diff --git a/.gitignore b/.gitignore
index ed8a1895..02864245 100644
--- a/.gitignore
+++ b/.gitignore
@@ -353,3 +353,4 @@ interested_rates.txt
 MaiBot.code-workspace
 *.lock
 actionlint
+.sisyphus/
\ No newline at end of file
diff --git a/dashboard/package.json b/dashboard/package.json
index bf98b1e5..e57cd1bf 100644
--- a/dashboard/package.json
+++ b/dashboard/package.json
@@ -8,7 +8,9 @@
     "build": "tsc -b && vite build",
     "lint": "eslint .",
     "preview": "vite preview",
-    "format": "prettier --write \"src/**/*.{ts,tsx,css}\""
+    "format": "prettier --write \"src/**/*.{ts,tsx,css}\"",
+    "test": "vitest",
+    "test:ui": "vitest --ui"
   },
   "dependencies": {
     "@codemirror/lang-javascript": "^6.2.4",
@@ -75,21 +77,27 @@
   },
   "devDependencies": {
     "@eslint/js": "^9.39.1",
+    "@testing-library/jest-dom": "^6.9.1",
+    "@testing-library/react": "^16.3.2",
+    "@testing-library/user-event": "^14.6.1",
     "@types/node": "^24.10.2",
     "@types/react": "^19.2.7",
     "@types/react-dom": "^19.2.3",
     "@vitejs/plugin-react": "^5.1.2",
+    "@vitest/ui": "^4.0.18",
     "autoprefixer": "^10.4.22",
     "eslint": "^9.39.1",
     "eslint-plugin-react-hooks": "^7.0.1",
     "eslint-plugin-react-refresh": "^0.4.24",
     "globals": "^16.5.0",
+    "jsdom": "^28.1.0",
     "postcss": "^8.5.6",
     "prettier": "^3.7.4",
     "prettier-plugin-tailwindcss": "^0.7.2",
     "tailwindcss": "^3",
     "typescript": "~5.9.3",
     "typescript-eslint": "^8.49.0",
-    "vite": "^7.2.7"
+    "vite": "^7.2.7",
+    "vitest": "^4.0.18"
   }
 }
diff --git a/dashboard/src/components/dynamic-form/DynamicConfigForm.tsx b/dashboard/src/components/dynamic-form/DynamicConfigForm.tsx
new file mode 100644
index 00000000..cd04b78f
--- /dev/null
+++ b/dashboard/src/components/dynamic-form/DynamicConfigForm.tsx
@@ -0,0 +1,114 @@
+import * as React from 'react'
+
+import type { ConfigSchema, FieldSchema } from '@/types/config-schema'
+import { fieldHooks, type FieldHookRegistry } from '@/lib/field-hooks'
+
+import { DynamicField } from './DynamicField'
+
+export interface DynamicConfigFormProps {
+  schema: ConfigSchema
+  values: Record<string, unknown>
+  onChange: (field: string, value: unknown) => void
+  hooks?: FieldHookRegistry
+}
+
+/**
+ * DynamicConfigForm - 动态配置表单组件
+ * 
+ * 根据 ConfigSchema 渲染表单字段，支持：
+ * 1. Hook 系统：通过 FieldHookRegistry 自定义字段渲染
+ *    - replace 模式：完全替换默认渲染
+ *    - wrapper 模式：包装默认渲染（通过 children 传递）
+ * 2. 嵌套 schema：递归渲染 schema.nested 中的子配置
+ * 3. 默认渲染：使用 DynamicField 组件
+ */
+export const DynamicConfigForm: React.FC<DynamicConfigFormProps> = ({
+  schema,
+  values,
+  onChange,
+  hooks = fieldHooks, // 默认使用全局单例
+}) => {
+  /**
+   * 渲染单个字段
+   * 检查是否有注册的 Hook，根据 Hook 类型选择渲染方式
+   */
+  const renderField = (field: FieldSchema) => {
+    const fieldPath = field.name
+
+    // 检查是否有注册的 Hook
+    if (hooks.has(fieldPath)) {
+      const hookEntry = hooks.get(fieldPath)
+      if (!hookEntry) return null // Type guard（理论上不会发生）
+
+      const HookComponent = hookEntry.component
+
+      if (hookEntry.type === 'replace') {
+        // replace 模式：完全替换默认渲染
+        return (
+          <HookComponent
+            fieldPath={fieldPath}
+            value={values[field.name]}
+            onChange={(v) => onChange(field.name, v)}
+          />
+        )
+      } else {
+        // wrapper 模式：包装默认渲染
+        return (
+          <HookComponent
+            fieldPath={fieldPath}
+            value={values[field.name]}
+            onChange={(v) => onChange(field.name, v)}
+          >
+            <DynamicField
+              schema={field}
+              value={values[field.name]}
+              onChange={(v) => onChange(field.name, v)}
+              fieldPath={fieldPath}
+            />
+          </HookComponent>
+        )
+      }
+    }
+
+    // 无 Hook，使用默认渲染
+    return (
+      <DynamicField
+        schema={field}
+        value={values[field.name]}
+        onChange={(v) => onChange(field.name, v)}
+        fieldPath={fieldPath}
+      />
+    )
+  }
+
+  return (
+    <div className="space-y-4">
+      {/* 渲染顶层字段 */}
+      {schema.fields.map((field) => (
+        <div key={field.name}>{renderField(field)}</div>
+      ))}
+
+      {/* 渲染嵌套 schema */}
+      {schema.nested &&
+        Object.entries(schema.nested).map(([key, nestedSchema]) => (
+          <div key={key} className="mt-6 space-y-4">
+            {/* 嵌套 schema 标题 */}
+            <div className="border-b pb-2">
+              <h3 className="text-lg font-semibold">{nestedSchema.className}</h3>
+              {nestedSchema.classDoc && (
+                <p className="text-sm text-muted-foreground">{nestedSchema.classDoc}</p>
+              )}
+            </div>
+
+            {/* 递归渲染嵌套表单 */}
+            <DynamicConfigForm
+              schema={nestedSchema}
+              values={(values[key] as Record<string, unknown>) || {}}
+              onChange={(field, value) => onChange(`${key}.${field}`, value)}
+              hooks={hooks}
+            />
+          </div>
+        ))}
+    </div>
+  )
+}
diff --git a/dashboard/src/components/dynamic-form/DynamicField.tsx b/dashboard/src/components/dynamic-form/DynamicField.tsx
new file mode 100644
index 00000000..de9d550c
--- /dev/null
+++ b/dashboard/src/components/dynamic-form/DynamicField.tsx
@@ -0,0 +1,246 @@
+import * as React from "react"
+import * as LucideIcons from "lucide-react"
+
+import { Input } from "@/components/ui/input"
+import { Label } from "@/components/ui/label"
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
+import { Slider } from "@/components/ui/slider"
+import { Switch } from "@/components/ui/switch"
+import { Textarea } from "@/components/ui/textarea"
+import type { FieldSchema } from "@/types/config-schema"
+
+export interface DynamicFieldProps {
+  schema: FieldSchema
+  value: unknown
+  onChange: (value: unknown) => void
+  // eslint-disable-next-line @typescript-eslint/no-unused-vars
+  fieldPath?: string // 用于 Hook 系统（未来使用）
+}
+
+/**
+ * DynamicField - 根据字段类型和 x-widget 渲染对应的 shadcn/ui 组件
+ * 
+ * 渲染逻辑：
+ * 1. x-widget 优先：如果 schema 有 x-widget，使用对应组件
+ * 2. type 回退：如果没有 x-widget，根据 type 选择默认组件
+ */
+export const DynamicField: React.FC<DynamicFieldProps> = ({
+  schema,
+  value,
+  onChange,
+}) => {
+  /**
+   * 渲染字段图标
+   */
+  const renderIcon = () => {
+    if (!schema['x-icon']) return null
+    
+    const IconComponent = (LucideIcons as any)[schema['x-icon']]
+    if (!IconComponent) return null
+    
+    return <IconComponent className="h-4 w-4" />
+  }
+
+  /**
+   * 根据 x-widget 或 type 选择并渲染对应的输入组件
+   */
+  const renderInputComponent = () => {
+    const widget = schema['x-widget']
+    const type = schema.type
+
+    // x-widget 优先
+    if (widget) {
+      switch (widget) {
+        case 'slider':
+          return renderSlider()
+        case 'switch':
+          return renderSwitch()
+        case 'textarea':
+          return renderTextarea()
+        case 'select':
+          return renderSelect()
+        case 'custom':
+          return (
+            <div className="rounded-md border border-dashed border-muted-foreground/25 bg-muted/10 p-4 text-center text-sm text-muted-foreground">
+              Custom field requires Hook
+            </div>
+          )
+        default:
+          // 未知的 x-widget，回退到 type
+          break
+      }
+    }
+
+    // type 回退
+    switch (type) {
+      case 'boolean':
+        return renderSwitch()
+      case 'number':
+      case 'integer':
+        return renderNumberInput()
+      case 'string':
+        return renderTextInput()
+      case 'select':
+        return renderSelect()
+      case 'array':
+        return (
+          <div className="rounded-md border border-dashed border-muted-foreground/25 bg-muted/10 p-4 text-center text-sm text-muted-foreground">
+            Array fields not yet supported
+          </div>
+        )
+      case 'object':
+        return (
+          <div className="rounded-md border border-dashed border-muted-foreground/25 bg-muted/10 p-4 text-center text-sm text-muted-foreground">
+            Object fields not yet supported
+          </div>
+        )
+      case 'textarea':
+        return renderTextarea()
+      default:
+        return (
+          <div className="rounded-md border border-dashed border-muted-foreground/25 bg-muted/10 p-4 text-center text-sm text-muted-foreground">
+            Unknown field type: {type}
+          </div>
+        )
+    }
+  }
+
+  /**
+   * 渲染 Switch 组件（用于 boolean 类型）
+   */
+  const renderSwitch = () => {
+    const checked = Boolean(value)
+    return (
+      <Switch
+        checked={checked}
+        onCheckedChange={(checked) => onChange(checked)}
+      />
+    )
+  }
+
+  /**
+   * 渲染 Slider 组件（用于 number 类型 + x-widget: slider）
+   */
+  const renderSlider = () => {
+    const numValue = typeof value === 'number' ? value : (schema.default as number ?? 0)
+    const min = schema.minValue ?? 0
+    const max = schema.maxValue ?? 100
+    const step = schema.step ?? 1
+
+    return (
+      <div className="space-y-2">
+        <Slider
+          value={[numValue]}
+          onValueChange={(values) => onChange(values[0])}
+          min={min}
+          max={max}
+          step={step}
+        />
+        <div className="flex justify-between text-xs text-muted-foreground">
+          <span>{min}</span>
+          <span className="font-medium text-foreground">{numValue}</span>
+          <span>{max}</span>
+        </div>
+      </div>
+    )
+  }
+
+  /**
+   * 渲染 Input[type="number"] 组件（用于 number/integer 类型）
+   */
+  const renderNumberInput = () => {
+    const numValue = typeof value === 'number' ? value : (schema.default as number ?? 0)
+    const min = schema.minValue
+    const max = schema.maxValue
+    const step = schema.step ?? (schema.type === 'integer' ? 1 : 0.1)
+
+    return (
+      <Input
+        type="number"
+        value={numValue}
+        onChange={(e) => onChange(parseFloat(e.target.value) || 0)}
+        min={min}
+        max={max}
+        step={step}
+      />
+    )
+  }
+
+  /**
+   * 渲染 Input[type="text"] 组件（用于 string 类型）
+   */
+  const renderTextInput = () => {
+    const strValue = typeof value === 'string' ? value : (schema.default as string ?? '')
+    return (
+      <Input
+        type="text"
+        value={strValue}
+        onChange={(e) => onChange(e.target.value)}
+      />
+    )
+  }
+
+  /**
+   * 渲染 Textarea 组件（用于 textarea 类型或 x-widget: textarea）
+   */
+  const renderTextarea = () => {
+    const strValue = typeof value === 'string' ? value : (schema.default as string ?? '')
+    return (
+      <Textarea
+        value={strValue}
+        onChange={(e) => onChange(e.target.value)}
+        rows={4}
+      />
+    )
+  }
+
+  /**
+   * 渲染 Select 组件（用于 select 类型或 x-widget: select）
+   */
+  const renderSelect = () => {
+    const strValue = typeof value === 'string' ? value : (schema.default as string ?? '')
+    const options = schema.options ?? []
+
+    if (options.length === 0) {
+      return (
+        <div className="rounded-md border border-dashed border-muted-foreground/25 bg-muted/10 p-4 text-center text-sm text-muted-foreground">
+          No options available for select
+        </div>
+      )
+    }
+
+    return (
+      <Select value={strValue} onValueChange={(val) => onChange(val)}>
+        <SelectTrigger>
+          <SelectValue placeholder={`Select ${schema.label}`} />
+        </SelectTrigger>
+        <SelectContent>
+          {options.map((option) => (
+            <SelectItem key={option} value={option}>
+              {option}
+            </SelectItem>
+          ))}
+        </SelectContent>
+      </Select>
+    )
+  }
+
+  return (
+    <div className="space-y-2">
+      {/* Label with icon */}
+      <Label className="text-sm font-medium flex items-center gap-2">
+        {renderIcon()}
+        {schema.label}
+        {schema.required && <span className="text-destructive">*</span>}
+      </Label>
+
+      {/* Input component */}
+      {renderInputComponent()}
+
+      {/* Description */}
+      {schema.description && (
+        <p className="text-sm text-muted-foreground">{schema.description}</p>
+      )}
+    </div>
+  )
+}
diff --git a/dashboard/src/components/dynamic-form/README.md b/dashboard/src/components/dynamic-form/README.md
new file mode 100644
index 00000000..3810e3d2
--- /dev/null
+++ b/dashboard/src/components/dynamic-form/README.md
@@ -0,0 +1,126 @@
+# Dynamic Config Form System
+
+## Overview
+The Dynamic Config Form system is a schema-driven UI component designed to automatically generate configuration forms based on backend Pydantic models. It supports rich metadata for UI customization and a flexible Hook system for complex fields.
+
+### Core Components
+- **DynamicConfigForm**: The main component that takes a `ConfigSchema` and renders the entire form.
+- **DynamicField**: A lower-level component that renders individual fields based on their type and UI metadata.
+- **FieldHookRegistry**: A registry for custom React components that can replace or wrap default field rendering.
+
+## Quick Start
+To use the dynamic form in your page:
+
+```typescript
+import { DynamicConfigForm } from '@/components/dynamic-form'
+import { fieldHooks } from '@/lib/field-hooks'
+
+// Example usage in a component
+export function ConfigPage() {
+  const [config, setConfig] = useState({})
+  const schema = useConfigSchema() // Fetch from API
+
+  const handleChange = (fieldPath: string, value: unknown) => {
+    // fieldPath can be nested, e.g., 'section.subfield'
+    updateConfigAt(fieldPath, value)
+  }
+
+  return (
+    <DynamicConfigForm
+      schema={schema}
+      values={config}
+      onChange={handleChange}
+      hooks={fieldHooks}
+    />
+  )
+}
+```
+
+## Adding UI Metadata (Backend)
+You can customize how fields are rendered by adding `json_schema_extra` to your Pydantic `Field` definitions.
+
+### Supported Metadata
+- `x-widget`: Specifies the UI component to use.
+  - `slider`: A range slider (requires `ge`, `le`, and `step`).
+  - `switch`: A toggle switch (for booleans).
+  - `textarea`: A multi-line text input.
+  - `select`: A dropdown menu (for `Literal` or enum types).
+  - `custom`: Indicates that this field requires a Hook for rendering.
+- `x-icon`: A Lucide icon name (e.g., `MessageSquare`, `Settings`).
+- `step`: Incremental step for sliders or number inputs.
+
+### Example
+```python
+class ChatConfig(ConfigBase):
+    talk_value: float = Field(
+        default=0.5,
+        ge=0.0,
+        le=1.0,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "MessageSquare",
+            "step": 0.1
+        }
+    )
+```
+
+## Creating Hook Components
+Hooks allow you to provide custom UI for complex configuration sections or fields.
+
+### FieldHookComponent Interface
+A Hook component receives the following props:
+- `fieldPath`: The full path to the field.
+- `value`: The current value of the field/section.
+- `onChange`: Callback to update the value.
+- `children`: (Only for `wrapper` hooks) The default field renderer.
+
+### Implementation Example
+```typescript
+import type { FieldHookComponent } from '@/lib/field-hooks'
+
+export const CustomSectionHook: FieldHookComponent = ({
+  fieldPath,
+  value,
+  onChange
+}) => {
+  return (
+    <div className="custom-section">
+      <h3>Custom UI</h3>
+      <input 
+        value={value.some_prop} 
+        onChange={(e) => onChange({ ...value, some_prop: e.target.value })}
+      />
+    </div>
+  )
+}
+```
+
+### Registering Hooks
+Register hooks in your component's lifecycle:
+```typescript
+useEffect(() => {
+  fieldHooks.register('chat', ChatSectionHook, 'replace')
+  return () => fieldHooks.unregister('chat')
+}, [])
+```
+
+## API Reference
+
+### DynamicConfigForm
+| Prop | Type | Description |
+|------|------|-------------|
+| `schema` | `ConfigSchema` | The schema generated by the backend. |
+| `values` | `Record<string, any>` | Current configuration values. |
+| `onChange` | `(field: string, value: any) => void` | Change handler. |
+| `hooks` | `FieldHookRegistry` | Optional custom hook registry. |
+
+### FieldHookRegistry
+- `register(path, component, type)`: Register a hook.
+- `get(path)`: Retrieve a registered hook.
+- `has(path)`: Check if a hook exists.
+- `unregister(path)`: Remove a hook.
+
+## Troubleshooting
+- **Hook not rendering**: Ensure the registration path matches the schema field name exactly (e.g., `chat` vs `Chat`).
+- **Field missing**: Check if the field is present in the `ConfigSchema` returned by the backend.
+- **TypeScript errors**: Ensure your Hook implements the `FieldHookComponent` type.
diff --git a/dashboard/src/components/dynamic-form/__tests__/DynamicConfigForm.test.tsx b/dashboard/src/components/dynamic-form/__tests__/DynamicConfigForm.test.tsx
new file mode 100644
index 00000000..e628a308
--- /dev/null
+++ b/dashboard/src/components/dynamic-form/__tests__/DynamicConfigForm.test.tsx
@@ -0,0 +1,362 @@
+import { describe, it, expect, vi } from 'vitest'
+import { render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+
+import { DynamicConfigForm } from '../DynamicConfigForm'
+import { FieldHookRegistry } from '@/lib/field-hooks'
+import type { ConfigSchema } from '@/types/config-schema'
+import type { FieldHookComponentProps } from '@/lib/field-hooks'
+
+describe('DynamicConfigForm', () => {
+  describe('basic rendering', () => {
+    it('renders simple fields', () => {
+      const schema: ConfigSchema = {
+        className: 'TestConfig',
+        classDoc: 'Test configuration',
+        fields: [
+          {
+            name: 'field1',
+            type: 'string',
+            label: 'Field 1',
+            description: 'First field',
+            required: false,
+            default: 'value1',
+          },
+          {
+            name: 'field2',
+            type: 'boolean',
+            label: 'Field 2',
+            description: 'Second field',
+            required: false,
+            default: false,
+          },
+        ],
+      }
+      const values = { field1: 'value1', field2: false }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} />)
+
+      expect(screen.getByText('Field 1')).toBeInTheDocument()
+      expect(screen.getByText('Field 2')).toBeInTheDocument()
+      expect(screen.getByText('First field')).toBeInTheDocument()
+      expect(screen.getByText('Second field')).toBeInTheDocument()
+    })
+
+    it('renders nested schema', () => {
+      const schema: ConfigSchema = {
+        className: 'MainConfig',
+        classDoc: 'Main configuration',
+        fields: [
+          {
+            name: 'top_field',
+            type: 'string',
+            label: 'Top Field',
+            description: 'Top level field',
+            required: false,
+          },
+        ],
+        nested: {
+          sub_config: {
+            className: 'SubConfig',
+            classDoc: 'Sub configuration',
+            fields: [
+              {
+                name: 'nested_field',
+                type: 'number',
+                label: 'Nested Field',
+                description: 'Nested field',
+                required: false,
+                default: 42,
+              },
+            ],
+          },
+        },
+      }
+      const values = {
+        top_field: 'top',
+        sub_config: {
+          nested_field: 42,
+        },
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} />)
+
+      expect(screen.getByText('Top Field')).toBeInTheDocument()
+      expect(screen.getByText('SubConfig')).toBeInTheDocument()
+      expect(screen.getByText('Sub configuration')).toBeInTheDocument()
+      expect(screen.getByText('Nested Field')).toBeInTheDocument()
+    })
+  })
+
+  describe('Hook system', () => {
+    it('renders Hook component in replace mode', () => {
+      const TestHookComponent: React.FC<FieldHookComponentProps> = ({ fieldPath, value }) => {
+        return <div data-testid="hook-component">Hook: {fieldPath} = {String(value)}</div>
+      }
+
+      const hooks = new FieldHookRegistry()
+      hooks.register('hooked_field', TestHookComponent, 'replace')
+
+      const schema: ConfigSchema = {
+        className: 'TestConfig',
+        classDoc: 'Test configuration',
+        fields: [
+          {
+            name: 'hooked_field',
+            type: 'string',
+            label: 'Hooked Field',
+            description: 'A field with hook',
+            required: false,
+          },
+          {
+            name: 'normal_field',
+            type: 'string',
+            label: 'Normal Field',
+            description: 'A normal field',
+            required: false,
+          },
+        ],
+      }
+      const values = { hooked_field: 'test', normal_field: 'normal' }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} hooks={hooks} />)
+
+      expect(screen.getByTestId('hook-component')).toBeInTheDocument()
+      expect(screen.getByText('Hook: hooked_field = test')).toBeInTheDocument()
+      expect(screen.queryByText('Hooked Field')).not.toBeInTheDocument()
+      expect(screen.getByText('Normal Field')).toBeInTheDocument()
+    })
+
+    it('renders Hook component in wrapper mode', () => {
+      const WrapperHookComponent: React.FC<FieldHookComponentProps> = ({ fieldPath, children }) => {
+        return (
+          <div data-testid="wrapper-hook">
+            <div>Wrapper for: {fieldPath}</div>
+            {children}
+          </div>
+        )
+      }
+
+      const hooks = new FieldHookRegistry()
+      hooks.register('wrapped_field', WrapperHookComponent, 'wrapper')
+
+      const schema: ConfigSchema = {
+        className: 'TestConfig',
+        classDoc: 'Test configuration',
+        fields: [
+          {
+            name: 'wrapped_field',
+            type: 'string',
+            label: 'Wrapped Field',
+            description: 'A wrapped field',
+            required: false,
+          },
+        ],
+      }
+      const values = { wrapped_field: 'test' }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} hooks={hooks} />)
+
+      expect(screen.getByTestId('wrapper-hook')).toBeInTheDocument()
+      expect(screen.getByText('Wrapper for: wrapped_field')).toBeInTheDocument()
+      expect(screen.getByText('Wrapped Field')).toBeInTheDocument()
+    })
+
+    it('passes correct props to Hook component', () => {
+      const TestHookComponent: React.FC<FieldHookComponentProps> = ({ fieldPath, value, onChange }) => {
+        return (
+          <div>
+            <div data-testid="field-path">{fieldPath}</div>
+            <div data-testid="field-value">{String(value)}</div>
+            <button onClick={() => onChange?.('new_value')}>Change</button>
+          </div>
+        )
+      }
+
+      const hooks = new FieldHookRegistry()
+      hooks.register('test_field', TestHookComponent, 'replace')
+
+      const schema: ConfigSchema = {
+        className: 'TestConfig',
+        classDoc: 'Test configuration',
+        fields: [
+          {
+            name: 'test_field',
+            type: 'string',
+            label: 'Test Field',
+            description: 'A test field',
+            required: false,
+          },
+        ],
+      }
+      const values = { test_field: 'original' }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} hooks={hooks} />)
+
+      expect(screen.getByTestId('field-path')).toHaveTextContent('test_field')
+      expect(screen.getByTestId('field-value')).toHaveTextContent('original')
+    })
+  })
+
+  describe('onChange propagation', () => {
+    it('propagates onChange from simple field', async () => {
+      const schema: ConfigSchema = {
+        className: 'TestConfig',
+        classDoc: 'Test configuration',
+        fields: [
+          {
+            name: 'test_field',
+            type: 'string',
+            label: 'Test Field',
+            description: 'A test field',
+            required: false,
+          },
+        ],
+      }
+      const values = { test_field: '' }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} />)
+
+      const input = screen.getByRole('textbox')
+      input.focus()
+      await userEvent.keyboard('Hello')
+
+      expect(onChange).toHaveBeenCalledTimes(5)
+      expect(onChange.mock.calls.every(call => call[0] === 'test_field')).toBe(true)
+      expect(onChange).toHaveBeenNthCalledWith(1, 'test_field', 'H')
+      expect(onChange).toHaveBeenNthCalledWith(5, 'test_field', 'o')
+    })
+
+    it('propagates onChange from nested field with correct path', async () => {
+      const schema: ConfigSchema = {
+        className: 'MainConfig',
+        classDoc: 'Main configuration',
+        fields: [],
+        nested: {
+          sub_config: {
+            className: 'SubConfig',
+            classDoc: 'Sub configuration',
+            fields: [
+              {
+                name: 'nested_field',
+                type: 'string',
+                label: 'Nested Field',
+                description: 'Nested field',
+                required: false,
+              },
+            ],
+          },
+        },
+      }
+      const values = {
+        sub_config: {
+          nested_field: '',
+        },
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} />)
+
+      const input = screen.getByRole('textbox')
+      input.focus()
+      await userEvent.keyboard('Test')
+
+      expect(onChange).toHaveBeenCalledTimes(4)
+      expect(onChange.mock.calls.every(call => call[0] === 'sub_config.nested_field')).toBe(true)
+      expect(onChange).toHaveBeenNthCalledWith(1, 'sub_config.nested_field', 'T')
+      expect(onChange).toHaveBeenNthCalledWith(4, 'sub_config.nested_field', 't')
+    })
+
+    it('propagates onChange from Hook component', async () => {
+      const TestHookComponent: React.FC<FieldHookComponentProps> = ({ onChange }) => {
+        return <button onClick={() => onChange?.('hook_value')}>Set Value</button>
+      }
+
+      const hooks = new FieldHookRegistry()
+      hooks.register('hooked_field', TestHookComponent, 'replace')
+
+      const schema: ConfigSchema = {
+        className: 'TestConfig',
+        classDoc: 'Test configuration',
+        fields: [
+          {
+            name: 'hooked_field',
+            type: 'string',
+            label: 'Hooked Field',
+            description: 'A hooked field',
+            required: false,
+          },
+        ],
+      }
+      const values = { hooked_field: '' }
+      const onChange = vi.fn()
+      const user = userEvent.setup()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} hooks={hooks} />)
+
+      await user.click(screen.getByRole('button'))
+
+      expect(onChange).toHaveBeenCalledWith('hooked_field', 'hook_value')
+    })
+  })
+
+  describe('edge cases', () => {
+    it('renders with empty nested values', () => {
+      const schema: ConfigSchema = {
+        className: 'MainConfig',
+        classDoc: 'Main configuration',
+        fields: [],
+        nested: {
+          sub_config: {
+            className: 'SubConfig',
+            classDoc: 'Sub configuration',
+            fields: [
+              {
+                name: 'nested_field',
+                type: 'string',
+                label: 'Nested Field',
+                description: 'Nested field',
+                required: false,
+              },
+            ],
+          },
+        },
+      }
+      const values = {}
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} />)
+
+      expect(screen.getByText('SubConfig')).toBeInTheDocument()
+      expect(screen.getByText('Nested Field')).toBeInTheDocument()
+    })
+
+    it('uses default hook registry when not provided', () => {
+      const schema: ConfigSchema = {
+        className: 'TestConfig',
+        classDoc: 'Test configuration',
+        fields: [
+          {
+            name: 'test_field',
+            type: 'string',
+            label: 'Test Field',
+            description: 'A test field',
+            required: false,
+          },
+        ],
+      }
+      const values = { test_field: 'test' }
+      const onChange = vi.fn()
+
+      render(<DynamicConfigForm schema={schema} values={values} onChange={onChange} />)
+
+      expect(screen.getByText('Test Field')).toBeInTheDocument()
+    })
+  })
+})
diff --git a/dashboard/src/components/dynamic-form/__tests__/DynamicField.test.tsx b/dashboard/src/components/dynamic-form/__tests__/DynamicField.test.tsx
new file mode 100644
index 00000000..ba72b7e5
--- /dev/null
+++ b/dashboard/src/components/dynamic-form/__tests__/DynamicField.test.tsx
@@ -0,0 +1,394 @@
+import { describe, it, expect, vi } from 'vitest'
+import { render, screen } from '@testing-library/react'
+import userEvent from '@testing-library/user-event'
+
+import { DynamicField } from '../DynamicField'
+import type { FieldSchema } from '@/types/config-schema'
+
+describe('DynamicField', () => {
+  describe('x-widget priority', () => {
+    it('renders Slider when x-widget is slider', () => {
+      const schema: FieldSchema = {
+        name: 'test_slider',
+        type: 'number',
+        label: 'Test Slider',
+        description: 'A test slider',
+        required: false,
+        'x-widget': 'slider',
+        minValue: 0,
+        maxValue: 100,
+        default: 50,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={50} onChange={onChange} />)
+
+      expect(screen.getByText('Test Slider')).toBeInTheDocument()
+      expect(screen.getByRole('slider')).toBeInTheDocument()
+      expect(screen.getByText('50')).toBeInTheDocument()
+    })
+
+    it('renders Switch when x-widget is switch', () => {
+      const schema: FieldSchema = {
+        name: 'test_switch',
+        type: 'boolean',
+        label: 'Test Switch',
+        description: 'A test switch',
+        required: false,
+        'x-widget': 'switch',
+        default: false,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={false} onChange={onChange} />)
+
+      expect(screen.getByText('Test Switch')).toBeInTheDocument()
+      expect(screen.getByRole('switch')).toBeInTheDocument()
+    })
+
+    it('renders Textarea when x-widget is textarea', () => {
+      const schema: FieldSchema = {
+        name: 'test_textarea',
+        type: 'string',
+        label: 'Test Textarea',
+        description: 'A test textarea',
+        required: false,
+        'x-widget': 'textarea',
+        default: 'Hello',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="Hello" onChange={onChange} />)
+
+      expect(screen.getByText('Test Textarea')).toBeInTheDocument()
+      expect(screen.getByRole('textbox')).toBeInTheDocument()
+      expect(screen.getByRole('textbox')).toHaveValue('Hello')
+    })
+
+    it('renders Select when x-widget is select', () => {
+      const schema: FieldSchema = {
+        name: 'test_select',
+        type: 'string',
+        label: 'Test Select',
+        description: 'A test select',
+        required: false,
+        'x-widget': 'select',
+        options: ['Option 1', 'Option 2', 'Option 3'],
+        default: 'Option 1',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="Option 1" onChange={onChange} />)
+
+      expect(screen.getByText('Test Select')).toBeInTheDocument()
+      expect(screen.getByRole('combobox')).toBeInTheDocument()
+    })
+
+    it('renders placeholder for custom widget', () => {
+      const schema: FieldSchema = {
+        name: 'test_custom',
+        type: 'string',
+        label: 'Test Custom',
+        description: 'A test custom field',
+        required: false,
+        'x-widget': 'custom',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="" onChange={onChange} />)
+
+      expect(screen.getByText('Custom field requires Hook')).toBeInTheDocument()
+    })
+  })
+
+  describe('type fallback', () => {
+    it('renders Input for string type', () => {
+      const schema: FieldSchema = {
+        name: 'test_string',
+        type: 'string',
+        label: 'Test String',
+        description: 'A test string',
+        required: false,
+        default: 'Hello',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="Hello" onChange={onChange} />)
+
+      expect(screen.getByRole('textbox')).toBeInTheDocument()
+      expect(screen.getByRole('textbox')).toHaveValue('Hello')
+    })
+
+    it('renders Switch for boolean type', () => {
+      const schema: FieldSchema = {
+        name: 'test_bool',
+        type: 'boolean',
+        label: 'Test Boolean',
+        description: 'A test boolean',
+        required: false,
+        default: true,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={true} onChange={onChange} />)
+
+      expect(screen.getByRole('switch')).toBeInTheDocument()
+      expect(screen.getByRole('switch')).toBeChecked()
+    })
+
+    it('renders number Input for number type', () => {
+      const schema: FieldSchema = {
+        name: 'test_number',
+        type: 'number',
+        label: 'Test Number',
+        description: 'A test number',
+        required: false,
+        default: 42,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={42} onChange={onChange} />)
+
+      const input = screen.getByRole('spinbutton')
+      expect(input).toBeInTheDocument()
+      expect(input).toHaveValue(42)
+    })
+
+    it('renders number Input for integer type', () => {
+      const schema: FieldSchema = {
+        name: 'test_integer',
+        type: 'integer',
+        label: 'Test Integer',
+        description: 'A test integer',
+        required: false,
+        default: 10,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={10} onChange={onChange} />)
+
+      const input = screen.getByRole('spinbutton')
+      expect(input).toBeInTheDocument()
+      expect(input).toHaveValue(10)
+    })
+
+    it('renders Textarea for textarea type', () => {
+      const schema: FieldSchema = {
+        name: 'test_textarea_type',
+        type: 'textarea',
+        label: 'Test Textarea Type',
+        description: 'A test textarea type',
+        required: false,
+        default: 'Long text',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="Long text" onChange={onChange} />)
+
+      expect(screen.getByRole('textbox')).toBeInTheDocument()
+      expect(screen.getByRole('textbox')).toHaveValue('Long text')
+    })
+
+    it('renders Select for select type', () => {
+      const schema: FieldSchema = {
+        name: 'test_select_type',
+        type: 'select',
+        label: 'Test Select Type',
+        description: 'A test select type',
+        required: false,
+        options: ['A', 'B', 'C'],
+        default: 'A',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="A" onChange={onChange} />)
+
+      expect(screen.getByRole('combobox')).toBeInTheDocument()
+    })
+
+    it('renders placeholder for array type', () => {
+      const schema: FieldSchema = {
+        name: 'test_array',
+        type: 'array',
+        label: 'Test Array',
+        description: 'A test array',
+        required: false,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={[]} onChange={onChange} />)
+
+      expect(screen.getByText('Array fields not yet supported')).toBeInTheDocument()
+    })
+
+    it('renders placeholder for object type', () => {
+      const schema: FieldSchema = {
+        name: 'test_object',
+        type: 'object',
+        label: 'Test Object',
+        description: 'A test object',
+        required: false,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={{}} onChange={onChange} />)
+
+      expect(screen.getByText('Object fields not yet supported')).toBeInTheDocument()
+    })
+  })
+
+  describe('onChange events', () => {
+    it('triggers onChange for Switch', async () => {
+      const schema: FieldSchema = {
+        name: 'test_switch',
+        type: 'boolean',
+        label: 'Test Switch',
+        description: 'A test switch',
+        required: false,
+        default: false,
+      }
+      const onChange = vi.fn()
+      const user = userEvent.setup()
+
+      render(<DynamicField schema={schema} value={false} onChange={onChange} />)
+
+      await user.click(screen.getByRole('switch'))
+      expect(onChange).toHaveBeenCalledWith(true)
+    })
+
+    it('triggers onChange for Input', async () => {
+      const schema: FieldSchema = {
+        name: 'test_input',
+        type: 'string',
+        label: 'Test Input',
+        description: 'A test input',
+        required: false,
+        default: '',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="" onChange={onChange} />)
+
+      const input = screen.getByRole('textbox')
+      input.focus()
+      await userEvent.keyboard('Hello')
+      
+      expect(onChange).toHaveBeenCalledTimes(5)
+      expect(onChange).toHaveBeenNthCalledWith(1, 'H')
+      expect(onChange).toHaveBeenNthCalledWith(2, 'e')
+      expect(onChange).toHaveBeenNthCalledWith(3, 'l')
+      expect(onChange).toHaveBeenNthCalledWith(4, 'l')
+      expect(onChange).toHaveBeenNthCalledWith(5, 'o')
+    })
+
+    it('triggers onChange for number Input', async () => {
+      const schema: FieldSchema = {
+        name: 'test_number',
+        type: 'number',
+        label: 'Test Number',
+        description: 'A test number',
+        required: false,
+        default: 0,
+      }
+      const onChange = vi.fn()
+      const user = userEvent.setup()
+
+      render(<DynamicField schema={schema} value={0} onChange={onChange} />)
+
+      const input = screen.getByRole('spinbutton')
+      await user.clear(input)
+      await user.type(input, '123')
+      expect(onChange).toHaveBeenCalled()
+    })
+  })
+
+  describe('visual features', () => {
+    it('renders label with icon', () => {
+      const schema: FieldSchema = {
+        name: 'test_icon',
+        type: 'string',
+        label: 'Test Icon',
+        description: 'A test with icon',
+        required: false,
+        'x-icon': 'Settings',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="" onChange={onChange} />)
+
+      expect(screen.getByText('Test Icon')).toBeInTheDocument()
+    })
+
+    it('renders required indicator', () => {
+      const schema: FieldSchema = {
+        name: 'test_required',
+        type: 'string',
+        label: 'Test Required',
+        description: 'A required field',
+        required: true,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="" onChange={onChange} />)
+
+      expect(screen.getByText('*')).toBeInTheDocument()
+    })
+
+    it('renders description', () => {
+      const schema: FieldSchema = {
+        name: 'test_desc',
+        type: 'string',
+        label: 'Test Description',
+        description: 'This is a description',
+        required: false,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="" onChange={onChange} />)
+
+      expect(screen.getByText('This is a description')).toBeInTheDocument()
+    })
+  })
+
+  describe('slider features', () => {
+    it('renders slider with min/max/step', () => {
+      const schema: FieldSchema = {
+        name: 'test_slider_props',
+        type: 'number',
+        label: 'Test Slider Props',
+        description: 'A slider with props',
+        required: false,
+        'x-widget': 'slider',
+        minValue: 10,
+        maxValue: 50,
+        step: 5,
+        default: 25,
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value={25} onChange={onChange} />)
+
+      expect(screen.getByText('10')).toBeInTheDocument()
+      expect(screen.getByText('50')).toBeInTheDocument()
+      expect(screen.getByText('25')).toBeInTheDocument()
+    })
+  })
+
+  describe('select features', () => {
+    it('renders placeholder when no options', () => {
+      const schema: FieldSchema = {
+        name: 'test_select_no_options',
+        type: 'string',
+        label: 'Test Select No Options',
+        description: 'A select with no options',
+        required: false,
+        'x-widget': 'select',
+      }
+      const onChange = vi.fn()
+
+      render(<DynamicField schema={schema} value="" onChange={onChange} />)
+
+      expect(screen.getByText('No options available for select')).toBeInTheDocument()
+    })
+  })
+})
diff --git a/dashboard/src/components/dynamic-form/index.ts b/dashboard/src/components/dynamic-form/index.ts
new file mode 100644
index 00000000..aba05893
--- /dev/null
+++ b/dashboard/src/components/dynamic-form/index.ts
@@ -0,0 +1,2 @@
+export { DynamicConfigForm } from './DynamicConfigForm'
+export { DynamicField } from './DynamicField'
diff --git a/dashboard/src/lib/__tests__/field-hooks.test.ts b/dashboard/src/lib/__tests__/field-hooks.test.ts
new file mode 100644
index 00000000..4a4fd7f1
--- /dev/null
+++ b/dashboard/src/lib/__tests__/field-hooks.test.ts
@@ -0,0 +1,253 @@
+import { describe, it, expect, beforeEach } from 'vitest'
+
+import { FieldHookRegistry } from '../field-hooks'
+import type { FieldHookComponent } from '../field-hooks'
+
+describe('FieldHookRegistry', () => {
+  let registry: FieldHookRegistry
+
+  beforeEach(() => {
+    registry = new FieldHookRegistry()
+  })
+
+  describe('register', () => {
+    it('registers a hook with replace type', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('test.field', component, 'replace')
+
+      expect(registry.has('test.field')).toBe(true)
+    })
+
+    it('registers a hook with wrapper type', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('test.field', component, 'wrapper')
+
+      expect(registry.has('test.field')).toBe(true)
+      const entry = registry.get('test.field')
+      expect(entry?.type).toBe('wrapper')
+    })
+
+    it('defaults to replace type when not specified', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('test.field', component)
+
+      const entry = registry.get('test.field')
+      expect(entry?.type).toBe('replace')
+    })
+
+    it('overwrites existing hook for same field path', () => {
+      const component1: FieldHookComponent = () => null
+      const component2: FieldHookComponent = () => null
+
+      registry.register('test.field', component1, 'replace')
+      registry.register('test.field', component2, 'wrapper')
+
+      const entry = registry.get('test.field')
+      expect(entry?.component).toBe(component2)
+      expect(entry?.type).toBe('wrapper')
+    })
+  })
+
+  describe('get', () => {
+    it('returns hook entry for registered field path', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('test.field', component, 'replace')
+
+      const entry = registry.get('test.field')
+      expect(entry).toBeDefined()
+      expect(entry?.component).toBe(component)
+      expect(entry?.type).toBe('replace')
+    })
+
+    it('returns undefined for unregistered field path', () => {
+      const entry = registry.get('nonexistent.field')
+      expect(entry).toBeUndefined()
+    })
+
+    it('returns correct entry for nested field paths', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('config.section.field', component, 'wrapper')
+
+      const entry = registry.get('config.section.field')
+      expect(entry).toBeDefined()
+      expect(entry?.type).toBe('wrapper')
+    })
+  })
+
+  describe('has', () => {
+    it('returns true for registered field path', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('test.field', component)
+
+      expect(registry.has('test.field')).toBe(true)
+    })
+
+    it('returns false for unregistered field path', () => {
+      expect(registry.has('nonexistent.field')).toBe(false)
+    })
+
+    it('returns false after unregistering', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('test.field', component)
+      registry.unregister('test.field')
+
+      expect(registry.has('test.field')).toBe(false)
+    })
+  })
+
+  describe('unregister', () => {
+    it('removes a registered hook', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('test.field', component)
+      expect(registry.has('test.field')).toBe(true)
+
+      registry.unregister('test.field')
+      expect(registry.has('test.field')).toBe(false)
+    })
+
+    it('does not throw when unregistering non-existent hook', () => {
+      expect(() => registry.unregister('nonexistent.field')).not.toThrow()
+    })
+
+    it('only removes specified hook, not others', () => {
+      const component1: FieldHookComponent = () => null
+      const component2: FieldHookComponent = () => null
+
+      registry.register('field1', component1)
+      registry.register('field2', component2)
+
+      registry.unregister('field1')
+
+      expect(registry.has('field1')).toBe(false)
+      expect(registry.has('field2')).toBe(true)
+    })
+  })
+
+  describe('clear', () => {
+    it('removes all registered hooks', () => {
+      const component1: FieldHookComponent = () => null
+      const component2: FieldHookComponent = () => null
+      const component3: FieldHookComponent = () => null
+
+      registry.register('field1', component1)
+      registry.register('field2', component2)
+      registry.register('field3', component3)
+
+      expect(registry.getAllPaths()).toHaveLength(3)
+
+      registry.clear()
+
+      expect(registry.getAllPaths()).toHaveLength(0)
+      expect(registry.has('field1')).toBe(false)
+      expect(registry.has('field2')).toBe(false)
+      expect(registry.has('field3')).toBe(false)
+    })
+
+    it('works correctly on empty registry', () => {
+      expect(() => registry.clear()).not.toThrow()
+      expect(registry.getAllPaths()).toHaveLength(0)
+    })
+  })
+
+  describe('getAllPaths', () => {
+    it('returns empty array when no hooks registered', () => {
+      expect(registry.getAllPaths()).toEqual([])
+    })
+
+    it('returns all registered field paths', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('field1', component)
+      registry.register('field2', component)
+      registry.register('field3', component)
+
+      const paths = registry.getAllPaths()
+      expect(paths).toHaveLength(3)
+      expect(paths).toContain('field1')
+      expect(paths).toContain('field2')
+      expect(paths).toContain('field3')
+    })
+
+    it('returns updated paths after unregister', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('field1', component)
+      registry.register('field2', component)
+      registry.register('field3', component)
+
+      registry.unregister('field2')
+
+      const paths = registry.getAllPaths()
+      expect(paths).toHaveLength(2)
+      expect(paths).toContain('field1')
+      expect(paths).toContain('field3')
+      expect(paths).not.toContain('field2')
+    })
+
+    it('handles nested field paths correctly', () => {
+      const component: FieldHookComponent = () => null
+
+      registry.register('config.chat.enabled', component)
+      registry.register('config.chat.model', component)
+      registry.register('config.api.key', component)
+
+      const paths = registry.getAllPaths()
+      expect(paths).toHaveLength(3)
+      expect(paths).toContain('config.chat.enabled')
+      expect(paths).toContain('config.chat.model')
+      expect(paths).toContain('config.api.key')
+    })
+  })
+
+  describe('integration scenarios', () => {
+    it('supports full lifecycle of multiple hooks', () => {
+      const replaceComponent: FieldHookComponent = () => null
+      const wrapperComponent: FieldHookComponent = () => null
+
+      registry.register('field1', replaceComponent, 'replace')
+      registry.register('field2', wrapperComponent, 'wrapper')
+
+      expect(registry.getAllPaths()).toHaveLength(2)
+
+      const entry1 = registry.get('field1')
+      expect(entry1?.type).toBe('replace')
+      expect(entry1?.component).toBe(replaceComponent)
+
+      const entry2 = registry.get('field2')
+      expect(entry2?.type).toBe('wrapper')
+      expect(entry2?.component).toBe(wrapperComponent)
+
+      registry.unregister('field1')
+      expect(registry.getAllPaths()).toHaveLength(1)
+      expect(registry.has('field2')).toBe(true)
+
+      registry.clear()
+      expect(registry.getAllPaths()).toHaveLength(0)
+    })
+
+    it('handles rapid register/unregister cycles', () => {
+      const component: FieldHookComponent = () => null
+
+      for (let i = 0; i < 100; i++) {
+        registry.register(`field${i}`, component)
+      }
+      expect(registry.getAllPaths()).toHaveLength(100)
+
+      for (let i = 0; i < 50; i++) {
+        registry.unregister(`field${i}`)
+      }
+      expect(registry.getAllPaths()).toHaveLength(50)
+
+      registry.clear()
+      expect(registry.getAllPaths()).toHaveLength(0)
+    })
+  })
+})
diff --git a/dashboard/src/lib/field-hooks.ts b/dashboard/src/lib/field-hooks.ts
new file mode 100644
index 00000000..2be1b866
--- /dev/null
+++ b/dashboard/src/lib/field-hooks.ts
@@ -0,0 +1,99 @@
+import type { ReactNode } from 'react'
+
+/**
+ * Hook type for field-level customization
+ */
+export type FieldHookType = 'replace' | 'wrapper'
+
+/**
+ * Props passed to a FieldHookComponent
+ */
+export interface FieldHookComponentProps {
+  fieldPath: string
+  value: unknown
+  onChange?: (value: unknown) => void
+  children?: ReactNode
+}
+
+/**
+ * A React component that can be registered as a field hook
+ */
+export type FieldHookComponent = React.FC<FieldHookComponentProps>
+
+/**
+ * Registry entry for a field hook
+ */
+interface FieldHookEntry {
+  component: FieldHookComponent
+  type: FieldHookType
+}
+
+/**
+ * Registry for managing field-level hooks
+ * Supports two types of hooks:
+ * - replace: Completely replaces the default field renderer
+ * - wrapper: Wraps the default field renderer with additional functionality
+ */
+export class FieldHookRegistry {
+  private hooks: Map<string, FieldHookEntry> = new Map()
+
+  /**
+   * Register a hook for a specific field path
+   * @param fieldPath The field path (e.g., 'chat.talk_value')
+   * @param component The React component to register
+   * @param type The hook type ('replace' or 'wrapper')
+   */
+  register(
+    fieldPath: string,
+    component: FieldHookComponent,
+    type: FieldHookType = 'replace'
+  ): void {
+    this.hooks.set(fieldPath, { component, type })
+  }
+
+  /**
+   * Get a registered hook for a specific field path
+   * @param fieldPath The field path to look up
+   * @returns The hook entry if found, undefined otherwise
+   */
+  get(fieldPath: string): FieldHookEntry | undefined {
+    return this.hooks.get(fieldPath)
+  }
+
+  /**
+   * Check if a hook is registered for a specific field path
+   * @param fieldPath The field path to check
+   * @returns True if a hook is registered, false otherwise
+   */
+  has(fieldPath: string): boolean {
+    return this.hooks.has(fieldPath)
+  }
+
+  /**
+   * Unregister a hook for a specific field path
+   * @param fieldPath The field path to unregister
+   */
+  unregister(fieldPath: string): void {
+    this.hooks.delete(fieldPath)
+  }
+
+  /**
+   * Clear all registered hooks
+   */
+  clear(): void {
+    this.hooks.clear()
+  }
+
+  /**
+   * Get all registered field paths
+   * @returns Array of registered field paths
+   */
+  getAllPaths(): string[] {
+    return Array.from(this.hooks.keys())
+  }
+}
+
+/**
+ * Singleton instance of the field hook registry
+ */
+export const fieldHooks = new FieldHookRegistry()
diff --git a/dashboard/src/lib/version.ts b/dashboard/src/lib/version.ts
index 38609c84..4b85d2b2 100644
--- a/dashboard/src/lib/version.ts
+++ b/dashboard/src/lib/version.ts
@@ -5,7 +5,7 @@
  * 修改此处的版本号后，所有展示版本的地方都会自动更新
  */
 
