/web/ @iamjoel
+
+# Frontend - Web Tests
+/.github/workflows/web-tests.yml @iamjoel
 
 # Frontend - App - Orchestration
-web/app/components/workflow/ @iamjoel @zxhlyh
-web/app/components/workflow-app/ @iamjoel @zxhlyh
-web/app/components/app/configuration/ @iamjoel @zxhlyh
-web/app/components/app/app-publisher/ @iamjoel @zxhlyh
+/web/app/components/workflow/ @iamjoel @zxhlyh
+/web/app/components/workflow-app/ @iamjoel @zxhlyh
+/web/app/components/app/configuration/ @iamjoel @zxhlyh
+/web/app/components/app/app-publisher/ @iamjoel @zxhlyh
 
 # Frontend - WebApp - Chat
-web/app/components/base/chat/ @iamjoel @zxhlyh
+/web/app/components/base/chat/ @iamjoel @zxhlyh
 
 # Frontend - WebApp - Completion
-web/app/components/share/text-generation/ @iamjoel @zxhlyh
+/web/app/components/share/text-generation/ @iamjoel @zxhlyh
 
 # Frontend - App - List and Creation
-web/app/components/apps/ @JzoNgKVO @iamjoel
-web/app/components/app/create-app-dialog/ @JzoNgKVO @iamjoel
-web/app/components/app/create-app-modal/ @JzoNgKVO @iamjoel
-web/app/components/app/create-from-dsl-modal/ @JzoNgKVO @iamjoel
+/web/app/components/apps/ @JzoNgKVO @iamjoel
+/web/app/components/app/create-app-dialog/ @JzoNgKVO @iamjoel
+/web/app/components/app/create-app-modal/ @JzoNgKVO @iamjoel
+/web/app/components/app/create-from-dsl-modal/ @JzoNgKVO @iamjoel
 
 # Frontend - App - API Documentation
-web/app/components/develop/ @JzoNgKVO @iamjoel
+/web/app/components/develop/ @JzoNgKVO @iamjoel
 
 # Frontend - App - Logs and Annotations
-web/app/components/app/workflow-log/ @JzoNgKVO @iamjoel
-web/app/components/app/log/ @JzoNgKVO @iamjoel
-web/app/components/app/log-annotation/ @JzoNgKVO @iamjoel
-web/app/components/app/annotation/ @JzoNgKVO @iamjoel
+/web/app/components/app/workflow-log/ @JzoNgKVO @iamjoel
+/web/app/components/app/log/ @JzoNgKVO @iamjoel
+/web/app/components/app/log-annotation/ @JzoNgKVO @iamjoel
+/web/app/components/app/annotation/ @JzoNgKVO @iamjoel
 
 # Frontend - App - Monitoring
-web/app/(commonLayout)/app/(appDetailLayout)/\[appId\]/overview/ @JzoNgKVO @iamjoel
-web/app/components/app/overview/ @JzoNgKVO @iamjoel
+/web/app/(commonLayout)/app/(appDetailLayout)/\[appId\]/overview/ @JzoNgKVO @iamjoel
+/web/app/components/app/overview/ @JzoNgKVO @iamjoel
 
 # Frontend - App - Settings
-web/app/components/app-sidebar/ @JzoNgKVO @iamjoel
+/web/app/components/app-sidebar/ @JzoNgKVO @iamjoel
 
 # Frontend - RAG - Hit Testing
-web/app/components/datasets/hit-testing/ @JzoNgKVO @iamjoel
+/web/app/components/datasets/hit-testing/ @JzoNgKVO @iamjoel
 
 # Frontend - RAG - List and Creation
-web/app/components/datasets/list/ @iamjoel @WTW0313
-web/app/components/datasets/create/ @iamjoel @WTW0313
-web/app/components/datasets/create-from-pipeline/ @iamjoel @WTW0313
-web/app/components/datasets/external-knowledge-base/ @iamjoel @WTW0313
+/web/app/components/datasets/list/ @iamjoel @WTW0313
+/web/app/components/datasets/create/ @iamjoel @WTW0313
+/web/app/components/datasets/create-from-pipeline/ @iamjoel @WTW0313
+/web/app/components/datasets/external-knowledge-base/ @iamjoel @WTW0313
 
 # Frontend - RAG - Orchestration (general rule first, specific rules below override)
-web/app/components/rag-pipeline/ @iamjoel @WTW0313
-web/app/components/rag-pipeline/components/rag-pipeline-main.tsx @iamjoel @zxhlyh
-web/app/components/rag-pipeline/store/ @iamjoel @zxhlyh
+/web/app/components/rag-pipeline/ @iamjoel @WTW0313
+/web/app/components/rag-pipeline/components/rag-pipeline-main.tsx @iamjoel @zxhlyh
+/web/app/components/rag-pipeline/store/ @iamjoel @zxhlyh
 
 # Frontend - RAG - Documents List
-web/app/components/datasets/documents/list.tsx @iamjoel @WTW0313
-web/app/components/datasets/documents/create-from-pipeline/ @iamjoel @WTW0313
+/web/app/components/datasets/documents/list.tsx @iamjoel @WTW0313
+/web/app/components/datasets/documents/create-from-pipeline/ @iamjoel @WTW0313
 
 # Frontend - RAG - Segments List
-web/app/components/datasets/documents/detail/ @iamjoel @WTW0313
+/web/app/components/datasets/documents/detail/ @iamjoel @WTW0313
 
 # Frontend - RAG - Settings
-web/app/components/datasets/settings/ @iamjoel @WTW0313
+/web/app/components/datasets/settings/ @iamjoel @WTW0313
 
 # Frontend - Ecosystem - Plugins
-web/app/components/plugins/ @iamjoel @zhsama
+/web/app/components/plugins/ @iamjoel @zhsama
 
 # Frontend - Ecosystem - Tools
-web/app/components/tools/ @iamjoel @Yessenia-d
+/web/app/components/tools/ @iamjoel @Yessenia-d
 
 # Frontend - Ecosystem - MarketPlace
-web/app/components/plugins/marketplace/ @iamjoel @Yessenia-d
+/web/app/components/plugins/marketplace/ @iamjoel @Yessenia-d
 
 # Frontend - Login and Registration
-web/app/signin/ @douxc @iamjoel
-web/app/signup/ @douxc @iamjoel
-web/app/reset-password/ @douxc @iamjoel
-web/app/install/ @douxc @iamjoel
-web/app/init/ @douxc @iamjoel
-web/app/forgot-password/ @douxc @iamjoel
-web/app/account/ @douxc @iamjoel
+/web/app/signin/ @douxc @iamjoel
+/web/app/signup/ @douxc @iamjoel
+/web/app/reset-password/ @douxc @iamjoel
+/web/app/install/ @douxc @iamjoel
+/web/app/init/ @douxc @iamjoel
+/web/app/forgot-password/ @douxc @iamjoel
+/web/app/account/ @douxc @iamjoel
 
 # Frontend - Service Authentication
-web/service/base.ts @douxc @iamjoel
+/web/service/base.ts @douxc @iamjoel
 
 # Frontend - WebApp Authentication and Access Control
-web/app/(shareLayout)/components/ @douxc @iamjoel
-web/app/(shareLayout)/webapp-signin/ @douxc @iamjoel
-web/app/(shareLayout)/webapp-reset-password/ @douxc @iamjoel
-web/app/components/app/app-access-control/ @douxc @iamjoel
+/web/app/(shareLayout)/components/ @douxc @iamjoel
+/web/app/(shareLayout)/webapp-signin/ @douxc @iamjoel
+/web/app/(shareLayout)/webapp-reset-password/ @douxc @iamjoel
+/web/app/components/app/app-access-control/ @douxc @iamjoel
 
 # Frontend - Explore Page
-web/app/components/explore/ @CodingOnStar @iamjoel
+/web/app/components/explore/ @CodingOnStar @iamjoel
 
 # Frontend - Personal Settings
-web/app/components/header/account-setting/ @CodingOnStar @iamjoel
-web/app/components/header/account-dropdown/ @CodingOnStar @iamjoel
+/web/app/components/header/account-setting/ @CodingOnStar @iamjoel
+/web/app/components/header/account-dropdown/ @CodingOnStar @iamjoel
 
 # Frontend - Analytics
-web/app/components/base/ga/ @CodingOnStar @iamjoel
+/web/app/components/base/ga/ @CodingOnStar @iamjoel
 
 # Frontend - Base Components
-web/app/components/base/ @iamjoel @zxhlyh
+/web/app/components/base/ @iamjoel @zxhlyh
 
 # Frontend - Utils and Hooks
-web/utils/classnames.ts @iamjoel @zxhlyh
-web/utils/time.ts @iamjoel @zxhlyh
-web/utils/format.ts @iamjoel @zxhlyh
-web/utils/clipboard.ts @iamjoel @zxhlyh
-web/hooks/use-document-title.ts @iamjoel @zxhlyh
+/web/utils/classnames.ts @iamjoel @zxhlyh
+/web/utils/time.ts @iamjoel @zxhlyh
+/web/utils/format.ts @iamjoel @zxhlyh
+/web/utils/clipboard.ts @iamjoel @zxhlyh
+/web/hooks/use-document-title.ts @iamjoel @zxhlyh
 
 # Frontend - Billing and Education
-web/app/components/billing/ @iamjoel @zxhlyh
-web/app/education-apply/ @iamjoel @zxhlyh
+/web/app/components/billing/ @iamjoel @zxhlyh
+/web/app/education-apply/ @iamjoel @zxhlyh
 
 # Frontend - Workspace
-web/app/components/header/account-dropdown/workplace-selector/ @iamjoel @zxhlyh
+/web/app/components/header/account-dropdown/workplace-selector/ @iamjoel @zxhlyh
+
+# Docker
+/docker/* @laipz8200

.github/pull_request_template.md

@@ -20,4 +20,4 @@
 - [x] I understand that this PR may be closed in case there was no previous discussion or issues. (This doesn't apply to typos!)
 - [x] I've added a test for each change that was introduced, and I tried as much as possible to make a single atomic change.
 - [x] I've updated the documentation accordingly.
-- [x] I ran `dev/reformat`(backend) and `cd web && npx lint-staged`(frontend) to appease the lint gods
+- [x] I ran `make lint` and `make type-check` (backend) and `cd web && npx lint-staged` (frontend) to appease the lint gods

.github/workflows/api-tests.yml

@@ -22,12 +22,12 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           persist-credentials: false
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
           python-version: ${{ matrix.python-version }}
@@ -57,7 +57,7 @@ jobs:
         run: sh .github/workflows/expose_service_ports.sh
 
       - name: Set up Sandbox
-        uses: hoverkraft-tech/compose-action@v2.0.2
+        uses: hoverkraft-tech/compose-action@v2
         with:
           compose-file: |
             docker/docker-compose.middleware.yaml
@@ -93,4 +93,12 @@ jobs:
           # Create a detailed coverage summary
           echo "### Test Coverage Summary :test_tube:" >> $GITHUB_STEP_SUMMARY
           echo "Total Coverage: ${TOTAL_COVERAGE}%" >> $GITHUB_STEP_SUMMARY
-          uv run --project api coverage report --format=markdown >> $GITHUB_STEP_SUMMARY
+          {
+            echo ""
+            echo "<details><summary>File-level coverage (click to expand)</summary>"
+            echo ""
+            echo '```'
+            uv run --project api coverage report -m
+            echo '```'
+            echo "</details>"
+          } >> $GITHUB_STEP_SUMMARY

.github/workflows/autofix.yml

@@ -12,12 +12,28 @@ jobs:
     if: github.repository == 'langgenius/dify'
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
+
+      - name: Check Docker Compose inputs
+        id: docker-compose-changes
+        uses: tj-actions/changed-files@v46
+        with:
+          files: |
+            docker/generate_docker_compose
+            docker/.env.example
+            docker/docker-compose-template.yaml
+            docker/docker-compose.yaml
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
 
-      - uses: astral-sh/setup-uv@v6
+      - uses: astral-sh/setup-uv@v7
+
+      - name: Generate Docker Compose
+        if: steps.docker-compose-changes.outputs.any_changed == 'true'
+        run: |
+          cd docker
+          ./generate_docker_compose
 
       - run: |
           cd api
@@ -66,27 +82,6 @@ jobs:
       # mdformat breaks YAML front matter in markdown files. Add --exclude for directories containing YAML front matter.
       - name: mdformat
         run: |
-          uvx --python 3.13 mdformat . --exclude ".claude/skills/**"
-
-      - name: Install pnpm
-        uses: pnpm/action-setup@v4
-        with:
-          package_json_file: web/package.json
-          run_install: false
-
-      - name: Setup NodeJS
-        uses: actions/setup-node@v4
-        with:
-          node-version: 22
-          cache: pnpm
-          cache-dependency-path: ./web/package.json
-
-      - name: Web dependencies
-        working-directory: ./web
-        run: pnpm install --frozen-lockfile
-
-      - name: oxlint
-        working-directory: ./web
-        run: pnpm exec oxlint --config .oxlintrc.json --fix .
+          uvx --python 3.13 mdformat . --exclude ".claude/skills/**/SKILL.md"
 
       - uses: autofix-ci/action@635ffb0c9798bd160680f18fd73371e355b85f27

.github/workflows/build-push.yml

@@ -90,7 +90,7 @@ jobs:
           touch "/tmp/digests/${sanitized_digest}"
 
       - name: Upload digest
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           name: digests-${{ matrix.context }}-${{ env.PLATFORM_PAIR }}
           path: /tmp/digests/*

.github/workflows/db-migration-test.yml

@@ -13,13 +13,13 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
           persist-credentials: false
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
           python-version: "3.12"
@@ -63,13 +63,13 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
           persist-credentials: false
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
           python-version: "3.12"

.github/workflows/main-ci.yml

@@ -27,7 +27,7 @@ jobs:
       vdb-changed: ${{ steps.changes.outputs.vdb }}
       migration-changed: ${{ steps.changes.outputs.migration }}
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
       - uses: dorny/paths-filter@v3
         id: changes
         with:
@@ -38,6 +38,7 @@ jobs:
               - '.github/workflows/api-tests.yml'
             web:
               - 'web/**'
+              - '.github/workflows/web-tests.yml'
             vdb:
               - 'api/core/rag/datasource/**'
               - 'docker/**'

.github/workflows/style.yml

@@ -19,13 +19,13 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           persist-credentials: false
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v46
+        uses: tj-actions/changed-files@v47
         with:
           files: |
             api/**
@@ -33,7 +33,7 @@ jobs:
 
       - name: Setup UV and Python
         if: steps.changed-files.outputs.any_changed == 'true'
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: false
           python-version: "3.12"
@@ -68,15 +68,17 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           persist-credentials: false
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v46
+        uses: tj-actions/changed-files@v47
         with:
-          files: web/**
+          files: |
+            web/**
+            .github/workflows/style.yml
 
       - name: Install pnpm
         uses: pnpm/action-setup@v4
@@ -85,12 +87,12 @@ jobs:
           run_install: false
 
       - name: Setup NodeJS
-        uses: actions/setup-node@v4
+        uses: actions/setup-node@v6
         if: steps.changed-files.outputs.any_changed == 'true'
         with:
           node-version: 22
           cache: pnpm
-          cache-dependency-path: ./web/package.json
+          cache-dependency-path: ./web/pnpm-lock.yaml
 
       - name: Web dependencies
         if: steps.changed-files.outputs.any_changed == 'true'
@@ -108,35 +110,15 @@ jobs:
         working-directory: ./web
         run: pnpm run type-check:tsgo
 
-  docker-compose-template:
-    name: Docker Compose Template
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v46
-        with:
-          files: |
-            docker/generate_docker_compose
-            docker/.env.example
-            docker/docker-compose-template.yaml
-            docker/docker-compose.yaml
-
-      - name: Generate Docker Compose
+      - name: Web dead code check
         if: steps.changed-files.outputs.any_changed == 'true'
-        run: |
-          cd docker
-          ./generate_docker_compose
+        working-directory: ./web
+        run: pnpm run knip
 
-      - name: Check for changes
+      - name: Web build check
         if: steps.changed-files.outputs.any_changed == 'true'
-        run: git diff --exit-code
+        working-directory: ./web
+        run: pnpm run build
 
   superlinter:
     name: SuperLinter
@@ -144,14 +126,14 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
           persist-credentials: false
 
       - name: Check changed files
         id: changed-files
-        uses: tj-actions/changed-files@v46
+        uses: tj-actions/changed-files@v47
         with:
           files: |
             **.sh

.github/workflows/tool-test-sdks.yaml

@@ -25,12 +25,12 @@ jobs:
         working-directory: sdks/nodejs-client
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
         with:
           persist-credentials: false
 
       - name: Use Node.js ${{ matrix.node-version }}
-        uses: actions/setup-node@v4
+        uses: actions/setup-node@v6
         with:
           node-version: ${{ matrix.node-version }}
           cache: ''

.github/workflows/translate-i18n-base-on-english.yml

@@ -1,10 +1,11 @@
-name: Check i18n Files and Create PR
+name: Translate i18n Files Based on English
 
 on:
   push:
     branches: [main]
     paths:
-      - 'web/i18n/en-US/*.ts'
+      - 'web/i18n/en-US/*.json'
+  workflow_dispatch:
 
 permissions:
   contents: write
@@ -18,6 +19,7 @@ jobs:
       run:
         working-directory: web
     steps:
+      # Keep use old checkout action version for https://github.com/peter-evans/create-pull-request/issues/4272
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
@@ -26,21 +28,28 @@ jobs:
       - name: Check for file changes in i18n/en-US
         id: check_files
         run: |
-          git fetch origin "${{ github.event.before }}" || true
-          git fetch origin "${{ github.sha }}" || true
-          changed_files=$(git diff --name-only "${{ github.event.before }}" "${{ github.sha }}" -- 'i18n/en-US/*.ts')
-          echo "Changed files: $changed_files"
-          if [ -n "$changed_files" ]; then
+          # Skip check for manual trigger, translate all files
+          if [ "${{ github.event_name }}" == "workflow_dispatch" ]; then
             echo "FILES_CHANGED=true" >> $GITHUB_ENV
-            file_args=""
-            for file in $changed_files; do
-              filename=$(basename "$file" .ts)
-              file_args="$file_args --file $filename"
-            done
-            echo "FILE_ARGS=$file_args" >> $GITHUB_ENV
-            echo "File arguments: $file_args"
+            echo "FILE_ARGS=" >> $GITHUB_ENV
+            echo "Manual trigger: translating all files"
           else
-            echo "FILES_CHANGED=false" >> $GITHUB_ENV
+            git fetch origin "${{ github.event.before }}" || true
+            git fetch origin "${{ github.sha }}" || true
+            changed_files=$(git diff --name-only "${{ github.event.before }}" "${{ github.sha }}" -- 'i18n/en-US/*.json')
+            echo "Changed files: $changed_files"
+            if [ -n "$changed_files" ]; then
+              echo "FILES_CHANGED=true" >> $GITHUB_ENV
+              file_args=""
+              for file in $changed_files; do
+                filename=$(basename "$file" .json)
+                file_args="$file_args --file $filename"
+              done
+              echo "FILE_ARGS=$file_args" >> $GITHUB_ENV
+              echo "File arguments: $file_args"
+            else
+              echo "FILES_CHANGED=false" >> $GITHUB_ENV
+            fi
           fi
 
       - name: Install pnpm
@@ -51,11 +60,11 @@ jobs:
 
       - name: Set up Node.js
         if: env.FILES_CHANGED == 'true'
-        uses: actions/setup-node@v4
+        uses: actions/setup-node@v6
         with:
           node-version: 'lts/*'
           cache: pnpm
-          cache-dependency-path: ./web/package.json
+          cache-dependency-path: ./web/pnpm-lock.yaml
 
       - name: Install dependencies
         if: env.FILES_CHANGED == 'true'
@@ -65,12 +74,7 @@ jobs:
       - name: Generate i18n translations
         if: env.FILES_CHANGED == 'true'
         working-directory: ./web
-        run: pnpm run auto-gen-i18n ${{ env.FILE_ARGS }}
-
-      - name: Generate i18n type definitions
-        if: env.FILES_CHANGED == 'true'
-        working-directory: ./web
-        run: pnpm run gen:i18n-types
+        run: pnpm run i18n:gen ${{ env.FILE_ARGS }}
 
       - name: Create Pull Request
         if: env.FILES_CHANGED == 'true'
@@ -78,14 +82,13 @@ jobs:
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
           commit-message: 'chore(i18n): update translations based on en-US changes'
-          title: 'chore(i18n): translate i18n files and update type definitions'
+          title: 'chore(i18n): translate i18n files based on en-US changes'
           body: |
-            This PR was automatically created to update i18n files and TypeScript type definitions based on changes in en-US locale.
+            This PR was automatically created to update i18n translation files based on changes in en-US locale.
 