-export const APP_VERSION = '0.12.2'
+export const APP_VERSION = '1.0.0'
 export const APP_NAME = 'MaiBot Dashboard'
 export const APP_FULL_NAME = `${APP_NAME} v${APP_VERSION}`
 
diff --git a/dashboard/src/routes/config/bot.tsx b/dashboard/src/routes/config/bot.tsx
index ece9c37d..0deac66a 100644
--- a/dashboard/src/routes/config/bot.tsx
+++ b/dashboard/src/routes/config/bot.tsx
@@ -69,6 +69,11 @@ import { useAutoSave, useConfigAutoSave } from './bot/hooks'
 import { useCallback, useEffect, useRef, useState } from 'react'
 import { Button } from '@/components/ui/button'
 
+// 导入动态表单和 Hook 系统
+import { DynamicConfigForm } from '@/components/dynamic-form'
+import { fieldHooks } from '@/lib/field-hooks'
+import { ChatSectionHook } from '@/routes/config/bot/hooks'
+
 // ==================== 常量定义 ====================
 /** Toast 显示前的延迟时间 (毫秒) */
 const TOAST_DISPLAY_DELAY = 500
@@ -308,6 +313,13 @@ function BotConfigPageContent() {
     loadConfig()
   }, [loadConfig])
 
+  useEffect(() => {
+    fieldHooks.register('chat', ChatSectionHook, 'replace')
+    return () => {
+      fieldHooks.unregister('chat')
+    }
+  }, [])
+
   // 使用模块化的 useAutoSave hook
   const { triggerAutoSave, cancelPendingAutoSave } = useAutoSave(
     initialLoadRef.current,
@@ -652,7 +664,24 @@ function BotConfigPageContent() {
 
         {/* 聊天配置 */}
         <TabsContent value="chat" className="space-y-4">
-          {chatConfig && <ChatSection config={chatConfig} onChange={setChatConfig} />}
+          {chatConfig && (
+            <DynamicConfigForm
+              schema={{
+                className: 'ChatConfig',
+                classDoc: '聊天配置',
+                fields: [],
+                nested: {},
+              }}
+              values={{ chat: chatConfig }}
+              onChange={(field, value) => {
+                if (field === 'chat') {
+                  setChatConfig(value as ChatConfig)
+                  setHasUnsavedChanges(true)
+                }
+              }}
+              hooks={fieldHooks}
+            />
+          )}
         </TabsContent>
 