             **Triggered by:** ${{ github.sha }}
 
             **Changes included:**
             - Updated translation files for all locales
-            - Regenerated TypeScript type definitions for type safety
           branch: chore/automated-i18n-updates-${{ github.sha }}
           delete-branch: true

.github/workflows/vdb-tests.yml

@@ -19,19 +19,19 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           persist-credentials: false
 
       - name: Free Disk Space
-        uses: endersonmenezes/free-disk-space@v2
+        uses: endersonmenezes/free-disk-space@v3
         with:
           remove_dotnet: true
           remove_haskell: true
           remove_tool_cache: true
 
       - name: Setup UV and Python
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@v7
         with:
           enable-cache: true
           python-version: ${{ matrix.python-version }}

.github/workflows/web-tests.yml

@@ -13,46 +13,356 @@ jobs:
     runs-on: ubuntu-latest
     defaults:
       run:
+        shell: bash
         working-directory: ./web
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
         with:
           persist-credentials: false
 
-      - name: Check changed files
-        id: changed-files
-        uses: tj-actions/changed-files@v46
-        with:
-          files: web/**
-
       - name: Install pnpm
-        if: steps.changed-files.outputs.any_changed == 'true'
         uses: pnpm/action-setup@v4
         with:
           package_json_file: web/package.json
           run_install: false
 
       - name: Setup Node.js
-        uses: actions/setup-node@v4
-        if: steps.changed-files.outputs.any_changed == 'true'
+        uses: actions/setup-node@v6
         with:
           node-version: 22
           cache: pnpm
-          cache-dependency-path: ./web/package.json
+          cache-dependency-path: ./web/pnpm-lock.yaml
 
       - name: Install dependencies
-        if: steps.changed-files.outputs.any_changed == 'true'
-        working-directory: ./web
         run: pnpm install --frozen-lockfile
 
-      - name: Check i18n types synchronization
-        if: steps.changed-files.outputs.any_changed == 'true'
-        working-directory: ./web
-        run: pnpm run check:i18n-types
-
       - name: Run tests
-        if: steps.changed-files.outputs.any_changed == 'true'
-        working-directory: ./web
-        run: pnpm test
+        run: pnpm test:coverage
+
+      - name: Coverage Summary
+        if: always()
+        id: coverage-summary
+        run: |
+          set -eo pipefail
+
+          COVERAGE_FILE="coverage/coverage-final.json"
+          COVERAGE_SUMMARY_FILE="coverage/coverage-summary.json"
+
+          if [ ! -f "$COVERAGE_FILE" ] && [ ! -f "$COVERAGE_SUMMARY_FILE" ]; then
+            echo "has_coverage=false" >> "$GITHUB_OUTPUT"
+            echo "### 🚨 Test Coverage Report :test_tube:" >> "$GITHUB_STEP_SUMMARY"
+            echo "Coverage data not found. Ensure Vitest runs with coverage enabled." >> "$GITHUB_STEP_SUMMARY"
+            exit 0
+          fi
+
+          echo "has_coverage=true" >> "$GITHUB_OUTPUT"
+
+          node <<'NODE' >> "$GITHUB_STEP_SUMMARY"
+          const fs = require('fs');
+          const path = require('path');
+          let libCoverage = null;
+
+          try {
+            libCoverage = require('istanbul-lib-coverage');
+          } catch (error) {
+            libCoverage = null;
+          }
+
+          const summaryPath = path.join('coverage', 'coverage-summary.json');
+          const finalPath = path.join('coverage', 'coverage-final.json');
+
+          const hasSummary = fs.existsSync(summaryPath);
+          const hasFinal = fs.existsSync(finalPath);
+
+          if (!hasSummary && !hasFinal) {
+            console.log('### Test Coverage Summary :test_tube:');
+            console.log('');
+            console.log('No coverage data found.');
+            process.exit(0);
+          }
+
+          const summary = hasSummary
+            ? JSON.parse(fs.readFileSync(summaryPath, 'utf8'))
+            : null;
+          const coverage = hasFinal
+            ? JSON.parse(fs.readFileSync(finalPath, 'utf8'))
+            : null;
+
+          const getLineCoverageFromStatements = (statementMap, statementHits) => {
+            const lineHits = {};
+
+            if (!statementMap || !statementHits) {
+              return lineHits;
+            }
+
+            Object.entries(statementMap).forEach(([key, statement]) => {
+              const line = statement?.start?.line;
+              if (!line) {
+                return;
+              }
+              const hits = statementHits[key] ?? 0;
+              const previous = lineHits[line];
+              lineHits[line] = previous === undefined ? hits : Math.max(previous, hits);
+            });
+
+            return lineHits;
+          };
+
+          const getFileCoverage = (entry) => (
+            libCoverage ? libCoverage.createFileCoverage(entry) : null
+          );
+
+          const getLineHits = (entry, fileCoverage) => {
+            const lineHits = entry.l ?? {};
+            if (Object.keys(lineHits).length > 0) {
+              return lineHits;
+            }
+            if (fileCoverage) {
+              return fileCoverage.getLineCoverage();
+            }
+            return getLineCoverageFromStatements(entry.statementMap ?? {}, entry.s ?? {});
+          };
+
+          const getUncoveredLines = (entry, fileCoverage, lineHits) => {
+            if (lineHits && Object.keys(lineHits).length > 0) {
+              return Object.entries(lineHits)
+                .filter(([, count]) => count === 0)
+                .map(([line]) => Number(line))
+                .sort((a, b) => a - b);
+            }
+            if (fileCoverage) {
+              return fileCoverage.getUncoveredLines();
+            }
+            return [];
+          };
+
+          const totals = {
+            lines: { covered: 0, total: 0 },
+            statements: { covered: 0, total: 0 },
+            branches: { covered: 0, total: 0 },
+            functions: { covered: 0, total: 0 },
+          };
+          const fileSummaries = [];
+
+          if (summary) {
+            const totalEntry = summary.total ?? {};
+            ['lines', 'statements', 'branches', 'functions'].forEach((key) => {
+              if (totalEntry[key]) {
+                totals[key].covered = totalEntry[key].covered ?? 0;
+                totals[key].total = totalEntry[key].total ?? 0;
+              }
+            });
+
+            Object.entries(summary)
+              .filter(([file]) => file !== 'total')
+              .forEach(([file, data]) => {
+                fileSummaries.push({
+                  file,
+                  pct: data.lines?.pct ?? data.statements?.pct ?? 0,
+                  lines: {
+                    covered: data.lines?.covered ?? 0,
+                    total: data.lines?.total ?? 0,
+                  },
+                });
+              });
+          } else if (coverage) {
+            Object.entries(coverage).forEach(([file, entry]) => {
+              const fileCoverage = getFileCoverage(entry);
+              const lineHits = getLineHits(entry, fileCoverage);
+              const statementHits = entry.s ?? {};
+              const branchHits = entry.b ?? {};
+              const functionHits = entry.f ?? {};
+
+              const lineTotal = Object.keys(lineHits).length;
+              const lineCovered = Object.values(lineHits).filter((n) => n > 0).length;
+
+              const statementTotal = Object.keys(statementHits).length;
+              const statementCovered = Object.values(statementHits).filter((n) => n > 0).length;
+
+              const branchTotal = Object.values(branchHits).reduce((acc, branches) => acc + branches.length, 0);
+              const branchCovered = Object.values(branchHits).reduce(
+                (acc, branches) => acc + branches.filter((n) => n > 0).length,
+                0,
+              );
+
+              const functionTotal = Object.keys(functionHits).length;
+              const functionCovered = Object.values(functionHits).filter((n) => n > 0).length;
+
+              totals.lines.total += lineTotal;
+              totals.lines.covered += lineCovered;
+              totals.statements.total += statementTotal;
+              totals.statements.covered += statementCovered;
+              totals.branches.total += branchTotal;
+              totals.branches.covered += branchCovered;
+              totals.functions.total += functionTotal;
+              totals.functions.covered += functionCovered;
+
+              const pct = (covered, tot) => (tot > 0 ? (covered / tot) * 100 : 0);
+
+              fileSummaries.push({
+                file,
+                pct: pct(lineCovered || statementCovered, lineTotal || statementTotal),
+                lines: {
+                  covered: lineCovered || statementCovered,
+                  total: lineTotal || statementTotal,
+                },
+              });
+            });
+          }
+
+          const pct = (covered, tot) => (tot > 0 ? ((covered / tot) * 100).toFixed(2) : '0.00');
+
+          console.log('### Test Coverage Summary :test_tube:');
+          console.log('');
+          console.log('| Metric | Coverage | Covered / Total |');
+          console.log('|--------|----------|-----------------|');
+          console.log(`| Lines | ${pct(totals.lines.covered, totals.lines.total)}% | ${totals.lines.covered} / ${totals.lines.total} |`);
+          console.log(`| Statements | ${pct(totals.statements.covered, totals.statements.total)}% | ${totals.statements.covered} / ${totals.statements.total} |`);
+          console.log(`| Branches | ${pct(totals.branches.covered, totals.branches.total)}% | ${totals.branches.covered} / ${totals.branches.total} |`);
+          console.log(`| Functions | ${pct(totals.functions.covered, totals.functions.total)}% | ${totals.functions.covered} / ${totals.functions.total} |`);
+
+          console.log('');
+          console.log('<details><summary>File coverage (lowest lines first)</summary>');
+          console.log('');
+          console.log('```');
+          fileSummaries
+            .sort((a, b) => (a.pct - b.pct) || (b.lines.total - a.lines.total))
+            .slice(0, 25)
+            .forEach(({ file, pct, lines }) => {
+              console.log(`${pct.toFixed(2)}%\t${lines.covered}/${lines.total}\t${file}`);
+            });
+          console.log('```');
+          console.log('</details>');
+
+          if (coverage) {
+            const pctValue = (covered, tot) => {
+              if (tot === 0) {
+                return '0';
+              }
+              return ((covered / tot) * 100)
+                .toFixed(2)
+                .replace(/\.?0+$/, '');
+            };
+
+            const formatLineRanges = (lines) => {
+              if (lines.length === 0) {
+                return '';
+              }
+              const ranges = [];
+              let start = lines[0];
+              let end = lines[0];
+
+              for (let i = 1; i < lines.length; i += 1) {
+                const current = lines[i];
+                if (current === end + 1) {
+                  end = current;
+                  continue;
+                }
+                ranges.push(start === end ? `${start}` : `${start}-${end}`);
+                start = current;
+                end = current;
+              }
+              ranges.push(start === end ? `${start}` : `${start}-${end}`);
+              return ranges.join(',');
+            };
+
+            const tableTotals = {
+              statements: { covered: 0, total: 0 },
+              branches: { covered: 0, total: 0 },
+              functions: { covered: 0, total: 0 },
+              lines: { covered: 0, total: 0 },
+            };
+            const tableRows = Object.entries(coverage)
+              .map(([file, entry]) => {
+                const fileCoverage = getFileCoverage(entry);
+                const lineHits = getLineHits(entry, fileCoverage);
+                const statementHits = entry.s ?? {};
+                const branchHits = entry.b ?? {};
+                const functionHits = entry.f ?? {};
+
+                const lineTotal = Object.keys(lineHits).length;
+                const lineCovered = Object.values(lineHits).filter((n) => n > 0).length;
+                const statementTotal = Object.keys(statementHits).length;
+                const statementCovered = Object.values(statementHits).filter((n) => n > 0).length;
+                const branchTotal = Object.values(branchHits).reduce((acc, branches) => acc + branches.length, 0);
+                const branchCovered = Object.values(branchHits).reduce(
+                  (acc, branches) => acc + branches.filter((n) => n > 0).length,
+                  0,
+                );
+                const functionTotal = Object.keys(functionHits).length;
+                const functionCovered = Object.values(functionHits).filter((n) => n > 0).length;
+
+                tableTotals.lines.total += lineTotal;
+                tableTotals.lines.covered += lineCovered;
+                tableTotals.statements.total += statementTotal;
+                tableTotals.statements.covered += statementCovered;
+                tableTotals.branches.total += branchTotal;
+                tableTotals.branches.covered += branchCovered;
+                tableTotals.functions.total += functionTotal;
+                tableTotals.functions.covered += functionCovered;
+
+                const uncoveredLines = getUncoveredLines(entry, fileCoverage, lineHits);
+
+                const filePath = entry.path ?? file;
+                const relativePath = path.isAbsolute(filePath)
+                  ? path.relative(process.cwd(), filePath)
+                  : filePath;
+
+                return {
+                  file: relativePath || file,
+                  statements: pctValue(statementCovered, statementTotal),
+                  branches: pctValue(branchCovered, branchTotal),
+                  functions: pctValue(functionCovered, functionTotal),
+                  lines: pctValue(lineCovered, lineTotal),
+                  uncovered: formatLineRanges(uncoveredLines),
+                };
+              })
+              .sort((a, b) => a.file.localeCompare(b.file));
+
+            const columns = [
+              { key: 'file', header: 'File', align: 'left' },
+              { key: 'statements', header: '% Stmts', align: 'right' },
+              { key: 'branches', header: '% Branch', align: 'right' },
+              { key: 'functions', header: '% Funcs', align: 'right' },
+              { key: 'lines', header: '% Lines', align: 'right' },
+              { key: 'uncovered', header: 'Uncovered Line #s', align: 'left' },
+            ];
+
+            const allFilesRow = {
+              file: 'All files',
+              statements: pctValue(tableTotals.statements.covered, tableTotals.statements.total),
+              branches: pctValue(tableTotals.branches.covered, tableTotals.branches.total),
+              functions: pctValue(tableTotals.functions.covered, tableTotals.functions.total),
+              lines: pctValue(tableTotals.lines.covered, tableTotals.lines.total),
+              uncovered: '',
+            };
+
+            const rowsForOutput = [allFilesRow, ...tableRows];
+            const formatRow = (row) => `| ${columns
+              .map(({ key }) => String(row[key] ?? ''))
+              .join(' | ')} |`;
+            const headerRow = `| ${columns.map(({ header }) => header).join(' | ')} |`;
+            const dividerRow = `| ${columns
+              .map(({ align }) => (align === 'right' ? '---:' : ':---'))
+              .join(' | ')} |`;
+
+            console.log('');
+            console.log('<details><summary>Vitest coverage table</summary>');
+            console.log('');
+            console.log(headerRow);
+            console.log(dividerRow);
+            rowsForOutput.forEach((row) => console.log(formatRow(row)));
+            console.log('</details>');
+          }
+          NODE
+
+      - name: Upload Coverage Artifact
+        if: steps.coverage-summary.outputs.has_coverage == 'true'
+        uses: actions/upload-artifact@v6
+        with:
+          name: web-coverage-report
+          path: web/coverage
+          retention-days: 30
+          if-no-files-found: error

.gitignore

@@ -139,7 +139,6 @@ pyrightconfig.json
 .idea/'
 
 .DS_Store
-web/.vscode/settings.json
 
 # Intellij IDEA Files
 .idea/*
@@ -196,6 +195,7 @@ docker/nginx/ssl/*
 !docker/nginx/ssl/.gitkeep
 docker/middleware.env
 docker/docker-compose.override.yaml
+docker/env-backup/*
 
 sdks/python-client/build
 sdks/python-client/dist
@@ -205,7 +205,6 @@ sdks/python-client/dify_client.egg-info
 !.vscode/launch.json.template
 !.vscode/README.md
 api/.vscode
-web/.vscode
 # vscode Code History Extension
 .history
 
@@ -220,15 +219,6 @@ plugins.jsonl
 # mise
 mise.toml
 
-# Next.js build output
-.next/
-
-# PWA generated files
-web/public/sw.js
-web/public/sw.js.map
-web/public/workbox-*.js
-web/public/workbox-*.js.map
-web/public/fallback-*.js
 
 # AI Assistant
 .roo/
@@ -245,3 +235,4 @@ scripts/stress-test/reports/
 
 # settings
 *.local.json
+*.local.md

.mcp.json

@@ -1,34 +0,0 @@
-{
-    "mcpServers": {
-      "context7": {
-        "type": "http",
-        "url": "https://mcp.context7.com/mcp"
-      },
-      "sequential-thinking": {
-        "type": "stdio",
-        "command": "npx",
-        "args": ["-y", "@modelcontextprotocol/server-sequential-thinking"],
-        "env": {}
-      },
-      "github": {
-        "type": "stdio",
-        "command": "npx",
-        "args": ["-y", "@modelcontextprotocol/server-github"],
-        "env": {
-          "GITHUB_PERSONAL_ACCESS_TOKEN": "${GITHUB_PERSONAL_ACCESS_TOKEN}"
-        }
-      },
-      "fetch": {
-        "type": "stdio",
-        "command": "uvx",
-        "args": ["mcp-server-fetch"],
-        "env": {}
-      },
-      "playwright": {
-        "type": "stdio",
-        "command": "npx",
-        "args": ["-y", "@playwright/mcp@latest"],
-        "env": {}
-      }
-    }
-  }

.vscode/launch.json.template

@@ -37,7 +37,7 @@
                 "-c",
                 "1",
                 "-Q",
-                "dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor",
+                "dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor,retention",
                 "--loglevel",
                 "INFO"
             ],

Makefile

@@ -60,9 +60,10 @@ check:
 	@echo "✅ Code check complete"
 
 lint:
-	@echo "🔧 Running ruff format, check with fixes, and import linter..."
+	@echo "🔧 Running ruff format, check with fixes, import linter, and dotenv-linter..."
 	@uv run --project api --dev sh -c 'ruff format ./api && ruff check --fix ./api'
 	@uv run --directory api --dev lint-imports
+	@uv run --project api --dev dotenv-linter ./api/.env.example ./web/.env.example
 	@echo "✅ Linting complete"
 
 type-check:
@@ -122,7 +123,7 @@ help:
 	@echo "Backend Code Quality:"
 	@echo "  make format         - Format code with ruff"
 	@echo "  make check          - Check code with ruff"
-	@echo "  make lint           - Format and fix code with ruff"
+	@echo "  make lint           - Format, fix, and lint code (ruff, imports, dotenv)"
 	@echo "  make type-check     - Run type checking with basedpyright"
 	@echo "  make test           - Run backend unit tests"
 	@echo ""

api/.env.example

@@ -101,6 +101,15 @@ S3_ACCESS_KEY=your-access-key
 S3_SECRET_KEY=your-secret-key
 S3_REGION=your-region
 
+# Workflow run and Conversation archive storage (S3-compatible)
+ARCHIVE_STORAGE_ENABLED=false
+ARCHIVE_STORAGE_ENDPOINT=
+ARCHIVE_STORAGE_ARCHIVE_BUCKET=
+ARCHIVE_STORAGE_EXPORT_BUCKET=
+ARCHIVE_STORAGE_ACCESS_KEY=
+ARCHIVE_STORAGE_SECRET_KEY=
+ARCHIVE_STORAGE_REGION=auto
+
 # Azure Blob Storage configuration
 AZURE_BLOB_ACCOUNT_NAME=your-account-name
 AZURE_BLOB_ACCOUNT_KEY=your-account-key
@@ -116,6 +125,7 @@ ALIYUN_OSS_AUTH_VERSION=v1
 ALIYUN_OSS_REGION=your-region
 # Don't start with '/'. OSS doesn't support leading slash in object names.
 ALIYUN_OSS_PATH=your-path
+ALIYUN_CLOUDBOX_ID=your-cloudbox-id
 
 # Google Storage configuration
 GOOGLE_STORAGE_BUCKET_NAME=your-bucket-name
@@ -127,12 +137,14 @@ TENCENT_COS_SECRET_KEY=your-secret-key
 TENCENT_COS_SECRET_ID=your-secret-id
 TENCENT_COS_REGION=your-region
 TENCENT_COS_SCHEME=your-scheme
+TENCENT_COS_CUSTOM_DOMAIN=your-custom-domain
 
 # Huawei OBS Storage Configuration
 HUAWEI_OBS_BUCKET_NAME=your-bucket-name
 HUAWEI_OBS_SECRET_KEY=your-secret-key
 HUAWEI_OBS_ACCESS_KEY=your-access-key
 HUAWEI_OBS_SERVER=your-server-url
+HUAWEI_OBS_PATH_STYLE=false
 
 # Baidu OBS Storage Configuration
 BAIDU_OBS_BUCKET_NAME=your-bucket-name
@@ -490,6 +502,8 @@ LOG_FILE_BACKUP_COUNT=5
 LOG_DATEFORMAT=%Y-%m-%d %H:%M:%S
 # Log Timezone
 LOG_TZ=UTC
+# Log output format: text or json
+LOG_OUTPUT_FORMAT=text
 # Log format
 LOG_FORMAT=%(asctime)s,%(msecs)d %(levelname)-2s [%(filename)s:%(lineno)d] %(req_id)s %(message)s
 
@@ -543,6 +557,29 @@ APP_MAX_EXECUTION_TIME=1200
 APP_DEFAULT_ACTIVE_REQUESTS=0
 APP_MAX_ACTIVE_REQUESTS=0
 
+# Aliyun SLS Logstore Configuration
+# Aliyun Access Key ID
+ALIYUN_SLS_ACCESS_KEY_ID=
+# Aliyun Access Key Secret
+ALIYUN_SLS_ACCESS_KEY_SECRET=
+# Aliyun SLS Endpoint (e.g., cn-hangzhou.log.aliyuncs.com)
+ALIYUN_SLS_ENDPOINT=
+# Aliyun SLS Region (e.g., cn-hangzhou)
+ALIYUN_SLS_REGION=
+# Aliyun SLS Project Name
+ALIYUN_SLS_PROJECT_NAME=
+# Number of days to retain workflow run logs (default: 365 days， 3650 for permanent storage)
+ALIYUN_SLS_LOGSTORE_TTL=365
+# Enable dual-write to both SLS LogStore and SQL database (default: false)
+LOGSTORE_DUAL_WRITE_ENABLED=false
+# Enable dual-read fallback to SQL database when LogStore returns no results (default: true)
+# Useful for migration scenarios where historical data exists only in SQL database
+LOGSTORE_DUAL_READ_ENABLED=true
+# Control flag for whether to write the `graph` field to LogStore.
+# If LOGSTORE_ENABLE_PUT_GRAPH_FIELD is "true", write the full `graph` field;
+# otherwise write an empty {} instead. Defaults to writing the `graph` field.
+LOGSTORE_ENABLE_PUT_GRAPH_FIELD=true
+
 # Celery beat configuration
 CELERY_BEAT_SCHEDULER_TIME=1
 
@@ -670,4 +707,8 @@ ANNOTATION_IMPORT_MIN_RECORDS=1
 ANNOTATION_IMPORT_RATE_LIMIT_PER_MINUTE=5
 ANNOTATION_IMPORT_RATE_LIMIT_PER_HOUR=20
 # Maximum number of concurrent annotation import tasks per tenant
-ANNOTATION_IMPORT_MAX_CONCURRENT=5
+ANNOTATION_IMPORT_MAX_CONCURRENT=5
+# Sandbox expired records clean configuration
+SANDBOX_EXPIRED_RECORDS_CLEAN_GRACEFUL_PERIOD=21
+SANDBOX_EXPIRED_RECORDS_CLEAN_BATCH_SIZE=1000
+SANDBOX_EXPIRED_RECORDS_RETENTION_DAYS=30

api/.importlinter

@@ -3,9 +3,11 @@ root_packages =
     core
     configs
     controllers
+    extensions
     models
     tasks
     services
+include_external_packages = True
 
 [importlinter:contract:workflow]
 name = Workflow
@@ -33,6 +35,28 @@ ignore_imports =
     core.workflow.nodes.loop.loop_node -> core.workflow.graph
     core.workflow.nodes.loop.loop_node -> core.workflow.graph_engine.command_channels
 
+[importlinter:contract:workflow-infrastructure-dependencies]
+name = Workflow Infrastructure Dependencies
+type = forbidden
+source_modules =
+    core.workflow
+forbidden_modules =
+    extensions.ext_database
+    extensions.ext_redis
+allow_indirect_imports = True
+ignore_imports =
+    core.workflow.nodes.agent.agent_node -> extensions.ext_database
+    core.workflow.nodes.datasource.datasource_node -> extensions.ext_database
+    core.workflow.nodes.knowledge_index.knowledge_index_node -> extensions.ext_database
+    core.workflow.nodes.knowledge_retrieval.knowledge_retrieval_node -> extensions.ext_database
+    core.workflow.nodes.llm.file_saver -> extensions.ext_database
+    core.workflow.nodes.llm.llm_utils -> extensions.ext_database
+    core.workflow.nodes.llm.node -> extensions.ext_database
+    core.workflow.nodes.tool.tool_node -> extensions.ext_database
+    core.workflow.graph_engine.command_channels.redis_channel -> extensions.ext_redis
+    core.workflow.graph_engine.manager -> extensions.ext_redis
+    core.workflow.nodes.knowledge_retrieval.knowledge_retrieval_node -> extensions.ext_redis
+
 [importlinter:contract:rsc]
 name = RSC
 type = layers

api/.ruff.toml

@@ -1,4 +1,8 @@
-exclude = ["migrations/*"]
+exclude = [
+    "migrations/*",
+    ".git",
+    ".git/**",
+]
 line-length = 120
 
 [format]

api/Dockerfile

@@ -50,16 +50,33 @@ WORKDIR /app/api
 
 # Create non-root user
 ARG dify_uid=1001
+ARG NODE_MAJOR=22
+ARG NODE_PACKAGE_VERSION=22.21.0-1nodesource1
+ARG NODESOURCE_KEY_FPR=6F71F525282841EEDAF851B42F59B5F99B1BE0B4
 RUN groupadd -r -g ${dify_uid} dify && \
     useradd -r -u ${dify_uid} -g ${dify_uid} -s /bin/bash dify && \
     chown -R dify:dify /app
 
 RUN \
     apt-get update \
+    && apt-get install -y --no-install-recommends \
+        ca-certificates \
+        curl \
+        gnupg \
+    && mkdir -p /etc/apt/keyrings \
+    && curl -fsSL https://deb.nodesource.com/gpgkey/nodesource-repo.gpg.key -o /tmp/nodesource.gpg \
+    && gpg --show-keys --with-colons /tmp/nodesource.gpg \
+        | awk -F: '/^fpr:/ {print $10}' \
+        | grep -Fx "${NODESOURCE_KEY_FPR}" \
+    && gpg --dearmor -o /etc/apt/keyrings/nodesource.gpg /tmp/nodesource.gpg \
+    && rm -f /tmp/nodesource.gpg \
+    && echo "deb [signed-by=/etc/apt/keyrings/nodesource.gpg] https://deb.nodesource.com/node_${NODE_MAJOR}.x nodistro main" \
+        > /etc/apt/sources.list.d/nodesource.list \
+    && apt-get update \
     # Install dependencies
     && apt-get install -y --no-install-recommends \
         # basic environment
-        curl nodejs \
+        nodejs=${NODE_PACKAGE_VERSION} \
         # for gmpy2 \
         libgmp-dev libmpfr-dev libmpc-dev \
         # For Security
@@ -79,7 +96,8 @@ COPY --from=packages --chown=dify:dify ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 ENV PATH="${VIRTUAL_ENV}/bin:${PATH}"
 
 # Download nltk data
-RUN mkdir -p /usr/local/share/nltk_data && NLTK_DATA=/usr/local/share/nltk_data python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger'); nltk.download('stopwords')" \
+RUN mkdir -p /usr/local/share/nltk_data \
+    && NLTK_DATA=/usr/local/share/nltk_data python -c "import nltk; from unstructured.nlp.tokenize import download_nltk_packages; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger'); nltk.download('stopwords'); download_nltk_packages()" \
     && chmod -R 755 /usr/local/share/nltk_data
 
 ENV TIKTOKEN_CACHE_DIR=/app/api/.tiktoken_cache

api/README.md

@@ -84,7 +84,7 @@
 1. If you need to handle and debug the async tasks (e.g. dataset importing and documents indexing), please start the worker service.
 
 ```bash
-uv run celery -A app.celery worker -P threads -c 2 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor
+uv run celery -A app.celery worker -P threads -c 2 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor,retention
 ```
 
 Additionally, if you want to debug the celery scheduled tasks, you can run the following command in another terminal to start the beat service:

api/app_factory.py

@@ -2,9 +2,11 @@ import logging
 import time
 
 from opentelemetry.trace import get_current_span
+from opentelemetry.trace.span import INVALID_SPAN_ID, INVALID_TRACE_ID
 
 from configs import dify_config
 from contexts.wrapper import RecyclableContextVar
+from core.logging.context import init_request_context
 from dify_app import DifyApp
 
 logger = logging.getLogger(__name__)
@@ -25,28 +27,35 @@ def create_flask_app_with_configs() -> DifyApp:
     # add before request hook
     @dify_app.before_request
     def before_request():
-        # add an unique identifier to each request
+        # Initialize logging context for this request
+        init_request_context()
         RecyclableContextVar.increment_thread_recycles()
 
-    # add after request hook for injecting X-Trace-Id header from OpenTelemetry span context
+    # add after request hook for injecting trace headers from OpenTelemetry span context
+    # Only adds headers when OTEL is enabled and has valid context
     @dify_app.after_request
-    def add_trace_id_header(response):
+    def add_trace_headers(response):
         try:
             span = get_current_span()
             ctx = span.get_span_context() if span else None
-            if ctx and ctx.is_valid:
-                trace_id_hex = format(ctx.trace_id, "032x")
-                # Avoid duplicates if some middleware added it
-                if "X-Trace-Id" not in response.headers:
-                    response.headers["X-Trace-Id"] = trace_id_hex
+
+            if not ctx or not ctx.is_valid:
+                return response
+
+            # Inject trace headers from OTEL context
+            if ctx.trace_id != INVALID_TRACE_ID and "X-Trace-Id" not in response.headers:
+                response.headers["X-Trace-Id"] = format(ctx.trace_id, "032x")
+            if ctx.span_id != INVALID_SPAN_ID and "X-Span-Id" not in response.headers:
+                response.headers["X-Span-Id"] = format(ctx.span_id, "016x")
+
         except Exception:
             # Never break the response due to tracing header injection
-            logger.warning("Failed to add trace ID to response header", exc_info=True)
+            logger.warning("Failed to add trace headers to response", exc_info=True)
         return response
 
     # Capture the decorator's return value to avoid pyright reportUnusedFunction
     _ = before_request
-    _ = add_trace_id_header
+    _ = add_trace_headers
 
     return dify_app
 
@@ -75,6 +84,7 @@ def initialize_extensions(app: DifyApp):
         ext_import_modules,
         ext_logging,
         ext_login,
+        ext_logstore,
         ext_mail,
         ext_migrate,
         ext_orjson,
@@ -105,6 +115,7 @@ def initialize_extensions(app: DifyApp):
         ext_migrate,
         ext_redis,
         ext_storage,
+        ext_logstore,  # Initialize logstore after storage, before celery
         ext_celery,
         ext_login,
         ext_mail,

api/commands.py

@@ -235,7 +235,7 @@ def migrate_annotation_vector_database():
                 if annotations:
                     for annotation in annotations:
                         document = Document(
-                            page_content=annotation.question,
+                            page_content=annotation.question_text,
                             metadata={"annotation_id": annotation.id, "app_id": app.id, "doc_id": annotation.id},
                         )
                         documents.append(document)
@@ -1184,6 +1184,217 @@ def remove_orphaned_files_on_storage(force: bool):
         click.echo(click.style(f"Removed {removed_files} orphaned files, with {error_files} errors.", fg="yellow"))
 
 
+@click.command("file-usage", help="Query file usages and show where files are referenced.")
+@click.option("--file-id", type=str, default=None, help="Filter by file UUID.")
+@click.option("--key", type=str, default=None, help="Filter by storage key.")
+@click.option("--src", type=str, default=None, help="Filter by table.column pattern (e.g., 'documents.%' or '%.icon').")
+@click.option("--limit", type=int, default=100, help="Limit number of results (default: 100).")
+@click.option("--offset", type=int, default=0, help="Offset for pagination (default: 0).")
+@click.option("--json", "output_json", is_flag=True, help="Output results in JSON format.")
+def file_usage(
+    file_id: str | None,
+    key: str | None,
+    src: str | None,
+    limit: int,
+    offset: int,
+    output_json: bool,
+):
+    """
+    Query file usages and show where files are referenced in the database.
+
+    This command reuses the same reference checking logic as clear-orphaned-file-records
+    and displays detailed information about where each file is referenced.
+    """
+    # define tables and columns to process
+    files_tables = [
+        {"table": "upload_files", "id_column": "id", "key_column": "key"},
+        {"table": "tool_files", "id_column": "id", "key_column": "file_key"},
+    ]
+    ids_tables = [
+        {"type": "uuid", "table": "message_files", "column": "upload_file_id", "pk_column": "id"},
+        {"type": "text", "table": "documents", "column": "data_source_info", "pk_column": "id"},
+        {"type": "text", "table": "document_segments", "column": "content", "pk_column": "id"},
+        {"type": "text", "table": "messages", "column": "answer", "pk_column": "id"},
+        {"type": "text", "table": "workflow_node_executions", "column": "inputs", "pk_column": "id"},
+        {"type": "text", "table": "workflow_node_executions", "column": "process_data", "pk_column": "id"},
+        {"type": "text", "table": "workflow_node_executions", "column": "outputs", "pk_column": "id"},
+        {"type": "text", "table": "conversations", "column": "introduction", "pk_column": "id"},
+        {"type": "text", "table": "conversations", "column": "system_instruction", "pk_column": "id"},
+        {"type": "text", "table": "accounts", "column": "avatar", "pk_column": "id"},
+        {"type": "text", "table": "apps", "column": "icon", "pk_column": "id"},
+        {"type": "text", "table": "sites", "column": "icon", "pk_column": "id"},
+        {"type": "json", "table": "messages", "column": "inputs", "pk_column": "id"},
+        {"type": "json", "table": "messages", "column": "message", "pk_column": "id"},
+    ]
+
+    # Stream file usages with pagination to avoid holding all results in memory
+    paginated_usages = []
+    total_count = 0
+
+    # First, build a mapping of file_id -> storage_key from the base tables
+    file_key_map = {}
+    for files_table in files_tables:
+        query = f"SELECT {files_table['id_column']}, {files_table['key_column']} FROM {files_table['table']}"
+        with db.engine.begin() as conn:
+            rs = conn.execute(sa.text(query))
+            for row in rs:
+                file_key_map[str(row[0])] = f"{files_table['table']}:{row[1]}"
+
+    # If filtering by key or file_id, verify it exists
+    if file_id and file_id not in file_key_map:
+        if output_json:
+            click.echo(json.dumps({"error": f"File ID {file_id} not found in base tables"}))
+        else:
+            click.echo(click.style(f"File ID {file_id} not found in base tables.", fg="red"))
+        return
+
+    if key:
+        valid_prefixes = {f"upload_files:{key}", f"tool_files:{key}"}
+        matching_file_ids = [fid for fid, fkey in file_key_map.items() if fkey in valid_prefixes]
+        if not matching_file_ids:
+            if output_json:
+                click.echo(json.dumps({"error": f"Key {key} not found in base tables"}))
+            else:
+                click.echo(click.style(f"Key {key} not found in base tables.", fg="red"))
+            return
+
+    guid_regexp = "[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}"
+
+    # For each reference table/column, find matching file IDs and record the references
+    for ids_table in ids_tables:
+        src_filter = f"{ids_table['table']}.{ids_table['column']}"
+
+        # Skip if src filter doesn't match (use fnmatch for wildcard patterns)
+        if src:
+            if "%" in src or "_" in src:
+                import fnmatch
+
+                # Convert SQL LIKE wildcards to fnmatch wildcards (% -> *, _ -> ?)
+                pattern = src.replace("%", "*").replace("_", "?")
+                if not fnmatch.fnmatch(src_filter, pattern):
+                    continue
+            else:
+                if src_filter != src:
+                    continue
+
+        if ids_table["type"] == "uuid":
+            # Direct UUID match
+            query = (
+                f"SELECT {ids_table['pk_column']}, {ids_table['column']} "
+                f"FROM {ids_table['table']} WHERE {ids_table['column']} IS NOT NULL"
+            )
+            with db.engine.begin() as conn:
+                rs = conn.execute(sa.text(query))
+                for row in rs:
+                    record_id = str(row[0])
+                    ref_file_id = str(row[1])
+                    if ref_file_id not in file_key_map:
+                        continue
+                    storage_key = file_key_map[ref_file_id]
+
+                    # Apply filters
+                    if file_id and ref_file_id != file_id:
+                        continue
+                    if key and not storage_key.endswith(key):
+                        continue
+
+                    # Only collect items within the requested page range
+                    if offset <= total_count < offset + limit:
+                        paginated_usages.append(
+                            {
+                                "src": f"{ids_table['table']}.{ids_table['column']}",
+                                "record_id": record_id,
+                                "file_id": ref_file_id,
+                                "key": storage_key,
+                            }
+                        )
+                    total_count += 1
+
+        elif ids_table["type"] in ("text", "json"):
+            # Extract UUIDs from text/json content
+            column_cast = f"{ids_table['column']}::text" if ids_table["type"] == "json" else ids_table["column"]
+            query = (
+                f"SELECT {ids_table['pk_column']}, {column_cast} "
+                f"FROM {ids_table['table']} WHERE {ids_table['column']} IS NOT NULL"
+            )
+            with db.engine.begin() as conn:
+                rs = conn.execute(sa.text(query))
+                for row in rs:
+                    record_id = str(row[0])
+                    content = str(row[1])
+
+                    # Find all UUIDs in the content
+                    import re
+
+                    uuid_pattern = re.compile(guid_regexp, re.IGNORECASE)
+                    matches = uuid_pattern.findall(content)
+
+                    for ref_file_id in matches:
+                        if ref_file_id not in file_key_map:
+                            continue
+                        storage_key = file_key_map[ref_file_id]
+
+                        # Apply filters
+                        if file_id and ref_file_id != file_id:
+                            continue
+                        if key and not storage_key.endswith(key):
+                            continue
+
+                        # Only collect items within the requested page range
+                        if offset <= total_count < offset + limit:
+                            paginated_usages.append(
+                                {
+                                    "src": f"{ids_table['table']}.{ids_table['column']}",
+                                    "record_id": record_id,
+                                    "file_id": ref_file_id,
+                                    "key": storage_key,
+                                }
+                            )
+                        total_count += 1
+
+    # Output results
+    if output_json:
+        result = {
+            "total": total_count,
+            "offset": offset,
+            "limit": limit,
+            "usages": paginated_usages,
+        }
+        click.echo(json.dumps(result, indent=2))
+    else:
+        click.echo(
+            click.style(f"Found {total_count} file usages (showing {len(paginated_usages)} results)", fg="white")
+        )
+        click.echo("")
+
+        if not paginated_usages:
+            click.echo(click.style("No file usages found matching the specified criteria.", fg="yellow"))
+            return
+
+        # Print table header
+        click.echo(
+            click.style(
+                f"{'Src (Table.Column)':<50} {'Record ID':<40} {'File ID':<40} {'Storage Key':<60}",
+                fg="cyan",
+            )
+        )
+        click.echo(click.style("-" * 190, fg="white"))
+
+        # Print each usage
+        for usage in paginated_usages:
+            click.echo(f"{usage['src']:<50} {usage['record_id']:<40} {usage['file_id']:<40} {usage['key']:<60}")
+
+        # Show pagination info
+        if offset + limit < total_count:
+            click.echo("")
+            click.echo(
+                click.style(
+                    f"Showing {offset + 1}-{offset + len(paginated_usages)} of {total_count} results", fg="white"
+                )
+            )
+            click.echo(click.style(f"Use --offset {offset + limit} to see next page", fg="white"))
+
+
 @click.command("setup-system-tool-oauth-client", help="Setup system tool oauth client.")
 @click.option("--provider", prompt=True, help="Provider name")
 @click.option("--client-params", prompt=True, help="Client Params")

api/configs/extra/__init__.py

@@ -1,9 +1,11 @@
+from configs.extra.archive_config import ArchiveStorageConfig
 from configs.extra.notion_config import NotionConfig
 from configs.extra.sentry_config import SentryConfig
 
 
 class ExtraServiceConfig(
     # place the configs in alphabet order
+    ArchiveStorageConfig,
     NotionConfig,
     SentryConfig,
 ):

api/configs/extra/archive_config.py

@@ -0,0 +1,43 @@
+from pydantic import Field
+from pydantic_settings import BaseSettings
+
+
+class ArchiveStorageConfig(BaseSettings):
+    """
+    Configuration settings for workflow run logs archiving storage.
+    """
+
+    ARCHIVE_STORAGE_ENABLED: bool = Field(
+        description="Enable workflow run logs archiving to S3-compatible storage",
+        default=False,
+    )
+
+    ARCHIVE_STORAGE_ENDPOINT: str | None = Field(
+        description="URL of the S3-compatible storage endpoint (e.g., 'https://storage.example.com')",
+        default=None,
+    )
+
+    ARCHIVE_STORAGE_ARCHIVE_BUCKET: str | None = Field(
+        description="Name of the bucket to store archived workflow logs",
+        default=None,
+    )
+
+    ARCHIVE_STORAGE_EXPORT_BUCKET: str | None = Field(
+        description="Name of the bucket to store exported workflow runs",
+        default=None,
+    )
+
+    ARCHIVE_STORAGE_ACCESS_KEY: str | None = Field(
+        description="Access key ID for authenticating with storage",
+        default=None,
+    )
+
+    ARCHIVE_STORAGE_SECRET_KEY: str | None = Field(
+        description="Secret access key for authenticating with storage",
+        default=None,
+    )
+
+    ARCHIVE_STORAGE_REGION: str = Field(
+        description="Region for storage (use 'auto' if the provider supports it)",
+        default="auto",
+    )

api/configs/feature/__init__.py

@@ -218,7 +218,7 @@ class PluginConfig(BaseSettings):
 
     PLUGIN_DAEMON_TIMEOUT: PositiveFloat | None = Field(
         description="Timeout in seconds for requests to the plugin daemon (set to None to disable)",
-        default=300.0,
+        default=600.0,
     )
 
     INNER_API_KEY_FOR_PLUGIN: str = Field(description="Inner api key for plugin", default="inner-api-key")
@@ -587,6 +587,11 @@ class LoggingConfig(BaseSettings):
         default="INFO",
     )
 
+    LOG_OUTPUT_FORMAT: Literal["text", "json"] = Field(
+        description="Log output format: 'text' for human-readable, 'json' for structured JSON logs.",
+        default="text",
+    )
+
     LOG_FILE: str | None = Field(
         description="File path for log output.",
         default=None,
@@ -1270,6 +1275,21 @@ class TenantIsolatedTaskQueueConfig(BaseSettings):
     )
 
 
+class SandboxExpiredRecordsCleanConfig(BaseSettings):
+    SANDBOX_EXPIRED_RECORDS_CLEAN_GRACEFUL_PERIOD: NonNegativeInt = Field(
+        description="Graceful period in days for sandbox records clean after subscription expiration",
+        default=21,
+    )
+    SANDBOX_EXPIRED_RECORDS_CLEAN_BATCH_SIZE: PositiveInt = Field(
+        description="Maximum number of records to process in each batch",
+        default=1000,
+    )
+    SANDBOX_EXPIRED_RECORDS_RETENTION_DAYS: PositiveInt = Field(
+        description="Retention days for sandbox expired workflow_run records and message records",
+        default=30,
+    )
+
+
 class FeatureConfig(
     # place the configs in alphabet order
     AppExecutionConfig,
@@ -1295,6 +1315,7 @@ class FeatureConfig(
     PositionConfig,
     RagEtlConfig,
     RepositoryConfig,
+    SandboxExpiredRecordsCleanConfig,
     SecurityConfig,
     TenantIsolatedTaskQueueConfig,
     ToolConfig,

api/configs/middleware/storage/aliyun_oss_storage_config.py

@@ -41,3 +41,8 @@ class AliyunOSSStorageConfig(BaseSettings):
         description="Base path within the bucket to store objects (e.g., 'my-app-data/')",
         default=None,
     )
+
+    ALIYUN_CLOUDBOX_ID: str | None = Field(
+        description="Cloudbox id for aliyun cloudbox service",
+        default=None,
+    )

api/configs/middleware/storage/huawei_obs_storage_config.py

@@ -26,3 +26,8 @@ class HuaweiCloudOBSStorageConfig(BaseSettings):
         description="Endpoint URL for Huawei Cloud OBS (e.g., 'https://obs.cn-north-4.myhuaweicloud.com')",
         default=None,
     )
+
+    HUAWEI_OBS_PATH_STYLE: bool = Field(
+        description="Flag to indicate whether to use path-style URLs for OBS requests",
+        default=False,
+    )

api/configs/middleware/storage/tencent_cos_storage_config.py

@@ -31,3 +31,8 @@ class TencentCloudCOSStorageConfig(BaseSettings):
         description="Protocol scheme for COS requests: 'https' (recommended) or 'http'",
         default=None,
     )
+
+    TENCENT_COS_CUSTOM_DOMAIN: str | None = Field(
+        description="Tencent Cloud COS custom domain setting",
+        default=None,
+    )

api/configs/middleware/vdb/milvus_config.py

@@ -16,7 +16,6 @@ class MilvusConfig(BaseSettings):
         description="Authentication token for Milvus, if token-based authentication is enabled",
         default=None,
     )
-
     MILVUS_USER: str | None = Field(
         description="Username for authenticating with Milvus, if username/password authentication is enabled",
         default=None,

api/controllers/common/fields.py

@@ -1,62 +1,59 @@
-from flask_restx import Api, Namespace, fields
+from __future__ import annotations
 
-from libs.helper import AppIconUrlField
+from typing import Any, TypeAlias
 
-parameters__system_parameters = {
-    "image_file_size_limit": fields.Integer,
-    "video_file_size_limit": fields.Integer,
-    "audio_file_size_limit": fields.Integer,
-    "file_size_limit": fields.Integer,
-    "workflow_file_upload_limit": fields.Integer,
-}
+from pydantic import BaseModel, ConfigDict, computed_field
+
+from core.file import helpers as file_helpers
+from models.model import IconType
+
+JSONValue: TypeAlias = str | int | float | bool | None | dict[str, Any] | list[Any]
+JSONObject: TypeAlias = dict[str, Any]
 
 
-def build_system_parameters_model(api_or_ns: Api | Namespace):
-    """Build the system parameters model for the API or Namespace."""
-    return api_or_ns.model("SystemParameters", parameters__system_parameters)
+class SystemParameters(BaseModel):
+    image_file_size_limit: int
+    video_file_size_limit: int
+    audio_file_size_limit: int
+    file_size_limit: int
+    workflow_file_upload_limit: int
 
 
-parameters_fields = {
-    "opening_statement": fields.String,
-    "suggested_questions": fields.Raw,
-    "suggested_questions_after_answer": fields.Raw,
-    "speech_to_text": fields.Raw,
-    "text_to_speech": fields.Raw,
-    "retriever_resource": fields.Raw,
-    "annotation_reply": fields.Raw,
-    "more_like_this": fields.Raw,
-    "user_input_form": fields.Raw,
-    "sensitive_word_avoidance": fields.Raw,
-    "file_upload": fields.Raw,
-    "system_parameters": fields.Nested(parameters__system_parameters),
-}
+class Parameters(BaseModel):
+    opening_statement: str | None = None
+    suggested_questions: list[str]
+    suggested_questions_after_answer: JSONObject
+    speech_to_text: JSONObject
+    text_to_speech: JSONObject
+    retriever_resource: JSONObject
+    annotation_reply: JSONObject
+    more_like_this: JSONObject
+    user_input_form: list[JSONObject]
+    sensitive_word_avoidance: JSONObject
+    file_upload: JSONObject
+    system_parameters: SystemParameters
 
 
-def build_parameters_model(api_or_ns: Api | Namespace):
-    """Build the parameters model for the API or Namespace."""
-    copied_fields = parameters_fields.copy()
-    copied_fields["system_parameters"] = fields.Nested(build_system_parameters_model(api_or_ns))
-    return api_or_ns.model("Parameters", copied_fields)
+class Site(BaseModel):
+    model_config = ConfigDict(from_attributes=True)
 
+    title: str
+    chat_color_theme: str | None = None
+    chat_color_theme_inverted: bool
+    icon_type: str | None = None
+    icon: str | None = None
+    icon_background: str | None = None
+    description: str | None = None
+    copyright: str | None = None
+    privacy_policy: str | None = None
+    custom_disclaimer: str | None = None
+    default_language: str
+    show_workflow_steps: bool
+    use_icon_as_answer_icon: bool
 
-site_fields = {
-    "title": fields.String,
-    "chat_color_theme": fields.String,
-    "chat_color_theme_inverted": fields.Boolean,
-    "icon_type": fields.String,
-    "icon": fields.String,
-    "icon_background": fields.String,
-    "icon_url": AppIconUrlField,
-    "description": fields.String,
-    "copyright": fields.String,
-    "privacy_policy": fields.String,
-    "custom_disclaimer": fields.String,
-    "default_language": fields.String,
-    "show_workflow_steps": fields.Boolean,
-    "use_icon_as_answer_icon": fields.Boolean,
-}
-
-
-def build_site_model(api_or_ns: Api | Namespace):
-    """Build the site model for the API or Namespace."""
-    return api_or_ns.model("Site", site_fields)
+    @computed_field(return_type=str | None)  # type: ignore
+    @property
+    def icon_url(self) -> str | None:
+        if self.icon and self.icon_type == IconType.IMAGE:
+            return file_helpers.get_signed_file_url(self.icon)
+        return None

api/controllers/common/file_response.py

@@ -0,0 +1,57 @@
+import os
+from email.message import Message
+from urllib.parse import quote
+
+from flask import Response
+
+HTML_MIME_TYPES = frozenset({"text/html", "application/xhtml+xml"})
+HTML_EXTENSIONS = frozenset({"html", "htm"})
+
+
+def _normalize_mime_type(mime_type: str | None) -> str:
+    if not mime_type:
+        return ""
+    message = Message()
+    message["Content-Type"] = mime_type
+    return message.get_content_type().strip().lower()
+
+
+def _is_html_extension(extension: str | None) -> bool:
+    if not extension:
+        return False
+    return extension.lstrip(".").lower() in HTML_EXTENSIONS
+
+
+def is_html_content(mime_type: str | None, filename: str | None, extension: str | None = None) -> bool:
+    normalized_mime_type = _normalize_mime_type(mime_type)
+    if normalized_mime_type in HTML_MIME_TYPES:
+        return True
+
+    if _is_html_extension(extension):
+        return True
+
+    if filename:
+        return _is_html_extension(os.path.splitext(filename)[1])
+
+    return False
+
+
+def enforce_download_for_html(
+    response: Response,
+    *,
+    mime_type: str | None,
+    filename: str | None,
+    extension: str | None = None,
+) -> bool:
+    if not is_html_content(mime_type, filename, extension):
+        return False
+
+    if filename:
+        encoded_filename = quote(filename)
+        response.headers["Content-Disposition"] = f"attachment; filename*=UTF-8''{encoded_filename}"
+    else:
+        response.headers["Content-Disposition"] = "attachment"
+
+    response.headers["Content-Type"] = "application/octet-stream"
+    response.headers["X-Content-Type-Options"] = "nosniff"
+    return True

api/controllers/console/app/app.py

@@ -1,13 +1,16 @@
+import re
 import uuid
-from typing import Literal
+from datetime import datetime
+from typing import Any, Literal, TypeAlias
 
 from flask import request
-from flask_restx import Resource, fields, marshal, marshal_with
-from pydantic import BaseModel, Field, field_validator
+from flask_restx import Resource
+from pydantic import AliasChoices, BaseModel, ConfigDict, Field, computed_field, field_validator
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import BadRequest
 