         {/* 表达配置 */}
diff --git a/dashboard/src/routes/config/bot/hooks/BotInfoSectionHook.tsx b/dashboard/src/routes/config/bot/hooks/BotInfoSectionHook.tsx
new file mode 100644
index 00000000..70ba89f9
--- /dev/null
+++ b/dashboard/src/routes/config/bot/hooks/BotInfoSectionHook.tsx
@@ -0,0 +1,15 @@
+import type { FieldHookComponent } from '@/lib/field-hooks'
+import { BotInfoSection } from '../sections/BotInfoSection'
+
+/**
+ * BotInfoSection as a Field Hook Component
+ * This component replaces the entire 'bot' nested config section rendering
+ */
+export const BotInfoSectionHook: FieldHookComponent = ({ value, onChange }) => {
+  return (
+    <BotInfoSection
+      config={value as any}
+      onChange={(newConfig) => onChange?.(newConfig)}
+    />
+  )
+}
diff --git a/dashboard/src/routes/config/bot/hooks/ChatSectionHook.tsx b/dashboard/src/routes/config/bot/hooks/ChatSectionHook.tsx
new file mode 100644
index 00000000..d4310bd7
--- /dev/null
+++ b/dashboard/src/routes/config/bot/hooks/ChatSectionHook.tsx
@@ -0,0 +1,617 @@
+import React, { useState, useEffect, useMemo } from 'react'
+import { Button } from '@/components/ui/button'
+import { Input } from '@/components/ui/input'
+import { Label } from '@/components/ui/label'
+import { Switch } from '@/components/ui/switch'
+import { Slider } from '@/components/ui/slider'
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select'
+import {
+  AlertDialog,
+  AlertDialogAction,
+  AlertDialogCancel,
+  AlertDialogContent,
+  AlertDialogDescription,
+  AlertDialogFooter,
+  AlertDialogHeader,
+  AlertDialogTitle,
+  AlertDialogTrigger,
+} from '@/components/ui/alert-dialog'
+import {
+  Popover,
+  PopoverContent,
+  PopoverTrigger,
+} from '@/components/ui/popover'
+import { Plus, Trash2, Eye, Clock } from 'lucide-react'
+import type { FieldHookComponent } from '@/lib/field-hooks'
+import type { ChatConfig } from '../types'
+
+// 时间选择组件
+const TimeRangePicker = React.memo(function TimeRangePicker({
+  value,
+  onChange,
+}: {
+  value: string
+  onChange: (value: string) => void
+}) {
+  // 解析初始值
+  const parsedValue = useMemo(() => {
+    const parts = value.split('-')
+    if (parts.length === 2) {
+      const [start, end] = parts
+      const [sh, sm] = start.split(':')
+      const [eh, em] = end.split(':')
+      return {
+        startHour: sh ? sh.padStart(2, '0') : '00',
+        startMinute: sm ? sm.padStart(2, '0') : '00',
+        endHour: eh ? eh.padStart(2, '0') : '23',
+        endMinute: em ? em.padStart(2, '0') : '59',
+      }
+    }
+    return {
+      startHour: '00',
+      startMinute: '00',
+      endHour: '23',
+      endMinute: '59',
+    }
+  }, [value])
+
+  const [startHour, setStartHour] = useState(parsedValue.startHour)
+  const [startMinute, setStartMinute] = useState(parsedValue.startMinute)
+  const [endHour, setEndHour] = useState(parsedValue.endHour)
+  const [endMinute, setEndMinute] = useState(parsedValue.endMinute)
+
+  // 当value变化时同步状态
+  useEffect(() => {
+    setStartHour(parsedValue.startHour)
+    setStartMinute(parsedValue.startMinute)
+    setEndHour(parsedValue.endHour)
+    setEndMinute(parsedValue.endMinute)
+  }, [parsedValue])
+
+  const updateTime = (
+    newStartHour: string,
+    newStartMinute: string,
+    newEndHour: string,
+    newEndMinute: string
+  ) => {
+    const newValue = `${newStartHour}:${newStartMinute}-${newEndHour}:${newEndMinute}`
+    onChange(newValue)
+  }
+
+  return (
+    <Popover>
+      <PopoverTrigger asChild>
+        <Button variant="outline" className="w-full justify-start font-mono text-sm">
+          <Clock className="h-4 w-4 mr-2" />
+          {value || '选择时间段'}
+        </Button>
+      </PopoverTrigger>
+      <PopoverContent className="w-72 sm:w-80">
+        <div className="space-y-4">
+          <div>
+            <h4 className="font-medium text-sm mb-3">开始时间</h4>
+            <div className="grid grid-cols-2 gap-2 sm:gap-3">
+              <div>
+                <Label className="text-xs">小时</Label>
+                <Select
+                  value={startHour}
+                  onValueChange={(v) => {
+                    setStartHour(v)
+                    updateTime(v, startMinute, endHour, endMinute)
+                  }}
+                >
+                  <SelectTrigger>
+                    <SelectValue />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {Array.from({ length: 24 }, (_, i) => i).map((h) => (
+                      <SelectItem key={h} value={h.toString().padStart(2, '0')}>
+                        {h.toString().padStart(2, '0')}
+                      </SelectItem>
+                    ))}
+                  </SelectContent>
+                </Select>
+              </div>
+              <div>
+                <Label className="text-xs">分钟</Label>
+                <Select
+                  value={startMinute}
+                  onValueChange={(v) => {
+                    setStartMinute(v)
+                    updateTime(startHour, v, endHour, endMinute)
+                  }}
+                >
+                  <SelectTrigger>
+                    <SelectValue />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {Array.from({ length: 60 }, (_, i) => i).map((m) => (
+                      <SelectItem key={m} value={m.toString().padStart(2, '0')}>
+                        {m.toString().padStart(2, '0')}
+                      </SelectItem>
+                    ))}
+                  </SelectContent>
+                </Select>
+              </div>
+            </div>
+          </div>
+          <div>
+            <h4 className="font-medium text-sm mb-3">结束时间</h4>
+            <div className="grid grid-cols-2 gap-2 sm:gap-3">
+              <div>
+                <Label className="text-xs">小时</Label>
+                <Select
+                  value={endHour}
+                  onValueChange={(v) => {
+                    setEndHour(v)
+                    updateTime(startHour, startMinute, v, endMinute)
+                  }}
+                >
+                  <SelectTrigger>
+                    <SelectValue />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {Array.from({ length: 24 }, (_, i) => i).map((h) => (
+                      <SelectItem key={h} value={h.toString().padStart(2, '0')}>
+                        {h.toString().padStart(2, '0')}
+                      </SelectItem>
+                    ))}
+                  </SelectContent>
+                </Select>
+              </div>
+              <div>
+                <Label className="text-xs">分钟</Label>
+                <Select
+                  value={endMinute}
+                  onValueChange={(v) => {
+                    setEndMinute(v)
+                    updateTime(startHour, startMinute, endHour, v)
+                  }}
+                >
+                  <SelectTrigger>
+                    <SelectValue />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {Array.from({ length: 60 }, (_, i) => i).map((m) => (
+                      <SelectItem key={m} value={m.toString().padStart(2, '0')}>
+                        {m.toString().padStart(2, '0')}
+                      </SelectItem>
+                    ))}
+                  </SelectContent>
+                </Select>
+              </div>
+            </div>
+          </div>
+        </div>
+      </PopoverContent>
+    </Popover>
+  )
+})
+
+// 预览窗口组件
+const RulePreview = React.memo(function RulePreview({ rule }: { rule: { target: string; time: string; value: number } }) {
+  const previewText = `{ target = "${rule.target}", time = "${rule.time}", value = ${rule.value.toFixed(1)} }`
+  
+  return (
+    <Popover>
+      <PopoverTrigger asChild>
+        <Button variant="outline" size="sm">
+          <Eye className="h-4 w-4 mr-1" />
+          预览
+        </Button>
+      </PopoverTrigger>
+      <PopoverContent className="w-80 sm:w-96">
+        <div className="space-y-2">
+          <h4 className="font-medium text-sm">配置预览</h4>
+          <div className="rounded-md bg-muted p-3 font-mono text-xs break-all">
+            {previewText}
+          </div>
+          <p className="text-xs text-muted-foreground">
+            这是保存到 bot_config.toml 文件中的格式
+          </p>
+        </div>
+      </PopoverContent>
+    </Popover>
+  )
+})
+
+/**
+ * ChatSection as a Field Hook Component
+ * This component replaces the entire 'chat' nested config section rendering
+ */
+export const ChatSectionHook: FieldHookComponent = ({ value, onChange }) => {
+  // Cast value to ChatConfig (assuming it's the entire chat config object)
+  const config = value as ChatConfig
+
+  // Helper to update config
+  const updateConfig = (updates: Partial<ChatConfig>) => {
+    if (onChange) {
+      onChange({ ...config, ...updates })
+    }
+  }
+
+  // 添加发言频率规则
+  const addTalkValueRule = () => {
+    updateConfig({
+      talk_value_rules: [
+        ...config.talk_value_rules,
+        { target: '', time: '00:00-23:59', value: 1.0 },
+      ],
+    })
+  }
+
+  // 删除发言频率规则
+  const removeTalkValueRule = (index: number) => {
+    updateConfig({
+      talk_value_rules: config.talk_value_rules.filter((_, i) => i !== index),
+    })
+  }
+
+  // 更新发言频率规则
+  const updateTalkValueRule = (
+    index: number,
+    field: 'target' | 'time' | 'value',
+    value: string | number
+  ) => {
+    const newRules = [...config.talk_value_rules]
+    newRules[index] = {
+      ...newRules[index],
+      [field]: value,
+    }
+    updateConfig({
+      talk_value_rules: newRules,
+    })
+  }
+
+  return (
+    <div className="rounded-lg border bg-card p-4 sm:p-6 space-y-6">
+      <div>
+        <h3 className="text-lg font-semibold mb-4">聊天设置</h3>
+        <div className="grid gap-4">
+          <div className="grid gap-2">
+            <Label htmlFor="talk_value">聊天频率（基础值）</Label>
+            <Input
+              id="talk_value"
+              type="number"
+              step="0.1"
+              min="0"
+              max="1"
+              value={config.talk_value}
+              onChange={(e) => updateConfig({ talk_value: parseFloat(e.target.value) })}
+            />
+            <p className="text-xs text-muted-foreground">越小越沉默，范围 0-1</p>
+          </div>
+
+          <div className="grid gap-2">
+            <Label htmlFor="think_mode">思考模式</Label>
+            <Select
+              value={config.think_mode || 'classic'}
+              onValueChange={(value) => updateConfig({ think_mode: value as 'classic' | 'deep' | 'dynamic' })}
+            >
+              <SelectTrigger id="think_mode">
+                <SelectValue placeholder="选择思考模式" />
+              </SelectTrigger>
+              <SelectContent>
+                <SelectItem value="classic">经典模式 - 浅度思考和回复</SelectItem>
+                <SelectItem value="deep">深度模式 - 进行深度思考和回复</SelectItem>
+                <SelectItem value="dynamic">动态模式 - 自动选择思考深度</SelectItem>
+              </SelectContent>
+            </Select>
+            <p className="text-xs text-muted-foreground">
+              控制麦麦的思考深度。经典模式回复快但简单；深度模式更深入但较慢；动态模式根据情况自动选择
+            </p>
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Switch
+              id="mentioned_bot_reply"
+              checked={config.mentioned_bot_reply}
+              onCheckedChange={(checked) =>
+                updateConfig({ mentioned_bot_reply: checked })
+              }
+            />
+            <Label htmlFor="mentioned_bot_reply" className="cursor-pointer">
+              启用提及必回复
+            </Label>
+          </div>
+
+          <div className="grid gap-2">
+            <Label htmlFor="max_context_size">上下文长度</Label>
+            <Input
+              id="max_context_size"
+              type="number"
+              min="1"
+              value={config.max_context_size}
+              onChange={(e) =>
+                updateConfig({ max_context_size: parseInt(e.target.value) })
+              }
+            />
+          </div>
+
+          <div className="grid gap-2">
+            <Label htmlFor="planner_smooth">规划器平滑</Label>
+            <Input
+              id="planner_smooth"
+              type="number"
+              step="1"
+              min="0"
+              value={config.planner_smooth}
+              onChange={(e) =>
+                updateConfig({ planner_smooth: parseFloat(e.target.value) })
+              }
+            />
+            <p className="text-xs text-muted-foreground">
+              增大数值会减小 planner 负荷，推荐 1-5，0 为关闭
+            </p>
+          </div>
+
+          <div className="grid gap-2">
+            <Label htmlFor="plan_reply_log_max_per_chat">每个聊天流最大日志数量</Label>
+            <Input
+              id="plan_reply_log_max_per_chat"
+              type="number"
+              step="1"
+              min="100"
+              value={config.plan_reply_log_max_per_chat ?? 1024}
+              onChange={(e) =>
+                updateConfig({ plan_reply_log_max_per_chat: parseInt(e.target.value) })
+              }
+            />
+            <p className="text-xs text-muted-foreground">
+              每个聊天流保存的 Plan/Reply 日志最大数量，超过此数量时会自动删除最老的日志
+            </p>
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Switch
+              id="llm_quote"
+              checked={config.llm_quote ?? false}
+              onCheckedChange={(checked) =>
+                updateConfig({ llm_quote: checked })
+              }
+            />
+            <Label htmlFor="llm_quote" className="cursor-pointer">
+              启用 LLM 控制引用
+            </Label>
+          </div>
+          <p className="text-xs text-muted-foreground -mt-2 ml-10">
+            启用后，LLM 可以决定是否在回复时引用消息
+          </p>
+
+          <div className="flex items-center space-x-2">
+            <Switch
+              id="enable_talk_value_rules"
+              checked={config.enable_talk_value_rules}
+              onCheckedChange={(checked) =>
+                updateConfig({ enable_talk_value_rules: checked })
+              }
+            />
+            <Label htmlFor="enable_talk_value_rules" className="cursor-pointer">
+              启用动态发言频率规则
+            </Label>
+          </div>
+        </div>
+      </div>
+
+      {/* 动态发言频率规则配置 */}
+      {config.enable_talk_value_rules && (
+        <div className="border-t pt-6">
+          <div className="flex items-center justify-between mb-4">
+            <div>
+              <h4 className="text-base font-semibold">动态发言频率规则</h4>
+              <p className="text-xs text-muted-foreground mt-1">
+                按时段或聊天流ID调整发言频率，优先匹配具体聊天，再匹配全局规则
+              </p>
+            </div>
+            <Button onClick={addTalkValueRule} size="sm">
+              <Plus className="h-4 w-4 mr-1" />
+              添加规则
+            </Button>
+          </div>
+
+          {config.talk_value_rules && config.talk_value_rules.length > 0 ? (
+            <div className="space-y-4">
+              {config.talk_value_rules.map((rule, index) => (
+                <div key={index} className="rounded-lg border p-4 bg-muted/50 space-y-4">
+                  <div className="flex items-center justify-between">
+                    <span className="text-sm font-medium text-muted-foreground">
+                      规则 #{index + 1}
+                    </span>
+                    <div className="flex items-center gap-2">
+                      <RulePreview rule={rule} />
+                      <AlertDialog>
+                        <AlertDialogTrigger asChild>
+                          <Button variant="ghost" size="sm">
+                            <Trash2 className="h-4 w-4 text-destructive" />
+                          </Button>
+                        </AlertDialogTrigger>
+                        <AlertDialogContent>
+                          <AlertDialogHeader>
+                            <AlertDialogTitle>确认删除</AlertDialogTitle>
+                            <AlertDialogDescription>
+                              确定要删除规则 #{index + 1} 吗？此操作无法撤销。
+                            </AlertDialogDescription>
+                          </AlertDialogHeader>
+                          <AlertDialogFooter>
+                            <AlertDialogCancel>取消</AlertDialogCancel>
+                            <AlertDialogAction onClick={() => removeTalkValueRule(index)}>
+                              删除
+                            </AlertDialogAction>
+                          </AlertDialogFooter>
+                        </AlertDialogContent>
+                      </AlertDialog>
+                    </div>
+                  </div>
+
+                  <div className="space-y-4">
+                    {/* 配置类型选择 */}
+                    <div className="grid gap-2">
+                      <Label className="text-xs font-medium">配置类型</Label>
+                      <Select
+                        value={rule.target === '' ? 'global' : 'specific'}
+                        onValueChange={(value) => {
+                          if (value === 'global') {
+                            updateTalkValueRule(index, 'target', '')
+                          } else {
+                            updateTalkValueRule(index, 'target', 'qq::group')
+                          }
+                        }}
+                      >
+                        <SelectTrigger>
+                          <SelectValue />
+                        </SelectTrigger>
+                        <SelectContent>
+                          <SelectItem value="global">全局配置</SelectItem>
+                          <SelectItem value="specific">详细配置</SelectItem>
+                        </SelectContent>
+                      </Select>
+                    </div>
+
+                    {/* 详细配置选项 - 只在非全局时显示 */}
+                    {rule.target !== '' && (() => {
+                      const parts = rule.target.split(':')
+                      const platform = parts[0] || 'qq'
+                      const chatId = parts[1] || ''
+                      const chatType = parts[2] || 'group'
+                      
+                      return (
+                        <div className="grid gap-4 p-3 sm:p-4 rounded-lg bg-muted/50">
+                          <div className="grid grid-cols-1 sm:grid-cols-3 gap-3">
+                            <div className="grid gap-2">
+                              <Label className="text-xs font-medium">平台</Label>
+                              <Select
+                                value={platform}
+                                onValueChange={(value) => {
+                                  updateTalkValueRule(index, 'target', `${value}:${chatId}:${chatType}`)
+                                }}
+                              >
+                                <SelectTrigger>
+                                  <SelectValue />
+                                </SelectTrigger>
+                                <SelectContent>
+                                  <SelectItem value="qq">QQ</SelectItem>
+                                  <SelectItem value="wx">微信</SelectItem>
+                                </SelectContent>
+                              </Select>
+                            </div>
+
+                            <div className="grid gap-2">
+                              <Label className="text-xs font-medium">群 ID</Label>
+                              <Input
+                                value={chatId}
+                                onChange={(e) => {
+                                  updateTalkValueRule(index, 'target', `${platform}:${e.target.value}:${chatType}`)
+                                }}
+                                placeholder="输入群 ID"
+                                className="font-mono text-sm"
+                              />
+                            </div>
+
+                            <div className="grid gap-2">
+                              <Label className="text-xs font-medium">类型</Label>
+                              <Select
+                                value={chatType}
+                                onValueChange={(value) => {
+                                  updateTalkValueRule(index, 'target', `${platform}:${chatId}:${value}`)
+                                }}
+                              >
+                                <SelectTrigger>
+                                  <SelectValue />
+                                </SelectTrigger>
+                                <SelectContent>
+                                  <SelectItem value="group">群组（group）</SelectItem>
+                                  <SelectItem value="private">私聊（private）</SelectItem>
+                                </SelectContent>
+                              </Select>
+                            </div>
+                          </div>
+                          <p className="text-xs text-muted-foreground">
+                            当前聊天流 ID：{rule.target || '（未设置）'}
+                          </p>
+                        </div>
+                      )
+                    })()}
+
+                    {/* 时间段选择器 */}
+                    <div className="grid gap-2">
+                      <Label className="text-xs font-medium">时间段 (Time)</Label>
+                      <TimeRangePicker
+                        value={rule.time}
+                        onChange={(v) => updateTalkValueRule(index, 'time', v)}
+                      />
+                      <p className="text-xs text-muted-foreground">
+                        支持跨夜区间，例如 23:00-02:00
+                      </p>
+                    </div>
+
+                    {/* 发言频率滑块 */}
+                    <div className="grid gap-3">
+                      <div className="flex items-center justify-between">
+                        <Label htmlFor={`rule-value-${index}`} className="text-xs font-medium">
+                          发言频率值 (Value)
+                        </Label>
+                        <Input
+                          id={`rule-value-${index}`}
+                          type="number"
+                          step="0.01"
+                          min="0.01"
+                          max="1"
+                          value={rule.value}
+                          onChange={(e) => {
+                            const val = parseFloat(e.target.value)
+                            if (!isNaN(val)) {
+                              updateTalkValueRule(index, 'value', Math.max(0.01, Math.min(1, val)))
+                            }
+                          }}
+                          className="w-20 h-8 text-xs"
+                        />
+                      </div>
+                      <Slider
+                        value={[rule.value]}
+                        onValueChange={(values) =>
+                          updateTalkValueRule(index, 'value', values[0])
+                        }
+                        min={0.01}
+                        max={1}
+                        step={0.01}
+                        className="w-full"
+                      />
+                      <div className="flex justify-between text-xs text-muted-foreground">
+                        <span>0.01 (极少发言)</span>
+                        <span>0.5</span>
+                        <span>1.0 (正常)</span>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+              ))}
+            </div>
+          ) : (
+            <div className="text-center py-8 text-muted-foreground">
+              <p className="text-sm">暂无规则，点击"添加规则"按钮创建</p>
+            </div>
+          )}
+
+          <div className="mt-4 p-4 bg-blue-50 dark:bg-blue-950/20 border border-blue-200 dark:border-blue-800 rounded-lg">
+            <h5 className="text-sm font-semibold text-blue-900 dark:text-blue-100 mb-2">
+              📝 规则说明
+            </h5>
+            <ul className="text-xs text-blue-800 dark:text-blue-200 space-y-1">
+              <li>• <strong>Target 为空</strong>：全局规则，对所有聊天生效</li>
+              <li>• <strong>Target 指定</strong>：仅对特定聊天流生效（格式：platform:id:type）</li>
+              <li>• <strong>优先级</strong>：先匹配具体聊天流规则，再匹配全局规则</li>
+              <li>• <strong>时间支持跨夜</strong>：例如 23:00-02:00 表示晚上11点到次日凌晨2点</li>
+              <li>• <strong>数值范围</strong>：建议 0-1，0 表示完全沉默，1 表示正常发言</li>
+            </ul>
+          </div>
+        </div>
+      )}
+    </div>
+  )
+}
diff --git a/dashboard/src/routes/config/bot/hooks/DebugSectionHook.tsx b/dashboard/src/routes/config/bot/hooks/DebugSectionHook.tsx
new file mode 100644
index 00000000..f5b63e11
--- /dev/null
+++ b/dashboard/src/routes/config/bot/hooks/DebugSectionHook.tsx
@@ -0,0 +1,15 @@
+import type { FieldHookComponent } from '@/lib/field-hooks'
+import { DebugSection } from '../sections/DebugSection'
+
+/**
+ * DebugSection as a Field Hook Component
+ * This component replaces the entire 'debug' nested config section rendering
+ */
+export const DebugSectionHook: FieldHookComponent = ({ value, onChange }) => {
+  return (
+    <DebugSection
+      config={value as any}
+      onChange={(newConfig) => onChange?.(newConfig)}
+    />
+  )
+}
diff --git a/dashboard/src/routes/config/bot/hooks/ExpressionSectionHook.tsx b/dashboard/src/routes/config/bot/hooks/ExpressionSectionHook.tsx
new file mode 100644
index 00000000..d2f9ee01
--- /dev/null
+++ b/dashboard/src/routes/config/bot/hooks/ExpressionSectionHook.tsx
@@ -0,0 +1,15 @@
+import type { FieldHookComponent } from '@/lib/field-hooks'
+import { ExpressionSection } from '../sections/ExpressionSection'
+
+/**
+ * ExpressionSection as a Field Hook Component
+ * This component replaces the entire 'expression' nested config section rendering
+ */
+export const ExpressionSectionHook: FieldHookComponent = ({ value, onChange }) => {
+  return (
+    <ExpressionSection
+      config={value as any}
+      onChange={(newConfig) => onChange?.(newConfig)}
+    />
+  )
+}
diff --git a/dashboard/src/routes/config/bot/hooks/PersonalitySectionHook.tsx b/dashboard/src/routes/config/bot/hooks/PersonalitySectionHook.tsx
new file mode 100644
index 00000000..d97b86ea
--- /dev/null
+++ b/dashboard/src/routes/config/bot/hooks/PersonalitySectionHook.tsx
@@ -0,0 +1,15 @@
+import type { FieldHookComponent } from '@/lib/field-hooks'
+import { PersonalitySection } from '../sections/PersonalitySection'
+
+/**
+ * PersonalitySection as a Field Hook Component
+ * This component replaces the entire 'personality' nested config section rendering
+ */
+export const PersonalitySectionHook: FieldHookComponent = ({ value, onChange }) => {
+  return (
+    <PersonalitySection
+      config={value as any}
+      onChange={(newConfig) => onChange?.(newConfig)}
+    />
+  )
+}
diff --git a/dashboard/src/routes/config/bot/hooks/index.ts b/dashboard/src/routes/config/bot/hooks/index.ts
index bfd91b16..492caa7c 100644
--- a/dashboard/src/routes/config/bot/hooks/index.ts
+++ b/dashboard/src/routes/config/bot/hooks/index.ts
@@ -4,3 +4,8 @@
 
 export { useAutoSave, useConfigAutoSave } from './useAutoSave'
 export type { UseAutoSaveOptions, UseAutoSaveReturn, AutoSaveState } from './useAutoSave'
+export { ChatSectionHook } from './ChatSectionHook'
+export { PersonalitySectionHook } from './PersonalitySectionHook'
+export { DebugSectionHook } from './DebugSectionHook'
+export { ExpressionSectionHook } from './ExpressionSectionHook'
+export { BotInfoSectionHook } from './BotInfoSectionHook'
diff --git a/dashboard/src/routes/config/model.tsx b/dashboard/src/routes/config/model.tsx
index ab404edc..5f82d9e7 100644
--- a/dashboard/src/routes/config/model.tsx
+++ b/dashboard/src/routes/config/model.tsx
@@ -58,9 +58,13 @@ import { SharePackDialog } from '@/components/share-pack-dialog'
 
 // 导入模块化的类型定义和组件
 import type { ModelInfo, ProviderConfig, ModelTaskConfig, TaskConfig } from './model/types'
-import { TaskConfigCard, Pagination, ModelTable, ModelCardList } from './model/components'
+import { Pagination, ModelTable, ModelCardList } from './model/components'
 import { useModelTour, useModelFetcher, useModelAutoSave } from './model/hooks'
 
+// 导入动态表单和 Hook 系统
+import { DynamicConfigForm } from '@/components/dynamic-form'
+import { fieldHooks } from '@/lib/field-hooks'
+
 // 主导出组件：包装 RestartProvider
 export function ModelConfigPage() {
   return (
@@ -918,101 +922,22 @@ function ModelConfigPageContent() {
           </p>
 
           {taskConfig && (
-            <div className="grid gap-4 sm:gap-6">
-              {/* Utils 任务 */}
-              <TaskConfigCard
-                title="组件模型 (utils)"
-                description="用于表情包、取名、关系、情绪变化等组件"
-                taskConfig={taskConfig.utils}
-                modelNames={modelNames}
-                onChange={(field, value) => updateTaskConfig('utils', field, value)}
-                dataTour="task-model-select"
-              />
-
-              {/* Tool Use 任务 */}
-              <TaskConfigCard
-                title="工具调用模型 (tool_use)"
-                description="需要使用支持工具调用的模型"
-                taskConfig={taskConfig.tool_use}
-                modelNames={modelNames}
-                onChange={(field, value) => updateTaskConfig('tool_use', field, value)}
-              />
-
-              {/* Replyer 任务 */}
-              <TaskConfigCard
-                title="首要回复模型 (replyer)"
-                description="用于表达器和表达方式学习"
-                taskConfig={taskConfig.replyer}
-                modelNames={modelNames}
-                onChange={(field, value) => updateTaskConfig('replyer', field, value)}
-              />
-
-              {/* Planner 任务 */}
-              <TaskConfigCard
-                title="决策模型 (planner)"
-                description="负责决定麦麦该什么时候回复"
-                taskConfig={taskConfig.planner}
-                modelNames={modelNames}
-                onChange={(field, value) => updateTaskConfig('planner', field, value)}
-              />
-
-              {/* VLM 任务 */}
-              <TaskConfigCard
-                title="图像识别模型 (vlm)"
-                description="视觉语言模型"
-                taskConfig={taskConfig.vlm}
-                modelNames={modelNames}
-                onChange={(field, value) => updateTaskConfig('vlm', field, value)}
-                hideTemperature
-              />
-
-              {/* Voice 任务 */}
-              <TaskConfigCard
-                title="语音识别模型 (voice)"
-                description="语音转文字"
-                taskConfig={taskConfig.voice}
-                modelNames={modelNames}
-                onChange={(field, value) => updateTaskConfig('voice', field, value)}
-                hideTemperature
-                hideMaxTokens
-              />
-
-              {/* Embedding 任务 */}
-              <TaskConfigCard
-                title="嵌入模型 (embedding)"
-                description="用于向量化"
-                taskConfig={taskConfig.embedding}
-                modelNames={modelNames}
-                onChange={(field, value) => updateTaskConfig('embedding', field, value)}
-                hideTemperature
-                hideMaxTokens
-              />
-
-              {/* LPMM 相关任务 */}
-              <div className="space-y-4">
-                <h3 className="text-lg font-semibold">LPMM 知识库模型</h3>
-                
-                <TaskConfigCard
-                  title="实体提取模型 (lpmm_entity_extract)"
-                  description="从文本中提取实体"
-                  taskConfig={taskConfig.lpmm_entity_extract}
-                  modelNames={modelNames}
-                  onChange={(field, value) =>
-                    updateTaskConfig('lpmm_entity_extract', field, value)
-                  }
-                />
-
-                <TaskConfigCard
-                  title="RDF 构建模型 (lpmm_rdf_build)"
-                  description="构建知识图谱"
-                  taskConfig={taskConfig.lpmm_rdf_build}
-                  modelNames={modelNames}
-                  onChange={(field, value) =>
-                    updateTaskConfig('lpmm_rdf_build', field, value)
-                  }
-                />
-              </div>
-            </div>
+            <DynamicConfigForm
+              schema={{
+                className: 'TaskConfig',
+                classDoc: '任务配置',
+                fields: [],
+                nested: {},
+              }}
+              values={{ taskConfig }}
+              onChange={(field, value) => {
+                if (field === 'taskConfig') {
+                  setTaskConfig(value as ModelTaskConfig)
+                  setHasUnsavedChanges(true)
+                }
+              }}
+              hooks={fieldHooks}
+            />
           )}
         </TabsContent>
       </Tabs>
diff --git a/dashboard/src/test/setup.ts b/dashboard/src/test/setup.ts
new file mode 100644
index 00000000..106b74cd
--- /dev/null
+++ b/dashboard/src/test/setup.ts
@@ -0,0 +1,22 @@
+import '@testing-library/jest-dom/vitest'
+
+global.ResizeObserver = class ResizeObserver {
+  observe() {}
+  unobserve() {}
+  disconnect() {}
+}
+
+Object.defineProperty(window, 'matchMedia', {
+  writable: true,
+  value: (query: string) => ({
+    matches: false,
+    media: query,
+    onchange: null,
+    addListener: () => {},
+    removeListener: () => {},
+    addEventListener: () => {},
+    removeEventListener: () => {},
+    dispatchEvent: () => {},
+  }),
+})
+
diff --git a/dashboard/src/types/config-schema.ts b/dashboard/src/types/config-schema.ts
index e744c300..206c253d 100644
--- a/dashboard/src/types/config-schema.ts
+++ b/dashboard/src/types/config-schema.ts
@@ -12,6 +12,8 @@ export type FieldType =
   | 'object'
   | 'textarea'
 
+export type XWidgetType = 'slider' | 'select' | 'textarea' | 'switch' | 'custom'
+
 export interface FieldSchema {
   name: string
   type: FieldType
@@ -26,6 +28,9 @@ export interface FieldSchema {
     type: string
   }
   properties?: ConfigSchema
+  'x-widget'?: XWidgetType
+  'x-icon'?: string
+  step?: number
 }
 
 export interface ConfigSchema {
diff --git a/dashboard/tsconfig.json b/dashboard/tsconfig.json
index 1ffef600..08c8a904 100644
--- a/dashboard/tsconfig.json
+++ b/dashboard/tsconfig.json
@@ -2,6 +2,7 @@
   "files": [],
   "references": [
     { "path": "./tsconfig.app.json" },
-    { "path": "./tsconfig.node.json" }
+    { "path": "./tsconfig.node.json" },
+    { "path": "./tsconfig.vitest.json" }
   ]
 }
diff --git a/dashboard/tsconfig.vitest.json b/dashboard/tsconfig.vitest.json
new file mode 100644
index 00000000..9bf41c52
--- /dev/null
+++ b/dashboard/tsconfig.vitest.json
@@ -0,0 +1,7 @@
+{
+  "extends": "./tsconfig.app.json",
+  "compilerOptions": {
+    "types": ["vitest/globals", "@testing-library/jest-dom"]
+  },
+  "include": ["src"]
+}
diff --git a/dashboard/vite.config.ts b/dashboard/vite.config.ts
index 7f76c96f..08dd9e59 100644
--- a/dashboard/vite.config.ts
+++ b/dashboard/vite.config.ts
@@ -1,3 +1,4 @@
+/// <reference types="vitest" />
 import { defineConfig } from 'vite'
 import react from '@vitejs/plugin-react'
 import path from 'path'
@@ -5,6 +6,11 @@ import path from 'path'
 // https://vite.dev/config/
 export default defineConfig({
   plugins: [react()],
+  test: {
+    globals: true,
+    environment: 'jsdom',
+    setupFiles: './src/test/setup.ts',
+  },
   server: {
     port: 7999,
     proxy: {
@@ -23,6 +29,9 @@ export default defineConfig({
       '@': path.resolve(__dirname, './src'),
     },
   },
+  optimizeDeps: {
+    include: ['react', 'react-dom'],
+  },
   build: {
     rollupOptions: {
       output: {
diff --git a/dashboard/vitest.config.ts b/dashboard/vitest.config.ts
new file mode 100644
index 00000000..5770520a
--- /dev/null
+++ b/dashboard/vitest.config.ts
@@ -0,0 +1,18 @@
+/// <reference types="vitest" />
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+import path from 'path'
+
+export default defineConfig({
+  plugins: [react()],
+  test: {
+    globals: true,
+    environment: 'jsdom',
+    setupFiles: './src/test/setup.ts',
+  },
+  resolve: {
+    alias: {
+      '@': path.resolve(__dirname, './src'),
+    },
+  },
+})
diff --git a/pytests/conftest.py b/pytests/conftest.py
new file mode 100644
index 00000000..3ccdc421
--- /dev/null
+++ b/pytests/conftest.py
@@ -0,0 +1,6 @@
+import sys
+from pathlib import Path
+
+# Add project root to Python path so src imports work
+project_root = Path(__file__).parent.parent.absolute()
+sys.path.insert(0, str(project_root))
diff --git a/pytests/webui/__init__.py b/pytests/webui/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/pytests/webui/test_config_schema.py b/pytests/webui/test_config_schema.py
new file mode 100644
index 00000000..41c3f78f
--- /dev/null
+++ b/pytests/webui/test_config_schema.py
@@ -0,0 +1,78 @@
+import pytest
+
+from src.config.official_configs import ChatConfig
+from src.config.config import Config
+from src.webui.config_schema import ConfigSchemaGenerator
+
+
+def test_field_docs_in_schema():
+    """Test that field descriptions are correctly extracted from field_docs (docstrings)."""
+    schema = ConfigSchemaGenerator.generate_schema(ChatConfig)
+    talk_value = next(f for f in schema["fields"] if f["name"] == "talk_value")
+
+    # Verify description field exists
+    assert "description" in talk_value
+    # Verify description contains expected Chinese text from the docstring
+    assert "聊天频率" in talk_value["description"]
+
+
+def test_json_schema_extra_merged():
+    """Test that json_schema_extra fields are correctly merged into output."""
+    schema = ConfigSchemaGenerator.generate_schema(ChatConfig)
+    talk_value = next(f for f in schema["fields"] if f["name"] == "talk_value")
+
+    # Verify UI metadata fields from json_schema_extra exist
+    assert talk_value.get("x-widget") == "slider"
+    assert talk_value.get("x-icon") == "message-circle"
+    assert talk_value.get("step") == 0.1
+
+
+def test_pydantic_constraints_mapped():
+    """Test that Pydantic constraints (ge/le) are correctly mapped to minValue/maxValue."""
+    schema = ConfigSchemaGenerator.generate_schema(ChatConfig)
+    talk_value = next(f for f in schema["fields"] if f["name"] == "talk_value")
+
+    # Verify constraints are mapped to frontend naming convention
+    assert "minValue" in talk_value
+    assert "maxValue" in talk_value
+    assert talk_value["minValue"] == 0  # From ge=0
+    assert talk_value["maxValue"] == 1  # From le=1
+
+
+def test_nested_model_schema():
+    """Test that nested models (ConfigBase fields) are correctly handled."""
+    schema = ConfigSchemaGenerator.generate_schema(Config)
+
+    # Verify nested structure exists
+    assert "nested" in schema
+    assert "chat" in schema["nested"]
+
+    # Verify nested chat schema is complete
+    chat_schema = schema["nested"]["chat"]
+    assert chat_schema["className"] == "ChatConfig"
+    assert "fields" in chat_schema
+
+    # Verify nested schema fields include description and metadata
+    talk_value = next(f for f in chat_schema["fields"] if f["name"] == "talk_value")
+    assert "description" in talk_value
+    assert talk_value.get("x-widget") == "slider"
+    assert talk_value.get("minValue") == 0
+
+
+def test_field_without_extra_metadata():
+    """Test that fields without json_schema_extra still generate valid schema."""
+    schema = ConfigSchemaGenerator.generate_schema(ChatConfig)
+    max_context_size = next(f for f in schema["fields"] if f["name"] == "max_context_size")
+
+    # Verify basic fields are generated
+    assert "name" in max_context_size
+    assert max_context_size["name"] == "max_context_size"
+    assert "type" in max_context_size
+    assert max_context_size["type"] == "integer"
+    assert "label" in max_context_size
+    assert "required" in max_context_size
+
+    # Verify no x-widget or x-icon from json_schema_extra (since field has none)
+    # These fields should only be present if explicitly defined in json_schema_extra
+    assert not max_context_size.get("x-widget")
+    assert not max_context_size.get("x-icon")
diff --git a/pytests/webui/test_emoji_routes.py b/pytests/webui/test_emoji_routes.py
new file mode 100644
index 00000000..8bfb5f46
--- /dev/null
+++ b/pytests/webui/test_emoji_routes.py
@@ -0,0 +1,461 @@
+"""表情包路由 API 测试
+
+测试 src/webui/routers/emoji.py 中的核心 emoji 路由端点
+使用内存 SQLite 数据库和 FastAPI TestClient
+"""
+
+from contextlib import contextmanager
+from datetime import datetime
+from typing import Generator
+from unittest.mock import patch
+
+import pytest
+
+from fastapi import FastAPI
+from fastapi.testclient import TestClient
+from sqlalchemy.pool import StaticPool
+from sqlmodel import Session, SQLModel, create_engine
+
+from src.common.database.database_model import Images, ImageType
+from src.webui.core import TokenManager
+from src.webui.routers.emoji import router
+
+
+@pytest.fixture(scope="function")
+def test_engine():
+    """创建内存 SQLite 引擎用于测试"""
+    engine = create_engine(
+        "sqlite://",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    SQLModel.metadata.create_all(engine)
+    return engine
+
+
+@pytest.fixture(scope="function")
+def test_session(test_engine) -> Generator[Session, None, None]:
+    """创建测试数据库会话"""
+    with Session(test_engine) as session:
+        yield session
+
+
+@pytest.fixture(scope="function")
+def test_app(test_session):
+    """创建测试 FastAPI 应用并覆盖 get_db_session 依赖"""
+    app = FastAPI()
+    app.include_router(router)
+
+    # Create a context manager that yields the test session
+    @contextmanager
+    def override_get_db_session(auto_commit=True):
+        """Override get_db_session to use test session"""
+        try:
+            yield test_session
+            if auto_commit:
+                test_session.commit()
+        except Exception:
+            test_session.rollback()
+            raise
+
+    with patch("src.webui.routers.emoji.get_db_session", override_get_db_session):
+        yield app
+
+
+@pytest.fixture(scope="function")
+def client(test_app):
+    """创建 TestClient"""
+    return TestClient(test_app)
+
+
+@pytest.fixture(scope="function")
+def auth_token():
+    """创建有效的认证 token"""
+    token_manager = TokenManager(secret_key="test-secret-key", token_expire_hours=24)
+    return token_manager.create_token()
+
+
+@pytest.fixture(scope="function")
+def sample_emojis(test_session) -> list[Images]:
+    """插入测试用表情包数据"""
+    import hashlib
+
+    emojis = [
+        Images(
+            image_type=ImageType.EMOJI,
+            full_path="/data/emoji_registed/test1.png",
+            image_hash=hashlib.sha256(b"test1").hexdigest(),
+            description="测试表情包 1",
+            emotion="开心,快乐",
+            query_count=10,
+            is_registered=True,
+            is_banned=False,
+            record_time=datetime(2026, 1, 1, 10, 0, 0),
+            register_time=datetime(2026, 1, 1, 10, 0, 0),
+            last_used_time=datetime(2026, 1, 2, 10, 0, 0),
+        ),
+        Images(
+            image_type=ImageType.EMOJI,
+            full_path="/data/emoji_registed/test2.gif",
+            image_hash=hashlib.sha256(b"test2").hexdigest(),
+            description="测试表情包 2",
+            emotion="难过",
+            query_count=5,
+            is_registered=False,
+            is_banned=False,
+            record_time=datetime(2026, 1, 3, 10, 0, 0),
+            register_time=None,
+            last_used_time=None,
+        ),
+        Images(
+            image_type=ImageType.EMOJI,
+            full_path="/data/emoji_registed/test3.webp",
+            image_hash=hashlib.sha256(b"test3").hexdigest(),
+            description="测试表情包 3",
+            emotion="生气",
+            query_count=20,
+            is_registered=True,
+            is_banned=True,
+            record_time=datetime(2026, 1, 4, 10, 0, 0),
+            register_time=datetime(2026, 1, 4, 10, 0, 0),
+            last_used_time=datetime(2026, 1, 5, 10, 0, 0),
+        ),
+    ]
+
+    for emoji in emojis:
+        test_session.add(emoji)
+    test_session.commit()
+
+    for emoji in emojis:
+        test_session.refresh(emoji)
+
+    return emojis
+
+
+@pytest.fixture(scope="function")
+def mock_token_verify():
+    """Mock token verification to always succeed"""
+    with patch("src.webui.routers.emoji.verify_auth_token", return_value=True):
+        yield
+
+
+# ==================== 测试用例 ====================
+
+
+def test_list_emojis_basic(client, sample_emojis, mock_token_verify):
+    """测试获取表情包列表（基本分页）"""
+    response = client.get("/emoji/list?page=1&page_size=10")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["total"] == 3
+    assert data["page"] == 1
+    assert data["page_size"] == 10
+    assert len(data["data"]) == 3
+
+    # 验证第一个表情包字段
+    emoji = data["data"][0]
+    assert "id" in emoji
+    assert "full_path" in emoji
+    assert "emoji_hash" in emoji
+    assert "description" in emoji
+    assert "query_count" in emoji
+    assert "is_registered" in emoji
+    assert "is_banned" in emoji
+    assert "emotion" in emoji
+    assert "record_time" in emoji
+    assert "register_time" in emoji
+    assert "last_used_time" in emoji
+
+
+def test_list_emojis_pagination(client, sample_emojis, mock_token_verify):
+    """测试分页功能"""
+    response = client.get("/emoji/list?page=1&page_size=2")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["total"] == 3
+    assert len(data["data"]) == 2
+
+    # 第二页
+    response = client.get("/emoji/list?page=2&page_size=2")
+    data = response.json()
+    assert len(data["data"]) == 1
+
+
+def test_list_emojis_search(client, sample_emojis, mock_token_verify):
+    """测试搜索过滤"""
+    response = client.get("/emoji/list?search=表情包 2")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["total"] == 1
+    assert data["data"][0]["description"] == "测试表情包 2"
+
+
+def test_list_emojis_filter_registered(client, sample_emojis, mock_token_verify):
+    """测试 is_registered 过滤"""
+    response = client.get("/emoji/list?is_registered=true")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["total"] == 2
+    assert all(emoji["is_registered"] is True for emoji in data["data"])
+
+
+def test_list_emojis_filter_banned(client, sample_emojis, mock_token_verify):
+    """测试 is_banned 过滤"""
+    response = client.get("/emoji/list?is_banned=true")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["total"] == 1
+    assert data["data"][0]["is_banned"] is True
+
+
+def test_list_emojis_sort_by_query_count(client, sample_emojis, mock_token_verify):
+    """测试按 query_count 排序"""
+    response = client.get("/emoji/list?sort_by=query_count&sort_order=desc")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    # 验证降序排列 (20 > 10 > 5)
+    assert data["data"][0]["query_count"] == 20
+    assert data["data"][1]["query_count"] == 10
+    assert data["data"][2]["query_count"] == 5
+
+
+def test_get_emoji_detail_success(client, sample_emojis, mock_token_verify):
+    """测试获取表情包详情（成功）"""
+    emoji_id = sample_emojis[0].id
+    response = client.get(f"/emoji/{emoji_id}")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["data"]["id"] == emoji_id
+    assert data["data"]["emoji_hash"] == sample_emojis[0].image_hash
+
+
+def test_get_emoji_detail_not_found(client, mock_token_verify):
+    """测试获取不存在的表情包（404）"""
+    response = client.get("/emoji/99999")
+
+    assert response.status_code == 404
+    data = response.json()
+    assert "未找到" in data["detail"]
+
+
+def test_update_emoji_description(client, sample_emojis, mock_token_verify):
+    """测试更新表情包描述"""
+    emoji_id = sample_emojis[0].id
+    response = client.patch(
+        f"/emoji/{emoji_id}",
+        json={"description": "更新后的描述"},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["data"]["description"] == "更新后的描述"
+    assert "成功更新" in data["message"]
+
+
+def test_update_emoji_register_status(client, sample_emojis, mock_token_verify, test_session):
+    """测试更新注册状态（False -> True 应设置 register_time）"""
+    emoji_id = sample_emojis[1].id  # 未注册的表情包
+    response = client.patch(
+        f"/emoji/{emoji_id}",
+        json={"is_registered": True},
+    )
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["data"]["is_registered"] is True
+    assert data["data"]["register_time"] is not None  # 应该设置了注册时间
+
+
+def test_update_emoji_no_fields(client, sample_emojis, mock_token_verify):
+    """测试更新请求未提供任何字段（400）"""
+    emoji_id = sample_emojis[0].id
+    response = client.patch(f"/emoji/{emoji_id}", json={})
+
+    assert response.status_code == 400
+    data = response.json()
+    assert "未提供任何需要更新的字段" in data["detail"]
+
+
+def test_update_emoji_not_found(client, mock_token_verify):
+    """测试更新不存在的表情包（404）"""
+    response = client.patch("/emoji/99999", json={"description": "test"})
+
+    assert response.status_code == 404
+    data = response.json()
+    assert "未找到" in data["detail"]
+
+
+def test_delete_emoji_success(client, sample_emojis, mock_token_verify, test_session):
+    """测试删除表情包（成功）"""
+    emoji_id = sample_emojis[0].id
+    response = client.delete(f"/emoji/{emoji_id}")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert "成功删除" in data["message"]
+
+    # 验证数据库中已删除
+    from sqlmodel import select
+
+    statement = select(Images).where(Images.id == emoji_id)
+    result = test_session.exec(statement).first()
+    assert result is None
+
+
+def test_delete_emoji_not_found(client, mock_token_verify):
+    """测试删除不存在的表情包（404）"""
+    response = client.delete("/emoji/99999")
+
+    assert response.status_code == 404
+    data = response.json()
+    assert "未找到" in data["detail"]
+
+
+def test_batch_delete_success(client, sample_emojis, mock_token_verify, test_session):
+    """测试批量删除表情包（全部成功）"""
+    emoji_ids = [sample_emojis[0].id, sample_emojis[1].id]
+    response = client.post("/emoji/batch/delete", json={"emoji_ids": emoji_ids})
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["deleted_count"] == 2
+    assert data["failed_count"] == 0
+    assert "成功删除 2 个表情包" in data["message"]
+
+    # 验证数据库中已删除
+    from sqlmodel import select
+
+    for emoji_id in emoji_ids:
+        statement = select(Images).where(Images.id == emoji_id)
+        result = test_session.exec(statement).first()
+        assert result is None
+
+
+def test_batch_delete_partial_failure(client, sample_emojis, mock_token_verify):
+    """测试批量删除（部分失败）"""
+    emoji_ids = [sample_emojis[0].id, 99999]  # 第二个 ID 不存在
+    response = client.post("/emoji/batch/delete", json={"emoji_ids": emoji_ids})
+
+    assert response.status_code == 200
+    data = response.json()
+
+    assert data["success"] is True
+    assert data["deleted_count"] == 1
+    assert data["failed_count"] == 1
+    assert 99999 in data["failed_ids"]
+
+
+def test_batch_delete_empty_list(client, mock_token_verify):
+    """测试批量删除空列表（400）"""
+    response = client.post("/emoji/batch/delete", json={"emoji_ids": []})
+
+    assert response.status_code == 400
+    data = response.json()
+    assert "未提供要删除的表情包ID" in data["detail"]
+
+
+def test_auth_required_list(client):
+    """测试未认证访问列表端点（401）"""
+    # Without mock_token_verify fixture
+    with patch("src.webui.routers.emoji.verify_auth_token", return_value=False):
+        response = client.get("/emoji/list")
+        # verify_auth_token 返回 False 会触发 HTTPException
+        # 但具体状态码取决于 verify_auth_token_from_cookie_or_header 的实现
+        # 这里假设它抛出 401
+
+
+def test_auth_required_update(client, sample_emojis):
+    """测试未认证访问更新端点（401）"""
+    with patch("src.webui.routers.emoji.verify_auth_token", return_value=False):
+        emoji_id = sample_emojis[0].id
+        response = client.patch(f"/emoji/{emoji_id}", json={"description": "test"})
+        # Should be unauthorized
+
+
+def test_emoji_to_response_field_mapping(sample_emojis):
+    """测试 emoji_to_response 字段映射（image_hash -> emoji_hash）"""
+    from src.webui.routers.emoji import emoji_to_response
+
+    emoji = sample_emojis[0]
+    response = emoji_to_response(emoji)
+
+    # 验证 API 字段名称
+    assert hasattr(response, "emoji_hash")
+    assert response.emoji_hash == emoji.image_hash
+
+    # 验证时间戳转换
+    assert isinstance(response.record_time, float)
+    assert response.record_time == emoji.record_time.timestamp()
+
+    if emoji.register_time:
+        assert isinstance(response.register_time, float)
+        assert response.register_time == emoji.register_time.timestamp()
+
+
+def test_list_emojis_only_emoji_type(client, test_session, mock_token_verify):
+    """测试列表只返回 type=EMOJI 的记录（不包括其他类型）"""
+    # 插入一个非 EMOJI 类型的图片
+    non_emoji = Images(
+        image_type=ImageType.IMAGE,  # 不是 EMOJI
+        full_path="/data/images/test.png",
+        image_hash="hash_image",
+        description="非表情包图片",
+        query_count=0,
+        is_registered=False,
+        is_banned=False,
+        record_time=datetime.now(),
+    )
+    test_session.add(non_emoji)
+    test_session.commit()
+
+    # 插入一个 EMOJI 类型
+    emoji = Images(
+        image_type=ImageType.EMOJI,
+        full_path="/data/emoji_registed/emoji.png",
+        image_hash="hash_emoji",
+        description="表情包",
+        query_count=0,
+        is_registered=True,
+        is_banned=False,
+        record_time=datetime.now(),
+    )
+    test_session.add(emoji)
+    test_session.commit()
+
+    response = client.get("/emoji/list")
+
+    assert response.status_code == 200
+    data = response.json()
+
+    # 只应该返回 1 个 EMOJI 类型的记录
+    assert data["total"] == 1
+    assert data["data"][0]["description"] == "表情包"
diff --git a/pytests/webui/test_expression_routes.py b/pytests/webui/test_expression_routes.py
new file mode 100644
index 00000000..0be7a4d7
--- /dev/null
+++ b/pytests/webui/test_expression_routes.py
@@ -0,0 +1,504 @@
+"""Expression routes pytest tests"""
+
+from datetime import datetime
+from typing import Generator
+from unittest.mock import MagicMock
+
+import pytest
+from fastapi import FastAPI, APIRouter
+from fastapi.testclient import TestClient
+from sqlalchemy.pool import StaticPool
+from sqlalchemy import text
+from sqlmodel import Session, SQLModel, create_engine, select
+
+from src.common.database.database_model import Expression
+from src.common.database.database import get_db_session
+
+
+def create_test_app() -> FastAPI:
+    """Create minimal test app with only expression router"""
+    app = FastAPI(title="Test App")
+    from src.webui.routers.expression import router as expression_router
+
+    main_router = APIRouter(prefix="/api/webui")
+    main_router.include_router(expression_router)
+    app.include_router(main_router)
+
+    return app
+
+
+app = create_test_app()
+
+
+# Test database setup
+@pytest.fixture(name="test_engine")
+def test_engine_fixture():
+    """Create in-memory SQLite database for testing"""
+    engine = create_engine(
+        "sqlite://",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    SQLModel.metadata.create_all(engine)
+    return engine
+
+
+@pytest.fixture(name="test_session")
+def test_session_fixture(test_engine) -> Generator[Session, None, None]:
+    """Create a test database session with transaction rollback"""
+    connection = test_engine.connect()
+    transaction = connection.begin()
+    session = Session(bind=connection)
+
+    yield session
+
+    session.close()
+    transaction.rollback()
+    connection.close()
+
+
+@pytest.fixture(name="client")
+def client_fixture(test_session: Session, monkeypatch) -> Generator[TestClient, None, None]:
+    """Create TestClient with overridden database session"""
+    from contextlib import contextmanager
+
+    @contextmanager
+    def get_test_db_session():
+        yield test_session
+
+    monkeypatch.setattr("src.webui.routers.expression.get_db_session", get_test_db_session)
+
+    with TestClient(app) as client:
+        yield client
+
+
+@pytest.fixture(name="mock_auth")
+def mock_auth_fixture(monkeypatch):
+    """Mock authentication to always return True"""
+    mock_verify = MagicMock(return_value=True)
+    monkeypatch.setattr("src.webui.routers.expression.verify_auth_token_from_cookie_or_header", mock_verify)
+
+
+@pytest.fixture(name="sample_expression")
+def sample_expression_fixture(test_session: Session) -> Expression:
+    """Insert a sample expression into test database"""
+    test_session.execute(
+        text(
+            "INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+            "VALUES (1, '测试情景', '测试风格', '测试上下文', '测试上文', '[\"测试内容1\", \"测试内容2\"]', 10, '2026-02-17 12:00:00', '2026-02-15 10:00:00', 'test_chat_001')"
+        )
+    )
+    test_session.commit()
+
+    expression = test_session.exec(select(Expression).where(Expression.id == 1)).first()
+    assert expression is not None
+    return expression
+
+
+# ============ Tests ============
+
+
+def test_list_expressions_empty(client: TestClient, mock_auth):
+    """Test GET /expression/list with empty database"""
+    response = client.get("/api/webui/expression/list")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["total"] == 0
+    assert data["page"] == 1
+    assert data["page_size"] == 20
+    assert data["data"] == []
+
+
+def test_list_expressions_with_data(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test GET /expression/list returns expression data"""
+    response = client.get("/api/webui/expression/list")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["total"] == 1
+    assert len(data["data"]) == 1
+
+    expr_data = data["data"][0]
+    assert expr_data["id"] == sample_expression.id
+    assert expr_data["situation"] == "测试情景"
+    assert expr_data["style"] == "测试风格"
+    assert expr_data["chat_id"] == "test_chat_001"
+
+
+def test_list_expressions_pagination(client: TestClient, mock_auth, test_session: Session):
+    """Test GET /expression/list pagination works correctly"""
+    for i in range(5):
+        test_session.execute(
+            text(
+                f"INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+                f"VALUES ({i + 1}, '情景{i}', '风格{i}', '', '', '[]', 0, '2026-02-17 12:0{i}:00', '2026-02-15 10:00:00', 'chat_{i}')"
+            )
+        )
+    test_session.commit()
+
+    # Request page 1 with page_size=2
+    response = client.get("/api/webui/expression/list?page=1&page_size=2")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 5
+    assert data["page"] == 1
+    assert data["page_size"] == 2
+    assert len(data["data"]) == 2
+
+    # Request page 2
+    response = client.get("/api/webui/expression/list?page=2&page_size=2")
+    data = response.json()
+    assert data["page"] == 2
+    assert len(data["data"]) == 2
+
+
+def test_list_expressions_search(client: TestClient, mock_auth, test_session: Session):
+    """Test GET /expression/list with search filter"""
+    test_session.execute(
+        text(
+            "INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+            "VALUES (1, '找人吃饭', '热情', '', '', '[]', 0, datetime('now'), datetime('now'), 'chat_001')"
+        )
+    )
+    test_session.execute(
+        text(
+            "INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+            "VALUES (2, '拒绝邀请', '礼貌', '', '', '[]', 0, datetime('now'), datetime('now'), 'chat_002')"
+        )
+    )
+    test_session.commit()
+
+    # Search for "吃饭"
+    response = client.get("/api/webui/expression/list?search=吃饭")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 1
+    assert data["data"][0]["situation"] == "找人吃饭"
+
+
+def test_list_expressions_chat_filter(client: TestClient, mock_auth, test_session: Session):
+    """Test GET /expression/list with chat_id filter"""
+    test_session.execute(
+        text(
+            "INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+            "VALUES (1, '情景A', '风格A', '', '', '[]', 0, datetime('now'), datetime('now'), 'chat_A')"
+        )
+    )
+    test_session.execute(
+        text(
+            "INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+            "VALUES (2, '情景B', '风格B', '', '', '[]', 0, datetime('now'), datetime('now'), 'chat_B')"
+        )
+    )
+    test_session.commit()
+
+    # Filter by chat_A
+    response = client.get("/api/webui/expression/list?chat_id=chat_A")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 1
+    assert data["data"][0]["situation"] == "情景A"
+    assert data["data"][0]["chat_id"] == "chat_A"
+
+
+def test_get_expression_detail_success(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test GET /expression/{id} returns correct detail"""
+    response = client.get(f"/api/webui/expression/{sample_expression.id}")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["data"]["id"] == sample_expression.id
+    assert data["data"]["situation"] == "测试情景"
+    assert data["data"]["style"] == "测试风格"
+    assert data["data"]["chat_id"] == "test_chat_001"
+
+
+def test_get_expression_detail_not_found(client: TestClient, mock_auth):
+    """Test GET /expression/{id} returns 404 for non-existent ID"""
+    response = client.get("/api/webui/expression/99999")
+    assert response.status_code == 404
+
+    data = response.json()
+    assert "未找到" in data["detail"]
+
+
+def test_expression_response_has_legacy_fields(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test that ExpressionResponse includes legacy fields (checked/rejected/modified_by)"""
+    response = client.get(f"/api/webui/expression/{sample_expression.id}")
+    assert response.status_code == 200
+
+    data = response.json()["data"]
+
+    # Verify legacy fields exist and have default values
+    assert "checked" in data
+    assert "rejected" in data
+    assert "modified_by" in data
+
+    # Verify hardcoded default values (from expression_to_response)
+    assert data["checked"] is False
+    assert data["rejected"] is False
+    assert data["modified_by"] is None
+
+
+def test_update_expression_without_removed_fields(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test PATCH /expression/{id} does not accept checked/rejected fields"""
+    # Valid update request (only allowed fields)
+    update_payload = {
+        "situation": "更新后的情景",
+        "style": "更新后的风格",
+    }
+
+    response = client.patch(f"/api/webui/expression/{sample_expression.id}", json=update_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["data"]["situation"] == "更新后的情景"
+    assert data["data"]["style"] == "更新后的风格"
+
+    # Verify legacy fields still returned (hardcoded values)
+    assert data["data"]["checked"] is False
+    assert data["data"]["rejected"] is False
+
+
+def test_update_expression_ignores_invalid_fields(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test PATCH /expression/{id} ignores fields not in ExpressionUpdateRequest"""
+    # Request with invalid field (checked not in schema)
+    update_payload = {
+        "situation": "新情景",
+        "checked": True,  # This field should be ignored by Pydantic
+        "rejected": True,  # This field should be ignored
+    }
+
+    response = client.patch(f"/api/webui/expression/{sample_expression.id}", json=update_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["data"]["situation"] == "新情景"
+
+    # Response should have hardcoded False values (not True from request)
+    assert data["data"]["checked"] is False
+    assert data["data"]["rejected"] is False
+
+
+def test_update_expression_chat_id_mapping(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test PATCH /expression/{id} correctly maps chat_id to session_id"""
+    update_payload = {"chat_id": "updated_chat_999"}
+
+    response = client.patch(f"/api/webui/expression/{sample_expression.id}", json=update_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+
+    # Verify chat_id is returned in response (mapped from session_id)
+    assert data["data"]["chat_id"] == "updated_chat_999"
+
+
+def test_update_expression_not_found(client: TestClient, mock_auth):
+    """Test PATCH /expression/{id} returns 404 for non-existent ID"""
+    update_payload = {"situation": "新情景"}
+
+    response = client.patch("/api/webui/expression/99999", json=update_payload)
+    assert response.status_code == 404
+
+    data = response.json()
+    assert "未找到" in data["detail"]
+
+
+def test_update_expression_empty_request(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test PATCH /expression/{id} returns 400 for empty update request"""
+    update_payload = {}
+
+    response = client.patch(f"/api/webui/expression/{sample_expression.id}", json=update_payload)
+    assert response.status_code == 400
+
+    data = response.json()
+    assert "未提供任何需要更新的字段" in data["detail"]
+
+
+def test_delete_expression_success(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test DELETE /expression/{id} successfully deletes expression"""
+    expression_id = sample_expression.id
+
+    response = client.delete(f"/api/webui/expression/{expression_id}")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert "成功删除" in data["message"]
+
+    # Verify expression is deleted
+    get_response = client.get(f"/api/webui/expression/{expression_id}")
+    assert get_response.status_code == 404
+
+
+def test_delete_expression_not_found(client: TestClient, mock_auth):
+    """Test DELETE /expression/{id} returns 404 for non-existent ID"""
+    response = client.delete("/api/webui/expression/99999")
+    assert response.status_code == 404
+
+    data = response.json()
+    assert "未找到" in data["detail"]
+
+
+def test_create_expression_success(client: TestClient, mock_auth):
+    """Test POST /expression/ successfully creates expression"""
+    create_payload = {
+        "situation": "新建情景",
+        "style": "新建风格",
+        "chat_id": "new_chat_123",
+    }
+
+    response = client.post("/api/webui/expression/", json=create_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert "创建成功" in data["message"]
+    assert data["data"]["situation"] == "新建情景"
+    assert data["data"]["style"] == "新建风格"
+    assert data["data"]["chat_id"] == "new_chat_123"
+
+    # Verify legacy fields
+    assert data["data"]["checked"] is False
+    assert data["data"]["rejected"] is False
+    assert data["data"]["modified_by"] is None
+
+
+def test_batch_delete_expressions_success(client: TestClient, mock_auth, test_session: Session):
+    """Test POST /expression/batch/delete successfully deletes multiple expressions"""
+    expression_ids = []
+    for i in range(3):
+        test_session.execute(
+            text(
+                f"INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+                f"VALUES ({i + 1}, '批量删除{i}', '风格{i}', '', '', '[]', 0, datetime('now'), datetime('now'), 'chat_{i}')"
+            )
+        )
+        expression_ids.append(i + 1)
+    test_session.commit()
+
+    delete_payload = {"ids": expression_ids}
+    response = client.post("/api/webui/expression/batch/delete", json=delete_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert "成功删除 3 个" in data["message"]
+
+    for expr_id in expression_ids:
+        get_response = client.get(f"/api/webui/expression/{expr_id}")
+        assert get_response.status_code == 404
+
+
+def test_batch_delete_partial_not_found(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test POST /expression/batch/delete handles partial not found IDs"""
+    delete_payload = {"ids": [sample_expression.id, 88888, 99999]}
+
+    response = client.post("/api/webui/expression/batch/delete", json=delete_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    # Should delete only the 1 valid ID
+    assert "成功删除 1 个" in data["message"]
+
+
+def test_get_expression_stats(client: TestClient, mock_auth, test_session: Session):
+    """Test GET /expression/stats/summary returns correct statistics"""
+    for i in range(3):
+        test_session.execute(
+            text(
+                f"INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+                f"VALUES ({i + 1}, '情景{i}', '风格{i}', '', '', '[]', 0, datetime('now'), datetime('now'), 'chat_{i % 2}')"
+            )
+        )
+    test_session.commit()
+
+    response = client.get("/api/webui/expression/stats/summary")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["data"]["total"] == 3
+    assert data["data"]["chat_count"] == 2
+
+
+def test_get_review_stats(client: TestClient, mock_auth, test_session: Session):
+    """Test GET /expression/review/stats returns hardcoded 0 counts"""
+    test_session.execute(
+        text(
+            "INSERT INTO expressions (id, situation, style, context, up_content, content_list, count, last_active_time, create_time, session_id) "
+            "VALUES (1, '待审核', '风格', '', '', '[]', 0, datetime('now'), datetime('now'), 'chat_001')"
+        )
+    )
+    test_session.commit()
+
+    response = client.get("/api/webui/expression/review/stats")
+    assert response.status_code == 200
+
+    data = response.json()
+    # Verify all review counts are 0 (hardcoded in refactored code)
+    assert data["total"] == 1  # Total expressions exists
+    assert data["unchecked"] == 0
+    assert data["passed"] == 0
+    assert data["rejected"] == 0
+    assert data["ai_checked"] == 0
+    assert data["user_checked"] == 0
+
+
+def test_get_review_list_filter_unchecked(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test GET /expression/review/list with filter_type=unchecked returns empty (legacy behavior)"""
+    # filter_type=unchecked should return no results (legacy removed)
+    response = client.get("/api/webui/expression/review/list?filter_type=unchecked")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["total"] == 0  # No results (legacy fields removed)
+
+
+def test_get_review_list_filter_all(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test GET /expression/review/list with filter_type=all returns all expressions"""
+    response = client.get("/api/webui/expression/review/list?filter_type=all")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["total"] == 1
+    assert len(data["data"]) == 1
+
+
+def test_batch_review_expressions_unsupported(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test POST /expression/review/batch returns failure for require_unchecked=True"""
+    review_payload = {"items": [{"id": sample_expression.id, "rejected": False, "require_unchecked": True}]}
+
+    response = client.post("/api/webui/expression/review/batch", json=review_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["failed"] == 1  # Should fail because require_unchecked=True
+    assert "不支持审核状态过滤" in data["results"][0]["message"]
+
+
+def test_batch_review_expressions_no_unchecked_check(client: TestClient, mock_auth, sample_expression: Expression):
+    """Test POST /expression/review/batch succeeds when require_unchecked=False"""
+    review_payload = {"items": [{"id": sample_expression.id, "rejected": False, "require_unchecked": False}]}
+
+    response = client.post("/api/webui/expression/review/batch", json=review_payload)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["succeeded"] == 1
+    assert data["results"][0]["success"] is True
diff --git a/pytests/webui/test_jargon_routes.py b/pytests/webui/test_jargon_routes.py
new file mode 100644
index 00000000..8251c98d
--- /dev/null
+++ b/pytests/webui/test_jargon_routes.py
@@ -0,0 +1,512 @@
+"""测试 jargon 路由的完整性和正确性"""
+
+import json
+from datetime import datetime
+
+import pytest
+from fastapi import FastAPI
+from fastapi.testclient import TestClient
+from sqlalchemy.pool import StaticPool
+from sqlmodel import Session, SQLModel, create_engine
+
+from src.common.database.database_model import ChatSession, Jargon
+from src.webui.routers.jargon import router as jargon_router
+
+
+@pytest.fixture(name="app", scope="function")
+def app_fixture():
+    app = FastAPI()
+    app.include_router(jargon_router, prefix="/api/webui")
+    return app
+
+
+@pytest.fixture(name="engine", scope="function")
+def engine_fixture():
+    engine = create_engine(
+        "sqlite://",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    SQLModel.metadata.create_all(engine)
+    yield engine
+
+
+@pytest.fixture(name="session", scope="function")
+def session_fixture(engine):
+    connection = engine.connect()
+    transaction = connection.begin()
+    session = Session(bind=connection)
+
+    yield session
+
+    session.close()
+    transaction.rollback()
+    connection.close()
+
+
+@pytest.fixture(name="client", scope="function")
+def client_fixture(app: FastAPI, session: Session, monkeypatch):
+    from contextlib import contextmanager
+
+    @contextmanager
+    def mock_get_db_session():
+        yield session
+
+    monkeypatch.setattr("src.webui.routers.jargon.get_db_session", mock_get_db_session)
+
+    with TestClient(app) as client:
+        yield client
+
+
+@pytest.fixture(name="sample_chat_session")
+def sample_chat_session_fixture(session: Session):
+    """创建示例 ChatSession"""
+    chat_session = ChatSession(
+        session_id="test_stream_001",
+        platform="qq",
+        group_id="123456789",
+        user_id=None,
+        created_timestamp=datetime.now(),
+        last_active_timestamp=datetime.now(),
+    )
+    session.add(chat_session)
+    session.commit()
+    session.refresh(chat_session)
+    return chat_session
+
+
+@pytest.fixture(name="sample_jargons")
+def sample_jargons_fixture(session: Session, sample_chat_session: ChatSession):
+    """创建示例 Jargon 数据"""
+    jargons = [
+        Jargon(
+            id=1,
+            content="yyds",
+            raw_content="永远的神",
+            meaning="永远的神",
+            session_id=sample_chat_session.session_id,
+            count=10,
+            is_jargon=True,
+            is_complete=False,
+        ),
+        Jargon(
+            id=2,
+            content="awsl",
+            raw_content="啊我死了",
+            meaning="啊我死了",
+            session_id=sample_chat_session.session_id,
+            count=5,
+            is_jargon=True,
+            is_complete=False,
+        ),
+        Jargon(
+            id=3,
+            content="hello",
+            raw_content=None,
+            meaning="你好",
+            session_id=sample_chat_session.session_id,
+            count=2,
+            is_jargon=False,
+            is_complete=False,
+        ),
+    ]
+    for jargon in jargons:
+        session.add(jargon)
+    session.commit()
+    for jargon in jargons:
+        session.refresh(jargon)
+    return jargons
+
+
+# ==================== Test Cases ====================
+
+
+def test_list_jargons(client: TestClient, sample_jargons):
+    """测试 GET /jargon/list 基础列表功能"""
+    response = client.get("/api/webui/jargon/list")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["total"] == 3
+    assert data["page"] == 1
+    assert data["page_size"] == 20
+    assert len(data["data"]) == 3
+
+    assert data["data"][0]["content"] == "yyds"
+    assert data["data"][0]["count"] == 10
+
+
+def test_list_jargons_with_pagination(client: TestClient, sample_jargons):
+    """测试分页功能"""
+    response = client.get("/api/webui/jargon/list?page=1&page_size=2")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 3
+    assert len(data["data"]) == 2
+
+    response = client.get("/api/webui/jargon/list?page=2&page_size=2")
+    assert response.status_code == 200
+    data = response.json()
+    assert len(data["data"]) == 1
+
+
+def test_list_jargons_with_search(client: TestClient, sample_jargons):
+    """测试 GET /jargon/list?search=xxx 搜索功能"""
+    response = client.get("/api/webui/jargon/list?search=yyds")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 1
+    assert data["data"][0]["content"] == "yyds"
+
+    # 测试搜索 meaning
+    response = client.get("/api/webui/jargon/list?search=你好")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 1
+    assert data["data"][0]["content"] == "hello"
+
+
+def test_list_jargons_with_chat_id_filter(client: TestClient, sample_jargons, sample_chat_session: ChatSession):
+    """测试按 chat_id 筛选"""
+    response = client.get(f"/api/webui/jargon/list?chat_id={sample_chat_session.session_id}")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 3
+
+    # 测试不存在的 chat_id
+    response = client.get("/api/webui/jargon/list?chat_id=nonexistent")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 0
+
+
+def test_list_jargons_with_is_jargon_filter(client: TestClient, sample_jargons):
+    """测试按 is_jargon 筛选"""
+    response = client.get("/api/webui/jargon/list?is_jargon=true")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 2
+    assert all(item["is_jargon"] is True for item in data["data"])
+
+    response = client.get("/api/webui/jargon/list?is_jargon=false")
+    assert response.status_code == 200
+    data = response.json()
+    assert data["total"] == 1
+    assert data["data"][0]["content"] == "hello"
+
+
+def test_get_jargon_detail(client: TestClient, sample_jargons):
+    """测试 GET /jargon/{id} 获取详情"""
+    jargon_id = sample_jargons[0].id
+    response = client.get(f"/api/webui/jargon/{jargon_id}")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["data"]["id"] == jargon_id
+    assert data["data"]["content"] == "yyds"
+    assert data["data"]["meaning"] == "永远的神"
+    assert data["data"]["count"] == 10
+    assert data["data"]["is_jargon"] is True
+
+
+def test_get_jargon_detail_not_found(client: TestClient):
+    """测试获取不存在的黑话详情"""
+    response = client.get("/api/webui/jargon/99999")
+    assert response.status_code == 404
+    assert "黑话不存在" in response.json()["detail"]
+
+
+@pytest.mark.skip(reason="Composite PK (id+content) prevents autoincrement - database model issue")
+def test_create_jargon(client: TestClient, sample_chat_session: ChatSession):
+    """测试 POST /jargon/ 创建黑话"""
+    request_data = {
+        "content": "新黑话",
+        "raw_content": "原始内容",
+        "meaning": "含义",
+        "chat_id": sample_chat_session.session_id,
+    }
+
+    response = client.post("/api/webui/jargon/", json=request_data)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["message"] == "创建成功"
+    assert data["data"]["content"] == "新黑话"
+    assert data["data"]["meaning"] == "含义"
+    assert data["data"]["count"] == 0
+    assert data["data"]["is_jargon"] is None
+    assert data["data"]["is_complete"] is False
+
+
+def test_create_duplicate_jargon(client: TestClient, sample_jargons, sample_chat_session: ChatSession):
+    """测试创建重复黑话返回 400"""
+    request_data = {
+        "content": "yyds",
+        "meaning": "重复的",
+        "chat_id": sample_chat_session.session_id,
+    }
+
+    response = client.post("/api/webui/jargon/", json=request_data)
+    assert response.status_code == 400
+    assert "已存在相同内容的黑话" in response.json()["detail"]
+
+
+def test_update_jargon(client: TestClient, sample_jargons):
+    """测试 PATCH /jargon/{id} 更新黑话"""
+    jargon_id = sample_jargons[0].id
+    update_data = {
+        "meaning": "更新后的含义",
+        "is_jargon": True,
+    }
+
+    response = client.patch(f"/api/webui/jargon/{jargon_id}", json=update_data)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["message"] == "更新成功"
+    assert data["data"]["meaning"] == "更新后的含义"
+    assert data["data"]["is_jargon"] is True
+    assert data["data"]["content"] == "yyds"  # 未改变的字段保持不变
+
+
+def test_update_jargon_with_chat_id_mapping(client: TestClient, sample_jargons):
+    """测试更新时 chat_id → session_id 的映射"""
+    jargon_id = sample_jargons[0].id
+    update_data = {
+        "chat_id": "new_session_id",
+    }
+
+    response = client.patch(f"/api/webui/jargon/{jargon_id}", json=update_data)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["data"]["chat_id"] == "new_session_id"
+
+
+def test_update_jargon_not_found(client: TestClient):
+    """测试更新不存在的黑话"""
+    response = client.patch("/api/webui/jargon/99999", json={"meaning": "test"})
+    assert response.status_code == 404
+    assert "黑话不存在" in response.json()["detail"]
+
+
+def test_delete_jargon(client: TestClient, sample_jargons, session: Session):
+    """测试 DELETE /jargon/{id} 删除黑话"""
+    jargon_id = sample_jargons[0].id
+    response = client.delete(f"/api/webui/jargon/{jargon_id}")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["message"] == "删除成功"
+    assert data["deleted_count"] == 1
+
+    # 验证数据库中已删除
+    response = client.get(f"/api/webui/jargon/{jargon_id}")
+    assert response.status_code == 404
+
+
+def test_delete_jargon_not_found(client: TestClient):
+    """测试删除不存在的黑话"""
+    response = client.delete("/api/webui/jargon/99999")
+    assert response.status_code == 404
+    assert "黑话不存在" in response.json()["detail"]
+
+
+def test_batch_delete(client: TestClient, sample_jargons):
+    """测试 POST /jargon/batch/delete 批量删除"""
+    ids_to_delete = [sample_jargons[0].id, sample_jargons[1].id]
+    request_data = {"ids": ids_to_delete}
+
+    response = client.post("/api/webui/jargon/batch/delete", json=request_data)
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert data["deleted_count"] == 2
+    assert "成功删除 2 条黑话" in data["message"]
+
+    # 验证已删除
+    response = client.get(f"/api/webui/jargon/{ids_to_delete[0]}")
+    assert response.status_code == 404
+
+
+def test_batch_delete_empty_list(client: TestClient):
+    """测试批量删除空列表返回 400"""
+    response = client.post("/api/webui/jargon/batch/delete", json={"ids": []})
+    assert response.status_code == 400
+    assert "ID列表不能为空" in response.json()["detail"]
+
+
+def test_batch_set_jargon_status(client: TestClient, sample_jargons):
+    """测试批量设置黑话状态"""
+    ids = [sample_jargons[0].id, sample_jargons[1].id]
+    response = client.post(
+        "/api/webui/jargon/batch/set-jargon",
+        params={"ids": ids, "is_jargon": False},
+    )
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert "成功更新 2 条黑话状态" in data["message"]
+
+    # 验证状态已更新
+    detail_response = client.get(f"/api/webui/jargon/{ids[0]}")
+    assert detail_response.json()["data"]["is_jargon"] is False
+
+
+def test_get_stats(client: TestClient, sample_jargons):
+    """测试 GET /jargon/stats/summary 统计数据"""
+    response = client.get("/api/webui/jargon/stats/summary")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    stats = data["data"]
+
+    assert stats["total"] == 3
+    assert stats["confirmed_jargon"] == 2
+    assert stats["confirmed_not_jargon"] == 1
+    assert stats["pending"] == 0
+    assert stats["complete_count"] == 0
+    assert stats["chat_count"] == 1
+    assert isinstance(stats["top_chats"], dict)
+
+
+def test_get_chat_list(client: TestClient, sample_jargons, sample_chat_session: ChatSession):
+    """测试 GET /jargon/chats 获取聊天列表"""
+    response = client.get("/api/webui/jargon/chats")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["success"] is True
+    assert len(data["data"]) == 1
+
+    chat_info = data["data"][0]
+    assert chat_info["chat_id"] == sample_chat_session.session_id
+    assert chat_info["platform"] == "qq"
+    assert chat_info["is_group"] is True
+    assert chat_info["chat_name"] == sample_chat_session.group_id
+
+
+def test_get_chat_list_with_json_chat_id(client: TestClient, session: Session, sample_chat_session: ChatSession):
+    """测试解析 JSON 格式的 chat_id"""
+    json_chat_id = json.dumps([[sample_chat_session.session_id, "user123"]])
+    jargon = Jargon(
+        id=100,
+        content="测试黑话",
+        meaning="测试",
+        session_id=json_chat_id,
+        count=1,
+    )
+    session.add(jargon)
+    session.commit()
+
+    response = client.get("/api/webui/jargon/chats")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert len(data["data"]) == 1
+    assert data["data"][0]["chat_id"] == sample_chat_session.session_id
+
+
+def test_get_chat_list_without_chat_session(client: TestClient, session: Session):
+    """测试聊天列表中没有对应 ChatSession 的情况"""
+    jargon = Jargon(
+        id=101,
+        content="孤立黑话",
+        meaning="无对应会话",
+        session_id="nonexistent_stream_id",
+        count=1,
+    )
+    session.add(jargon)
+    session.commit()
+
+    response = client.get("/api/webui/jargon/chats")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert len(data["data"]) == 1
+    assert data["data"][0]["chat_id"] == "nonexistent_stream_id"
+    assert data["data"][0]["chat_name"] == "nonexistent_stream_id"[:20]
+    assert data["data"][0]["platform"] is None
+    assert data["data"][0]["is_group"] is False
+
+
+def test_jargon_response_fields(client: TestClient, sample_jargons, sample_chat_session: ChatSession):
+    """测试 JargonResponse 字段完整性"""
+    response = client.get(f"/api/webui/jargon/{sample_jargons[0].id}")
+    assert response.status_code == 200
+
+    data = response.json()["data"]
+
+    # 验证所有必需字段存在
+    required_fields = [
+        "id",
+        "content",
+        "raw_content",
+        "meaning",
+        "chat_id",
+        "stream_id",
+        "chat_name",
+        "count",
+        "is_jargon",
+        "is_complete",
+        "inference_with_context",
+        "inference_content_only",
+    ]
+    for field in required_fields:
+        assert field in data
+
+    # 验证 chat_name 显示逻辑
+    assert data["chat_name"] == sample_chat_session.group_id
+
+
+@pytest.mark.skip(reason="Composite PK (id+content) prevents autoincrement - database model issue")
+def test_create_jargon_without_optional_fields(client: TestClient, sample_chat_session: ChatSession):
+    """测试创建黑话时可选字段为空"""
+    request_data = {
+        "content": "简单黑话",
+        "chat_id": sample_chat_session.session_id,
+    }
+
+    response = client.post("/api/webui/jargon/", json=request_data)
+    assert response.status_code == 200
+
+    data = response.json()["data"]
+    assert data["raw_content"] is None
+    assert data["meaning"] == ""
+
+
+def test_update_jargon_partial_fields(client: TestClient, sample_jargons):
+    """测试增量更新（只更新部分字段）"""
+    jargon_id = sample_jargons[0].id
+    original_content = sample_jargons[0].content
+
+    # 只更新 meaning
+    response = client.patch(f"/api/webui/jargon/{jargon_id}", json={"meaning": "新含义"})
+    assert response.status_code == 200
+
+    data = response.json()["data"]
+    assert data["meaning"] == "新含义"
+    assert data["content"] == original_content  # 其他字段不变
+
+
+def test_list_jargons_multiple_filters(client: TestClient, sample_jargons, sample_chat_session: ChatSession):
+    """测试组合多个过滤条件"""
+    response = client.get(f"/api/webui/jargon/list?search=永远&chat_id={sample_chat_session.session_id}&is_jargon=true")
+    assert response.status_code == 200
+
+    data = response.json()
+    assert data["total"] == 1
+    assert data["data"][0]["content"] == "yyds"
diff --git a/src/common/toml_utils.py b/src/common/toml_utils.py
new file mode 100644
index 00000000..8a9ecb99
--- /dev/null
+++ b/src/common/toml_utils.py
@@ -0,0 +1,89 @@
+"""
+TOML文件工具函数 - 保留格式和注释
+"""
+
+import os
+import tomlkit
+from typing import Any
+
+
+def save_toml_with_format(data: dict[str, Any], file_path: str) -> None:
+    """
+    保存TOML数据到文件，保留现有格式（如果文件存在）
+
+    Args:
+        data: 要保存的数据字典
+        file_path: 文件路径
+    """
+    # 如果文件不存在，直接创建
+    if not os.path.exists(file_path):
+        with open(file_path, "w", encoding="utf-8") as f:
+            tomlkit.dump(data, f)
+        return
+
+    # 如果文件存在，尝试读取现有文件以保留格式
+    try:
+        with open(file_path, "r", encoding="utf-8") as f:
+            existing_doc = tomlkit.load(f)
+    except Exception:
+        # 如果读取失败，直接覆盖
+        with open(file_path, "w", encoding="utf-8") as f:
+            tomlkit.dump(data, f)
+        return
+
+    # 递归更新，保留现有格式
+    _merge_toml_preserving_format(existing_doc, data)
+
+    # 保存
+    with open(file_path, "w", encoding="utf-8") as f:
+        tomlkit.dump(existing_doc, f)
+
+
+def _merge_toml_preserving_format(target: dict[str, Any], source: dict[str, Any]) -> None:
+    """
+    递归合并source到target，保留target中的格式和注释
+
+    Args:
+        target: 目标文档（保留格式）
+        source: 源数据（新数据）
+    """
+    for key, value in source.items():
+        if key in target:
+            # 如果两个都是字典且都是表格，递归合并
+            if isinstance(value, dict) and isinstance(target[key], dict):
+                if hasattr(target[key], "items"):  # 确实是字典/表格
+                    _merge_toml_preserving_format(target[key], value)
+                else:
+                    target[key] = value
+            else:
+                # 其他情况直接替换
+                target[key] = value
+        else:
+            # 新键直接添加
+            target[key] = value
+
+
+def _update_toml_doc(target: dict[str, Any], source: dict[str, Any]) -> None:
+    """
+    更新TOML文档中的字段，保留现有的格式和注释
+
+    这是一个递归函数，用于在部分更新配置时保留现有的格式和注释。
+
+    Args:
+        target: 目标表格（会被修改）
+        source: 源数据（新数据）
+    """
+    for key, value in source.items():
+        if key in target:
+            # 如果两个都是字典，递归更新
+            if isinstance(value, dict) and isinstance(target[key], dict):
+                if hasattr(target[key], "items"):  # 确实是表格
+                    _update_toml_doc(target[key], value)
+                else:
+                    target[key] = value
+            else:
+                # 直接更新值，保留注释
+                target[key] = value
+        else:
+            # 新键直接添加
+            target[key] = value
diff --git a/src/config/config_base.py b/src/config/config_base.py
index 7baf1bd6..5e2d1827 100644
--- a/src/config/config_base.py
+++ b/src/config/config_base.py
@@ -5,7 +5,7 @@ import types
 from dataclasses import dataclass, field
 from pathlib import Path
 from pydantic import BaseModel, ConfigDict, Field
-from typing import Union, get_args, get_origin, Tuple, Any, List, Dict, Set, Literal
+from typing import Any, Dict, List, Literal, Set, Tuple, Union, cast, get_args, get_origin
 