+from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import (
@@ -18,27 +21,19 @@ from controllers.console.wraps import (
     is_admin_or_owner_required,
     setup_required,
 )
+from core.file import helpers as file_helpers
 from core.ops.ops_trace_manager import OpsTraceManager
 from core.workflow.enums import NodeType
 from extensions.ext_database import db
-from fields.app_fields import (
-    deleted_tool_fields,
-    model_config_fields,
-    model_config_partial_fields,
-    site_fields,
-    tag_fields,
-)
-from fields.workflow_fields import workflow_partial_fields as _workflow_partial_fields_dict
-from libs.helper import AppIconUrlField, TimestampField
 from libs.login import current_account_with_tenant, login_required
 from models import App, Workflow
+from models.model import IconType
 from services.app_dsl_service import AppDslService, ImportMode
 from services.app_service import AppService
 from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 
 ALLOW_CREATE_APP_MODES = ["chat", "agent-chat", "advanced-chat", "workflow", "completion"]
-DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
 
 class AppListQuery(BaseModel):
@@ -73,6 +68,48 @@ class AppListQuery(BaseModel):
             raise ValueError("Invalid UUID format in tag_ids.") from exc
 
 
+# XSS prevention: patterns that could lead to XSS attacks
+# Includes: script tags, iframe tags, javascript: protocol, SVG with onload, etc.
+_XSS_PATTERNS = [
+    r"<script[^>]*>.*?</script>",  # Script tags
+    r"<iframe\b[^>]*?(?:/>|>.*?</iframe>)",  # Iframe tags (including self-closing)
+    r"javascript:",  # JavaScript protocol
+    r"<svg[^>]*?\s+onload\s*=[^>]*>",  # SVG with onload handler (attribute-aware, flexible whitespace)
+    r"<.*?on\s*\w+\s*=",  # Event handlers like onclick, onerror, etc.
+    r"<object\b[^>]*(?:\s*/>|>.*?</object\s*>)",  # Object tags (opening tag)
+    r"<embed[^>]*>",  # Embed tags (self-closing)
+    r"<link[^>]*>",  # Link tags with javascript
+]
+
+
+def _validate_xss_safe(value: str | None, field_name: str = "Field") -> str | None:
+    """
+    Validate that a string value doesn't contain potential XSS payloads.
+
+    Args:
+        value: The string value to validate
+        field_name: Name of the field for error messages
+
+    Returns:
+        The original value if safe
+
+    Raises:
+        ValueError: If the value contains XSS patterns
+    """
+    if value is None:
+        return None
+
+    value_lower = value.lower()
+    for pattern in _XSS_PATTERNS:
+        if re.search(pattern, value_lower, re.DOTALL | re.IGNORECASE):
+            raise ValueError(
+                f"{field_name} contains invalid characters or patterns. "
+                "HTML tags, JavaScript, and other potentially dangerous content are not allowed."
+            )
+
+    return value
+
+
 class CreateAppPayload(BaseModel):
     name: str = Field(..., min_length=1, description="App name")
     description: str | None = Field(default=None, description="App description (max 400 chars)", max_length=400)
@@ -81,6 +118,11 @@ class CreateAppPayload(BaseModel):
     icon: str | None = Field(default=None, description="Icon")
     icon_background: str | None = Field(default=None, description="Icon background color")
 
+    @field_validator("name", "description", mode="before")
+    @classmethod
+    def validate_xss_safe(cls, value: str | None, info) -> str | None:
+        return _validate_xss_safe(value, info.field_name)
+
 
 class UpdateAppPayload(BaseModel):
     name: str = Field(..., min_length=1, description="App name")
@@ -91,6 +133,11 @@ class UpdateAppPayload(BaseModel):
     use_icon_as_answer_icon: bool | None = Field(default=None, description="Use icon as answer icon")
     max_active_requests: int | None = Field(default=None, description="Maximum active requests")
 
+    @field_validator("name", "description", mode="before")
+    @classmethod
+    def validate_xss_safe(cls, value: str | None, info) -> str | None:
+        return _validate_xss_safe(value, info.field_name)
+
 
 class CopyAppPayload(BaseModel):
     name: str | None = Field(default=None, description="Name for the copied app")
@@ -99,6 +146,11 @@ class CopyAppPayload(BaseModel):
     icon: str | None = Field(default=None, description="Icon")
     icon_background: str | None = Field(default=None, description="Icon background color")
 
+    @field_validator("name", "description", mode="before")
+    @classmethod
+    def validate_xss_safe(cls, value: str | None, info) -> str | None:
+        return _validate_xss_safe(value, info.field_name)
+
 
 class AppExportQuery(BaseModel):
     include_secret: bool = Field(default=False, description="Include secrets in export")
@@ -134,124 +186,292 @@ class AppTracePayload(BaseModel):
         return value
 
 
-def reg(cls: type[BaseModel]):
-    console_ns.schema_model(cls.__name__, cls.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0))
+JSONValue: TypeAlias = Any
 
 
-reg(AppListQuery)
-reg(CreateAppPayload)
-reg(UpdateAppPayload)
-reg(CopyAppPayload)
-reg(AppExportQuery)
-reg(AppNamePayload)
-reg(AppIconPayload)
-reg(AppSiteStatusPayload)
-reg(AppApiStatusPayload)
-reg(AppTracePayload)
+class ResponseModel(BaseModel):
+    model_config = ConfigDict(
+        from_attributes=True,
+        extra="ignore",
+        populate_by_name=True,
+        serialize_by_alias=True,
+        protected_namespaces=(),
+    )
 
-# Register models for flask_restx to avoid dict type issues in Swagger
-# Register base models first
-tag_model = console_ns.model("Tag", tag_fields)
 
-workflow_partial_model = console_ns.model("WorkflowPartial", _workflow_partial_fields_dict)
+def _to_timestamp(value: datetime | int | None) -> int | None:
+    if isinstance(value, datetime):
+        return int(value.timestamp())
+    return value
 
-model_config_model = console_ns.model("ModelConfig", model_config_fields)
 
-model_config_partial_model = console_ns.model("ModelConfigPartial", model_config_partial_fields)
+def _build_icon_url(icon_type: str | IconType | None, icon: str | None) -> str | None:
+    if icon is None or icon_type is None:
+        return None
+    icon_type_value = icon_type.value if isinstance(icon_type, IconType) else str(icon_type)
+    if icon_type_value.lower() != IconType.IMAGE.value:
+        return None
+    return file_helpers.get_signed_file_url(icon)
 
-deleted_tool_model = console_ns.model("DeletedTool", deleted_tool_fields)
 
-site_model = console_ns.model("Site", site_fields)
+class Tag(ResponseModel):
+    id: str
+    name: str
+    type: str
 
-app_partial_model = console_ns.model(
-    "AppPartial",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "max_active_requests": fields.Raw(),
-        "description": fields.String(attribute="desc_or_prompt"),
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon_type": fields.String,
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "icon_url": AppIconUrlField,
-        "model_config": fields.Nested(model_config_partial_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "use_icon_as_answer_icon": fields.Boolean,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "tags": fields.List(fields.Nested(tag_model)),
-        "access_mode": fields.String,
-        "create_user_name": fields.String,
-        "author_name": fields.String,
-        "has_draft_trigger": fields.Boolean,
-    },
-)
 
-app_detail_model = console_ns.model(
-    "AppDetail",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "description": fields.String,
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "enable_site": fields.Boolean,
-        "enable_api": fields.Boolean,
-        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "tracing": fields.Raw,
-        "use_icon_as_answer_icon": fields.Boolean,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "access_mode": fields.String,
-        "tags": fields.List(fields.Nested(tag_model)),
-    },
-)
+class WorkflowPartial(ResponseModel):
+    id: str
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
 
-app_detail_with_site_model = console_ns.model(
-    "AppDetailWithSite",
-    {
-        "id": fields.String,
-        "name": fields.String,
-        "description": fields.String,
-        "mode": fields.String(attribute="mode_compatible_with_agent"),
-        "icon_type": fields.String,
-        "icon": fields.String,
-        "icon_background": fields.String,
-        "icon_url": AppIconUrlField,
-        "enable_site": fields.Boolean,
-        "enable_api": fields.Boolean,
-        "model_config": fields.Nested(model_config_model, attribute="app_model_config", allow_null=True),
-        "workflow": fields.Nested(workflow_partial_model, allow_null=True),
-        "api_base_url": fields.String,
-        "use_icon_as_answer_icon": fields.Boolean,
-        "max_active_requests": fields.Integer,
-        "created_by": fields.String,
-        "created_at": TimestampField,
-        "updated_by": fields.String,
-        "updated_at": TimestampField,
-        "deleted_tools": fields.List(fields.Nested(deleted_tool_model)),
-        "access_mode": fields.String,
-        "tags": fields.List(fields.Nested(tag_model)),
-        "site": fields.Nested(site_model),
-    },
-)
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return _to_timestamp(value)
 
-app_pagination_model = console_ns.model(
-    "AppPagination",
-    {
-        "page": fields.Integer,
-        "limit": fields.Integer(attribute="per_page"),
-        "total": fields.Integer,
-        "has_more": fields.Boolean(attribute="has_next"),
-        "data": fields.List(fields.Nested(app_partial_model), attribute="items"),
-    },
+
+class ModelConfigPartial(ResponseModel):
+    model: JSONValue | None = Field(default=None, validation_alias=AliasChoices("model_dict", "model"))
+    pre_prompt: str | None = None
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return _to_timestamp(value)
+
+
+class ModelConfig(ResponseModel):
+    opening_statement: str | None = None
+    suggested_questions: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("suggested_questions_list", "suggested_questions")
+    )
+    suggested_questions_after_answer: JSONValue | None = Field(
+        default=None,
+        validation_alias=AliasChoices("suggested_questions_after_answer_dict", "suggested_questions_after_answer"),
+    )
+    speech_to_text: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("speech_to_text_dict", "speech_to_text")
+    )
+    text_to_speech: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("text_to_speech_dict", "text_to_speech")
+    )
+    retriever_resource: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("retriever_resource_dict", "retriever_resource")
+    )
+    annotation_reply: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("annotation_reply_dict", "annotation_reply")
+    )
+    more_like_this: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("more_like_this_dict", "more_like_this")
+    )
+    sensitive_word_avoidance: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("sensitive_word_avoidance_dict", "sensitive_word_avoidance")
+    )
+    external_data_tools: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("external_data_tools_list", "external_data_tools")
+    )
+    model: JSONValue | None = Field(default=None, validation_alias=AliasChoices("model_dict", "model"))
+    user_input_form: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("user_input_form_list", "user_input_form")
+    )
+    dataset_query_variable: str | None = None
+    pre_prompt: str | None = None
+    agent_mode: JSONValue | None = Field(default=None, validation_alias=AliasChoices("agent_mode_dict", "agent_mode"))
+    prompt_type: str | None = None
+    chat_prompt_config: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("chat_prompt_config_dict", "chat_prompt_config")
+    )
+    completion_prompt_config: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("completion_prompt_config_dict", "completion_prompt_config")
+    )
+    dataset_configs: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("dataset_configs_dict", "dataset_configs")
+    )
+    file_upload: JSONValue | None = Field(
+        default=None, validation_alias=AliasChoices("file_upload_dict", "file_upload")
+    )
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return _to_timestamp(value)
+
+
+class Site(ResponseModel):
+    access_token: str | None = Field(default=None, validation_alias="code")
+    code: str | None = None
+    title: str | None = None
+    icon_type: str | IconType | None = None
+    icon: str | None = None
+    icon_background: str | None = None
+    description: str | None = None
+    default_language: str | None = None
+    chat_color_theme: str | None = None
+    chat_color_theme_inverted: bool | None = None
+    customize_domain: str | None = None
+    copyright: str | None = None
+    privacy_policy: str | None = None
+    custom_disclaimer: str | None = None
+    customize_token_strategy: str | None = None
+    prompt_public: bool | None = None
+    app_base_url: str | None = None
+    show_workflow_steps: bool | None = None
+    use_icon_as_answer_icon: bool | None = None
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+
+    @computed_field(return_type=str | None)  # type: ignore
+    @property
+    def icon_url(self) -> str | None:
+        return _build_icon_url(self.icon_type, self.icon)
+
+    @field_validator("icon_type", mode="before")
+    @classmethod
+    def _normalize_icon_type(cls, value: str | IconType | None) -> str | None:
+        if isinstance(value, IconType):
+            return value.value
+        return value
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return _to_timestamp(value)
+
+
+class DeletedTool(ResponseModel):
+    type: str
+    tool_name: str
+    provider_id: str
+
+
+class AppPartial(ResponseModel):
+    id: str
+    name: str
+    max_active_requests: int | None = None
+    description: str | None = Field(default=None, validation_alias=AliasChoices("desc_or_prompt", "description"))
+    mode: str = Field(validation_alias="mode_compatible_with_agent")
+    icon_type: str | None = None
+    icon: str | None = None
+    icon_background: str | None = None
+    model_config_: ModelConfigPartial | None = Field(
+        default=None,
+        validation_alias=AliasChoices("app_model_config", "model_config"),
+        alias="model_config",
+    )
+    workflow: WorkflowPartial | None = None
+    use_icon_as_answer_icon: bool | None = None
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+    tags: list[Tag] = Field(default_factory=list)
+    access_mode: str | None = None
+    create_user_name: str | None = None
+    author_name: str | None = None
+    has_draft_trigger: bool | None = None
+
+    @computed_field(return_type=str | None)  # type: ignore
+    @property
+    def icon_url(self) -> str | None:
+        return _build_icon_url(self.icon_type, self.icon)
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return _to_timestamp(value)
+
+
+class AppDetail(ResponseModel):
+    id: str
+    name: str
+    description: str | None = None
+    mode: str = Field(validation_alias="mode_compatible_with_agent")
+    icon: str | None = None
+    icon_background: str | None = None
+    enable_site: bool
+    enable_api: bool
+    model_config_: ModelConfig | None = Field(
+        default=None,
+        validation_alias=AliasChoices("app_model_config", "model_config"),
+        alias="model_config",
+    )
+    workflow: WorkflowPartial | None = None
+    tracing: JSONValue | None = None
+    use_icon_as_answer_icon: bool | None = None
+    created_by: str | None = None
+    created_at: int | None = None
+    updated_by: str | None = None
+    updated_at: int | None = None
+    access_mode: str | None = None
+    tags: list[Tag] = Field(default_factory=list)
+
+    @field_validator("created_at", "updated_at", mode="before")
+    @classmethod
+    def _normalize_timestamp(cls, value: datetime | int | None) -> int | None:
+        return _to_timestamp(value)
+
+
+class AppDetailWithSite(AppDetail):
+    icon_type: str | None = None
+    api_base_url: str | None = None
+    max_active_requests: int | None = None
+    deleted_tools: list[DeletedTool] = Field(default_factory=list)
+    site: Site | None = None
+
+    @computed_field(return_type=str | None)  # type: ignore
+    @property
+    def icon_url(self) -> str | None:
+        return _build_icon_url(self.icon_type, self.icon)
+
+
+class AppPagination(ResponseModel):
+    page: int
+    limit: int = Field(validation_alias=AliasChoices("per_page", "limit"))
+    total: int
+    has_more: bool = Field(validation_alias=AliasChoices("has_next", "has_more"))
+    data: list[AppPartial] = Field(validation_alias=AliasChoices("items", "data"))
+
+
+class AppExportResponse(ResponseModel):
+    data: str
+
+
+register_schema_models(
+    console_ns,
+    AppListQuery,
+    CreateAppPayload,
+    UpdateAppPayload,
+    CopyAppPayload,
+    AppExportQuery,
+    AppNamePayload,
+    AppIconPayload,
+    AppSiteStatusPayload,
+    AppApiStatusPayload,
+    AppTracePayload,
+    Tag,
+    WorkflowPartial,
+    ModelConfigPartial,
+    ModelConfig,
+    Site,
+    DeletedTool,
+    AppPartial,
+    AppDetail,
+    AppDetailWithSite,
+    AppPagination,
+    AppExportResponse,
 )
 
 
@@ -260,7 +480,7 @@ class AppListApi(Resource):
     @console_ns.doc("list_apps")
     @console_ns.doc(description="Get list of applications with pagination and filtering")
     @console_ns.expect(console_ns.models[AppListQuery.__name__])
-    @console_ns.response(200, "Success", app_pagination_model)
+    @console_ns.response(200, "Success", console_ns.models[AppPagination.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -276,7 +496,8 @@ class AppListApi(Resource):
         app_service = AppService()
         app_pagination = app_service.get_paginate_apps(current_user.id, current_tenant_id, args_dict)
         if not app_pagination:
-            return {"data": [], "total": 0, "page": 1, "limit": 20, "has_more": False}
+            empty = AppPagination(page=args.page, limit=args.limit, total=0, has_more=False, data=[])
+            return empty.model_dump(mode="json"), 200
 
         if FeatureService.get_system_features().webapp_auth.enabled:
             app_ids = [str(app.id) for app in app_pagination.items]
@@ -320,18 +541,18 @@ class AppListApi(Resource):
         for app in app_pagination.items:
             app.has_draft_trigger = str(app.id) in draft_trigger_app_ids
 
-        return marshal(app_pagination, app_pagination_model), 200
+        pagination_model = AppPagination.model_validate(app_pagination, from_attributes=True)
+        return pagination_model.model_dump(mode="json"), 200
 
     @console_ns.doc("create_app")
     @console_ns.doc(description="Create a new application")
     @console_ns.expect(console_ns.models[CreateAppPayload.__name__])
-    @console_ns.response(201, "App created successfully", app_detail_model)
+    @console_ns.response(201, "App created successfully", console_ns.models[AppDetail.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @console_ns.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(app_detail_model)
     @cloud_edition_billing_resource_check("apps")
     @edit_permission_required
     def post(self):
@@ -341,8 +562,8 @@ class AppListApi(Resource):
 
         app_service = AppService()
         app = app_service.create_app(current_tenant_id, args.model_dump(), current_user)
-
-        return app, 201
+        app_detail = AppDetail.model_validate(app, from_attributes=True)
+        return app_detail.model_dump(mode="json"), 201
 
 
 @console_ns.route("/apps/<uuid:app_id>")
@@ -350,13 +571,12 @@ class AppApi(Resource):
     @console_ns.doc("get_app_detail")
     @console_ns.doc(description="Get application details")
     @console_ns.doc(params={"app_id": "Application ID"})
-    @console_ns.response(200, "Success", app_detail_with_site_model)
+    @console_ns.response(200, "Success", console_ns.models[AppDetailWithSite.__name__])
     @setup_required
     @login_required
     @account_initialization_required
     @enterprise_license_required
-    @get_app_model
-    @marshal_with(app_detail_with_site_model)
+    @get_app_model(mode=None)
     def get(self, app_model):
         """Get app detail"""
         app_service = AppService()
@@ -367,21 +587,21 @@ class AppApi(Resource):
             app_setting = EnterpriseService.WebAppAuth.get_app_access_mode_by_id(app_id=str(app_model.id))
             app_model.access_mode = app_setting.access_mode
 
-        return app_model
+        response_model = AppDetailWithSite.model_validate(app_model, from_attributes=True)
+        return response_model.model_dump(mode="json")
 
     @console_ns.doc("update_app")
     @console_ns.doc(description="Update application details")
     @console_ns.doc(params={"app_id": "Application ID"})
     @console_ns.expect(console_ns.models[UpdateAppPayload.__name__])
-    @console_ns.response(200, "App updated successfully", app_detail_with_site_model)
+    @console_ns.response(200, "App updated successfully", console_ns.models[AppDetailWithSite.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @console_ns.response(400, "Invalid request parameters")
     @setup_required
     @login_required
     @account_initialization_required
-    @get_app_model
+    @get_app_model(mode=None)
     @edit_permission_required
-    @marshal_with(app_detail_with_site_model)
     def put(self, app_model):
         """Update app"""
         args = UpdateAppPayload.model_validate(console_ns.payload)
@@ -398,8 +618,8 @@ class AppApi(Resource):
             "max_active_requests": args.max_active_requests or 0,
         }
         app_model = app_service.update_app(app_model, args_dict)
-
-        return app_model
+        response_model = AppDetailWithSite.model_validate(app_model, from_attributes=True)
+        return response_model.model_dump(mode="json")
 
     @console_ns.doc("delete_app")
     @console_ns.doc(description="Delete application")
@@ -425,14 +645,13 @@ class AppCopyApi(Resource):
     @console_ns.doc(description="Create a copy of an existing application")
     @console_ns.doc(params={"app_id": "Application ID to copy"})
     @console_ns.expect(console_ns.models[CopyAppPayload.__name__])
-    @console_ns.response(201, "App copied successfully", app_detail_with_site_model)
+    @console_ns.response(201, "App copied successfully", console_ns.models[AppDetailWithSite.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @get_app_model
+    @get_app_model(mode=None)
     @edit_permission_required
-    @marshal_with(app_detail_with_site_model)
     def post(self, app_model):
         """Copy app"""
         # The role of the current user in the ta table must be admin, owner, or editor
@@ -458,7 +677,8 @@ class AppCopyApi(Resource):
             stmt = select(App).where(App.id == result.app_id)
             app = session.scalar(stmt)
 
-        return app, 201
+        response_model = AppDetailWithSite.model_validate(app, from_attributes=True)
+        return response_model.model_dump(mode="json"), 201
 
 
 @console_ns.route("/apps/<uuid:app_id>/export")
@@ -467,11 +687,7 @@ class AppExportApi(Resource):
     @console_ns.doc(description="Export application configuration as DSL")
     @console_ns.doc(params={"app_id": "Application ID to export"})
     @console_ns.expect(console_ns.models[AppExportQuery.__name__])
-    @console_ns.response(
-        200,
-        "App exported successfully",
-        console_ns.model("AppExportResponse", {"data": fields.String(description="DSL export data")}),
-    )
+    @console_ns.response(200, "App exported successfully", console_ns.models[AppExportResponse.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @get_app_model
     @setup_required
@@ -482,13 +698,14 @@ class AppExportApi(Resource):
         """Export app"""
         args = AppExportQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
-        return {
-            "data": AppDslService.export_dsl(
+        payload = AppExportResponse(
+            data=AppDslService.export_dsl(
                 app_model=app_model,
                 include_secret=args.include_secret,
                 workflow_id=args.workflow_id,
             )
-        }
+        )
+        return payload.model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/name")
@@ -497,20 +714,19 @@ class AppNameApi(Resource):
     @console_ns.doc(description="Check if app name is available")
     @console_ns.doc(params={"app_id": "Application ID"})
     @console_ns.expect(console_ns.models[AppNamePayload.__name__])
-    @console_ns.response(200, "Name availability checked")
+    @console_ns.response(200, "Name availability checked", console_ns.models[AppDetail.__name__])
     @setup_required
     @login_required
     @account_initialization_required
-    @get_app_model
-    @marshal_with(app_detail_model)
+    @get_app_model(mode=None)
     @edit_permission_required
     def post(self, app_model):
         args = AppNamePayload.model_validate(console_ns.payload)
 
         app_service = AppService()
         app_model = app_service.update_app_name(app_model, args.name)
-
-        return app_model
+        response_model = AppDetail.model_validate(app_model, from_attributes=True)
+        return response_model.model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/icon")
@@ -524,16 +740,15 @@ class AppIconApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @get_app_model
-    @marshal_with(app_detail_model)
+    @get_app_model(mode=None)
     @edit_permission_required
     def post(self, app_model):
         args = AppIconPayload.model_validate(console_ns.payload or {})
 
         app_service = AppService()
         app_model = app_service.update_app_icon(app_model, args.icon or "", args.icon_background or "")
-
-        return app_model
+        response_model = AppDetail.model_validate(app_model, from_attributes=True)
+        return response_model.model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/site-enable")
@@ -542,21 +757,20 @@ class AppSiteStatus(Resource):
     @console_ns.doc(description="Enable or disable app site")
     @console_ns.doc(params={"app_id": "Application ID"})
     @console_ns.expect(console_ns.models[AppSiteStatusPayload.__name__])
-    @console_ns.response(200, "Site status updated successfully", app_detail_model)
+    @console_ns.response(200, "Site status updated successfully", console_ns.models[AppDetail.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @account_initialization_required
-    @get_app_model
-    @marshal_with(app_detail_model)
+    @get_app_model(mode=None)
     @edit_permission_required
     def post(self, app_model):
         args = AppSiteStatusPayload.model_validate(console_ns.payload)
 
         app_service = AppService()
         app_model = app_service.update_app_site_status(app_model, args.enable_site)
-
-        return app_model
+        response_model = AppDetail.model_validate(app_model, from_attributes=True)
+        return response_model.model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/api-enable")
@@ -565,21 +779,20 @@ class AppApiStatus(Resource):
     @console_ns.doc(description="Enable or disable app API")
     @console_ns.doc(params={"app_id": "Application ID"})
     @console_ns.expect(console_ns.models[AppApiStatusPayload.__name__])
-    @console_ns.response(200, "API status updated successfully", app_detail_model)
+    @console_ns.response(200, "API status updated successfully", console_ns.models[AppDetail.__name__])
     @console_ns.response(403, "Insufficient permissions")
     @setup_required
     @login_required
     @is_admin_or_owner_required
     @account_initialization_required
-    @get_app_model
-    @marshal_with(app_detail_model)
+    @get_app_model(mode=None)
     def post(self, app_model):
         args = AppApiStatusPayload.model_validate(console_ns.payload)
 
         app_service = AppService()
         app_model = app_service.update_app_api_status(app_model, args.enable_api)
-
-        return app_model
+        response_model = AppDetail.model_validate(app_model, from_attributes=True)
+        return response_model.model_dump(mode="json")
 
 
 @console_ns.route("/apps/<uuid:app_id>/trace")

api/controllers/console/app/conversation.py

@@ -13,7 +13,6 @@ from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
 from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
-from fields.conversation_fields import MessageTextField
 from fields.raws import FilesContainedField
 from libs.datetime_utils import naive_utc_now, parse_time_range
 from libs.helper import TimestampField
@@ -177,6 +176,12 @@ annotation_hit_history_model = console_ns.model(
     },
 )
 
+
+class MessageTextField(fields.Raw):
+    def format(self, value):
+        return value[0]["text"] if value else ""
+
+
 # Simple message detail model
 simple_message_detail_model = console_ns.model(
     "SimpleMessageDetail",
@@ -343,10 +348,13 @@ class CompletionConversationApi(Resource):
         )
 
         if args.keyword:
+            from libs.helper import escape_like_pattern
+
+            escaped_keyword = escape_like_pattern(args.keyword)
             query = query.join(Message, Message.conversation_id == Conversation.id).where(
                 or_(
-                    Message.query.ilike(f"%{args.keyword}%"),
-                    Message.answer.ilike(f"%{args.keyword}%"),
+                    Message.query.ilike(f"%{escaped_keyword}%", escape="\\"),
+                    Message.answer.ilike(f"%{escaped_keyword}%", escape="\\"),
                 )
             )
 
@@ -455,7 +463,10 @@ class ChatConversationApi(Resource):
         query = sa.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.is_deleted.is_(False))
 
         if args.keyword:
-            keyword_filter = f"%{args.keyword}%"
+            from libs.helper import escape_like_pattern
+
+            escaped_keyword = escape_like_pattern(args.keyword)
+            keyword_filter = f"%{escaped_keyword}%"
             query = (
                 query.join(
                     Message,
@@ -464,11 +475,11 @@ class ChatConversationApi(Resource):
                 .join(subquery, subquery.c.conversation_id == Conversation.id)
                 .where(
                     or_(
-                        Message.query.ilike(keyword_filter),
-                        Message.answer.ilike(keyword_filter),
-                        Conversation.name.ilike(keyword_filter),
-                        Conversation.introduction.ilike(keyword_filter),
-                        subquery.c.from_end_user_session_id.ilike(keyword_filter),
+                        Message.query.ilike(keyword_filter, escape="\\"),
+                        Message.answer.ilike(keyword_filter, escape="\\"),
+                        Conversation.name.ilike(keyword_filter, escape="\\"),
+                        Conversation.introduction.ilike(keyword_filter, escape="\\"),
+                        subquery.c.from_end_user_session_id.ilike(keyword_filter, escape="\\"),
                     ),
                 )
                 .group_by(Conversation.id)

api/controllers/console/app/message.py

@@ -202,6 +202,7 @@ message_detail_model = console_ns.model(
         "status": fields.String,
         "error": fields.String,
         "parent_message_id": fields.String,
+        "generation_detail": fields.Raw,
     },
 )
 

api/controllers/console/auth/activate.py

@@ -7,9 +7,9 @@ from controllers.console import console_ns
 from controllers.console.error import AlreadyActivateError
 from extensions.ext_database import db
 from libs.datetime_utils import naive_utc_now
-from libs.helper import EmailStr, extract_remote_ip, timezone
+from libs.helper import EmailStr, timezone
 from models import AccountStatus
-from services.account_service import AccountService, RegisterService
+from services.account_service import RegisterService
 
 DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
@@ -93,7 +93,6 @@ class ActivateApi(Resource):
             "ActivationResponse",
             {
                 "result": fields.String(description="Operation result"),
-                "data": fields.Raw(description="Login token data"),
             },
         ),
     )
@@ -117,6 +116,4 @@ class ActivateApi(Resource):
         account.initialized_at = naive_utc_now()
         db.session.commit()
 
-        token_pair = AccountService.login(account, ip_address=extract_remote_ip(request))
-
-        return {"result": "success", "data": token_pair.model_dump()}
+        return {"result": "success"}

api/controllers/console/auth/login.py

@@ -1,3 +1,5 @@
+from typing import Any
+
 import flask_login
 from flask import make_response, request
 from flask_restx import Resource
@@ -22,7 +24,12 @@ from controllers.console.error import (
     NotAllowedCreateWorkspace,
     WorkspacesLimitExceeded,
 )
-from controllers.console.wraps import email_password_login_enabled, setup_required
+from controllers.console.wraps import (
+    decrypt_code_field,
+    decrypt_password_field,
+    email_password_login_enabled,
+    setup_required,
+)
 from events.tenant_event import tenant_was_created
 from libs.helper import EmailStr, extract_remote_ip
 from libs.login import current_account_with_tenant
@@ -79,6 +86,7 @@ class LoginApi(Resource):
     @setup_required
     @email_password_login_enabled
     @console_ns.expect(console_ns.models[LoginPayload.__name__])
+    @decrypt_password_field
     def post(self):
         """Authenticate user and login."""
         args = LoginPayload.model_validate(console_ns.payload)
@@ -90,14 +98,13 @@ class LoginApi(Resource):
         if is_login_error_rate_limit:
             raise EmailPasswordLoginLimitError()
 
-        # TODO: why invitation is re-assigned with different type?
-        invitation = args.invite_token  # type: ignore
-        if invitation:
-            invitation = RegisterService.get_invitation_if_token_valid(None, args.email, invitation)  # type: ignore
+        invitation_data: dict[str, Any] | None = None
+        if args.invite_token:
+            invitation_data = RegisterService.get_invitation_if_token_valid(None, args.email, args.invite_token)
 
         try:
-            if invitation:
-                data = invitation.get("data", {})  # type: ignore
+            if invitation_data:
+                data = invitation_data.get("data", {})
                 invitee_email = data.get("email") if data else None
                 if invitee_email != args.email:
                     raise InvalidEmailError()
@@ -218,6 +225,7 @@ class EmailCodeLoginSendEmailApi(Resource):
 class EmailCodeLoginApi(Resource):
     @setup_required
     @console_ns.expect(console_ns.models[EmailCodeLoginPayload.__name__])
+    @decrypt_code_field
     def post(self):
         args = EmailCodeLoginPayload.model_validate(console_ns.payload)
 

api/controllers/console/auth/oauth.py

@@ -124,7 +124,7 @@ class OAuthCallback(Resource):
             return redirect(f"{dify_config.CONSOLE_WEB_URL}/signin/invite-settings?invite_token={invite_token}")
 
         try:
-            account = _generate_account(provider, user_info)
+            account, oauth_new_user = _generate_account(provider, user_info)
         except AccountNotFoundError:
             return redirect(f"{dify_config.CONSOLE_WEB_URL}/signin?message=Account not found.")
         except (WorkSpaceNotFoundError, WorkSpaceNotAllowedCreateError):
@@ -159,7 +159,10 @@ class OAuthCallback(Resource):
             ip_address=extract_remote_ip(request),
         )
 
-        response = redirect(f"{dify_config.CONSOLE_WEB_URL}")
+        base_url = dify_config.CONSOLE_WEB_URL
+        query_char = "&" if "?" in base_url else "?"
+        target_url = f"{base_url}{query_char}oauth_new_user={str(oauth_new_user).lower()}"
+        response = redirect(target_url)
 
         set_access_token_to_cookie(request, response, token_pair.access_token)
         set_refresh_token_to_cookie(request, response, token_pair.refresh_token)
@@ -177,9 +180,10 @@ def _get_account_by_openid_or_email(provider: str, user_info: OAuthUserInfo) ->
     return account
 
 
-def _generate_account(provider: str, user_info: OAuthUserInfo):
+def _generate_account(provider: str, user_info: OAuthUserInfo) -> tuple[Account, bool]:
     # Get account by openid or email.
     account = _get_account_by_openid_or_email(provider, user_info)
+    oauth_new_user = False
 
     if account:
         tenants = TenantService.get_join_tenants(account)
@@ -193,6 +197,7 @@ def _generate_account(provider: str, user_info: OAuthUserInfo):
                 tenant_was_created.send(new_tenant)
 
     if not account:
+        oauth_new_user = True
         if not FeatureService.get_system_features().is_allow_register:
             if dify_config.BILLING_ENABLED and BillingService.is_email_in_freeze(user_info.email):
                 raise AccountRegisterError(
@@ -220,4 +225,4 @@ def _generate_account(provider: str, user_info: OAuthUserInfo):
     # Link account
     AccountService.link_account_integrate(provider, user_info.id, account)
 
-    return account
+    return account, oauth_new_user

api/controllers/console/billing/billing.py

@@ -1,8 +1,9 @@
 import base64
+from typing import Literal
 
 from flask import request
 from flask_restx import Resource, fields
-from pydantic import BaseModel, Field, field_validator
+from pydantic import BaseModel, Field
 from werkzeug.exceptions import BadRequest
 
 from controllers.console import console_ns
@@ -15,22 +16,8 @@ DEFAULT_REF_TEMPLATE_SWAGGER_2_0 = "#/definitions/{model}"
 
 
 class SubscriptionQuery(BaseModel):
-    plan: str = Field(..., description="Subscription plan")
-    interval: str = Field(..., description="Billing interval")
-
-    @field_validator("plan")
-    @classmethod
-    def validate_plan(cls, value: str) -> str:
-        if value not in [CloudPlan.PROFESSIONAL, CloudPlan.TEAM]:
-            raise ValueError("Invalid plan")
-        return value
-
-    @field_validator("interval")
-    @classmethod
-    def validate_interval(cls, value: str) -> str:
-        if value not in {"month", "year"}:
-            raise ValueError("Invalid interval")
-        return value
+    plan: Literal[CloudPlan.PROFESSIONAL, CloudPlan.TEAM] = Field(..., description="Subscription plan")
+    interval: Literal["month", "year"] = Field(..., description="Billing interval")
 
 
 class PartnerTenantsPayload(BaseModel):

api/controllers/console/datasets/data_source.py

@@ -140,6 +140,18 @@ class DataSourceNotionListApi(Resource):
         credential_id = request.args.get("credential_id", default=None, type=str)
         if not credential_id:
             raise ValueError("Credential id is required.")
+
+        # Get datasource_parameters from query string (optional, for GitHub and other datasources)
+        datasource_parameters_str = request.args.get("datasource_parameters", default=None, type=str)
+        datasource_parameters = {}
+        if datasource_parameters_str:
+            try:
+                datasource_parameters = json.loads(datasource_parameters_str)
+                if not isinstance(datasource_parameters, dict):
+                    raise ValueError("datasource_parameters must be a JSON object.")
+            except json.JSONDecodeError:
+                raise ValueError("Invalid datasource_parameters JSON format.")
+
         datasource_provider_service = DatasourceProviderService()
         credential = datasource_provider_service.get_datasource_credentials(
             tenant_id=current_tenant_id,
@@ -187,7 +199,7 @@ class DataSourceNotionListApi(Resource):
             online_document_result: Generator[OnlineDocumentPagesMessage, None, None] = (
                 datasource_runtime.get_online_document_pages(
                     user_id=current_user.id,
-                    datasource_parameters={},
+                    datasource_parameters=datasource_parameters,
                     provider_type=datasource_runtime.datasource_provider_type(),
                 )
             )
@@ -218,14 +230,14 @@ class DataSourceNotionListApi(Resource):
 
 
 @console_ns.route(
-    "/notion/workspaces/<uuid:workspace_id>/pages/<uuid:page_id>/<string:page_type>/preview",
+    "/notion/pages/<uuid:page_id>/<string:page_type>/preview",
     "/datasets/notion-indexing-estimate",
 )
 class DataSourceNotionApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    def get(self, workspace_id, page_id, page_type):
+    def get(self, page_id, page_type):
         _, current_tenant_id = current_account_with_tenant()
 
         credential_id = request.args.get("credential_id", default=None, type=str)
@@ -239,11 +251,10 @@ class DataSourceNotionApi(Resource):
             plugin_id="langgenius/notion_datasource",
         )
 
-        workspace_id = str(workspace_id)
         page_id = str(page_id)
 
         extractor = NotionExtractor(
-            notion_workspace_id=workspace_id,
+            notion_workspace_id="",
             notion_obj_id=page_id,
             notion_page_type=page_type,
             notion_access_token=credential.get("integration_secret"),

api/controllers/console/datasets/datasets.py

@@ -146,7 +146,7 @@ class DatasetUpdatePayload(BaseModel):
     embedding_model: str | None = None
     embedding_model_provider: str | None = None
     retrieval_model: dict[str, Any] | None = None
-    partial_member_list: list[str] | None = None
+    partial_member_list: list[dict[str, str]] | None = None
     external_retrieval_model: dict[str, Any] | None = None
     external_knowledge_id: str | None = None
     external_knowledge_api_id: str | None = None

api/controllers/console/datasets/datasets_document.py

@@ -572,7 +572,7 @@ class DocumentBatchIndexingEstimateApi(DocumentResource):
                     datasource_type=DatasourceType.NOTION,
                     notion_info=NotionInfo.model_validate(
                         {
-                            "credential_id": data_source_info["credential_id"],
+                            "credential_id": data_source_info.get("credential_id"),
                             "notion_workspace_id": data_source_info["notion_workspace_id"],
                             "notion_obj_id": data_source_info["notion_page_id"],
                             "notion_page_type": data_source_info["type"],
@@ -751,12 +751,12 @@ class DocumentApi(DocumentResource):
         elif metadata == "without":
             dataset_process_rules = DatasetService.get_process_rules(dataset_id)
             document_process_rules = document.dataset_process_rule.to_dict() if document.dataset_process_rule else {}
-            data_source_info = document.data_source_detail_dict
             response = {
                 "id": document.id,
                 "position": document.position,
                 "data_source_type": document.data_source_type,
-                "data_source_info": data_source_info,
+                "data_source_info": document.data_source_info_dict,
+                "data_source_detail_dict": document.data_source_detail_dict,
                 "dataset_process_rule_id": document.dataset_process_rule_id,
                 "dataset_process_rule": dataset_process_rules,
                 "document_process_rule": document_process_rules,
@@ -784,12 +784,12 @@ class DocumentApi(DocumentResource):
         else:
             dataset_process_rules = DatasetService.get_process_rules(dataset_id)
             document_process_rules = document.dataset_process_rule.to_dict() if document.dataset_process_rule else {}
-            data_source_info = document.data_source_detail_dict
             response = {
                 "id": document.id,
                 "position": document.position,
                 "data_source_type": document.data_source_type,
-                "data_source_info": data_source_info,
+                "data_source_info": document.data_source_info_dict,
+                "data_source_detail_dict": document.data_source_detail_dict,
                 "dataset_process_rule_id": document.dataset_process_rule_id,
                 "dataset_process_rule": dataset_process_rules,
                 "document_process_rule": document_process_rules,

api/controllers/console/datasets/datasets_segments.py

@@ -3,10 +3,12 @@ import uuid
 from flask import request
 from flask_restx import Resource, marshal
 from pydantic import BaseModel, Field
-from sqlalchemy import select
+from sqlalchemy import String, cast, func, or_, select
+from sqlalchemy.dialects.postgresql import JSONB
 from werkzeug.exceptions import Forbidden, NotFound
 
 import services
+from configs import dify_config
 from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.app.error import ProviderNotInitializeError
@@ -28,6 +30,7 @@ from core.model_runtime.entities.model_entities import ModelType
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from fields.segment_fields import child_chunk_fields, segment_fields
+from libs.helper import escape_like_pattern
 from libs.login import current_account_with_tenant, login_required
 from models.dataset import ChildChunk, DocumentSegment
 from models.model import UploadFile
@@ -143,7 +146,31 @@ class DatasetDocumentSegmentListApi(Resource):
             query = query.where(DocumentSegment.hit_count >= hit_count_gte)
 
         if keyword:
-            query = query.where(DocumentSegment.content.ilike(f"%{keyword}%"))
+            # Escape special characters in keyword to prevent SQL injection via LIKE wildcards
+            escaped_keyword = escape_like_pattern(keyword)
+            # Search in both content and keywords fields
+            # Use database-specific methods for JSON array search
+            if dify_config.SQLALCHEMY_DATABASE_URI_SCHEME == "postgresql":
+                # PostgreSQL: Use jsonb_array_elements_text to properly handle Unicode/Chinese text
+                keywords_condition = func.array_to_string(
+                    func.array(
+                        select(func.jsonb_array_elements_text(cast(DocumentSegment.keywords, JSONB)))
+                        .correlate(DocumentSegment)
+                        .scalar_subquery()
+                    ),
+                    ",",
+                ).ilike(f"%{escaped_keyword}%", escape="\\")
+            else:
+                # MySQL: Cast JSON to string for pattern matching
+                # MySQL stores Chinese text directly in JSON without Unicode escaping
+                keywords_condition = cast(DocumentSegment.keywords, String).ilike(f"%{escaped_keyword}%", escape="\\")
+
+            query = query.where(
+                or_(
+                    DocumentSegment.content.ilike(f"%{escaped_keyword}%", escape="\\"),
+                    keywords_condition,
+                )
+            )
 
         if args.enabled.lower() != "all":
             if args.enabled.lower() == "true":

api/controllers/console/datasets/hit_testing_base.py

@@ -1,7 +1,7 @@
 import logging
 from typing import Any
 
-from flask_restx import marshal, reqparse
+from flask_restx import marshal
 from pydantic import BaseModel, Field
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 
@@ -56,15 +56,10 @@ class DatasetsHitTestingBase:
         HitTestingService.hit_testing_args_check(args)
 
     @staticmethod
-    def parse_args():
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("query", type=str, required=False, location="json")
-            .add_argument("attachment_ids", type=list, required=False, location="json")
-            .add_argument("retrieval_model", type=dict, required=False, location="json")
-            .add_argument("external_retrieval_model", type=dict, required=False, location="json")
-        )
-        return parser.parse_args()
+    def parse_args(payload: dict[str, Any]) -> dict[str, Any]:
+        """Validate and return hit-testing arguments from an incoming payload."""
+        hit_testing_payload = HitTestingPayload.model_validate(payload or {})
+        return hit_testing_payload.model_dump(exclude_none=True)
 
     @staticmethod
     def perform_hit_testing(dataset, args):

api/controllers/console/datasets/rag_pipeline/rag_pipeline_workflow.py

@@ -4,7 +4,7 @@ from typing import Any, Literal, cast
 from uuid import UUID
 
 from flask import abort, request
-from flask_restx import Resource, marshal_with  # type: ignore
+from flask_restx import Resource, marshal_with, reqparse  # type: ignore
 from pydantic import BaseModel, Field
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
@@ -355,7 +355,7 @@ class PublishedRagPipelineRunApi(Resource):
                 pipeline=pipeline,
                 user=current_user,
                 args=args,
-                invoke_from=InvokeFrom.DEBUGGER if payload.is_preview else InvokeFrom.PUBLISHED,
+                invoke_from=InvokeFrom.DEBUGGER if payload.is_preview else InvokeFrom.PUBLISHED_PIPELINE,
                 streaming=streaming,
             )
 
@@ -975,6 +975,11 @@ class RagPipelineRecommendedPluginApi(Resource):
     @login_required
     @account_initialization_required
     def get(self):
+        parser = reqparse.RequestParser()
+        parser.add_argument("type", type=str, location="args", required=False, default="all")
+        args = parser.parse_args()
+        type = args["type"]
+
         rag_pipeline_service = RagPipelineService()
-        recommended_plugins = rag_pipeline_service.get_recommended_plugins()
+        recommended_plugins = rag_pipeline_service.get_recommended_plugins(type)
         return recommended_plugins

api/controllers/console/explore/completion.py

@@ -40,7 +40,7 @@ from .. import console_ns
 logger = logging.getLogger(__name__)
 
 
-class CompletionMessagePayload(BaseModel):
+class CompletionMessageExplorePayload(BaseModel):
     inputs: dict[str, Any]
     query: str = ""
     files: list[dict[str, Any]] | None = None
@@ -71,7 +71,7 @@ class ChatMessagePayload(BaseModel):
             raise ValueError("must be a valid UUID") from exc
 
 
-register_schema_models(console_ns, CompletionMessagePayload, ChatMessagePayload)
+register_schema_models(console_ns, CompletionMessageExplorePayload, ChatMessagePayload)
 
 
 # define completion api for user
@@ -80,13 +80,13 @@ register_schema_models(console_ns, CompletionMessagePayload, ChatMessagePayload)
     endpoint="installed_app_completion",
 )
 class CompletionApi(InstalledAppResource):
-    @console_ns.expect(console_ns.models[CompletionMessagePayload.__name__])
+    @console_ns.expect(console_ns.models[CompletionMessageExplorePayload.__name__])
     def post(self, installed_app):
         app_model = installed_app.app
         if app_model.mode != AppMode.COMPLETION:
             raise NotCompletionAppError()
 
-        payload = CompletionMessagePayload.model_validate(console_ns.payload or {})
+        payload = CompletionMessageExplorePayload.model_validate(console_ns.payload or {})
         args = payload.model_dump(exclude_none=True)
 
         streaming = payload.response_mode == "streaming"

api/controllers/console/explore/conversation.py

@@ -1,9 +1,7 @@
 from typing import Any
-from uuid import UUID
 
 from flask import request
-from flask_restx import marshal_with
-from pydantic import BaseModel, Field, model_validator
+from pydantic import BaseModel, Field, TypeAdapter, model_validator
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import NotFound
 
@@ -12,7 +10,12 @@ from controllers.console.explore.error import NotChatAppError
 from controllers.console.explore.wraps import InstalledAppResource
 from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
-from fields.conversation_fields import conversation_infinite_scroll_pagination_fields, simple_conversation_fields
+from fields.conversation_fields import (
+    ConversationInfiniteScrollPagination,
+    ResultResponse,
+    SimpleConversation,
+)
+from libs.helper import UUIDStrOrEmpty
 from libs.login import current_user
 from models import Account
 from models.model import AppMode
@@ -24,7 +27,7 @@ from .. import console_ns
 
 
 class ConversationListQuery(BaseModel):
-    last_id: UUID | None = None
+    last_id: UUIDStrOrEmpty | None = None
     limit: int = Field(default=20, ge=1, le=100)
     pinned: bool | None = None
 
@@ -49,7 +52,6 @@ register_schema_models(console_ns, ConversationListQuery, ConversationRenamePayl
     endpoint="installed_app_conversations",
 )
 class ConversationListApi(InstalledAppResource):
-    @marshal_with(conversation_infinite_scroll_pagination_fields)
     @console_ns.expect(console_ns.models[ConversationListQuery.__name__])
     def get(self, installed_app):
         app_model = installed_app.app
@@ -73,7 +75,7 @@ class ConversationListApi(InstalledAppResource):
             if not isinstance(current_user, Account):
                 raise ValueError("current_user must be an Account instance")
             with Session(db.engine) as session:
-                return WebConversationService.pagination_by_last_id(
+                pagination = WebConversationService.pagination_by_last_id(
                     session=session,
                     app_model=app_model,
                     user=current_user,
@@ -82,6 +84,13 @@ class ConversationListApi(InstalledAppResource):
                     invoke_from=InvokeFrom.EXPLORE,
                     pinned=args.pinned,
                 )
+                adapter = TypeAdapter(SimpleConversation)
+                conversations = [adapter.validate_python(item, from_attributes=True) for item in pagination.data]
+                return ConversationInfiniteScrollPagination(
+                    limit=pagination.limit,
+                    has_more=pagination.has_more,
+                    data=conversations,
+                ).model_dump(mode="json")
         except LastConversationNotExistsError:
             raise NotFound("Last Conversation Not Exists.")
 