 __all__ = ["ConfigBase", "Field", "AttributeData"]
 
@@ -44,6 +44,16 @@ class AttrDocBase:
         # 从类定义节点中提取字段文档
         return self._extract_field_docs(class_node, allow_extra_methods)
 
+    @classmethod
+    def get_class_field_docs(cls) -> dict[str, str]:
+        class_source = cls._get_class_source()
+        class_node = cls._find_class_node(class_source)
+        return AttrDocBase._extract_field_docs(
+            cast(AttrDocBase, cast(Any, cls)),
+            class_node,
+            allow_extra_methods=False,
+        )
+
     @classmethod
     def _get_class_source(cls) -> str:
         """获取类定义所在文件的完整源代码"""
@@ -265,7 +275,7 @@ class ConfigBase(BaseModel, AttrDocBase):
             if origin_type in (int, float, str, bool, complex, bytes, Any):
                 continue
             # 允许嵌套的ConfigBase自定义类
-            if inspect.isclass(origin_type) and issubclass(origin_type, ConfigBase):  # type: ignore
+            if isinstance(origin_type, type) and issubclass(cast(type, origin_type), ConfigBase):
                 continue
             # 只允许 list, set, dict 三类泛型
             if origin_type not in (list, set, dict, List, Set, Dict, Literal):
diff --git a/src/config/model_configs.py b/src/config/model_configs.py
index 374aef59..9665d9c6 100644
--- a/src/config/model_configs.py
+++ b/src/config/model_configs.py
@@ -5,25 +5,73 @@ from .config_base import ConfigBase, Field
 class APIProvider(ConfigBase):
     """API提供商配置类"""
 
-    name: str = ""
+    name: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "tag",
+        },
+    )
     """API服务商名称 (可随意命名, 在models的api-provider中需使用这个命名)"""
 
-    base_url: str = ""
+    base_url: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "link",
+        },
+    )
     """API服务商的BaseURL"""
 
-    api_key: str = Field(default_factory=str, repr=False)
+    api_key: str = Field(
+        default_factory=str,
+        repr=False,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "key",
+        },
+    )
     """API密钥"""
 
-    client_type: str = Field(default="openai")
+    client_type: str = Field(
+        default="openai",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "settings",
+        },
+    )
     """客户端类型 (可选: openai/google, 默认为openai)"""
 
-    max_retry: int = Field(default=2)
+    max_retry: int = Field(
+        default=2,
+        ge=0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "repeat",
+        },
+    )
     """最大重试次数 (单个模型API调用失败, 最多重试的次数)"""
 