@@ -105,7 +114,7 @@ class ConversationApi(InstalledAppResource):
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
 
-        return {"result": "success"}, 204
+        return ResultResponse(result="success").model_dump(mode="json"), 204
 
 
 @console_ns.route(
@@ -113,7 +122,6 @@ class ConversationApi(InstalledAppResource):
     endpoint="installed_app_conversation_rename",
 )
 class ConversationRenameApi(InstalledAppResource):
-    @marshal_with(simple_conversation_fields)
     @console_ns.expect(console_ns.models[ConversationRenamePayload.__name__])
     def post(self, installed_app, c_id):
         app_model = installed_app.app
@@ -128,9 +136,14 @@ class ConversationRenameApi(InstalledAppResource):
         try:
             if not isinstance(current_user, Account):
                 raise ValueError("current_user must be an Account instance")
-            return ConversationService.rename(
+            conversation = ConversationService.rename(
                 app_model, conversation_id, current_user, payload.name, payload.auto_generate
             )
+            return (
+                TypeAdapter(SimpleConversation)
+                .validate_python(conversation, from_attributes=True)
+                .model_dump(mode="json")
+            )
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
 
@@ -155,7 +168,7 @@ class ConversationPinApi(InstalledAppResource):
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
 
-        return {"result": "success"}
+        return ResultResponse(result="success").model_dump(mode="json")
 
 
 @console_ns.route(
@@ -174,4 +187,4 @@ class ConversationUnPinApi(InstalledAppResource):
             raise ValueError("current_user must be an Account instance")
         WebConversationService.unpin(app_model, conversation_id, current_user)
 
-        return {"result": "success"}
+        return ResultResponse(result="success").model_dump(mode="json")

api/controllers/console/explore/installed_app.py

@@ -2,7 +2,8 @@ import logging
 from typing import Any
 
 from flask import request
-from flask_restx import Resource, inputs, marshal_with, reqparse
+from flask_restx import Resource, marshal_with
+from pydantic import BaseModel
 from sqlalchemy import and_, select
 from werkzeug.exceptions import BadRequest, Forbidden, NotFound
 
@@ -18,6 +19,15 @@ from services.account_service import TenantService
 from services.enterprise.enterprise_service import EnterpriseService
 from services.feature_service import FeatureService
 
+
+class InstalledAppCreatePayload(BaseModel):
+    app_id: str
+
+
+class InstalledAppUpdatePayload(BaseModel):
+    is_pinned: bool | None = None
+
+
 logger = logging.getLogger(__name__)
 
 
@@ -105,26 +115,25 @@ class InstalledAppsListApi(Resource):
     @account_initialization_required
     @cloud_edition_billing_resource_check("apps")
     def post(self):
-        parser = reqparse.RequestParser().add_argument("app_id", type=str, required=True, help="Invalid app_id")
-        args = parser.parse_args()
+        payload = InstalledAppCreatePayload.model_validate(console_ns.payload or {})
 
-        recommended_app = db.session.query(RecommendedApp).where(RecommendedApp.app_id == args["app_id"]).first()
+        recommended_app = db.session.query(RecommendedApp).where(RecommendedApp.app_id == payload.app_id).first()
         if recommended_app is None:
-            raise NotFound("App not found")
+            raise NotFound("Recommended app not found")
 
         _, current_tenant_id = current_account_with_tenant()
 
-        app = db.session.query(App).where(App.id == args["app_id"]).first()
+        app = db.session.query(App).where(App.id == payload.app_id).first()
 
         if app is None:
-            raise NotFound("App not found")
+            raise NotFound("App entity not found")
 
         if not app.is_public:
             raise Forbidden("You can't install a non-public app")
 
         installed_app = (
             db.session.query(InstalledApp)
-            .where(and_(InstalledApp.app_id == args["app_id"], InstalledApp.tenant_id == current_tenant_id))
+            .where(and_(InstalledApp.app_id == payload.app_id, InstalledApp.tenant_id == current_tenant_id))
             .first()
         )
 
@@ -133,7 +142,7 @@ class InstalledAppsListApi(Resource):
             recommended_app.install_count += 1
 
             new_installed_app = InstalledApp(
-                app_id=args["app_id"],
+                app_id=payload.app_id,
                 tenant_id=current_tenant_id,
                 app_owner_tenant_id=app.tenant_id,
                 is_pinned=False,
@@ -163,12 +172,11 @@ class InstalledAppApi(InstalledAppResource):
         return {"result": "success", "message": "App uninstalled successfully"}, 204
 
     def patch(self, installed_app):
-        parser = reqparse.RequestParser().add_argument("is_pinned", type=inputs.boolean)
-        args = parser.parse_args()
+        payload = InstalledAppUpdatePayload.model_validate(console_ns.payload or {})
 
         commit_args = False
-        if "is_pinned" in args:
-            installed_app.is_pinned = args["is_pinned"]
+        if payload.is_pinned is not None:
+            installed_app.is_pinned = payload.is_pinned
             commit_args = True
 
         if commit_args:

api/controllers/console/explore/message.py

@@ -1,10 +1,8 @@
 import logging
 from typing import Literal
-from uuid import UUID
 
 from flask import request
-from flask_restx import marshal_with
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, Field, TypeAdapter
 from werkzeug.exceptions import InternalServerError, NotFound
 
 from controllers.common.schema import register_schema_models
@@ -24,8 +22,10 @@ from controllers.console.explore.wraps import InstalledAppResource
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError
 from core.model_runtime.errors.invoke import InvokeError
-from fields.message_fields import message_infinite_scroll_pagination_fields
+from fields.conversation_fields import ResultResponse
+from fields.message_fields import MessageInfiniteScrollPagination, MessageListItem, SuggestedQuestionsResponse
 from libs import helper
+from libs.helper import UUIDStrOrEmpty
 from libs.login import current_account_with_tenant
 from models.model import AppMode
 from services.app_generate_service import AppGenerateService
@@ -44,8 +44,8 @@ logger = logging.getLogger(__name__)
 
 
 class MessageListQuery(BaseModel):
-    conversation_id: UUID
-    first_id: UUID | None = None
+    conversation_id: UUIDStrOrEmpty
+    first_id: UUIDStrOrEmpty | None = None
     limit: int = Field(default=20, ge=1, le=100)
 
 
@@ -66,7 +66,6 @@ register_schema_models(console_ns, MessageListQuery, MessageFeedbackPayload, Mor
     endpoint="installed_app_messages",
 )
 class MessageListApi(InstalledAppResource):
-    @marshal_with(message_infinite_scroll_pagination_fields)
     @console_ns.expect(console_ns.models[MessageListQuery.__name__])
     def get(self, installed_app):
         current_user, _ = current_account_with_tenant()
@@ -78,13 +77,20 @@ class MessageListApi(InstalledAppResource):
         args = MessageListQuery.model_validate(request.args.to_dict())
 
         try:
-            return MessageService.pagination_by_first_id(
+            pagination = MessageService.pagination_by_first_id(
                 app_model,
                 current_user,
                 str(args.conversation_id),
                 str(args.first_id) if args.first_id else None,
                 args.limit,
             )
+            adapter = TypeAdapter(MessageListItem)
+            items = [adapter.validate_python(message, from_attributes=True) for message in pagination.data]
+            return MessageInfiniteScrollPagination(
+                limit=pagination.limit,
+                has_more=pagination.has_more,
+                data=items,
+            ).model_dump(mode="json")
         except ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
         except FirstMessageNotExistsError:
@@ -116,7 +122,7 @@ class MessageFeedbackApi(InstalledAppResource):
         except MessageNotExistsError:
             raise NotFound("Message Not Exists.")
 
-        return {"result": "success"}
+        return ResultResponse(result="success").model_dump(mode="json")
 
 
 @console_ns.route(
@@ -201,4 +207,4 @@ class MessageSuggestedQuestionApi(InstalledAppResource):
             logger.exception("internal server error.")
             raise InternalServerError()
 
-        return {"data": questions}
+        return SuggestedQuestionsResponse(data=questions).model_dump(mode="json")

api/controllers/console/explore/parameter.py

@@ -1,5 +1,3 @@
-from flask_restx import marshal_with
-
 from controllers.common import fields
 from controllers.console import console_ns
 from controllers.console.app.error import AppUnavailableError
@@ -13,7 +11,6 @@ from services.app_service import AppService
 class AppParameterApi(InstalledAppResource):
     """Resource for app variables."""
 
-    @marshal_with(fields.parameters_fields)
     def get(self, installed_app: InstalledApp):
         """Retrieve app parameters."""
         app_model = installed_app.app
@@ -37,7 +34,8 @@ class AppParameterApi(InstalledAppResource):
 
             user_input_form = features_dict.get("user_input_form", [])
 
-        return get_parameters_from_feature_dict(features_dict=features_dict, user_input_form=user_input_form)
+        parameters = get_parameters_from_feature_dict(features_dict=features_dict, user_input_form=user_input_form)
+        return fields.Parameters.model_validate(parameters).model_dump(mode="json")
 
 
 @console_ns.route("/installed-apps/<uuid:installed_app_id>/meta", endpoint="installed_app_meta")

api/controllers/console/explore/saved_message.py

@@ -1,55 +1,33 @@
-from uuid import UUID
-
 from flask import request
-from flask_restx import fields, marshal_with
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, Field, TypeAdapter
 from werkzeug.exceptions import NotFound
 
 from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.explore.error import NotCompletionAppError
 from controllers.console.explore.wraps import InstalledAppResource
-from fields.conversation_fields import message_file_fields
-from libs.helper import TimestampField
+from fields.conversation_fields import ResultResponse
+from fields.message_fields import SavedMessageInfiniteScrollPagination, SavedMessageItem
+from libs.helper import UUIDStrOrEmpty
 from libs.login import current_account_with_tenant
 from services.errors.message import MessageNotExistsError
 from services.saved_message_service import SavedMessageService
 
 
 class SavedMessageListQuery(BaseModel):
-    last_id: UUID | None = None
+    last_id: UUIDStrOrEmpty | None = None
     limit: int = Field(default=20, ge=1, le=100)
 
 
 class SavedMessageCreatePayload(BaseModel):
-    message_id: UUID
+    message_id: UUIDStrOrEmpty
 
 
 register_schema_models(console_ns, SavedMessageListQuery, SavedMessageCreatePayload)
 
 
-feedback_fields = {"rating": fields.String}
-
-message_fields = {
-    "id": fields.String,
-    "inputs": fields.Raw,
-    "query": fields.String,
-    "answer": fields.String,
-    "message_files": fields.List(fields.Nested(message_file_fields)),
-    "feedback": fields.Nested(feedback_fields, attribute="user_feedback", allow_null=True),
-    "created_at": TimestampField,
-}
-
-
 @console_ns.route("/installed-apps/<uuid:installed_app_id>/saved-messages", endpoint="installed_app_saved_messages")
 class SavedMessageListApi(InstalledAppResource):
-    saved_message_infinite_scroll_pagination_fields = {
-        "limit": fields.Integer,
-        "has_more": fields.Boolean,
-        "data": fields.List(fields.Nested(message_fields)),
-    }
-
-    @marshal_with(saved_message_infinite_scroll_pagination_fields)
     @console_ns.expect(console_ns.models[SavedMessageListQuery.__name__])
     def get(self, installed_app):
         current_user, _ = current_account_with_tenant()
@@ -59,12 +37,19 @@ class SavedMessageListApi(InstalledAppResource):
 
         args = SavedMessageListQuery.model_validate(request.args.to_dict())
 
-        return SavedMessageService.pagination_by_last_id(
+        pagination = SavedMessageService.pagination_by_last_id(
             app_model,
             current_user,
             str(args.last_id) if args.last_id else None,
             args.limit,
         )
+        adapter = TypeAdapter(SavedMessageItem)
+        items = [adapter.validate_python(message, from_attributes=True) for message in pagination.data]
+        return SavedMessageInfiniteScrollPagination(
+            limit=pagination.limit,
+            has_more=pagination.has_more,
+            data=items,
+        ).model_dump(mode="json")
 
     @console_ns.expect(console_ns.models[SavedMessageCreatePayload.__name__])
     def post(self, installed_app):
@@ -80,7 +65,7 @@ class SavedMessageListApi(InstalledAppResource):
         except MessageNotExistsError:
             raise NotFound("Message Not Exists.")
 
-        return {"result": "success"}
+        return ResultResponse(result="success").model_dump(mode="json")
 
 
 @console_ns.route(
@@ -98,4 +83,4 @@ class SavedMessageApi(InstalledAppResource):
 
         SavedMessageService.delete(app_model, current_user, message_id)
 
-        return {"result": "success"}, 204
+        return ResultResponse(result="success").model_dump(mode="json"), 204

api/controllers/console/extension.py

@@ -1,14 +1,32 @@
-from flask_restx import Resource, fields, marshal_with, reqparse
+from flask import request
+from flask_restx import Resource, fields, marshal_with
+from pydantic import BaseModel, Field
 
 from constants import HIDDEN_VALUE
-from controllers.console import console_ns
-from controllers.console.wraps import account_initialization_required, setup_required
 from fields.api_based_extension_fields import api_based_extension_fields
 from libs.login import current_account_with_tenant, login_required
 from models.api_based_extension import APIBasedExtension
 from services.api_based_extension_service import APIBasedExtensionService
 from services.code_based_extension_service import CodeBasedExtensionService
 
+from ..common.schema import register_schema_models
+from . import console_ns
+from .wraps import account_initialization_required, setup_required
+
+
+class CodeBasedExtensionQuery(BaseModel):
+    module: str
+
+
+class APIBasedExtensionPayload(BaseModel):
+    name: str = Field(description="Extension name")
+    api_endpoint: str = Field(description="API endpoint URL")
+    api_key: str = Field(description="API key for authentication")
+
+
+register_schema_models(console_ns, APIBasedExtensionPayload)
+
+
 api_based_extension_model = console_ns.model("ApiBasedExtensionModel", api_based_extension_fields)
 
 api_based_extension_list_model = fields.List(fields.Nested(api_based_extension_model))
@@ -18,11 +36,7 @@ api_based_extension_list_model = fields.List(fields.Nested(api_based_extension_m
 class CodeBasedExtensionAPI(Resource):
     @console_ns.doc("get_code_based_extension")
     @console_ns.doc(description="Get code-based extension data by module name")
-    @console_ns.expect(
-        console_ns.parser().add_argument(
-            "module", type=str, required=True, location="args", help="Extension module name"
-        )
-    )
+    @console_ns.doc(params={"module": "Extension module name"})
     @console_ns.response(
         200,
         "Success",
@@ -35,10 +49,9 @@ class CodeBasedExtensionAPI(Resource):
     @login_required
     @account_initialization_required
     def get(self):
-        parser = reqparse.RequestParser().add_argument("module", type=str, required=True, location="args")
-        args = parser.parse_args()
+        query = CodeBasedExtensionQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
-        return {"module": args["module"], "data": CodeBasedExtensionService.get_code_based_extension(args["module"])}
+        return {"module": query.module, "data": CodeBasedExtensionService.get_code_based_extension(query.module)}
 
 
 @console_ns.route("/api-based-extension")
@@ -56,30 +69,21 @@ class APIBasedExtensionAPI(Resource):
 
     @console_ns.doc("create_api_based_extension")
     @console_ns.doc(description="Create a new API-based extension")
-    @console_ns.expect(
-        console_ns.model(
-            "CreateAPIBasedExtensionRequest",
-            {
-                "name": fields.String(required=True, description="Extension name"),
-                "api_endpoint": fields.String(required=True, description="API endpoint URL"),
-                "api_key": fields.String(required=True, description="API key for authentication"),
-            },
-        )
-    )
+    @console_ns.expect(console_ns.models[APIBasedExtensionPayload.__name__])
     @console_ns.response(201, "Extension created successfully", api_based_extension_model)
     @setup_required
     @login_required
     @account_initialization_required
     @marshal_with(api_based_extension_model)
     def post(self):
-        args = console_ns.payload
+        payload = APIBasedExtensionPayload.model_validate(console_ns.payload or {})
         _, current_tenant_id = current_account_with_tenant()
 
         extension_data = APIBasedExtension(
             tenant_id=current_tenant_id,
-            name=args["name"],
-            api_endpoint=args["api_endpoint"],
-            api_key=args["api_key"],
+            name=payload.name,
+            api_endpoint=payload.api_endpoint,
+            api_key=payload.api_key,
         )
 
         return APIBasedExtensionService.save(extension_data)
@@ -104,16 +108,7 @@ class APIBasedExtensionDetailAPI(Resource):
     @console_ns.doc("update_api_based_extension")
     @console_ns.doc(description="Update API-based extension")
     @console_ns.doc(params={"id": "Extension ID"})
-    @console_ns.expect(
-        console_ns.model(
-            "UpdateAPIBasedExtensionRequest",
-            {
-                "name": fields.String(required=True, description="Extension name"),
-                "api_endpoint": fields.String(required=True, description="API endpoint URL"),
-                "api_key": fields.String(required=True, description="API key for authentication"),
-            },
-        )
-    )
+    @console_ns.expect(console_ns.models[APIBasedExtensionPayload.__name__])
     @console_ns.response(200, "Extension updated successfully", api_based_extension_model)
     @setup_required
     @login_required
@@ -125,13 +120,13 @@ class APIBasedExtensionDetailAPI(Resource):
 
         extension_data_from_db = APIBasedExtensionService.get_with_tenant_id(current_tenant_id, api_based_extension_id)
 
-        args = console_ns.payload
+        payload = APIBasedExtensionPayload.model_validate(console_ns.payload or {})
 
-        extension_data_from_db.name = args["name"]
-        extension_data_from_db.api_endpoint = args["api_endpoint"]
+        extension_data_from_db.name = payload.name
+        extension_data_from_db.api_endpoint = payload.api_endpoint
 
-        if args["api_key"] != HIDDEN_VALUE:
-            extension_data_from_db.api_key = args["api_key"]
+        if payload.api_key != HIDDEN_VALUE:
+            extension_data_from_db.api_key = payload.api_key
 
         return APIBasedExtensionService.save(extension_data_from_db)
 

api/controllers/console/files.py

@@ -1,7 +1,7 @@
 from typing import Literal
 
 from flask import request
-from flask_restx import Resource, marshal_with
+from flask_restx import Resource
 from werkzeug.exceptions import Forbidden
 
 import services
@@ -15,18 +15,21 @@ from controllers.common.errors import (
     TooManyFilesError,
     UnsupportedFileTypeError,
 )
+from controllers.common.schema import register_schema_models
 from controllers.console.wraps import (
     account_initialization_required,
     cloud_edition_billing_resource_check,
     setup_required,
 )
 from extensions.ext_database import db
-from fields.file_fields import file_fields, upload_config_fields
+from fields.file_fields import FileResponse, UploadConfig
 from libs.login import current_account_with_tenant, login_required
 from services.file_service import FileService
 
 from . import console_ns
 
+register_schema_models(console_ns, UploadConfig, FileResponse)
+
 PREVIEW_WORDS_LIMIT = 3000
 
 
@@ -35,26 +38,27 @@ class FileApi(Resource):
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(upload_config_fields)
+    @console_ns.response(200, "Success", console_ns.models[UploadConfig.__name__])
     def get(self):
-        return {
-            "file_size_limit": dify_config.UPLOAD_FILE_SIZE_LIMIT,
-            "batch_count_limit": dify_config.UPLOAD_FILE_BATCH_LIMIT,
-            "file_upload_limit": dify_config.BATCH_UPLOAD_LIMIT,
-            "image_file_size_limit": dify_config.UPLOAD_IMAGE_FILE_SIZE_LIMIT,
-            "video_file_size_limit": dify_config.UPLOAD_VIDEO_FILE_SIZE_LIMIT,
-            "audio_file_size_limit": dify_config.UPLOAD_AUDIO_FILE_SIZE_LIMIT,
-            "workflow_file_upload_limit": dify_config.WORKFLOW_FILE_UPLOAD_LIMIT,
-            "image_file_batch_limit": dify_config.IMAGE_FILE_BATCH_LIMIT,
-            "single_chunk_attachment_limit": dify_config.SINGLE_CHUNK_ATTACHMENT_LIMIT,
-            "attachment_image_file_size_limit": dify_config.ATTACHMENT_IMAGE_FILE_SIZE_LIMIT,
-        }, 200
+        config = UploadConfig(
+            file_size_limit=dify_config.UPLOAD_FILE_SIZE_LIMIT,
+            batch_count_limit=dify_config.UPLOAD_FILE_BATCH_LIMIT,
+            file_upload_limit=dify_config.BATCH_UPLOAD_LIMIT,
+            image_file_size_limit=dify_config.UPLOAD_IMAGE_FILE_SIZE_LIMIT,
+            video_file_size_limit=dify_config.UPLOAD_VIDEO_FILE_SIZE_LIMIT,
+            audio_file_size_limit=dify_config.UPLOAD_AUDIO_FILE_SIZE_LIMIT,
+            workflow_file_upload_limit=dify_config.WORKFLOW_FILE_UPLOAD_LIMIT,
+            image_file_batch_limit=dify_config.IMAGE_FILE_BATCH_LIMIT,
+            single_chunk_attachment_limit=dify_config.SINGLE_CHUNK_ATTACHMENT_LIMIT,
+            attachment_image_file_size_limit=dify_config.ATTACHMENT_IMAGE_FILE_SIZE_LIMIT,
+        )
+        return config.model_dump(mode="json"), 200
 
     @setup_required
     @login_required
     @account_initialization_required
-    @marshal_with(file_fields)
     @cloud_edition_billing_resource_check("documents")
+    @console_ns.response(201, "File uploaded successfully", console_ns.models[FileResponse.__name__])
     def post(self):
         current_user, _ = current_account_with_tenant()
         source_str = request.form.get("source")
@@ -90,7 +94,8 @@ class FileApi(Resource):
         except services.errors.file.BlockedFileExtensionError as blocked_extension_error:
             raise BlockedFileExtensionError(blocked_extension_error.description)
 
-        return upload_file, 201
+        response = FileResponse.model_validate(upload_file, from_attributes=True)
+        return response.model_dump(mode="json"), 201
 
 
 @console_ns.route("/files/<uuid:file_id>/preview")

api/controllers/console/remote_files.py

@@ -1,7 +1,7 @@
 import urllib.parse
 
 import httpx
-from flask_restx import Resource, marshal_with
+from flask_restx import Resource
 from pydantic import BaseModel, Field
 
 import services
@@ -11,19 +11,22 @@ from controllers.common.errors import (
     RemoteFileUploadError,
     UnsupportedFileTypeError,
 )
+from controllers.common.schema import register_schema_models
 from core.file import helpers as file_helpers
 from core.helper import ssrf_proxy
 from extensions.ext_database import db
-from fields.file_fields import file_fields_with_signed_url, remote_file_info_fields
+from fields.file_fields import FileWithSignedUrl, RemoteFileInfo
 from libs.login import current_account_with_tenant
 from services.file_service import FileService
 
 from . import console_ns
 
+register_schema_models(console_ns, RemoteFileInfo, FileWithSignedUrl)
+
 
 @console_ns.route("/remote-files/<path:url>")
 class RemoteFileInfoApi(Resource):
-    @marshal_with(remote_file_info_fields)
+    @console_ns.response(200, "Remote file info", console_ns.models[RemoteFileInfo.__name__])
     def get(self, url):
         decoded_url = urllib.parse.unquote(url)
         resp = ssrf_proxy.head(decoded_url)
@@ -31,10 +34,11 @@ class RemoteFileInfoApi(Resource):
             # failed back to get method
             resp = ssrf_proxy.get(decoded_url, timeout=3)
         resp.raise_for_status()
-        return {
-            "file_type": resp.headers.get("Content-Type", "application/octet-stream"),
-            "file_length": int(resp.headers.get("Content-Length", 0)),
-        }
+        info = RemoteFileInfo(
+            file_type=resp.headers.get("Content-Type", "application/octet-stream"),
+            file_length=int(resp.headers.get("Content-Length", 0)),
+        )
+        return info.model_dump(mode="json")
 
 
 class RemoteFileUploadPayload(BaseModel):
@@ -50,7 +54,7 @@ console_ns.schema_model(
 @console_ns.route("/remote-files/upload")
 class RemoteFileUploadApi(Resource):
     @console_ns.expect(console_ns.models[RemoteFileUploadPayload.__name__])
-    @marshal_with(file_fields_with_signed_url)
+    @console_ns.response(201, "Remote file uploaded", console_ns.models[FileWithSignedUrl.__name__])
     def post(self):
         args = RemoteFileUploadPayload.model_validate(console_ns.payload)
         url = args.url
@@ -85,13 +89,14 @@ class RemoteFileUploadApi(Resource):
         except services.errors.file.UnsupportedFileTypeError:
             raise UnsupportedFileTypeError()
 
-        return {
-            "id": upload_file.id,
-            "name": upload_file.name,
-            "size": upload_file.size,
-            "extension": upload_file.extension,
-            "url": file_helpers.get_signed_file_url(upload_file_id=upload_file.id),
-            "mime_type": upload_file.mime_type,
-            "created_by": upload_file.created_by,
-            "created_at": upload_file.created_at,
-        }, 201
+        payload = FileWithSignedUrl(
+            id=upload_file.id,
+            name=upload_file.name,
+            size=upload_file.size,
+            extension=upload_file.extension,
+            url=file_helpers.get_signed_file_url(upload_file_id=upload_file.id),
+            mime_type=upload_file.mime_type,
+            created_by=upload_file.created_by,
+            created_at=int(upload_file.created_at.timestamp()),
+        )
+        return payload.model_dump(mode="json"), 201

api/controllers/console/tag/tags.py

@@ -1,31 +1,40 @@
+from typing import Literal
+
 from flask import request
-from flask_restx import Resource, marshal_with, reqparse
+from flask_restx import Resource, marshal_with
+from pydantic import BaseModel, Field
 from werkzeug.exceptions import Forbidden
 
+from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, edit_permission_required, setup_required
 from fields.tag_fields import dataset_tag_fields
 from libs.login import current_account_with_tenant, login_required
-from models.model import Tag
 from services.tag_service import TagService
 
 
-def _validate_name(name):
-    if not name or len(name) < 1 or len(name) > 50:
-        raise ValueError("Name must be between 1 to 50 characters.")
-    return name
+class TagBasePayload(BaseModel):
+    name: str = Field(description="Tag name", min_length=1, max_length=50)
+    type: Literal["knowledge", "app"] | None = Field(default=None, description="Tag type")
 
 
-parser_tags = (
-    reqparse.RequestParser()
-    .add_argument(
-        "name",
-        nullable=False,
-        required=True,
-        help="Name must be between 1 to 50 characters.",
-        type=_validate_name,
-    )
-    .add_argument("type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type.")
+class TagBindingPayload(BaseModel):
+    tag_ids: list[str] = Field(description="Tag IDs to bind")
+    target_id: str = Field(description="Target ID to bind tags to")
+    type: Literal["knowledge", "app"] | None = Field(default=None, description="Tag type")
+
+
+class TagBindingRemovePayload(BaseModel):
+    tag_id: str = Field(description="Tag ID to remove")
+    target_id: str = Field(description="Target ID to unbind tag from")
+    type: Literal["knowledge", "app"] | None = Field(default=None, description="Tag type")
+
+
+register_schema_models(
+    console_ns,
+    TagBasePayload,
+    TagBindingPayload,
+    TagBindingRemovePayload,
 )
 
 
@@ -43,7 +52,7 @@ class TagListApi(Resource):
 
         return tags, 200
 
-    @console_ns.expect(parser_tags)
+    @console_ns.expect(console_ns.models[TagBasePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -53,22 +62,17 @@ class TagListApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_tags.parse_args()
-        tag = TagService.save_tags(args)
+        payload = TagBasePayload.model_validate(console_ns.payload or {})
+        tag = TagService.save_tags(payload.model_dump())
 
         response = {"id": tag.id, "name": tag.name, "type": tag.type, "binding_count": 0}
 
         return response, 200
 
 
-parser_tag_id = reqparse.RequestParser().add_argument(
-    "name", nullable=False, required=True, help="Name must be between 1 to 50 characters.", type=_validate_name
-)
-
-
 @console_ns.route("/tags/<uuid:tag_id>")
 class TagUpdateDeleteApi(Resource):
-    @console_ns.expect(parser_tag_id)
+    @console_ns.expect(console_ns.models[TagBasePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -79,8 +83,8 @@ class TagUpdateDeleteApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_tag_id.parse_args()
-        tag = TagService.update_tags(args, tag_id)
+        payload = TagBasePayload.model_validate(console_ns.payload or {})
+        tag = TagService.update_tags(payload.model_dump(), tag_id)
 
         binding_count = TagService.get_tag_binding_count(tag_id)
 
@@ -100,17 +104,9 @@ class TagUpdateDeleteApi(Resource):
         return 204
 
 
-parser_create = (
-    reqparse.RequestParser()
-    .add_argument("tag_ids", type=list, nullable=False, required=True, location="json", help="Tag IDs is required.")
-    .add_argument("target_id", type=str, nullable=False, required=True, location="json", help="Target ID is required.")
-    .add_argument("type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type.")
-)
-
-
 @console_ns.route("/tag-bindings/create")
 class TagBindingCreateApi(Resource):
-    @console_ns.expect(parser_create)
+    @console_ns.expect(console_ns.models[TagBindingPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -120,23 +116,15 @@ class TagBindingCreateApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_create.parse_args()
-        TagService.save_tag_binding(args)
+        payload = TagBindingPayload.model_validate(console_ns.payload or {})
+        TagService.save_tag_binding(payload.model_dump())
 
         return {"result": "success"}, 200
 
 
-parser_remove = (
-    reqparse.RequestParser()
-    .add_argument("tag_id", type=str, nullable=False, required=True, help="Tag ID is required.")
-    .add_argument("target_id", type=str, nullable=False, required=True, help="Target ID is required.")
-    .add_argument("type", type=str, location="json", choices=Tag.TAG_TYPE_LIST, nullable=True, help="Invalid tag type.")
-)
-
-
 @console_ns.route("/tag-bindings/remove")
 class TagBindingDeleteApi(Resource):
-    @console_ns.expect(parser_remove)
+    @console_ns.expect(console_ns.models[TagBindingRemovePayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -146,7 +134,7 @@ class TagBindingDeleteApi(Resource):
         if not (current_user.has_edit_permission or current_user.is_dataset_editor):
             raise Forbidden()
 
-        args = parser_remove.parse_args()
-        TagService.delete_tag_binding(args)
+        payload = TagBindingRemovePayload.model_validate(console_ns.payload or {})
+        TagService.delete_tag_binding(payload.model_dump())
 
         return {"result": "success"}, 200

api/controllers/console/workspace/account.py

@@ -1,3 +1,5 @@
+from __future__ import annotations
+
 from datetime import datetime
 from typing import Literal
 
@@ -99,7 +101,7 @@ class AccountPasswordPayload(BaseModel):
     repeat_new_password: str
 
     @model_validator(mode="after")
-    def check_passwords_match(self) -> "AccountPasswordPayload":
+    def check_passwords_match(self) -> AccountPasswordPayload:
         if self.new_password != self.repeat_new_password:
             raise RepeatPasswordNotMatchError()
         return self

api/controllers/console/workspace/load_balancing_config.py

@@ -1,6 +1,8 @@
-from flask_restx import Resource, reqparse
+from flask_restx import Resource
+from pydantic import BaseModel
 from werkzeug.exceptions import Forbidden
 
+from controllers.common.schema import register_schema_models
 from controllers.console import console_ns
 from controllers.console.wraps import account_initialization_required, setup_required
 from core.model_runtime.entities.model_entities import ModelType
@@ -10,10 +12,20 @@ from models import TenantAccountRole
 from services.model_load_balancing_service import ModelLoadBalancingService
 
 
+class LoadBalancingCredentialPayload(BaseModel):
+    model: str
+    model_type: ModelType
+    credentials: dict[str, object]
+
+
+register_schema_models(console_ns, LoadBalancingCredentialPayload)
+
+
 @console_ns.route(
     "/workspaces/current/model-providers/<path:provider>/models/load-balancing-configs/credentials-validate"
 )
 class LoadBalancingCredentialsValidateApi(Resource):
+    @console_ns.expect(console_ns.models[LoadBalancingCredentialPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -24,20 +36,7 @@ class LoadBalancingCredentialsValidateApi(Resource):
 
         tenant_id = current_tenant_id
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("model", type=str, required=True, nullable=False, location="json")
-            .add_argument(
-                "model_type",
-                type=str,
-                required=True,
-                nullable=False,
-                choices=[mt.value for mt in ModelType],
-                location="json",
-            )
-            .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-        )
-        args = parser.parse_args()
+        payload = LoadBalancingCredentialPayload.model_validate(console_ns.payload or {})
 
         # validate model load balancing credentials
         model_load_balancing_service = ModelLoadBalancingService()
@@ -49,9 +48,9 @@ class LoadBalancingCredentialsValidateApi(Resource):
             model_load_balancing_service.validate_load_balancing_credentials(
                 tenant_id=tenant_id,
                 provider=provider,
-                model=args["model"],
-                model_type=args["model_type"],
-                credentials=args["credentials"],
+                model=payload.model,
+                model_type=payload.model_type,
+                credentials=payload.credentials,
             )
         except CredentialsValidateFailedError as ex:
             result = False
@@ -69,6 +68,7 @@ class LoadBalancingCredentialsValidateApi(Resource):
     "/workspaces/current/model-providers/<path:provider>/models/load-balancing-configs/<string:config_id>/credentials-validate"
 )
 class LoadBalancingConfigCredentialsValidateApi(Resource):
+    @console_ns.expect(console_ns.models[LoadBalancingCredentialPayload.__name__])
     @setup_required
     @login_required
     @account_initialization_required
@@ -79,20 +79,7 @@ class LoadBalancingConfigCredentialsValidateApi(Resource):
 
         tenant_id = current_tenant_id
 
-        parser = (
-            reqparse.RequestParser()
-            .add_argument("model", type=str, required=True, nullable=False, location="json")
-            .add_argument(
-                "model_type",
-                type=str,
-                required=True,
-                nullable=False,
-                choices=[mt.value for mt in ModelType],
-                location="json",
-            )
-            .add_argument("credentials", type=dict, required=True, nullable=False, location="json")
-        )
-        args = parser.parse_args()
+        payload = LoadBalancingCredentialPayload.model_validate(console_ns.payload or {})
 
         # validate model load balancing config credentials
         model_load_balancing_service = ModelLoadBalancingService()
@@ -104,9 +91,9 @@ class LoadBalancingConfigCredentialsValidateApi(Resource):
             model_load_balancing_service.validate_load_balancing_credentials(
                 tenant_id=tenant_id,
                 provider=provider,
-                model=args["model"],
-                model_type=args["model_type"],
-                credentials=args["credentials"],
+                model=payload.model,
+                model_type=payload.model_type,
+                credentials=payload.credentials,
                 config_id=config_id,
             )
         except CredentialsValidateFailedError as ex:

api/controllers/console/workspace/plugin.py

@@ -1,5 +1,6 @@
 import io
-from typing import Literal
+from collections.abc import Mapping
+from typing import Any, Literal
 
 from flask import request, send_file
 from flask_restx import Resource
@@ -141,6 +142,15 @@ class ParserDynamicOptions(BaseModel):
     provider_type: Literal["tool", "trigger"]
 
 
+class ParserDynamicOptionsWithCredentials(BaseModel):
+    plugin_id: str
+    provider: str
+    action: str
+    parameter: str
+    credential_id: str
+    credentials: Mapping[str, Any]
+
+
 class PluginPermissionSettingsPayload(BaseModel):
     install_permission: TenantPluginPermission.InstallPermission = TenantPluginPermission.InstallPermission.EVERYONE
     debug_permission: TenantPluginPermission.DebugPermission = TenantPluginPermission.DebugPermission.EVERYONE
@@ -183,6 +193,7 @@ reg(ParserGithubUpgrade)
 reg(ParserUninstall)
 reg(ParserPermissionChange)
 reg(ParserDynamicOptions)
+reg(ParserDynamicOptionsWithCredentials)
 reg(ParserPreferencesChange)
 reg(ParserExcludePlugin)
 reg(ParserReadme)
@@ -657,6 +668,37 @@ class PluginFetchDynamicSelectOptionsApi(Resource):
         return jsonable_encoder({"options": options})
 
 
+@console_ns.route("/workspaces/current/plugin/parameters/dynamic-options-with-credentials")
+class PluginFetchDynamicSelectOptionsWithCredentialsApi(Resource):
+    @console_ns.expect(console_ns.models[ParserDynamicOptionsWithCredentials.__name__])
+    @setup_required
+    @login_required
+    @is_admin_or_owner_required
+    @account_initialization_required
+    def post(self):
+        """Fetch dynamic options using credentials directly (for edit mode)."""
+        current_user, tenant_id = current_account_with_tenant()
+        user_id = current_user.id
+
+        args = ParserDynamicOptionsWithCredentials.model_validate(console_ns.payload)
+
+        try:
+            options = PluginParameterService.get_dynamic_select_options_with_credentials(
+                tenant_id=tenant_id,
+                user_id=user_id,
+                plugin_id=args.plugin_id,
+                provider=args.provider,
+                action=args.action,
+                parameter=args.parameter,
+                credential_id=args.credential_id,
+                credentials=args.credentials,
+            )
+        except PluginDaemonClientSideError as e:
+            raise ValueError(e)
+
+        return jsonable_encoder({"options": options})
+
+
 @console_ns.route("/workspaces/current/plugin/preferences/change")
 class PluginChangePreferencesApi(Resource):
     @console_ns.expect(console_ns.models[ParserPreferencesChange.__name__])

api/controllers/console/workspace/tool_providers.py

@@ -1,4 +1,5 @@
 import io
+import logging
 from urllib.parse import urlparse
 
 from flask import make_response, redirect, request, send_file
@@ -17,6 +18,7 @@ from controllers.console.wraps import (
     is_admin_or_owner_required,
     setup_required,
 )
+from core.db.session_factory import session_factory
 from core.entities.mcp_provider import MCPAuthentication, MCPConfiguration
 from core.mcp.auth.auth_flow import auth, handle_callback
 from core.mcp.error import MCPAuthError, MCPError, MCPRefreshTokenError
@@ -39,6 +41,8 @@ from services.tools.tools_manage_service import ToolCommonService
 from services.tools.tools_transform_service import ToolTransformService
 from services.tools.workflow_tools_manage_service import WorkflowToolManageService
 
+logger = logging.getLogger(__name__)
+
 
 def is_valid_url(url: str) -> bool:
     if not url:
@@ -944,8 +948,8 @@ class ToolProviderMCPApi(Resource):
         configuration = MCPConfiguration.model_validate(args["configuration"])
         authentication = MCPAuthentication.model_validate(args["authentication"]) if args["authentication"] else None
 
-        # Create provider
-        with Session(db.engine) as session, session.begin():
+        # 1) Create provider in a short transaction (no network I/O inside)
+        with session_factory.create_session() as session, session.begin():
             service = MCPToolManageService(session=session)
             result = service.create_provider(
                 tenant_id=tenant_id,
@@ -960,7 +964,29 @@ class ToolProviderMCPApi(Resource):
                 configuration=configuration,
                 authentication=authentication,
             )
-            return jsonable_encoder(result)
+
+        # 2) Try to fetch tools immediately after creation so they appear without a second save.
+        #    Perform network I/O outside any DB session to avoid holding locks.
+        try:
+            reconnect = MCPToolManageService.reconnect_with_url(
+                server_url=args["server_url"],
+                headers=args.get("headers") or {},
+                timeout=configuration.timeout,
+                sse_read_timeout=configuration.sse_read_timeout,
+            )
+            # Update just-created provider with authed/tools in a new short transaction
+            with session_factory.create_session() as session, session.begin():
+                service = MCPToolManageService(session=session)
+                db_provider = service.get_provider(provider_id=result.id, tenant_id=tenant_id)
+                db_provider.authed = reconnect.authed
+                db_provider.tools = reconnect.tools
+
+                result = ToolTransformService.mcp_provider_to_user_provider(db_provider, for_list=True)
+        except Exception:
+            # Best-effort: if initial fetch fails (e.g., auth required), return created provider as-is
+            logger.warning("Failed to fetch MCP tools after creation", exc_info=True)
+
+        return jsonable_encoder(result)
 
     @console_ns.expect(parser_mcp_put)
     @setup_required
@@ -972,17 +998,23 @@ class ToolProviderMCPApi(Resource):
         authentication = MCPAuthentication.model_validate(args["authentication"]) if args["authentication"] else None
         _, current_tenant_id = current_account_with_tenant()
 
-        # Step 1: Validate server URL change if needed (includes URL format validation and network operation)
-        validation_result = None
+        # Step 1: Get provider data for URL validation (short-lived session, no network I/O)
+        validation_data = None
         with Session(db.engine) as session:
             service = MCPToolManageService(session=session)
-            validation_result = service.validate_server_url_change(
-                tenant_id=current_tenant_id, provider_id=args["provider_id"], new_server_url=args["server_url"]
+            validation_data = service.get_provider_for_url_validation(
+                tenant_id=current_tenant_id, provider_id=args["provider_id"]
             )
 
-            # No need to check for errors here, exceptions will be raised directly
+        # Step 2: Perform URL validation with network I/O OUTSIDE of any database session
+        # This prevents holding database locks during potentially slow network operations
+        validation_result = MCPToolManageService.validate_server_url_standalone(
+            tenant_id=current_tenant_id,
+            new_server_url=args["server_url"],
+            validation_data=validation_data,
+        )
 
-        # Step 2: Perform database update in a transaction
+        # Step 3: Perform database update in a transaction
         with Session(db.engine) as session, session.begin():
             service = MCPToolManageService(session=session)
             service.update_provider(
@@ -999,7 +1031,8 @@ class ToolProviderMCPApi(Resource):
                 authentication=authentication,
                 validation_result=validation_result,
             )
-            return {"result": "success"}
+
+        return {"result": "success"}
 
     @console_ns.expect(parser_mcp_delete)
     @setup_required
@@ -1012,7 +1045,8 @@ class ToolProviderMCPApi(Resource):
         with Session(db.engine) as session, session.begin():
             service = MCPToolManageService(session=session)
             service.delete_provider(tenant_id=current_tenant_id, provider_id=args["provider_id"])
-            return {"result": "success"}
+
+        return {"result": "success"}
 
 
 parser_auth = (

api/controllers/console/workspace/trigger_providers.py

@@ -1,7 +1,10 @@
 import logging
+from collections.abc import Mapping
+from typing import Any
 
 from flask import make_response, redirect, request
 from flask_restx import Resource, reqparse
+from pydantic import BaseModel, Field, model_validator
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import BadRequest, Forbidden
 
@@ -32,6 +35,38 @@ from ..wraps import (
 logger = logging.getLogger(__name__)
 
 
+class TriggerSubscriptionUpdateRequest(BaseModel):
+    """Request payload for updating a trigger subscription"""
+
+    name: str | None = Field(default=None, description="The name for the subscription")
+    credentials: Mapping[str, Any] | None = Field(default=None, description="The credentials for the subscription")
+    parameters: Mapping[str, Any] | None = Field(default=None, description="The parameters for the subscription")
+    properties: Mapping[str, Any] | None = Field(default=None, description="The properties for the subscription")
+
+    @model_validator(mode="after")
+    def check_at_least_one_field(self):
+        if all(v is None for v in (self.name, self.credentials, self.parameters, self.properties)):
+            raise ValueError("At least one of name, credentials, parameters, or properties must be provided")
+        return self
+
+
+class TriggerSubscriptionVerifyRequest(BaseModel):
+    """Request payload for verifying subscription credentials."""
+
+    credentials: Mapping[str, Any] = Field(description="The credentials to verify")
+
+
+console_ns.schema_model(
+    TriggerSubscriptionUpdateRequest.__name__,
+    TriggerSubscriptionUpdateRequest.model_json_schema(ref_template="#/definitions/{model}"),
+)
+
+console_ns.schema_model(
+    TriggerSubscriptionVerifyRequest.__name__,
+    TriggerSubscriptionVerifyRequest.model_json_schema(ref_template="#/definitions/{model}"),
+)
+
+
 @console_ns.route("/workspaces/current/trigger-provider/<path:provider>/icon")
 class TriggerProviderIconApi(Resource):
     @setup_required
@@ -155,16 +190,16 @@ parser_api = (
 
 
 @console_ns.route(
-    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/verify/<path:subscription_builder_id>",
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/builder/verify-and-update/<path:subscription_builder_id>",
 )
-class TriggerSubscriptionBuilderVerifyApi(Resource):
+class TriggerSubscriptionBuilderVerifyAndUpdateApi(Resource):
     @console_ns.expect(parser_api)
     @setup_required
     @login_required
     @edit_permission_required
     @account_initialization_required
     def post(self, provider, subscription_builder_id):
-        """Verify a subscription instance for a trigger provider"""
+        """Verify and update a subscription instance for a trigger provider"""
         user = current_user
         assert user.current_tenant_id is not None
 
@@ -289,6 +324,65 @@ class TriggerSubscriptionBuilderBuildApi(Resource):
             raise ValueError(str(e)) from e
 
 
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:subscription_id>/subscriptions/update",
+)
+class TriggerSubscriptionUpdateApi(Resource):
+    @console_ns.expect(console_ns.models[TriggerSubscriptionUpdateRequest.__name__])
+    @setup_required
+    @login_required
+    @edit_permission_required
+    @account_initialization_required
+    def post(self, subscription_id: str):
+        """Update a subscription instance"""
+        user = current_user
+        assert user.current_tenant_id is not None
+
+        request = TriggerSubscriptionUpdateRequest.model_validate(console_ns.payload)
+
+        subscription = TriggerProviderService.get_subscription_by_id(
+            tenant_id=user.current_tenant_id,
+            subscription_id=subscription_id,
+        )
+        if not subscription:
+            raise NotFoundError(f"Subscription {subscription_id} not found")
+
+        provider_id = TriggerProviderID(subscription.provider_id)
+
+        try:
+            # For rename only, just update the name
+            rename = request.name is not None and not any((request.credentials, request.parameters, request.properties))
+            # When credential type is UNAUTHORIZED, it indicates the subscription was manually created
+            # For Manually created subscription, they dont have credentials, parameters
+            # They only have name and properties(which is input by user)
+            manually_created = subscription.credential_type == CredentialType.UNAUTHORIZED
+            if rename or manually_created:
+                TriggerProviderService.update_trigger_subscription(
+                    tenant_id=user.current_tenant_id,
+                    subscription_id=subscription_id,
+                    name=request.name,
+                    properties=request.properties,
+                )
+                return 200
+
+            # For the rest cases(API_KEY, OAUTH2)
+            # we need to call third party provider(e.g. GitHub) to rebuild the subscription
+            TriggerProviderService.rebuild_trigger_subscription(
+                tenant_id=user.current_tenant_id,
+                name=request.name,
+                provider_id=provider_id,
+                subscription_id=subscription_id,
+                credentials=request.credentials or subscription.credentials,
+                parameters=request.parameters or subscription.parameters,
+            )
+            return 200
+        except ValueError as e:
+            raise BadRequest(str(e))
+        except Exception as e:
+            logger.exception("Error updating subscription", exc_info=e)
+            raise
+
+
 @console_ns.route(
     "/workspaces/current/trigger-provider/<path:subscription_id>/subscriptions/delete",
 )
@@ -576,3 +670,38 @@ class TriggerOAuthClientManageApi(Resource):
         except Exception as e:
             logger.exception("Error removing OAuth client", exc_info=e)
             raise
+
+
+@console_ns.route(
+    "/workspaces/current/trigger-provider/<path:provider>/subscriptions/verify/<path:subscription_id>",
+)
+class TriggerSubscriptionVerifyApi(Resource):
+    @console_ns.expect(console_ns.models[TriggerSubscriptionVerifyRequest.__name__])
+    @setup_required
+    @login_required
+    @edit_permission_required
+    @account_initialization_required
+    def post(self, provider, subscription_id):
+        """Verify credentials for an existing subscription (edit mode only)"""
+        user = current_user
+        assert user.current_tenant_id is not None
+
+        verify_request: TriggerSubscriptionVerifyRequest = TriggerSubscriptionVerifyRequest.model_validate(
+            console_ns.payload
+        )
+
+        try:
+            result = TriggerProviderService.verify_subscription_credentials(
+                tenant_id=user.current_tenant_id,
+                user_id=user.id,
+                provider_id=TriggerProviderID(provider),
+                subscription_id=subscription_id,
+                credentials=verify_request.credentials,
+            )
+            return result
+        except ValueError as e:
+            logger.warning("Credential verification failed", exc_info=e)
+            raise BadRequest(str(e)) from e
+        except Exception as e:
+            logger.exception("Error verifying subscription credentials", exc_info=e)
+            raise BadRequest(str(e)) from e

api/controllers/console/wraps.py

@@ -9,10 +9,12 @@ from typing import ParamSpec, TypeVar
 from flask import abort, request
 
 from configs import dify_config
+from controllers.console.auth.error import AuthenticationFailedError, EmailCodeError
 from controllers.console.workspace.error import AccountNotInitializedError
 from enums.cloud_plan import CloudPlan
 from extensions.ext_database import db
 from extensions.ext_redis import redis_client
+from libs.encryption import FieldEncryption
 from libs.login import current_account_with_tenant
 from models.account import AccountStatus
 from models.dataset import RateLimitLog
@@ -25,6 +27,14 @@ from .error import NotInitValidateError, NotSetupError, UnauthorizedAndForceLogo
 P = ParamSpec("P")
 R = TypeVar("R")
 