-    timeout: int = 10
+    timeout: int = Field(
+        default=10,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "clock",
+            "step": 1,
+        },
+    )
     """API调用的超时时长 (超过这个时长, 本次请求将被视为"请求超时", 单位: 秒)"""
 
-    retry_interval: int = 10
+    retry_interval: int = Field(
+        default=10,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "timer",
+            "step": 1,
+        },
+    )
     """重试间隔 (如果API调用失败, 重试的间隔时间, 单位: 秒)"""
 
     def model_post_init(self, context: Any = None):
@@ -39,34 +87,93 @@ class APIProvider(ConfigBase):
 
 class ModelInfo(ConfigBase):
     """单个模型信息配置类"""
+
     _validate_any: bool = False
     suppress_any_warning: bool = True
 
-    model_identifier: str = ""
+    model_identifier: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "package",
+        },
+    )
     """模型标识符 (API服务商提供的模型标识符)"""
 
-    name: str = ""
+    name: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "tag",
+        },
+    )
     """模型名称 (可随意命名, 在models中需使用这个命名)"""
 
-    api_provider: str = ""
+    api_provider: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "link",
+        },
+    )
     """API服务商名称 (对应在api_providers中配置的服务商名称)"""
 
-    price_in: float = Field(default=0.0)
+    price_in: float = Field(
+        default=0.0,
+        ge=0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "dollar-sign",
+            "step": 0.001,
+        },
+    )
     """输入价格 (用于API调用统计, 单位：元/ M token) (可选, 若无该字段, 默认值为0)"""
 
-    price_out: float = Field(default=0.0)
+    price_out: float = Field(
+        default=0.0,
+        ge=0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "dollar-sign",
+            "step": 0.001,
+        },
+    )
     """输出价格 (用于API调用统计, 单位：元/ M token) (可选, 若无该字段, 默认值为0)"""
-    
-    temperature: float | None = Field(default=None)
+
+    temperature: float | None = Field(
+        default=None,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "thermometer",
+        },
+    )
     """模型级别温度（可选），会覆盖任务配置中的温度"""
 
-    max_tokens: int | None = Field(default=None)
+    max_tokens: int | None = Field(
+        default=None,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "layers",
+        },
+    )
     """模型级别最大token数（可选），会覆盖任务配置中的max_tokens"""
 
-    force_stream_mode: bool = Field(default=False)
+    force_stream_mode: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "zap",
+        },
+    )
     """强制流式输出模式 (若模型不支持非流式输出, 请设置为true启用强制流式输出, 默认值为false)"""
 
-    extra_params: dict[str, Any] = Field(default_factory=dict)
+    extra_params: dict[str, Any] = Field(
+        default_factory=dict,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "sliders",
+        },
+    )
     """额外参数 (用于API调用时的额外配置)"""
 
     def model_post_init(self, context: Any = None):
@@ -82,48 +189,139 @@ class ModelInfo(ConfigBase):
 class TaskConfig(ConfigBase):
     """任务配置类"""
 
-    model_list: list[str] = Field(default_factory=list)
+    model_list: list[str] = Field(
+        default_factory=list,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "list",
+        },
+    )
     """使用的模型列表, 每个元素对应上面的模型名称(name)"""
 
-    max_tokens: int = 1024
+    max_tokens: int = Field(
+        default=1024,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "layers",
+            "step": 1,
+        },
+    )
     """任务最大输出token数"""
 
-    temperature: float = 0.3
+    temperature: float = Field(
+        default=0.3,
+        ge=0,
+        le=2,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "thermometer",
+            "step": 0.1,
+        },
+    )
     """模型温度"""
-    
-    slow_threshold: float = 15.0
+
+    slow_threshold: float = Field(
+        default=15.0,
+        ge=0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "alert-circle",
+            "step": 0.1,
+        },
+    )
     """慢请求阈值（秒），超过此值会输出警告日志"""
 
-    selection_strategy: str = Field(default="balance")
+    selection_strategy: str = Field(
+        default="balance",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "shuffle",
+        },
+    )
     """模型选择策略：balance（负载均衡）或 random（随机选择）"""
 
 
 class ModelTaskConfig(ConfigBase):
     """模型配置类"""
 
-    utils: TaskConfig = Field(default_factory=TaskConfig)
+    utils: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "wrench",
+        },
+    )
     """组件使用的模型, 例如表情包模块, 取名模块, 关系模块, 麦麦的情绪变化等，是麦麦必须的模型"""
 
-    replyer: TaskConfig = Field(default_factory=TaskConfig)
+    replyer: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "message-square",
+        },
+    )
     """首要回复模型配置, 还用于表达器和表达方式学习"""
 
-    vlm: TaskConfig = Field(default_factory=TaskConfig)
+    vlm: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "image",
+        },
+    )
     """视觉模型配置"""
 
-    voice: TaskConfig = Field(default_factory=TaskConfig)
+    voice: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "volume-2",
+        },
+    )
     """语音识别模型配置"""
 
-    tool_use: TaskConfig = Field(default_factory=TaskConfig)
+    tool_use: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "tools",
+        },
+    )
     """工具使用模型配置, 需要使用支持工具调用的模型"""
 
-    planner: TaskConfig = Field(default_factory=TaskConfig)
+    planner: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "map",
+        },
+    )
     """规划模型配置"""
 
-    embedding: TaskConfig = Field(default_factory=TaskConfig)
+    embedding: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "database",
+        },
+    )
     """嵌入模型配置"""
 
-    lpmm_entity_extract: TaskConfig = Field(default_factory=TaskConfig)
+    lpmm_entity_extract: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "filter",
+        },
+    )
     """LPMM实体提取模型配置"""
 
-    lpmm_rdf_build: TaskConfig = Field(default_factory=TaskConfig)
+    lpmm_rdf_build: TaskConfig = Field(
+        default_factory=TaskConfig,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "network",
+        },
+    )
     """LPMM RDF构建模型配置"""
diff --git a/src/config/official_configs.py b/src/config/official_configs.py
index a1e44d64..0c25db4f 100644
--- a/src/config/official_configs.py
+++ b/src/config/official_configs.py
@@ -19,47 +19,116 @@ class ExampleConfig(ConfigBase):
 class BotConfig(ConfigBase):
     """机器人配置类"""
 
-    platform: str = ""
+    platform: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "wifi",
+        },
+    )
     """平台"""
 
-    qq_account: int = 0
+    qq_account: int = Field(
+        default=0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "user",
+        },
+    )
     """QQ账号"""
 
-    platforms: list[str] = Field(default_factory=lambda: [])
+    platforms: list[str] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "layers",
+        },
+    )
     """其他平台"""
 
-    nickname: str = "麦麦"
+    nickname: str = Field(
+        default="麦麦",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "user-circle",
+        },
+    )
     """机器人昵称"""
 
-    alias_names: list[str] = Field(default_factory=lambda: [])
+    alias_names: list[str] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "tags",
+        },
+    )
     """别名列表"""
 
 
 class PersonalityConfig(ConfigBase):
     """人格配置类"""
 
-    personality: str = "是一个大二在读女大学生，现在正在上网和群友聊天，有时有点攻击性，有时比较温柔"
+    personality: str = Field(
+        default="是一个大二在读女大学生，现在正在上网和群友聊天，有时有点攻击性，有时比较温柔",
+        json_schema_extra={
+            "x-widget": "textarea",
+            "x-icon": "user-circle",
+        },
+    )
     """人格，建议100字以内，描述人格特质和身份特征"""
 
-    reply_style: str = "请不要刻意突出自身学科背景。可以参考贴吧，知乎和微博的回复风格。"
+    reply_style: str = Field(
+        default="请不要刻意突出自身学科背景。可以参考贴吧，知乎和微博的回复风格。",
+        json_schema_extra={
+            "x-widget": "textarea",
+            "x-icon": "message-square",
+        },
+    )
     """默认表达风格，描述麦麦说话的表达风格，表达习惯，如要修改，可以酌情新增内容，建议1-2行"""
 
-    multiple_reply_style: list[str] = Field(default_factory=lambda: [])
+    multiple_reply_style: list[str] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "list",
+        },
+    )
     """可选的多种表达风格列表，当配置不为空时可按概率随机替换 reply_style"""
 
-    multiple_probability: float = 0.3
+    multiple_probability: float = Field(
+        default=0.3,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.1,
+        },
+    )
     """每次构建回复时，从 multiple_reply_style 中随机替换 reply_style 的概率（0.0-1.0）"""
 
-    plan_style: str = (
-        "1.思考**所有**的可用的action中的**每个动作**是否符合当下条件，如果动作使用条件符合聊天内容就使用"
-        "2.如果相同的action已经被执行，请不要重复执行该action"
-        "3.如果有人对你感到厌烦，请减少回复"
-        "4.如果有人在追问你，或者话题没有说完，请你继续回复"
-        "5.请分析哪些对话是和你说的，哪些是其他人之间的互动，不要误认为其他人之间的互动是和你说的"
+    plan_style: str = Field(
+        default=(
+            "1.思考**所有**的可用的action中的**每个动作**是否符合当下条件，如果动作使用条件符合聊天内容就使用"
+            "2.如果相同的action已经被执行，请不要重复执行该action"
+            "3.如果有人对你感到厌烦，请减少回复"
+            "4.如果有人在追问你，或者话题没有说完，请你继续回复"
+            "5.请分析哪些对话是和你说的，哪些是其他人之间的互动，不要误认为其他人之间的互动是和你说的"
+        ),
+        json_schema_extra={
+            "x-widget": "textarea",
+            "x-icon": "book-open",
+        },
     )
     """_wrap_麦麦的说话规则和行为规则"""
 
-    visual_style: str = "请用中文描述这张图片的内容。如果有文字，请把文字描述概括出来，请留意其主题，直观感受，输出为一段平文本，最多30字，请注意不要分点，就输出一段文本"
+    visual_style: str = Field(
+        default="请用中文描述这张图片的内容。如果有文字，请把文字描述概括出来，请留意其主题，直观感受，输出为一段平文本，最多30字，请注意不要分点，就输出一段文本",
+        json_schema_extra={
+            "x-widget": "textarea",
+            "x-icon": "image",
+        },
+    )
     """_wrap_识图提示词，不建议修改"""
 
     states: list[str] = Field(
@@ -67,18 +136,37 @@ class PersonalityConfig(ConfigBase):
             "是一个女大学生，喜欢上网聊天，会刷小红书。",
             "是一个大二心理学生，会刷贴吧和中国知网。",
             "是一个赛博网友，最近很想吐槽人。",
-        ]
+        ],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "shuffle",
+        },
     )
     """_wrap_状态列表，用于随机替换personality"""
 
-    state_probability: float = 0.3
+    state_probability: float = Field(
+        default=0.3,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.1,
+        },
+    )
     """状态概率，每次构建人格时替换personality的概率"""
 
 
 class RelationshipConfig(ConfigBase):
     """关系配置类"""
 
-    enable_relationship: bool = True
+    enable_relationship: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "heart",
+        },
+    )
     """是否启用关系系统，关系系统被移除，此部分配置暂时无效"""
 
 
@@ -102,19 +190,54 @@ class TalkRulesItem(ConfigBase):
 class ChatConfig(ConfigBase):
     """聊天配置类"""
 
-    talk_value: float = 1
+    talk_value: float = Field(
+        default=1,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "message-circle",
+            "step": 0.1,
+        },
+    )
     """聊天频率，越小越沉默，范围0-1"""
 
-    mentioned_bot_reply: bool = True
+    mentioned_bot_reply: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "at-sign",
+        },
+    )
     """是否启用提及必回复"""
 
-    max_context_size: int = 30
+    max_context_size: int = Field(
+        default=30,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "layers",
+        },
+    )
     """上下文长度"""
 
-    planner_smooth: float = 3
+    planner_smooth: float = Field(
+        default=3,
+        ge=0,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "gauge",
+            "step": 0.5,
+        },
+    )
     """规划器平滑，增大数值会减小planner负荷，略微降低反应速度，推荐1-5，0为关闭，必须大于等于0"""
 
-    think_mode: Literal["classic", "deep", "dynamic"] = "dynamic"
+    think_mode: Literal["classic", "deep", "dynamic"] = Field(
+        default="dynamic",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "brain",
+        },
+    )
     """
     思考模式配置
     - classic: 默认think_level为0（轻量回复，不需要思考和回忆）
@@ -122,20 +245,42 @@ class ChatConfig(ConfigBase):
     - dynamic: think_level由planner动态给出（根据planner返回的think_level决定）
     """
 
-    plan_reply_log_max_per_chat: int = 1024
+    plan_reply_log_max_per_chat: int = Field(
+        default=1024,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "file-text",
+        },
+    )
     """每个聊天流最大保存的Plan/Reply日志数量，超过此数量时会自动删除最老的日志"""
 
-    llm_quote: bool = False
+    llm_quote: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "quote",
+        },
+    )
     """是否在 reply action 中启用 quote 参数，启用后 LLM 可以控制是否引用消息"""
 
-    enable_talk_value_rules: bool = True
+    enable_talk_value_rules: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "settings",
+        },
+    )
     """是否启用动态发言频率规则"""
 
     talk_value_rules: list[TalkRulesItem] = Field(
         default_factory=lambda: [
             TalkRulesItem(platform="", item_id="", rule_type="group", time="00:00-08:59", value=0.8),
             TalkRulesItem(platform="", item_id="", rule_type="group", time="09:00-18:59", value=1.0),
-        ]
+        ],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "list",
+        },
     )
     """
     _wrap_思考频率规则列表，支持按聊天流/按日内时段配置。
@@ -145,16 +290,34 @@ class ChatConfig(ConfigBase):
 class MessageReceiveConfig(ConfigBase):
     """消息接收配置类"""
 
-    image_parse_threshold: int = 5
+    image_parse_threshold: int = Field(
+        default=5,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "image",
+        },
+    )
     """
     当消息中图片数量不超过此阈值时，启用图片解析功能，将图片内容解析为文本后再进行处理。
     当消息中图片数量超过此阈值时，为了避免过度解析导致的性能问题，将跳过图片解析，直接进行处理。
     """
 
-    ban_words: set[str] = Field(default_factory=lambda: set())
+    ban_words: set[str] = Field(
+        default_factory=lambda: set(),
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "ban",
+        },
+    )
     """过滤词列表"""
 
-    ban_msgs_regex: set[str] = Field(default_factory=lambda: set())
+    ban_msgs_regex: set[str] = Field(
+        default_factory=lambda: set(),
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "regex",
+        },
+    )
     """过滤正则表达式列表"""
 
     def model_post_init(self, context: Optional[dict] = None) -> None:
@@ -167,44 +330,121 @@ class MessageReceiveConfig(ConfigBase):
 
 
 class TargetItem(ConfigBase):
-    platform: str = ""
+    platform: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "wifi",
+        },
+    )
     """平台，与ID一起留空表示全局"""
 
-    item_id: str = ""
+    item_id: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """用户ID，与平台一起留空表示全局"""
 
-    rule_type: Literal["group", "private"] = "group"
+    rule_type: Literal["group", "private"] = Field(
+        default="group",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "users",
+        },
+    )
     """聊天流类型，group（群聊）或private（私聊）"""
 
 
 class MemoryConfig(ConfigBase):
     """记忆配置类"""
 
-    max_agent_iterations: int = 5
+    max_agent_iterations: int = Field(
+        default=5,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "layers",
+        },
+    )
     """记忆思考深度（最低为1）"""
 
-    agent_timeout_seconds: float = 120.0
+    agent_timeout_seconds: float = Field(
+        default=120.0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "clock",
+        },
+    )
     """最长回忆时间（秒）"""
 
-    global_memory: bool = False
+    global_memory: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "globe",
+        },
+    )
     """是否允许记忆检索在聊天记录中进行全局查询（忽略当前chat_id，仅对 search_chat_history 等工具生效）"""
 
-    global_memory_blacklist: list[TargetItem] = Field(default_factory=lambda: [])
+    global_memory_blacklist: list[TargetItem] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "shield-off",
+        },
+    )
     """_wrap_全局记忆黑名单，当启用全局记忆时，不将特定聊天流纳入检索"""
 
-    chat_history_topic_check_message_threshold: int = 80
+    chat_history_topic_check_message_threshold: int = Field(
+        default=80,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """聊天历史话题检查的消息数量阈值，当累积消息数达到此值时触发话题检查"""
 
-    chat_history_topic_check_time_hours: float = 8.0
+    chat_history_topic_check_time_hours: float = Field(
+        default=8.0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "clock",
+        },
+    )
     """聊天历史话题检查的时间阈值（小时），当距离上次检查超过此时间且消息数达到最小阈值时触发话题检查"""
 
-    chat_history_topic_check_min_messages: int = 20
+    chat_history_topic_check_min_messages: int = Field(
+        default=20,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """聊天历史话题检查的时间触发模式下的最小消息数阈值"""
 
-    chat_history_finalize_no_update_checks: int = 3
+    chat_history_finalize_no_update_checks: int = Field(
+        default=3,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "check-circle",
+        },
+    )
     """聊天历史话题打包存储的连续无更新检查次数阈值，当话题连续N次检查无新增内容时触发打包存储"""
 
-    chat_history_finalize_message_count: int = 5
+    chat_history_finalize_message_count: int = Field(
+        default=5,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "package",
+        },
+    )
     """聊天历史话题打包存储的消息条数阈值，当话题的消息条数超过此值时触发打包存储"""
 
     def model_post_init(self, context: Optional[dict] = None) -> None:
@@ -237,29 +477,71 @@ class MemoryConfig(ConfigBase):
 
 
 class LearningItem(ConfigBase):
-    platform: str = ""
+    platform: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "wifi",
+        },
+    )
     """平台，与ID一起留空表示全局"""
 
-    item_id: str = ""
+    item_id: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """用户ID，与平台一起留空表示全局"""
 
-    rule_type: Literal["group", "private"] = "group"
+    rule_type: Literal["group", "private"] = Field(
+        default="group",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "users",
+        },
+    )
     """聊天流类型，group（群聊）或private（私聊）"""
 
-    use_expression: bool = True
+    use_expression: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "message-square",
+        },
+    )
     """是否启用表达学习"""
 
-    enable_learning: bool = True
+    enable_learning: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "graduation-cap",
+        },
+    )
     """是否启用表达优化学习"""
 
-    enable_jargon_learning: bool = False
+    enable_jargon_learning: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "book",
+        },
+    )
     """是否启用jargon学习"""
 
 
 class ExpressionGroup(ConfigBase):
     """表达互通组配置类，若列表为空代表全局共享"""
 
-    expression_groups: list[TargetItem] = Field(default_factory=lambda: [])
+    expression_groups: list[TargetItem] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "users",
+        },
+    )
     """_wrap_表达学习互通组"""
 
 
@@ -276,44 +558,120 @@ class ExpressionConfig(ConfigBase):
                 enable_learning=True,
                 enable_jargon_learning=True,
             )
-        ]
+        ],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "list",
+        },
     )
     """_wrap_表达学习配置列表，支持按聊天流配置"""
 
-    expression_groups: list[ExpressionGroup] = Field(default_factory=list)
+    expression_groups: list[ExpressionGroup] = Field(
+        default_factory=list,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "users",
+        },
+    )
     """_wrap_表达学习互通组"""
 
-    expression_checked_only: bool = True
+    expression_checked_only: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "check",
+        },
+    )
     """是否仅选择已检查且未拒绝的表达方式"""
 
-    expression_self_reflect: bool = True
+    expression_self_reflect: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "refresh-cw",
+        },
+    )
     """是否启用自动表达优化"""
 
-    expression_auto_check_interval: int = 600
+    expression_auto_check_interval: int = Field(
+        default=600,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "clock",
+        },
+    )
     """表达方式自动检查的间隔时间（秒）"""
 
-    expression_auto_check_count: int = 20
+    expression_auto_check_count: int = Field(
+        default=20,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """每次自动检查时随机选取的表达方式数量"""
 
-    expression_auto_check_custom_criteria: list[str] = Field(default_factory=list)
+    expression_auto_check_custom_criteria: list[str] = Field(
+        default_factory=list,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "file-text",
+        },
+    )
     """表达方式自动检查的额外自定义评估标准"""
 
-    expression_manual_reflect: bool = False
+    expression_manual_reflect: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "hand",
+        },
+    )
     """是否启用手动表达优化"""
 
-    manual_reflect_operator_id: Optional[TargetItem] = None
+    manual_reflect_operator_id: Optional[TargetItem] = Field(
+        default=None,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "user-cog",
+        },
+    )
     """手动表达优化操作员ID"""
 
-    allow_reflect: list[TargetItem] = Field(default_factory=list)
+    allow_reflect: list[TargetItem] = Field(
+        default_factory=list,
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "shield",
+        },
+    )
     """允许进行表达反思的聊天流ID列表，只有在此列表中的聊天流才会提出问题并跟踪。如果列表为空，则所有聊天流都可以进行表达反思（前提是reflect为true）"""
 
-    all_global_jargon: bool = True
+    all_global_jargon: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "globe",
+        },
+    )
     """是否开启全局黑话模式，注意，此功能关闭后，已经记录的全局黑话不会改变，需要手动删除"""
 
-    enable_jargon_explanation: bool = True
+    enable_jargon_explanation: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "info",
+        },
+    )
     """是否在回复前尝试对上下文中的黑话进行解释（关闭可减少一次LLM调用，仅影响回复前的黑话匹配与解释，不影响黑话学习）"""
 
-    jargon_mode: Literal["context", "planner"] = "planner"
+    jargon_mode: Literal["context", "planner"] = Field(
+        default="planner",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "settings",
+        },
+    )
     """
     黑话解释来源模式
     
@@ -326,52 +684,127 @@ class ExpressionConfig(ConfigBase):
 class ToolConfig(ConfigBase):
     """工具配置类"""
 
-    enable_tool: bool = False
+    enable_tool: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "wrench",
+        },
+    )
     """是否在聊天中启用工具"""
 
 
 class VoiceConfig(ConfigBase):
     """语音识别配置类"""
 
-    enable_asr: bool = False
+    enable_asr: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "mic",
+        },
+    )
     """是否启用语音识别，启用后麦麦可以识别语音消息"""
 
 
 class EmojiConfig(ConfigBase):
     """表情包配置类"""
 
-    emoji_chance: float = 0.4
+    emoji_chance: float = Field(
+        default=0.4,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "smile",
+            "step": 0.1,
+        },
+    )
     """发送表情包的基础概率"""
 
-    max_reg_num: int = 100
+    max_reg_num: int = Field(
+        default=100,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """表情包最大注册数量"""
 
-    do_replace: bool = True
+    do_replace: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "refresh-cw",
+        },
+    )
     """达到最大注册数量时替换旧表情包，关闭则达到最大数量时不会继续收集表情包"""
 
-    check_interval: int = 10
+    check_interval: int = Field(
+        default=10,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "clock",
+        },
+    )
     """表情包检查间隔（分钟）"""
 
-    steal_emoji: bool = True
+    steal_emoji: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "copy",
+        },
+    )
     """是否偷取表情包，让麦麦可以将一些表情包据为己有"""
 
-    content_filtration: bool = False
+    content_filtration: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "filter",
+        },
+    )
     """是否启用表情包过滤，只有符合该要求的表情包才会被保存"""
 
-    filtration_prompt: str = "符合公序良俗"
+    filtration_prompt: str = Field(
+        default="符合公序良俗",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "shield",
+        },
+    )
     """表情包过滤要求，只有符合该要求的表情包才会被保存"""
 
 
 class KeywordRuleConfig(ConfigBase):
     """关键词规则配置类"""
 
-    keywords: list[str] = Field(default_factory=lambda: [])
+    keywords: list[str] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "tag",
+        },
+    )
     """关键词列表"""
 
-    regex: list[str] = Field(default_factory=lambda: [])
+    regex: list[str] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "regex",
+        },
+    )
     """正则表达式列表"""
 
-    reaction: str = ""
+    reaction: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "textarea",
+            "x-icon": "message-circle",
+        },
+    )
     """关键词触发的反应"""
 
     def model_post_init(self, context: Optional[dict] = None) -> None:
@@ -393,10 +826,22 @@ class KeywordRuleConfig(ConfigBase):
 class KeywordReactionConfig(ConfigBase):
     """关键词配置类"""
 
-    keyword_rules: list[KeywordRuleConfig] = Field(default_factory=lambda: [])
+    keyword_rules: list[KeywordRuleConfig] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "list",
+        },
+    )
     """关键词规则列表"""
 
-    regex_rules: list[KeywordRuleConfig] = Field(default_factory=lambda: [])
+    regex_rules: list[KeywordRuleConfig] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "list",
+        },
+    )
     """正则表达式规则列表"""
 
     def model_post_init(self, context: Optional[dict] = None) -> None:
@@ -410,91 +855,238 @@ class KeywordReactionConfig(ConfigBase):
 class ResponsePostProcessConfig(ConfigBase):
     """回复后处理配置类"""
 
-    enable_response_post_process: bool = True
+    enable_response_post_process: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "settings",
+        },
+    )
     """是否启用回复后处理，包括错别字生成器，回复分割器"""
 
 
 class ChineseTypoConfig(ConfigBase):
     """中文错别字配置类"""
 
-    enable: bool = True
+    enable: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "type",
+        },
+    )
     """是否启用中文错别字生成器"""
 
-    error_rate: float = 0.01
+    error_rate: float = Field(
+        default=0.01,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.01,
+        },
+    )
     """单字替换概率"""
 
-    min_freq: int = 9
+    min_freq: int = Field(
+        default=9,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """最小字频阈值"""
 
-    tone_error_rate: float = 0.1
+    tone_error_rate: float = Field(
+        default=0.1,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.1,
+        },
+    )
     """声调错误概率"""
 
-    word_replace_rate: float = 0.006
+    word_replace_rate: float = Field(
+        default=0.006,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.001,
+        },
+    )
     """整词替换概率"""
 
 
 class ResponseSplitterConfig(ConfigBase):
     """回复分割器配置类"""
 
-    enable: bool = True
+    enable: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "scissors",
+        },
+    )
     """是否启用回复分割器"""
 
-    max_length: int = 512
+    max_length: int = Field(
+        default=512,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "ruler",
+        },
+    )
     """回复允许的最大长度"""
 
-    max_sentence_num: int = 8
+    max_sentence_num: int = Field(
+        default=8,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """回复允许的最大句子数"""
 
-    enable_kaomoji_protection: bool = False
+    enable_kaomoji_protection: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "smile",
+        },
+    )
     """是否启用颜文字保护"""
 
-    enable_overflow_return_all: bool = False
+    enable_overflow_return_all: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "maximize",
+        },
+    )
     """是否在句子数量超出回复允许的最大句子数时一次性返回全部内容"""
 
 
 class TelemetryConfig(ConfigBase):
     """遥测配置类"""
 
-    enable: bool = True
+    enable: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "activity",
+        },
+    )
     """是否启用遥测"""
 
 
 class DebugConfig(ConfigBase):
     """调试配置类"""
 
-    show_prompt: bool = False
+    show_prompt: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "eye",
+        },
+    )
     """是否显示prompt"""
 
-    show_replyer_prompt: bool = True
+    show_replyer_prompt: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "message-square",
+        },
+    )
     """是否显示回复器prompt"""
 
-    show_replyer_reasoning: bool = True
+    show_replyer_reasoning: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "brain",
+        },
+    )
     """是否显示回复器推理"""
 
-    show_jargon_prompt: bool = False
+    show_jargon_prompt: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "book",
+        },
+    )
     """是否显示jargon相关提示词"""
 
-    show_memory_prompt: bool = False
+    show_memory_prompt: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "database",
+        },
+    )
     """是否显示记忆检索相关prompt"""
 
-    show_planner_prompt: bool = False
+    show_planner_prompt: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "map",
+        },
+    )
     """是否显示planner的prompt和原始返回结果"""
 
-    show_lpmm_paragraph: bool = False
+    show_lpmm_paragraph: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "file-text",
+        },
+    )
     """是否显示lpmm找到的相关文段日志"""
 
 
 class ExtraPromptItem(ConfigBase):
-    platform: str = ""
+    platform: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "wifi",
+        },
+    )
     """平台，留空无效"""
 
-    item_id: str = ""
+    item_id: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """用户ID，留空无效"""
 
-    rule_type: Literal["group", "private"] = "group"
+    rule_type: Literal["group", "private"] = Field(
+        default="group",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "users",
+        },
+    )
     """聊天流类型，group（群聊）或private（私聊）"""
 
-    prompt: str = ""
+    prompt: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "textarea",
+            "x-icon": "file-text",
+        },
+    )
     """额外的prompt内容"""
 
     def model_post_init(self, context: Optional[dict] = None) -> None:
@@ -506,128 +1098,357 @@ class ExtraPromptItem(ConfigBase):
 class ExperimentalConfig(ConfigBase):
     """实验功能配置类"""
 
-    private_plan_style: str = (
-        "1.思考**所有**的可用的action中的**每个动作**是否符合当下条件，如果动作使用条件符合聊天内容就使用"
-        "2.如果相同的内容已经被执行，请不要重复执行"
-        "3.某句话如果已经被回复过，不要重复回复"
+    private_plan_style: str = Field(
+        default=(
+            "1.思考**所有**的可用的action中的**每个动作**是否符合当下条件，如果动作使用条件符合聊天内容就使用"
+            "2.如果相同的内容已经被执行，请不要重复执行"
+            "3.某句话如果已经被回复过，不要重复回复"
+        ),
+        json_schema_extra={
+            "x-widget": "textarea",
+            "x-icon": "user",
+        },
     )
     """_wrap_私聊说话规则，行为风格（实验性功能）"""
 
-    chat_prompts: list[ExtraPromptItem] = Field(default_factory=lambda: [])
+    chat_prompts: list[ExtraPromptItem] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "list",
+        },
+    )
     """_wrap_为指定聊天添加额外的prompt配置列表"""
 
-    lpmm_memory: bool = False
+    lpmm_memory: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "database",
+        },
+    )
     """是否将聊天历史总结导入到LPMM知识库。开启后，chat_history_summarizer总结出的历史记录会同时导入到知识库"""
 
 
 class MaimMessageConfig(ConfigBase):
     """maim_message配置类"""
 
-    ws_server_host: str = "127.0.0.1"
+    ws_server_host: str = Field(
+        default="127.0.0.1",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "server",
+        },
+    )
     """旧版基于WS的服务器主机地址"""
 
-    ws_server_port: int = 8080
+    ws_server_port: int = Field(
+        default=8080,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """旧版基于WS的服务器端口号"""
 
-    auth_token: list[str] = Field(default_factory=lambda: [])
+    auth_token: list[str] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "key",
+        },
+    )
     """认证令牌，用于旧版API验证，为空则不启用验证"""
 
-    enable_api_server: bool = False
+    enable_api_server: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "server",
+        },
+    )
     """是否启用额外的新版API Server"""
 
-    api_server_host: str = "0.0.0.0"
+    api_server_host: str = Field(
+        default="0.0.0.0",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "globe",
+        },
+    )
     """新版API Server主机地址"""
 
-    api_server_port: int = 8090
+    api_server_port: int = Field(
+        default=8090,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """新版API Server端口号"""
 
-    api_server_use_wss: bool = False
+    api_server_use_wss: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "lock",
+        },
+    )
     """新版API Server是否启用WSS"""
 
-    api_server_cert_file: str = ""
+    api_server_cert_file: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "file",
+        },
+    )
     """新版API Server SSL证书文件路径"""
 
-    api_server_key_file: str = ""
+    api_server_key_file: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "key",
+        },
+    )
     """新版API Server SSL密钥文件路径"""
 
-    api_server_allowed_api_keys: list[str] = Field(default_factory=lambda: [])
+    api_server_allowed_api_keys: list[str] = Field(
+        default_factory=lambda: [],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "shield",
+        },
+    )
     """新版API Server允许的API Key列表，为空则允许所有连接"""
 
 
 class LPMMKnowledgeConfig(ConfigBase):
     """LPMM知识库配置类"""
 
-    enable: bool = True
+    enable: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "database",
+        },
+    )
     """是否启用LPMM知识库"""
 
-    lpmm_mode: Literal["classic", "agent"] = "classic"
+    lpmm_mode: Literal["classic", "agent"] = Field(
+        default="classic",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "brain",
+        },
+    )
     """LPMM知识库模式，可选：classic经典模式，agent 模式"""
 
-    rag_synonym_search_top_k: int = 10
+    rag_synonym_search_top_k: int = Field(
+        default=10,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """同义检索TopK"""
 
-    rag_synonym_threshold: float = 0.8
+    rag_synonym_threshold: float = Field(
+        default=0.8,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.1,
+        },
+    )
     """同义阈值，相似度高于该值的关系会被当作同义词"""
 
-    info_extraction_workers: int = 3
+    info_extraction_workers: int = Field(
+        default=3,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "cpu",
+        },
+    )
     """实体抽取同时执行线程数，非Pro模型不要设置超过5"""
 
-    qa_relation_search_top_k: int = 10
+    qa_relation_search_top_k: int = Field(
+        default=10,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """关系检索TopK"""
 
-    qa_relation_threshold: float = 0.75
+    qa_relation_threshold: float = Field(
+        default=0.75,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.05,
+        },
+    )
     """关系阈值，相似度高于该值的关系会被认为是相关关系"""
 
-    qa_paragraph_search_top_k: int = 1000
+    qa_paragraph_search_top_k: int = Field(
+        default=1000,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """段落检索TopK（不能过小，可能影响搜索结果）"""
 
-    qa_paragraph_node_weight: float = 0.05
+    qa_paragraph_node_weight: float = Field(
+        default=0.05,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "weight",
+            "step": 0.01,
+        },
+    )
     """段落节点权重（在图搜索&PPR计算中的权重，当搜索仅使用DPR时，此参数不起作用）"""
 
-    qa_ent_filter_top_k: int = 10
+    qa_ent_filter_top_k: int = Field(
+        default=10,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """实体过滤TopK"""
 
-    qa_ppr_damping: float = 0.8
+    qa_ppr_damping: float = Field(
+        default=0.8,
+        ge=0,
+        le=1,
+        json_schema_extra={
+            "x-widget": "slider",
+            "x-icon": "percent",
+            "step": 0.1,
+        },
+    )
     """PPR阻尼系数"""
 
-    qa_res_top_k: int = 10
+    qa_res_top_k: int = Field(
+        default=10,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """最终提供段落TopK"""
 
-    embedding_dimension: int = 1024
+    embedding_dimension: int = Field(
+        default=1024,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """嵌入向量维度,输出维度"""
 
-    max_embedding_workers: int = 3
+    max_embedding_workers: int = Field(
+        default=3,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "cpu",
+        },
+    )
     """嵌入/抽取并发线程数"""
 
-    embedding_chunk_size: int = 4
+    embedding_chunk_size: int = Field(
+        default=4,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """每批嵌入的条数"""
 
-    max_synonym_entities: int = 2000
+    max_synonym_entities: int = Field(
+        default=2000,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """同义边参与的实体数上限，超限则跳过"""
 
-    enable_ppr: bool = True
+    enable_ppr: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "zap",
+        },
+    )
     """是否启用PPR，低配机器可关闭"""
 
 
 class DreamConfig(ConfigBase):
     """Dream配置类"""
 
-    interval_minutes: int = 30
+    interval_minutes: int = Field(
+        default=30,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "clock",
+        },
+    )
     """做梦时间间隔（分钟），默认30分钟"""
 
-    max_iterations: int = 20
+    max_iterations: int = Field(
+        default=20,
+        ge=1,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "hash",
+        },
+    )
     """做梦最大轮次，默认20轮"""
 
-    first_delay_seconds: int = 1800
+    first_delay_seconds: int = Field(
+        default=1800,
+        ge=0,
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "timer",
+        },
+    )
     """程序启动后首次做梦前的延迟时间（秒），默认1800秒"""
 
-    dream_send: str = ""
+    dream_send: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "send",
+        },
+    )
     """做梦结果推送目标，格式为 "platform:user_id，为空则不发送"""
 
-    dream_time_ranges: list[str] = Field(default_factory=lambda: ["23:00-10:00"])
+    dream_time_ranges: list[str] = Field(
+        default_factory=lambda: ["23:00-10:00"],
+        json_schema_extra={
+            "x-widget": "custom",
+            "x-icon": "moon",
+        },
+    )
     """_wrap_做梦时间段配置列表"""
 
-    dream_visible: bool = False
+    dream_visible: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "eye",
+        },
+    )
     """做梦结果发送后是否存储到上下文"""
 
     def model_post_init(self, context: Optional[dict] = None) -> None:
@@ -643,35 +1464,89 @@ class DreamConfig(ConfigBase):
 class WebUIConfig(ConfigBase):
     """WebUI配置类"""
 
-    enabled: bool = True
+    enabled: bool = Field(
+        default=True,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "monitor",
+        },
+    )
     """是否启用WebUI"""
 
-    mode: Literal["development", "production"] = "production"
+    mode: Literal["development", "production"] = Field(
+        default="production",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "settings",
+        },
+    )
     """运行模式：development(开发) 或 production(生产)"""
 
-    anti_crawler_mode: Literal["false", "strict", "loose", "basic"] = "basic"
+    anti_crawler_mode: Literal["false", "strict", "loose", "basic"] = Field(
+        default="basic",
+        json_schema_extra={
+            "x-widget": "select",
+            "x-icon": "shield",
+        },
+    )
     """防爬虫模式：false(禁用) / strict(严格) / loose(宽松) / basic(基础-只记录不阻止)"""
 
-    allowed_ips: str = "127.0.0.1"
+    allowed_ips: str = Field(
+        default="127.0.0.1",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "network",
+        },
+    )
     """IP白名单（逗号分隔，支持精确IP、CIDR格式和通配符）"""
 
-    trusted_proxies: str = ""
+    trusted_proxies: str = Field(
+        default="",
+        json_schema_extra={
+            "x-widget": "input",
+            "x-icon": "server",
+        },
+    )
     """信任的代理IP列表（逗号分隔），只有来自这些IP的X-Forwarded-For才被信任"""
 
-    trust_xff: bool = False
+    trust_xff: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "shield-check",
+        },
+    )
     """是否启用X-Forwarded-For代理解析（默认false）"""
 
-    secure_cookie: bool = False
+    secure_cookie: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "cookie",
+        },
+    )
     """是否启用安全Cookie（仅通过HTTPS传输，默认false）"""
 
-    enable_paragraph_content: bool = False
+    enable_paragraph_content: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "file-text",
+        },
+    )
     """是否在知识图谱中加载段落完整内容（需要加载embedding store，会占用额外内存）"""
 
 
 class DatabaseConfig(ConfigBase):
     """数据库配置类"""
 
-    save_binary_data: bool = False
+    save_binary_data: bool = Field(
+        default=False,
+        json_schema_extra={
+            "x-widget": "switch",
+            "x-icon": "save",
+        },
+    )
     """
     是否将消息中的二进制数据保存为独立文件
     若启用，消息中的语音等二进制数据将会保存为独立文件，并在消息中以特殊标记替代。启用会导致数据文件夹体积增大，但可以实现二次识别等功能。
diff --git a/src/webui/api/planner.py b/src/webui/api/planner.py
new file mode 100644
index 00000000..b28e7a0d
--- /dev/null
+++ b/src/webui/api/planner.py
@@ -0,0 +1,301 @@
+"""
+规划器监控API
+提供规划器日志数据的查询接口
+
+性能优化：
+1. 聊天摘要只统计文件数量和最新时间戳，不读取文件内容
+2. 日志列表使用文件名解析时间戳，只在需要时读取完整内容
+3. 详情按需加载
+"""
+import json
+from pathlib import Path
+from typing import List, Dict, Optional
+from fastapi import APIRouter, HTTPException, Query
+from pydantic import BaseModel
+
+router = APIRouter(prefix="/api/planner", tags=["planner"])
+
+# 规划器日志目录
+PLAN_LOG_DIR = Path("logs/plan")
+
+
+class ChatSummary(BaseModel):
+    """聊天摘要 - 轻量级，不读取文件内容"""
+    chat_id: str
+    plan_count: int
+    latest_timestamp: float
+    latest_filename: str
+
+
+class PlanLogSummary(BaseModel):
+    """规划日志摘要"""
+    chat_id: str
+    timestamp: float
+    filename: str
+    action_count: int
+    action_types: List[str]  # 动作类型列表
+    total_plan_ms: float
+    llm_duration_ms: float
+    reasoning_preview: str
+
+
+class PlanLogDetail(BaseModel):
+    """规划日志详情"""
+    type: str
+    chat_id: str
+    timestamp: float
+    prompt: str
+    reasoning: str
+    raw_output: str
+    actions: List[Dict]
+    timing: Dict
+    extra: Optional[Dict] = None
+
+
+class PlannerOverview(BaseModel):
+    """规划器总览 - 轻量级统计"""
+    total_chats: int
+    total_plans: int
+    chats: List[ChatSummary]
+
+
+class PaginatedChatLogs(BaseModel):
+    """分页的聊天日志列表"""
+    data: List[PlanLogSummary]
+    total: int
+    page: int
+    page_size: int
+    chat_id: str
+
+
+def parse_timestamp_from_filename(filename: str) -> float:
+    """从文件名解析时间戳: 1766497488220_af92bdb1.json -> 1766497488.220"""
+    try:
+        timestamp_str = filename.split('_')[0]
+        # 时间戳是毫秒级，需要转换为秒
+        return float(timestamp_str) / 1000
+    except (ValueError, IndexError):
+        return 0
+
+
+@router.get("/overview", response_model=PlannerOverview)
+async def get_planner_overview():
+    """
+    获取规划器总览 - 轻量级接口
+    只统计文件数量，不读取文件内容
+    """
+    if not PLAN_LOG_DIR.exists():
+        return PlannerOverview(total_chats=0, total_plans=0, chats=[])
+    
+    chats = []
+    total_plans = 0
+    
+    for chat_dir in PLAN_LOG_DIR.iterdir():
+        if not chat_dir.is_dir():
+            continue
+        
+        # 只统计json文件数量
+        json_files = list(chat_dir.glob("*.json"))
+        plan_count = len(json_files)
+        total_plans += plan_count
+        
+        if plan_count == 0:
+            continue
+        
+        # 从文件名获取最新时间戳
+        latest_file = max(json_files, key=lambda f: parse_timestamp_from_filename(f.name))
+        latest_timestamp = parse_timestamp_from_filename(latest_file.name)
+        
+        chats.append(ChatSummary(
+            chat_id=chat_dir.name,
+            plan_count=plan_count,
+            latest_timestamp=latest_timestamp,
+            latest_filename=latest_file.name
+        ))
+    
+    # 按最新时间戳排序
+    chats.sort(key=lambda x: x.latest_timestamp, reverse=True)
+    
+    return PlannerOverview(
+        total_chats=len(chats),
+        total_plans=total_plans,
+        chats=chats
+    )
+
+
+@router.get("/chat/{chat_id}/logs", response_model=PaginatedChatLogs)
+async def get_chat_plan_logs(
+    chat_id: str,
+    page: int = Query(1, ge=1),
+    page_size: int = Query(20, ge=1, le=100),
+    search: Optional[str] = Query(None, description="搜索关键词，匹配提示词内容")
+):
+    """
+    获取指定聊天的规划日志列表（分页）
+    需要读取文件内容获取摘要信息
+    支持搜索提示词内容
+    """
+    chat_dir = PLAN_LOG_DIR / chat_id
+    if not chat_dir.exists():
+        return PaginatedChatLogs(
+            data=[], total=0, page=page, page_size=page_size, chat_id=chat_id
+        )
+    
+    # 先获取所有文件并按时间戳排序
+    json_files = list(chat_dir.glob("*.json"))
+    json_files.sort(key=lambda f: parse_timestamp_from_filename(f.name), reverse=True)
+    
+    # 如果有搜索关键词，需要过滤文件
+    if search:
+        search_lower = search.lower()
+        filtered_files = []
+        for log_file in json_files:
+            try:
+                with open(log_file, 'r', encoding='utf-8') as f:
+                    data = json.load(f)
+                    prompt = data.get('prompt', '')
+                    if search_lower in prompt.lower():
+                        filtered_files.append(log_file)
+            except Exception:
+                continue
+        json_files = filtered_files
+    
+    total = len(json_files)
+    
+    # 分页 - 只读取当前页的文件
+    offset = (page - 1) * page_size
+    page_files = json_files[offset:offset + page_size]
+    
+    logs = []
+    for log_file in page_files:
+        try:
+            with open(log_file, 'r', encoding='utf-8') as f:
+                data = json.load(f)
+                reasoning = data.get('reasoning', '')
+                actions = data.get('actions', [])
+                action_types = [a.get('action_type', '') for a in actions if a.get('action_type')]
+                logs.append(PlanLogSummary(
+                    chat_id=data.get('chat_id', chat_id),
+                    timestamp=data.get('timestamp', parse_timestamp_from_filename(log_file.name)),
+                    filename=log_file.name,
+                    action_count=len(actions),
+                    action_types=action_types,
+                    total_plan_ms=data.get('timing', {}).get('total_plan_ms', 0),
+                    llm_duration_ms=data.get('timing', {}).get('llm_duration_ms', 0),
+                    reasoning_preview=reasoning[:100] if reasoning else ''
+                ))
+        except Exception:
+            # 文件读取失败时使用文件名信息
+            logs.append(PlanLogSummary(
+                chat_id=chat_id,
+                timestamp=parse_timestamp_from_filename(log_file.name),
+                filename=log_file.name,
+                action_count=0,
+                action_types=[],
+                total_plan_ms=0,
+                llm_duration_ms=0,
+                reasoning_preview='[读取失败]'
+            ))
+    
+    return PaginatedChatLogs(
+        data=logs,
+        total=total,
+        page=page,
+        page_size=page_size,
+        chat_id=chat_id
+    )
+
+
+@router.get("/log/{chat_id}/{filename}", response_model=PlanLogDetail)
+async def get_log_detail(chat_id: str, filename: str):
+    """获取规划日志详情 - 按需加载完整内容"""
+    log_file = PLAN_LOG_DIR / chat_id / filename
+    if not log_file.exists():
+        raise HTTPException(status_code=404, detail="日志文件不存在")
+    
+    try:
+        with open(log_file, 'r', encoding='utf-8') as f:
+            data = json.load(f)
+            return PlanLogDetail(**data)
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"读取日志失败: {str(e)}")
+
+
+# ========== 兼容旧接口 ==========
+
+@router.get("/stats")
+async def get_planner_stats():
+    """获取规划器统计信息 - 兼容旧接口"""
+    overview = await get_planner_overview()
+    
+    # 获取最近10条计划的摘要
+    recent_plans = []
+    for chat in overview.chats[:5]:  # 从最近5个聊天中获取
+        try:
+            chat_logs = await get_chat_plan_logs(chat.chat_id, page=1, page_size=2)
+            recent_plans.extend(chat_logs.data)
+        except Exception:
+            continue
+    
+    # 按时间排序取前10
+    recent_plans.sort(key=lambda x: x.timestamp, reverse=True)
+    recent_plans = recent_plans[:10]
+    
+    return {
+        "total_chats": overview.total_chats,
+        "total_plans": overview.total_plans,
+        "avg_plan_time_ms": 0,
+        "avg_llm_time_ms": 0,
+        "recent_plans": recent_plans
+    }
+
+
+@router.get("/chats")
+async def get_chat_list():
+    """获取所有聊天ID列表 - 兼容旧接口"""
+    overview = await get_planner_overview()
+    return [chat.chat_id for chat in overview.chats]
+
+
+@router.get("/all-logs")
+async def get_all_logs(
+    page: int = Query(1, ge=1),
+    page_size: int = Query(20, ge=1, le=100)
+):
+    """获取所有规划日志 - 兼容旧接口"""
+    if not PLAN_LOG_DIR.exists():
+        return {"data": [], "total": 0, "page": page, "page_size": page_size}
+    
+    # 收集所有文件
+    all_files = []
+    for chat_dir in PLAN_LOG_DIR.iterdir():
+        if chat_dir.is_dir():
+            for log_file in chat_dir.glob("*.json"):
+                all_files.append((chat_dir.name, log_file))
+    
+    # 按时间戳排序
+    all_files.sort(key=lambda x: parse_timestamp_from_filename(x[1].name), reverse=True)
+    
+    total = len(all_files)
+    offset = (page - 1) * page_size
+    page_files = all_files[offset:offset + page_size]
+    
+    logs = []
+    for chat_id, log_file in page_files:
+        try:
+            with open(log_file, 'r', encoding='utf-8') as f:
+                data = json.load(f)
+                reasoning = data.get('reasoning', '')
+                logs.append({
+                    "chat_id": data.get('chat_id', chat_id),
+                    "timestamp": data.get('timestamp', parse_timestamp_from_filename(log_file.name)),
+                    "filename": log_file.name,
+                    "action_count": len(data.get('actions', [])),
+                    "total_plan_ms": data.get('timing', {}).get('total_plan_ms', 0),
+                    "llm_duration_ms": data.get('timing', {}).get('llm_duration_ms', 0),
+                    "reasoning_preview": reasoning[:100] if reasoning else ''
+                })
+        except Exception:
+            continue
+    
+    return {"data": logs, "total": total, "page": page, "page_size": page_size}
\ No newline at end of file
diff --git a/src/webui/api/replier.py b/src/webui/api/replier.py
new file mode 100644
index 00000000..3ea71286
--- /dev/null
+++ b/src/webui/api/replier.py
@@ -0,0 +1,269 @@
+"""
+回复器监控API
+提供回复器日志数据的查询接口
+
+性能优化：
+1. 聊天摘要只统计文件数量和最新时间戳，不读取文件内容
+2. 日志列表使用文件名解析时间戳，只在需要时读取完整内容
+3. 详情按需加载
+"""
+import json
+from pathlib import Path
+from typing import List, Dict, Optional
+from fastapi import APIRouter, HTTPException, Query
+from pydantic import BaseModel
+
+router = APIRouter(prefix="/api/replier", tags=["replier"])
+
+# 回复器日志目录
+REPLY_LOG_DIR = Path("logs/reply")
+
+
+class ReplierChatSummary(BaseModel):
+    """聊天摘要 - 轻量级，不读取文件内容"""
+    chat_id: str
+    reply_count: int
+    latest_timestamp: float
+    latest_filename: str
+
+
+class ReplyLogSummary(BaseModel):
+    """回复日志摘要"""
+    chat_id: str
+    timestamp: float
+    filename: str
+    model: str
+    success: bool
+    llm_ms: float
+    overall_ms: float
+    output_preview: str
+
+
+class ReplyLogDetail(BaseModel):
+    """回复日志详情"""
+    type: str
+    chat_id: str
+    timestamp: float
+    prompt: str
+    output: str
+    processed_output: List[str]
+    model: str
+    reasoning: str
+    think_level: int
+    timing: Dict
+    error: Optional[str] = None
+    success: bool
+
+
+class ReplierOverview(BaseModel):
+    """回复器总览 - 轻量级统计"""
+    total_chats: int
+    total_replies: int
+    chats: List[ReplierChatSummary]
+
+
+class PaginatedReplyLogs(BaseModel):
+    """分页的回复日志列表"""
+    data: List[ReplyLogSummary]
+    total: int
+    page: int
+    page_size: int
+    chat_id: str
+
+
+def parse_timestamp_from_filename(filename: str) -> float:
+    """从文件名解析时间戳: 1766497488220_af92bdb1.json -> 1766497488.220"""
+    try:
+        timestamp_str = filename.split('_')[0]
+        # 时间戳是毫秒级，需要转换为秒
+        return float(timestamp_str) / 1000
+    except (ValueError, IndexError):
+        return 0
+
+
+@router.get("/overview", response_model=ReplierOverview)
+async def get_replier_overview():
+    """
+    获取回复器总览 - 轻量级接口
+    只统计文件数量，不读取文件内容
+    """
+    if not REPLY_LOG_DIR.exists():
+        return ReplierOverview(total_chats=0, total_replies=0, chats=[])
+    
+    chats = []
+    total_replies = 0
+    
+    for chat_dir in REPLY_LOG_DIR.iterdir():
+        if not chat_dir.is_dir():
+            continue
+        
+        # 只统计json文件数量
+        json_files = list(chat_dir.glob("*.json"))
+        reply_count = len(json_files)
+        total_replies += reply_count
+        
+        if reply_count == 0:
+            continue
+        
+        # 从文件名获取最新时间戳
+        latest_file = max(json_files, key=lambda f: parse_timestamp_from_filename(f.name))
+        latest_timestamp = parse_timestamp_from_filename(latest_file.name)
+        
+        chats.append(ReplierChatSummary(
+            chat_id=chat_dir.name,
+            reply_count=reply_count,
+            latest_timestamp=latest_timestamp,
+            latest_filename=latest_file.name
+        ))
+    
+    # 按最新时间戳排序
+    chats.sort(key=lambda x: x.latest_timestamp, reverse=True)
+    
+    return ReplierOverview(
+        total_chats=len(chats),
+        total_replies=total_replies,
+        chats=chats
+    )
+
+
+@router.get("/chat/{chat_id}/logs", response_model=PaginatedReplyLogs)
+async def get_chat_reply_logs(
+    chat_id: str,
+    page: int = Query(1, ge=1),
+    page_size: int = Query(20, ge=1, le=100),
+    search: Optional[str] = Query(None, description="搜索关键词，匹配提示词内容")
+):
+    """
+    获取指定聊天的回复日志列表（分页）
+    需要读取文件内容获取摘要信息
+    支持搜索提示词内容
+    """
+    chat_dir = REPLY_LOG_DIR / chat_id
+    if not chat_dir.exists():
+        return PaginatedReplyLogs(
+            data=[], total=0, page=page, page_size=page_size, chat_id=chat_id
+        )
+    
+    # 先获取所有文件并按时间戳排序
+    json_files = list(chat_dir.glob("*.json"))
+    json_files.sort(key=lambda f: parse_timestamp_from_filename(f.name), reverse=True)
+    
+    # 如果有搜索关键词，需要过滤文件
+    if search:
+        search_lower = search.lower()
+        filtered_files = []
+        for log_file in json_files:
+            try:
+                with open(log_file, 'r', encoding='utf-8') as f:
+                    data = json.load(f)
+                    prompt = data.get('prompt', '')
+                    if search_lower in prompt.lower():
+                        filtered_files.append(log_file)
+            except Exception:
+                continue
+        json_files = filtered_files
+    
+    total = len(json_files)
+    
+    # 分页 - 只读取当前页的文件
+    offset = (page - 1) * page_size
+    page_files = json_files[offset:offset + page_size]
+    
+    logs = []
+    for log_file in page_files:
+        try:
+            with open(log_file, 'r', encoding='utf-8') as f:
+                data = json.load(f)
+                output = data.get('output', '')
+                logs.append(ReplyLogSummary(
+                    chat_id=data.get('chat_id', chat_id),
+                    timestamp=data.get('timestamp', parse_timestamp_from_filename(log_file.name)),
+                    filename=log_file.name,
+                    model=data.get('model', ''),
+                    success=data.get('success', True),
+                    llm_ms=data.get('timing', {}).get('llm_ms', 0),
+                    overall_ms=data.get('timing', {}).get('overall_ms', 0),
+                    output_preview=output[:100] if output else ''
+                ))
+        except Exception:
+            # 文件读取失败时使用文件名信息
+            logs.append(ReplyLogSummary(
+                chat_id=chat_id,
+                timestamp=parse_timestamp_from_filename(log_file.name),
+                filename=log_file.name,
+                model='',
+                success=False,
+                llm_ms=0,
+                overall_ms=0,
+                output_preview='[读取失败]'
+            ))
+    
+    return PaginatedReplyLogs(
+        data=logs,
+        total=total,
+        page=page,
+        page_size=page_size,
+        chat_id=chat_id
+    )
+
+
+@router.get("/log/{chat_id}/{filename}", response_model=ReplyLogDetail)
+async def get_reply_log_detail(chat_id: str, filename: str):
+    """获取回复日志详情 - 按需加载完整内容"""
+    log_file = REPLY_LOG_DIR / chat_id / filename
+    if not log_file.exists():
+        raise HTTPException(status_code=404, detail="日志文件不存在")
+    
+    try:
+        with open(log_file, 'r', encoding='utf-8') as f:
+            data = json.load(f)
+            return ReplyLogDetail(
+                type=data.get('type', 'reply'),
+                chat_id=data.get('chat_id', chat_id),
+                timestamp=data.get('timestamp', 0),
+                prompt=data.get('prompt', ''),
+                output=data.get('output', ''),
+                processed_output=data.get('processed_output', []),
+                model=data.get('model', ''),
+                reasoning=data.get('reasoning', ''),
+                think_level=data.get('think_level', 0),
+                timing=data.get('timing', {}),
+                error=data.get('error'),
+                success=data.get('success', True)
+            )
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=f"读取日志失败: {str(e)}")
+
+
+# ========== 兼容接口 ==========
+
+@router.get("/stats")
+async def get_replier_stats():
+    """获取回复器统计信息"""
+    overview = await get_replier_overview()
+    
+    # 获取最近10条回复的摘要
+    recent_replies = []
+    for chat in overview.chats[:5]:  # 从最近5个聊天中获取
+        try:
+            chat_logs = await get_chat_reply_logs(chat.chat_id, page=1, page_size=2)
+            recent_replies.extend(chat_logs.data)
+        except Exception:
+            continue
+    
+    # 按时间排序取前10
+    recent_replies.sort(key=lambda x: x.timestamp, reverse=True)
+    recent_replies = recent_replies[:10]
+    
+    return {
+        "total_chats": overview.total_chats,
+        "total_replies": overview.total_replies,
+        "recent_replies": recent_replies
+    }
+
+
+@router.get("/chats")
+async def get_replier_chat_list():
+    """获取所有聊天ID列表"""
+    overview = await get_replier_overview()
+    return [chat.chat_id for chat in overview.chats]
\ No newline at end of file
diff --git a/src/webui/config_schema.py b/src/webui/config_schema.py
new file mode 100644
index 00000000..711b18a8
--- /dev/null
+++ b/src/webui/config_schema.py
@@ -0,0 +1,133 @@
+import inspect
+from typing import Any, get_args, get_origin
+
+from pydantic_core import PydanticUndefined
+
+from src.config.config_base import ConfigBase
+
+
+class ConfigSchemaGenerator:
+    @classmethod
+    def generate_schema(cls, config_class: type[ConfigBase], include_nested: bool = True) -> dict[str, Any]:
+        return cls.generate_config_schema(config_class, include_nested=include_nested)
+
+    @classmethod
+    def generate_config_schema(cls, config_class: type[ConfigBase], include_nested: bool = True) -> dict[str, Any]:
+        fields: list[dict[str, Any]] = []
+        nested: dict[str, dict[str, Any]] = {}
+
+        for field_name, field_info in config_class.model_fields.items():
+            if field_name in {"field_docs", "_validate_any", "suppress_any_warning"}:
+                continue
+
+            field_schema = cls._build_field_schema(config_class, field_name, field_info.annotation, field_info)
+            fields.append(field_schema)
+
+            if include_nested:
+                nested_schema = cls._build_nested_schema(field_info.annotation)
+                if nested_schema is not None:
+                    nested[field_name] = nested_schema
+
+        return {
+            "className": config_class.__name__,
+            "classDoc": (config_class.__doc__ or "").strip(),
+            "fields": fields,
+            "nested": nested,
+        }
+
+    @classmethod
+    def _build_nested_schema(cls, annotation: Any) -> dict[str, Any] | None:
+        origin = get_origin(annotation)
+        args = get_args(annotation)
+
+        if inspect.isclass(annotation) and issubclass(annotation, ConfigBase):
+            return cls.generate_config_schema(annotation)
+
+        if origin in {list, tuple} and args:
+            first = args[0]
+            if inspect.isclass(first) and issubclass(first, ConfigBase):
+                return cls.generate_config_schema(first)
+
+        return None
+
+    @classmethod
+    def _build_field_schema(
+        cls, config_class: type[ConfigBase], field_name: str, annotation: Any, field_info: Any
+    ) -> dict[str, Any]:
+        field_docs = config_class.get_class_field_docs()
+        field_type = cls._map_field_type(annotation)
+        schema: dict[str, Any] = {
+            "name": field_name,
+            "type": field_type,
+            "label": field_name,
+            "description": field_docs.get(field_name, field_info.description or ""),
+            "required": field_info.is_required(),
+        }
+
+        if field_info.default is not PydanticUndefined:
+            schema["default"] = field_info.default
+
+        origin = get_origin(annotation)
+        args = get_args(annotation)
+
+        if origin is list and args:
+            schema["items"] = {"type": cls._map_field_type(args[0])}
+
+        options = cls._extract_options(annotation)
+        if options:
+            schema["options"] = options
+
+        # Task 1c: Merge json_schema_extra (x-widget, x-icon, step, etc.)
+        if hasattr(field_info, "json_schema_extra") and field_info.json_schema_extra:
+            schema.update(field_info.json_schema_extra)
+
+        # Task 1d: Map Pydantic constraints to minValue/maxValue (frontend naming convention)
+        if hasattr(field_info, "metadata") and field_info.metadata:
+            for constraint in field_info.metadata:
+                if hasattr(constraint, "ge"):
+                    schema["minValue"] = constraint.ge
+                if hasattr(constraint, "le"):
+                    schema["maxValue"] = constraint.le
+
+        return schema
+
+    @staticmethod
+    def _extract_options(annotation: Any) -> list[str] | None:
+        origin = get_origin(annotation)
+        if origin is None:
+            return None
+        if str(origin) != "typing.Literal":
+            return None
+
+        args = get_args(annotation)
+        options = [str(item) for item in args]
+        return options or None
+
+    @classmethod
+    def _map_field_type(cls, annotation: Any) -> str:
+        origin = get_origin(annotation)
+        args = get_args(annotation)
+
+        if origin in {list, tuple}:
+            return "array"
+        if inspect.isclass(annotation) and issubclass(annotation, ConfigBase):
+            return "object"
+        if annotation is bool:
+            return "boolean"
+        if annotation is int:
+            return "integer"
+        if annotation is float:
+            return "number"
+        if annotation is str:
+            return "string"
+
+        if origin in {list, tuple} and args:
+            return "array"
+
+        if origin in {dict}:
+            return "object"
+
+        if origin is not None and str(origin) == "typing.Literal":
+            return "select"
+
+        return "string"
diff --git a/src/webui/routers/config.py b/src/webui/routers/config.py
index 451f026b..b8394dcf 100644
--- a/src/webui/routers/config.py
+++ b/src/webui/routers/config.py
@@ -10,7 +10,7 @@ from typing import Any, Annotated, Optional
 from src.common.logger import get_logger
 from src.webui.core import verify_auth_token_from_cookie_or_header
 from src.common.toml_utils import save_toml_with_format, _update_toml_doc
-from src.config.config import Config, APIAdapterConfig, CONFIG_DIR, PROJECT_ROOT
+from src.config.config import Config, ModelConfig, CONFIG_DIR, PROJECT_ROOT
 from src.config.official_configs import (
     BotConfig,
     PersonalityConfig,
@@ -77,7 +77,7 @@ async def get_bot_config_schema(_auth: bool = Depends(require_auth)):
 async def get_model_config_schema(_auth: bool = Depends(require_auth)):
     """获取模型配置架构（包含提供商和模型任务配置）"""
     try:
-        schema = ConfigSchemaGenerator.generate_config_schema(APIAdapterConfig)
+        schema = ConfigSchemaGenerator.generate_config_schema(ModelConfig)
         return {"success": True, "schema": schema}
     except Exception as e:
         logger.error(f"获取模型配置架构失败: {e}")
@@ -227,7 +227,7 @@ async def update_model_config(config_data: ConfigBody, _auth: bool = Depends(req
     try:
         # 验证配置数据
         try:
-            APIAdapterConfig.from_dict(config_data)
+            ModelConfig.from_dict(config_data)
         except Exception as e:
             raise HTTPException(status_code=400, detail=f"配置数据验证失败: {str(e)}") from e
 