+# Field names for decryption
+FIELD_NAME_PASSWORD = "password"
+FIELD_NAME_CODE = "code"
+
+# Error messages for decryption failures
+ERROR_MSG_INVALID_ENCRYPTED_DATA = "Invalid encrypted data"
+ERROR_MSG_INVALID_ENCRYPTED_CODE = "Invalid encrypted code"
+
 
 def account_initialization_required(view: Callable[P, R]):
     @wraps(view)
@@ -419,3 +429,75 @@ def annotation_import_concurrency_limit(view: Callable[P, R]):
         return view(*args, **kwargs)
 
     return decorated
+
+
+def _decrypt_field(field_name: str, error_class: type[Exception], error_message: str) -> None:
+    """
+    Helper to decode a Base64 encoded field in the request payload.
+
+    Args:
+        field_name: Name of the field to decode
+        error_class: Exception class to raise on decoding failure
+        error_message: Error message to include in the exception
+    """
+    if not request or not request.is_json:
+        return
+    # Get the payload dict - it's cached and mutable
+    payload = request.get_json()
+    if not payload or field_name not in payload:
+        return
+    encoded_value = payload[field_name]
+    decoded_value = FieldEncryption.decrypt_field(encoded_value)
+
+    # If decoding failed, raise error immediately
+    if decoded_value is None:
+        raise error_class(error_message)
+
+    # Update payload dict in-place with decoded value
+    # Since payload is a mutable dict and get_json() returns the cached reference,
+    # modifying it will affect all subsequent accesses including console_ns.payload
+    payload[field_name] = decoded_value
+
+
+def decrypt_password_field(view: Callable[P, R]):
+    """
+    Decorator to decrypt password field in request payload.
+
+    Automatically decrypts the 'password' field if encryption is enabled.
+    If decryption fails, raises AuthenticationFailedError.
+
+    Usage:
+        @decrypt_password_field
+        def post(self):
+            args = LoginPayload.model_validate(console_ns.payload)
+            # args.password is now decrypted
+    """
+
+    @wraps(view)
+    def decorated(*args: P.args, **kwargs: P.kwargs):
+        _decrypt_field(FIELD_NAME_PASSWORD, AuthenticationFailedError, ERROR_MSG_INVALID_ENCRYPTED_DATA)
+        return view(*args, **kwargs)
+
+    return decorated
+
+
+def decrypt_code_field(view: Callable[P, R]):
+    """
+    Decorator to decrypt verification code field in request payload.
+
+    Automatically decrypts the 'code' field if encryption is enabled.
+    If decryption fails, raises EmailCodeError.
+
+    Usage:
+        @decrypt_code_field
+        def post(self):
+            args = EmailCodeLoginPayload.model_validate(console_ns.payload)
+            # args.code is now decrypted
+    """
+
+    @wraps(view)
+    def decorated(*args: P.args, **kwargs: P.kwargs):
+        _decrypt_field(FIELD_NAME_CODE, EmailCodeError, ERROR_MSG_INVALID_ENCRYPTED_CODE)
+        return view(*args, **kwargs)
+
+    return decorated

api/controllers/files/image_preview.py

@@ -7,6 +7,7 @@ from werkzeug.exceptions import NotFound
 
 import services
 from controllers.common.errors import UnsupportedFileTypeError
+from controllers.common.file_response import enforce_download_for_html
 from controllers.files import files_ns
 from extensions.ext_database import db
 from services.account_service import TenantService
@@ -138,6 +139,13 @@ class FilePreviewApi(Resource):
             response.headers["Content-Disposition"] = f"attachment; filename*=UTF-8''{encoded_filename}"
             response.headers["Content-Type"] = "application/octet-stream"
 
+        enforce_download_for_html(
+            response,
+            mime_type=upload_file.mime_type,
+            filename=upload_file.name,
+            extension=upload_file.extension,
+        )
+
         return response
 
 

api/controllers/files/tool_files.py

@@ -6,6 +6,7 @@ from pydantic import BaseModel, Field
 from werkzeug.exceptions import Forbidden, NotFound
 
 from controllers.common.errors import UnsupportedFileTypeError
+from controllers.common.file_response import enforce_download_for_html
 from controllers.files import files_ns
 from core.tools.signature import verify_tool_file_signature
 from core.tools.tool_file_manager import ToolFileManager
@@ -78,4 +79,11 @@ class ToolFileApi(Resource):
             encoded_filename = quote(tool_file.name)
             response.headers["Content-Disposition"] = f"attachment; filename*=UTF-8''{encoded_filename}"
 
+        enforce_download_for_html(
+            response,
+            mime_type=tool_file.mimetype,
+            filename=tool_file.name,
+            extension=extension,
+        )
+
         return response

api/controllers/files/upload.py

@@ -4,18 +4,18 @@ from flask import request
 from flask_restx import Resource
 from flask_restx.api import HTTPStatus
 from pydantic import BaseModel, Field
-from werkzeug.datastructures import FileStorage
 from werkzeug.exceptions import Forbidden
 
 import services
 from core.file.helpers import verify_plugin_file_signature
 from core.tools.tool_file_manager import ToolFileManager
-from fields.file_fields import build_file_model
+from fields.file_fields import FileResponse
 
 from ..common.errors import (
     FileTooLargeError,
     UnsupportedFileTypeError,
 )
+from ..common.schema import register_schema_models
 from ..console.wraps import setup_required
 from ..files import files_ns
 from ..inner_api.plugin.wraps import get_user
@@ -35,6 +35,8 @@ files_ns.schema_model(
     PluginUploadQuery.__name__, PluginUploadQuery.model_json_schema(ref_template=DEFAULT_REF_TEMPLATE_SWAGGER_2_0)
 )
 
+register_schema_models(files_ns, FileResponse)
+
 
 @files_ns.route("/upload/for-plugin")
 class PluginUploadFileApi(Resource):
@@ -51,7 +53,7 @@ class PluginUploadFileApi(Resource):
             415: "Unsupported file type",
         }
     )
-    @files_ns.marshal_with(build_file_model(files_ns), code=HTTPStatus.CREATED)
+    @files_ns.response(HTTPStatus.CREATED, "File uploaded", files_ns.models[FileResponse.__name__])
     def post(self):
         """Upload a file for plugin usage.
 
@@ -69,7 +71,7 @@ class PluginUploadFileApi(Resource):
         """
         args = PluginUploadQuery.model_validate(request.args.to_dict(flat=True))  # type: ignore
 
-        file: FileStorage | None = request.files.get("file")
+        file = request.files.get("file")
         if file is None:
             raise Forbidden("File is required.")
 
@@ -80,8 +82,8 @@ class PluginUploadFileApi(Resource):
         user_id = args.user_id
         user = get_user(tenant_id, user_id)
 
-        filename: str | None = file.filename
-        mimetype: str | None = file.mimetype
+        filename = file.filename
+        mimetype = file.mimetype
 
         if not filename or not mimetype:
             raise Forbidden("Invalid request.")
@@ -111,22 +113,22 @@ class PluginUploadFileApi(Resource):
             preview_url = ToolFileManager.sign_file(tool_file_id=tool_file.id, extension=extension)
 
             # Create a dictionary with all the necessary attributes
-            result = {
-                "id": tool_file.id,
-                "user_id": tool_file.user_id,
-                "tenant_id": tool_file.tenant_id,
-                "conversation_id": tool_file.conversation_id,
-                "file_key": tool_file.file_key,
-                "mimetype": tool_file.mimetype,
-                "original_url": tool_file.original_url,
-                "name": tool_file.name,
-                "size": tool_file.size,
-                "mime_type": mimetype,
-                "extension": extension,
-                "preview_url": preview_url,
-            }
+            result = FileResponse(
+                id=tool_file.id,
+                name=tool_file.name,
+                size=tool_file.size,
+                extension=extension,
+                mime_type=mimetype,
+                preview_url=preview_url,
+                source_url=tool_file.original_url,
+                original_url=tool_file.original_url,
+                user_id=tool_file.user_id,
+                tenant_id=tool_file.tenant_id,
+                conversation_id=tool_file.conversation_id,
+                file_key=tool_file.file_key,
+            )
 
-            return result, 201
+            return result.model_dump(mode="json"), 201
         except services.errors.file.FileTooLargeError as file_too_large_error:
             raise FileTooLargeError(file_too_large_error.description)
         except services.errors.file.UnsupportedFileTypeError:

api/controllers/service_api/app/annotation.py

@@ -1,7 +1,7 @@
 from typing import Literal
 
 from flask import request
-from flask_restx import Api, Namespace, Resource, fields
+from flask_restx import Namespace, Resource, fields
 from flask_restx.api import HTTPStatus
 from pydantic import BaseModel, Field
 
@@ -92,7 +92,7 @@ annotation_list_fields = {
 }
 
 
-def build_annotation_list_model(api_or_ns: Api | Namespace):
+def build_annotation_list_model(api_or_ns: Namespace):
     """Build the annotation list model for the API or Namespace."""
     copied_annotation_list_fields = annotation_list_fields.copy()
     copied_annotation_list_fields["data"] = fields.List(fields.Nested(build_annotation_model(api_or_ns)))

api/controllers/service_api/app/app.py

@@ -1,6 +1,6 @@
 from flask_restx import Resource
 
-from controllers.common.fields import build_parameters_model
+from controllers.common.fields import Parameters
 from controllers.service_api import service_api_ns
 from controllers.service_api.app.error import AppUnavailableError
 from controllers.service_api.wraps import validate_app_token
@@ -23,7 +23,6 @@ class AppParameterApi(Resource):
         }
     )
     @validate_app_token
-    @service_api_ns.marshal_with(build_parameters_model(service_api_ns))
     def get(self, app_model: App):
         """Retrieve app parameters.
 
@@ -45,7 +44,8 @@ class AppParameterApi(Resource):
 
             user_input_form = features_dict.get("user_input_form", [])
 
-        return get_parameters_from_feature_dict(features_dict=features_dict, user_input_form=user_input_form)
+        parameters = get_parameters_from_feature_dict(features_dict=features_dict, user_input_form=user_input_form)
+        return Parameters.model_validate(parameters).model_dump(mode="json")
 
 
 @service_api_ns.route("/meta")

api/controllers/service_api/app/conversation.py

@@ -3,8 +3,7 @@ from uuid import UUID
 
 from flask import request
 from flask_restx import Resource
-from flask_restx._http import HTTPStatus
-from pydantic import BaseModel, Field, model_validator
+from pydantic import BaseModel, Field, TypeAdapter, field_validator, model_validator
 from sqlalchemy.orm import Session
 from werkzeug.exceptions import BadRequest, NotFound
 
@@ -16,9 +15,9 @@ from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate
 from core.app.entities.app_invoke_entities import InvokeFrom
 from extensions.ext_database import db
 from fields.conversation_fields import (
-    build_conversation_delete_model,
-    build_conversation_infinite_scroll_pagination_model,
-    build_simple_conversation_model,
+    ConversationDelete,
+    ConversationInfiniteScrollPagination,
+    SimpleConversation,
 )
 from fields.conversation_variable_fields import (
     build_conversation_variable_infinite_scroll_pagination_model,
@@ -51,6 +50,32 @@ class ConversationRenamePayload(BaseModel):
 class ConversationVariablesQuery(BaseModel):
     last_id: UUID | None = Field(default=None, description="Last variable ID for pagination")
     limit: int = Field(default=20, ge=1, le=100, description="Number of variables to return")
+    variable_name: str | None = Field(
+        default=None, description="Filter variables by name", min_length=1, max_length=255
+    )
+
+    @field_validator("variable_name", mode="before")
+    @classmethod
+    def validate_variable_name(cls, v: str | None) -> str | None:
+        """
+        Validate variable_name to prevent injection attacks.
+        """
+        if v is None:
+            return v
+
+        # Only allow safe characters: alphanumeric, underscore, hyphen, period
+        if not v.replace("-", "").replace("_", "").replace(".", "").isalnum():
+            raise ValueError(
+                "Variable name can only contain letters, numbers, hyphens (-), underscores (_), and periods (.)"
+            )
+
+        # Prevent SQL injection patterns
+        dangerous_patterns = ["'", '"', ";", "--", "/*", "*/", "xp_", "sp_"]
+        for pattern in dangerous_patterns:
+            if pattern in v.lower():
+                raise ValueError(f"Variable name contains invalid characters: {pattern}")
+
+        return v
 
 
 class ConversationVariableUpdatePayload(BaseModel):
@@ -79,7 +104,6 @@ class ConversationApi(Resource):
         }
     )
     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY))
-    @service_api_ns.marshal_with(build_conversation_infinite_scroll_pagination_model(service_api_ns))
     def get(self, app_model: App, end_user: EndUser):
         """List all conversations for the current user.
 
@@ -94,7 +118,7 @@ class ConversationApi(Resource):
 
         try:
             with Session(db.engine) as session:
-                return ConversationService.pagination_by_last_id(
+                pagination = ConversationService.pagination_by_last_id(
                     session=session,
                     app_model=app_model,
                     user=end_user,
@@ -103,6 +127,13 @@ class ConversationApi(Resource):
                     invoke_from=InvokeFrom.SERVICE_API,
                     sort_by=query_args.sort_by,
                 )
+                adapter = TypeAdapter(SimpleConversation)
+                conversations = [adapter.validate_python(item, from_attributes=True) for item in pagination.data]
+                return ConversationInfiniteScrollPagination(
+                    limit=pagination.limit,
+                    has_more=pagination.has_more,
+                    data=conversations,
+                ).model_dump(mode="json")
         except services.errors.conversation.LastConversationNotExistsError:
             raise NotFound("Last Conversation Not Exists.")
 
@@ -120,7 +151,6 @@ class ConversationDetailApi(Resource):
         }
     )
     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON))
-    @service_api_ns.marshal_with(build_conversation_delete_model(service_api_ns), code=HTTPStatus.NO_CONTENT)
     def delete(self, app_model: App, end_user: EndUser, c_id):
         """Delete a specific conversation."""
         app_mode = AppMode.value_of(app_model.mode)
@@ -133,7 +163,7 @@ class ConversationDetailApi(Resource):
             ConversationService.delete(app_model, conversation_id, end_user)
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
-        return {"result": "success"}, 204
+        return ConversationDelete(result="success").model_dump(mode="json"), 204
 
 
 @service_api_ns.route("/conversations/<uuid:c_id>/name")
@@ -150,7 +180,6 @@ class ConversationRenameApi(Resource):
         }
     )
     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.JSON))
-    @service_api_ns.marshal_with(build_simple_conversation_model(service_api_ns))
     def post(self, app_model: App, end_user: EndUser, c_id):
         """Rename a conversation or auto-generate a name."""
         app_mode = AppMode.value_of(app_model.mode)
@@ -162,7 +191,14 @@ class ConversationRenameApi(Resource):
         payload = ConversationRenamePayload.model_validate(service_api_ns.payload or {})
 
         try:
-            return ConversationService.rename(app_model, conversation_id, end_user, payload.name, payload.auto_generate)
+            conversation = ConversationService.rename(
+                app_model, conversation_id, end_user, payload.name, payload.auto_generate
+            )
+            return (
+                TypeAdapter(SimpleConversation)
+                .validate_python(conversation, from_attributes=True)
+                .model_dump(mode="json")
+            )
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
 
@@ -199,7 +235,7 @@ class ConversationVariablesApi(Resource):
 
         try:
             return ConversationService.get_conversational_variable(
-                app_model, conversation_id, end_user, query_args.limit, last_id
+                app_model, conversation_id, end_user, query_args.limit, last_id, query_args.variable_name
             )
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")

api/controllers/service_api/app/file.py

@@ -10,13 +10,16 @@ from controllers.common.errors import (
     TooManyFilesError,
     UnsupportedFileTypeError,
 )
+from controllers.common.schema import register_schema_models
 from controllers.service_api import service_api_ns
 from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
 from extensions.ext_database import db
-from fields.file_fields import build_file_model
+from fields.file_fields import FileResponse
 from models import App, EndUser
 from services.file_service import FileService
 
+register_schema_models(service_api_ns, FileResponse)
+
 
 @service_api_ns.route("/files/upload")
 class FileApi(Resource):
@@ -31,8 +34,8 @@ class FileApi(Resource):
             415: "Unsupported file type",
         }
     )
-    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.FORM))
-    @service_api_ns.marshal_with(build_file_model(service_api_ns), code=HTTPStatus.CREATED)
+    @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.FORM))  # type: ignore
+    @service_api_ns.response(HTTPStatus.CREATED, "File uploaded", service_api_ns.models[FileResponse.__name__])
     def post(self, app_model: App, end_user: EndUser):
         """Upload a file for use in conversations.
 
@@ -64,4 +67,5 @@ class FileApi(Resource):
         except services.errors.file.UnsupportedFileTypeError:
             raise UnsupportedFileTypeError()
 
-        return upload_file, 201
+        response = FileResponse.model_validate(upload_file, from_attributes=True)
+        return response.model_dump(mode="json"), 201

api/controllers/service_api/app/file_preview.py

@@ -5,6 +5,7 @@ from flask import Response, request
 from flask_restx import Resource
 from pydantic import BaseModel, Field
 
+from controllers.common.file_response import enforce_download_for_html
 from controllers.common.schema import register_schema_model
 from controllers.service_api import service_api_ns
 from controllers.service_api.app.error import (
@@ -183,6 +184,13 @@ class FilePreviewApi(Resource):
             # Override content-type for downloads to force download
             response.headers["Content-Type"] = "application/octet-stream"
 
+        enforce_download_for_html(
+            response,
+            mime_type=upload_file.mime_type,
+            filename=upload_file.name,
+            extension=upload_file.extension,
+        )
+
         # Add caching headers for performance
         response.headers["Cache-Control"] = "public, max-age=3600"  # Cache for 1 hour
 

api/controllers/service_api/app/message.py

@@ -1,11 +1,10 @@
-import json
 import logging
 from typing import Literal
 from uuid import UUID
 
 from flask import request
-from flask_restx import Namespace, Resource, fields
-from pydantic import BaseModel, Field
+from flask_restx import Resource
+from pydantic import BaseModel, Field, TypeAdapter
 from werkzeug.exceptions import BadRequest, InternalServerError, NotFound
 
 import services
@@ -14,10 +13,8 @@ from controllers.service_api import service_api_ns
 from controllers.service_api.app.error import NotChatAppError
 from controllers.service_api.wraps import FetchUserArg, WhereisUserArg, validate_app_token
 from core.app.entities.app_invoke_entities import InvokeFrom
-from fields.conversation_fields import build_message_file_model
-from fields.message_fields import build_agent_thought_model, build_feedback_model
-from fields.raws import FilesContainedField
-from libs.helper import TimestampField
+from fields.conversation_fields import ResultResponse
+from fields.message_fields import MessageInfiniteScrollPagination, MessageListItem
 from models.model import App, AppMode, EndUser
 from services.errors.message import (
     FirstMessageNotExistsError,
@@ -48,49 +45,6 @@ class FeedbackListQuery(BaseModel):
 register_schema_models(service_api_ns, MessageListQuery, MessageFeedbackPayload, FeedbackListQuery)
 
 
-def build_message_model(api_or_ns: Namespace):
-    """Build the message model for the API or Namespace."""
-    # First build the nested models
-    feedback_model = build_feedback_model(api_or_ns)
-    agent_thought_model = build_agent_thought_model(api_or_ns)
-    message_file_model = build_message_file_model(api_or_ns)
-
-    # Then build the message fields with nested models
-    message_fields = {
-        "id": fields.String,
-        "conversation_id": fields.String,
-        "parent_message_id": fields.String,
-        "inputs": FilesContainedField,
-        "query": fields.String,
-        "answer": fields.String(attribute="re_sign_file_url_answer"),
-        "message_files": fields.List(fields.Nested(message_file_model)),
-        "feedback": fields.Nested(feedback_model, attribute="user_feedback", allow_null=True),
-        "retriever_resources": fields.Raw(
-            attribute=lambda obj: json.loads(obj.message_metadata).get("retriever_resources", [])
-            if obj.message_metadata
-            else []
-        ),
-        "created_at": TimestampField,
-        "agent_thoughts": fields.List(fields.Nested(agent_thought_model)),
-        "status": fields.String,
-        "error": fields.String,
-    }
-    return api_or_ns.model("Message", message_fields)
-
-
-def build_message_infinite_scroll_pagination_model(api_or_ns: Namespace):
-    """Build the message infinite scroll pagination model for the API or Namespace."""
-    # Build the nested message model first
-    message_model = build_message_model(api_or_ns)
-
-    message_infinite_scroll_pagination_fields = {
-        "limit": fields.Integer,
-        "has_more": fields.Boolean,
-        "data": fields.List(fields.Nested(message_model)),
-    }
-    return api_or_ns.model("MessageInfiniteScrollPagination", message_infinite_scroll_pagination_fields)
-
-
 @service_api_ns.route("/messages")
 class MessageListApi(Resource):
     @service_api_ns.expect(service_api_ns.models[MessageListQuery.__name__])
@@ -104,7 +58,6 @@ class MessageListApi(Resource):
         }
     )
     @validate_app_token(fetch_user_arg=FetchUserArg(fetch_from=WhereisUserArg.QUERY))
-    @service_api_ns.marshal_with(build_message_infinite_scroll_pagination_model(service_api_ns))
     def get(self, app_model: App, end_user: EndUser):
         """List messages in a conversation.
 
@@ -119,9 +72,16 @@ class MessageListApi(Resource):
         first_id = str(query_args.first_id) if query_args.first_id else None
 
         try:
-            return MessageService.pagination_by_first_id(
+            pagination = MessageService.pagination_by_first_id(
                 app_model, end_user, conversation_id, first_id, query_args.limit
             )
+            adapter = TypeAdapter(MessageListItem)
+            items = [adapter.validate_python(message, from_attributes=True) for message in pagination.data]
+            return MessageInfiniteScrollPagination(
+                limit=pagination.limit,
+                has_more=pagination.has_more,
+                data=items,
+            ).model_dump(mode="json")
         except services.errors.conversation.ConversationNotExistsError:
             raise NotFound("Conversation Not Exists.")
         except FirstMessageNotExistsError:
@@ -162,7 +122,7 @@ class MessageFeedbackApi(Resource):
         except MessageNotExistsError:
             raise NotFound("Message Not Exists.")
 
-        return {"result": "success"}
+        return ResultResponse(result="success").model_dump(mode="json")
 
 
 @service_api_ns.route("/app/feedbacks")

api/controllers/service_api/app/site.py

@@ -1,7 +1,7 @@
 from flask_restx import Resource
 from werkzeug.exceptions import Forbidden
 
-from controllers.common.fields import build_site_model
+from controllers.common.fields import Site as SiteResponse
 from controllers.service_api import service_api_ns
 from controllers.service_api.wraps import validate_app_token
 from extensions.ext_database import db
@@ -23,7 +23,6 @@ class AppSiteApi(Resource):
         }
     )
     @validate_app_token
-    @service_api_ns.marshal_with(build_site_model(service_api_ns))
     def get(self, app_model: App):
         """Retrieve app site info.
 
@@ -38,4 +37,4 @@ class AppSiteApi(Resource):
         if app_model.tenant.status == TenantStatus.ARCHIVE:
             raise Forbidden()
 
-        return site
+        return SiteResponse.model_validate(site).model_dump(mode="json")