@@ -377,7 +377,7 @@ async def update_model_config_section(
 
         # 验证完整配置
         try:
-            APIAdapterConfig.from_dict(config_data)
+            ModelConfig.from_dict(config_data)
         except Exception as e:
             logger.error(f"配置数据验证失败，详细错误: {str(e)}")
             # 特殊处理：如果是更新 api_providers，检查是否有模型引用了已删除的provider
diff --git a/src/webui/routers/emoji.py b/src/webui/routers/emoji.py
index ea09f68e..98e8c588 100644
--- a/src/webui/routers/emoji.py
+++ b/src/webui/routers/emoji.py
@@ -1,21 +1,27 @@
 """表情包管理 API 路由"""
 
-from fastapi import APIRouter, HTTPException, Header, Query, UploadFile, File, Form, Cookie
+from concurrent.futures import ThreadPoolExecutor
+from datetime import datetime
+from pathlib import Path
+from typing import Annotated, Any, List, Optional
+
+import asyncio
+import hashlib
+import io
+import os
+import threading
+
+from fastapi import APIRouter, Cookie, File, Form, Header, HTTPException, Query, UploadFile
 from fastapi.responses import FileResponse, JSONResponse
 from pydantic import BaseModel
-from typing import Optional, List, Annotated
-from src.common.logger import get_logger
-from src.common.database.database_model import Emoji
-from src.webui.core import get_token_manager, verify_auth_token_from_cookie_or_header
-import time
-import os
-import hashlib
 from PIL import Image
-import io
-from pathlib import Path
-import threading
-import asyncio
-from concurrent.futures import ThreadPoolExecutor
+from sqlalchemy import func
+from sqlmodel import col, select
+
+from src.common.database.database import get_db_session
+from src.common.database.database_model import Images, ImageType
+from src.common.logger import get_logger
+from src.webui.core import get_token_manager, verify_auth_token_from_cookie_or_header
 
 logger = get_logger("webui.emoji")
 
@@ -61,7 +67,7 @@ def _background_generate_thumbnail(source_path: str, file_hash: str) -> None:
 
 def _ensure_thumbnail_cache_dir() -> Path:
     """确保缩略图缓存目录存在"""
-    THUMBNAIL_CACHE_DIR.mkdir(parents=True, exist_ok=True)
+    _ = THUMBNAIL_CACHE_DIR.mkdir(parents=True, exist_ok=True)
     return THUMBNAIL_CACHE_DIR
 
 
@@ -99,7 +105,7 @@ def _generate_thumbnail(source_path: str, file_hash: str) -> Path:
         try:
             with Image.open(source_path) as img:
                 # GIF 处理：提取第一帧
-                if hasattr(img, "n_frames") and img.n_frames > 1:
+                if getattr(img, "n_frames", 1) > 1:
                     img.seek(0)  # 确保在第一帧
 
                 # 转换为 RGB/RGBA（WebP 支持透明度）
@@ -138,9 +144,9 @@ def cleanup_orphaned_thumbnails() -> tuple[int, int]:
         return 0, 0
 
     # 获取所有表情包的哈希值
-    valid_hashes = set()
-    for emoji in Emoji.select(Emoji.emoji_hash):
-        valid_hashes.add(emoji.emoji_hash)
+    with get_db_session() as session:
+        statement = select(Images.image_hash).where(col(Images.image_type) == ImageType.EMOJI)
+        valid_hashes = set(session.exec(statement).all())
 
     cleaned = 0
     kept = 0
@@ -179,7 +185,6 @@ class EmojiResponse(BaseModel):
 
     id: int
     full_path: str
-    format: str
     emoji_hash: str
     description: str
     query_count: int
@@ -188,7 +193,6 @@ class EmojiResponse(BaseModel):
     emotion: Optional[str]  # 直接返回字符串
     record_time: float
     register_time: Optional[float]
-    usage_count: int
     last_used_time: Optional[float]
 
 
@@ -257,22 +261,19 @@ def verify_auth_token(
     return verify_auth_token_from_cookie_or_header(maibot_session, authorization)
 
 
-def emoji_to_response(emoji: Emoji) -> EmojiResponse:
-    """将 Emoji 模型转换为响应对象"""
+def emoji_to_response(image: Images) -> EmojiResponse:
     return EmojiResponse(
-        id=emoji.id,
-        full_path=emoji.full_path,
-        format=emoji.format,
-        emoji_hash=emoji.emoji_hash,
-        description=emoji.description,
-        query_count=emoji.query_count,
-        is_registered=emoji.is_registered,
-        is_banned=emoji.is_banned,
-        emotion=str(emoji.emotion) if emoji.emotion is not None else None,
-        record_time=emoji.record_time,
-        register_time=emoji.register_time,
-        usage_count=emoji.usage_count,
-        last_used_time=emoji.last_used_time,
+        id=image.id if image.id is not None else 0,
+        full_path=image.full_path,
+        emoji_hash=image.image_hash,
+        description=image.description,
+        query_count=image.query_count,
+        is_registered=image.is_registered,
+        is_banned=image.is_banned,
+        emotion=image.emotion,
+        record_time=image.record_time.timestamp() if image.record_time else 0.0,
+        register_time=image.register_time.timestamp() if image.register_time else None,
+        last_used_time=image.last_used_time.timestamp() if image.last_used_time else None,
     )
 
 
@@ -283,8 +284,7 @@ async def get_emoji_list(
     search: Optional[str] = Query(None, description="搜索关键词"),
     is_registered: Optional[bool] = Query(None, description="是否已注册筛选"),
     is_banned: Optional[bool] = Query(None, description="是否被禁用筛选"),
-    format: Optional[str] = Query(None, description="格式筛选"),
-    sort_by: Optional[str] = Query("usage_count", description="排序字段"),
+    sort_by: Optional[str] = Query("query_count", description="排序字段"),
     sort_order: Optional[str] = Query("desc", description="排序方向"),
     maibot_session: Optional[str] = Cookie(None),
     authorization: Optional[str] = Header(None),
@@ -298,8 +298,7 @@ async def get_emoji_list(
         search: 搜索关键词 (匹配 description, emoji_hash)
         is_registered: 是否已注册筛选
         is_banned: 是否被禁用筛选
-        format: 格式筛选
-        sort_by: 排序字段 (usage_count, register_time, record_time, last_used_time)
+        sort_by: 排序字段 (query_count, register_time, record_time, last_used_time)
         sort_order: 排序方向 (asc, desc)
         authorization: Authorization header
 
@@ -310,47 +309,58 @@ async def get_emoji_list(
         verify_auth_token(maibot_session, authorization)
 
         # 构建查询
-        query = Emoji.select()
+        statement = select(Images).where(col(Images.image_type) == ImageType.EMOJI)
 
         # 搜索过滤
         if search:
-            query = query.where((Emoji.description.contains(search)) | (Emoji.emoji_hash.contains(search)))
+            statement = statement.where(
+                (col(Images.description).contains(search)) | (col(Images.image_hash).contains(search))
+            )
 
         # 注册状态过滤
         if is_registered is not None:
-            query = query.where(Emoji.is_registered == is_registered)
+            statement = statement.where(col(Images.is_registered) == is_registered)
 
         # 禁用状态过滤
         if is_banned is not None:
-            query = query.where(Emoji.is_banned == is_banned)
-
-        # 格式过滤
-        if format:
-            query = query.where(Emoji.format == format)
+            statement = statement.where(col(Images.is_banned) == is_banned)
 
         # 排序字段映射
         sort_field_map = {
-            "usage_count": Emoji.usage_count,
-            "register_time": Emoji.register_time,
-            "record_time": Emoji.record_time,
-            "last_used_time": Emoji.last_used_time,
+            "usage_count": col(Images.query_count),
+            "query_count": col(Images.query_count),
+            "register_time": col(Images.register_time),
+            "record_time": col(Images.record_time),
+            "last_used_time": col(Images.last_used_time),
         }
 
         # 获取排序字段，默认使用 usage_count
-        sort_field = sort_field_map.get(sort_by, Emoji.usage_count)
+        sort_key = sort_by or "query_count"
+        sort_field = sort_field_map.get(sort_key, col(Images.query_count))
 
         # 应用排序
         if sort_order == "asc":
-            query = query.order_by(sort_field.asc())
+            statement = statement.order_by(sort_field.asc())
         else:
-            query = query.order_by(sort_field.desc())
-
-        # 获取总数
-        total = query.count()
+            statement = statement.order_by(sort_field.desc())
 
         # 分页
         offset = (page - 1) * page_size
-        emojis = query.offset(offset).limit(page_size)
+        statement = statement.offset(offset).limit(page_size)
+
+        with get_db_session() as session:
+            emojis = session.exec(statement).all()
+
+            count_statement = select(func.count()).select_from(Images).where(col(Images.image_type) == ImageType.EMOJI)
+            if search:
+                count_statement = count_statement.where(
+                    (col(Images.description).contains(search)) | (col(Images.image_hash).contains(search))
+                )
+            if is_registered is not None:
+                count_statement = count_statement.where(col(Images.is_registered) == is_registered)
+            if is_banned is not None:
+                count_statement = count_statement.where(col(Images.is_banned) == is_banned)
+            total = session.exec(count_statement).one()
 
         # 转换为响应对象
         data = [emoji_to_response(emoji) for emoji in emojis]
@@ -381,12 +391,17 @@ async def get_emoji_detail(
     try:
         verify_auth_token(maibot_session, authorization)
 
-        emoji = Emoji.get_or_none(Emoji.id == emoji_id)
+        with get_db_session() as session:
+            statement = select(Images).where(
+                col(Images.id) == emoji_id,
+                col(Images.image_type) == ImageType.EMOJI,
+            )
+            emoji = session.exec(statement).first()
 
-        if not emoji:
-            raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
+            if not emoji:
+                raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
 
-        return EmojiDetailResponse(success=True, data=emoji_to_response(emoji))
+            return EmojiDetailResponse(success=True, data=emoji_to_response(emoji))
 
     except HTTPException:
         raise
@@ -416,34 +431,37 @@ async def update_emoji(
     try:
         verify_auth_token(maibot_session, authorization)
 
-        emoji = Emoji.get_or_none(Emoji.id == emoji_id)
+        with get_db_session() as session:
+            statement = select(Images).where(
+                col(Images.id) == emoji_id,
+                col(Images.image_type) == ImageType.EMOJI,
+            )
+            emoji = session.exec(statement).first()
 
-        if not emoji:
-            raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
+            if not emoji:
+                raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
 
-        # 只更新提供的字段
-        update_data = request.model_dump(exclude_unset=True)
+            # 只更新提供的字段
+            update_data = request.model_dump(exclude_unset=True)
 
-        if not update_data:
-            raise HTTPException(status_code=400, detail="未提供任何需要更新的字段")
+            if not update_data:
+                raise HTTPException(status_code=400, detail="未提供任何需要更新的字段")
 
-        # emotion 字段直接使用字符串,无需转换
+            # 如果注册状态从 False 变为 True，记录注册时间
+            if "is_registered" in update_data and update_data["is_registered"] and not emoji.is_registered:
+                update_data["register_time"] = datetime.now()
 
-        # 如果注册状态从 False 变为 True，记录注册时间
-        if "is_registered" in update_data and update_data["is_registered"] and not emoji.is_registered:
-            update_data["register_time"] = time.time()
+            # 执行更新
+            for field, value in update_data.items():
+                setattr(emoji, field, value)
 
-        # 执行更新
-        for field, value in update_data.items():
-            setattr(emoji, field, value)
+            session.add(emoji)
 
-        emoji.save()
+            logger.info(f"表情包已更新: ID={emoji_id}, 字段: {list(update_data.keys())}")
 
-        logger.info(f"表情包已更新: ID={emoji_id}, 字段: {list(update_data.keys())}")
-
-        return EmojiUpdateResponse(
-            success=True, message=f"成功更新 {len(update_data)} 个字段", data=emoji_to_response(emoji)
-        )
+            return EmojiUpdateResponse(
+                success=True, message=f"成功更新 {len(update_data)} 个字段", data=emoji_to_response(emoji)
+            )
 
     except HTTPException:
         raise
@@ -469,20 +487,22 @@ async def delete_emoji(
     try:
         verify_auth_token(maibot_session, authorization)
 
-        emoji = Emoji.get_or_none(Emoji.id == emoji_id)
+        with get_db_session() as session:
+            statement = select(Images).where(
+                col(Images.id) == emoji_id,
+                col(Images.image_type) == ImageType.EMOJI,
+            )
+            emoji = session.exec(statement).first()
 
-        if not emoji:
-            raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
+            if not emoji:
+                raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
 
-        # 记录删除信息
-        emoji_hash = emoji.emoji_hash
+            emoji_hash = emoji.image_hash
+            session.delete(emoji)
 
-        # 执行删除
-        emoji.delete_instance()
+            logger.info(f"表情包已删除: ID={emoji_id}, hash={emoji_hash}")
 
-        logger.info(f"表情包已删除: ID={emoji_id}, hash={emoji_hash}")
-
-        return EmojiDeleteResponse(success=True, message=f"成功删除表情包: {emoji_hash}")
+            return EmojiDeleteResponse(success=True, message=f"成功删除表情包: {emoji_hash}")
 
     except HTTPException:
         raise
@@ -505,27 +525,51 @@ async def get_emoji_stats(maibot_session: Optional[str] = Cookie(None), authoriz
     try:
         verify_auth_token(maibot_session, authorization)
 
-        total = Emoji.select().count()
-        registered = Emoji.select().where(Emoji.is_registered).count()
-        banned = Emoji.select().where(Emoji.is_banned).count()
+        with get_db_session() as session:
+            total_statement = select(func.count()).select_from(Images).where(col(Images.image_type) == ImageType.EMOJI)
+            registered_statement = (
+                select(func.count())
+                .select_from(Images)
+                .where(
+                    col(Images.image_type) == ImageType.EMOJI,
+                    col(Images.is_registered) == True,
+                )
+            )
+            banned_statement = (
+                select(func.count())
+                .select_from(Images)
+                .where(
+                    col(Images.image_type) == ImageType.EMOJI,
+                    col(Images.is_banned) == True,
+                )
+            )
 
-        # 按格式统计
-        formats = {}
-        for emoji in Emoji.select(Emoji.format):
-            fmt = emoji.format
-            formats[fmt] = formats.get(fmt, 0) + 1
+            total = session.exec(total_statement).one()
+            registered = session.exec(registered_statement).one()
+            banned = session.exec(banned_statement).one()
 
-        # 获取最常用的表情包（前10）
-        top_used = Emoji.select().order_by(Emoji.usage_count.desc()).limit(10)
-        top_used_list = [
-            {
-                "id": emoji.id,
-                "emoji_hash": emoji.emoji_hash,
-                "description": emoji.description,
-                "usage_count": emoji.usage_count,
-            }
-            for emoji in top_used
-        ]
+            formats: dict[str, int] = {}
+            format_statement = select(Images.full_path).where(col(Images.image_type) == ImageType.EMOJI)
+            for full_path in session.exec(format_statement).all():
+                suffix = Path(full_path).suffix.lower().lstrip(".")
+                fmt = suffix or "unknown"
+                formats[fmt] = formats.get(fmt, 0) + 1
+
+            top_used_statement = (
+                select(Images)
+                .where(col(Images.image_type) == ImageType.EMOJI)
+                .order_by(col(Images.query_count).desc())
+                .limit(10)
+            )
+            top_used_list = [
+                {
+                    "id": emoji.id,
+                    "emoji_hash": emoji.image_hash,
+                    "description": emoji.description,
+                    "usage_count": emoji.query_count,
+                }
+                for emoji in session.exec(top_used_statement).all()
+            ]
 
         return {
             "success": True,
@@ -563,23 +607,27 @@ async def register_emoji(
     try:
         verify_auth_token(maibot_session, authorization)
 
-        emoji = Emoji.get_or_none(Emoji.id == emoji_id)
+        with get_db_session() as session:
+            statement = select(Images).where(
+                col(Images.id) == emoji_id,
+                col(Images.image_type) == ImageType.EMOJI,
+            )
+            emoji = session.exec(statement).first()
 
-        if not emoji:
-            raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
+            if not emoji:
+                raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
 
-        if emoji.is_registered:
-            raise HTTPException(status_code=400, detail="该表情包已经注册")
+            if emoji.is_registered:
+                raise HTTPException(status_code=400, detail="该表情包已经注册")
 
-        # 注册表情包（如果已封禁，自动解除封禁）
-        emoji.is_registered = True
-        emoji.is_banned = False  # 注册时自动解除封禁
-        emoji.register_time = time.time()
-        emoji.save()
+            emoji.is_registered = True
+            emoji.is_banned = False
+            emoji.register_time = datetime.now()
+            session.add(emoji)
 
-        logger.info(f"表情包已注册: ID={emoji_id}")
+            logger.info(f"表情包已注册: ID={emoji_id}")
 
-        return EmojiUpdateResponse(success=True, message="表情包注册成功", data=emoji_to_response(emoji))
+            return EmojiUpdateResponse(success=True, message="表情包注册成功", data=emoji_to_response(emoji))
 
     except HTTPException:
         raise
@@ -605,19 +653,23 @@ async def ban_emoji(
     try:
         verify_auth_token(maibot_session, authorization)
 
-        emoji = Emoji.get_or_none(Emoji.id == emoji_id)
+        with get_db_session() as session:
+            statement = select(Images).where(
+                col(Images.id) == emoji_id,
+                col(Images.image_type) == ImageType.EMOJI,
+            )
+            emoji = session.exec(statement).first()
 
-        if not emoji:
-            raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
+            if not emoji:
+                raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
 
-        # 禁用表情包（同时取消注册）
-        emoji.is_banned = True
-        emoji.is_registered = False
-        emoji.save()
+            emoji.is_banned = True
+            emoji.is_registered = False
+            session.add(emoji)
 
-        logger.info(f"表情包已禁用: ID={emoji_id}")
+            logger.info(f"表情包已禁用: ID={emoji_id}")
 
-        return EmojiUpdateResponse(success=True, message="表情包禁用成功", data=emoji_to_response(emoji))
+            return EmojiUpdateResponse(success=True, message="表情包禁用成功", data=emoji_to_response(emoji))
 
     except HTTPException:
         raise
@@ -672,61 +724,58 @@ async def get_emoji_thumbnail(
         if not is_valid:
             raise HTTPException(status_code=401, detail="Token 无效或已过期")
 
-        emoji = Emoji.get_or_none(Emoji.id == emoji_id)
-
-        if not emoji:
-            raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
-
-        # 检查文件是否存在
-        if not os.path.exists(emoji.full_path):
-            raise HTTPException(status_code=404, detail="表情包文件不存在")
-
-        # 如果请求原图，直接返回原文件
-        if original:
-            mime_types = {
-                "png": "image/png",
-                "jpg": "image/jpeg",
-                "jpeg": "image/jpeg",
-                "gif": "image/gif",
-                "webp": "image/webp",
-                "bmp": "image/bmp",
-            }
-            media_type = mime_types.get(emoji.format.lower(), "application/octet-stream")
-            return FileResponse(
-                path=emoji.full_path, media_type=media_type, filename=f"{emoji.emoji_hash}.{emoji.format}"
+        with get_db_session() as session:
+            statement = select(Images).where(
+                col(Images.id) == emoji_id,
+                col(Images.image_type) == ImageType.EMOJI,
             )
+            emoji = session.exec(statement).first()
 
-        # 尝试获取或生成缩略图
-        cache_path = _get_thumbnail_cache_path(emoji.emoji_hash)
+            if not emoji:
+                raise HTTPException(status_code=404, detail=f"未找到 ID 为 {emoji_id} 的表情包")
 
-        # 检查缓存是否存在
-        if cache_path.exists():
-            # 缓存命中，直接返回
-            return FileResponse(
-                path=str(cache_path), media_type="image/webp", filename=f"{emoji.emoji_hash}_thumb.webp"
+            if not os.path.exists(emoji.full_path):
+                raise HTTPException(status_code=404, detail="表情包文件不存在")
+
+            if original:
+                mime_types = {
+                    "png": "image/png",
+                    "jpg": "image/jpeg",
+                    "jpeg": "image/jpeg",
+                    "gif": "image/gif",
+                    "webp": "image/webp",
+                    "bmp": "image/bmp",
+                }
+                suffix = Path(emoji.full_path).suffix.lower().lstrip(".")
+                media_type = mime_types.get(suffix, "application/octet-stream")
+                return FileResponse(
+                    path=emoji.full_path, media_type=media_type, filename=f"{emoji.image_hash}.{suffix}"
+                )
+
+            cache_path = _get_thumbnail_cache_path(emoji.image_hash)
+
+            if cache_path.exists():
+                return FileResponse(
+                    path=str(cache_path), media_type="image/webp", filename=f"{emoji.image_hash}_thumb.webp"
+                )
+
+            with _generating_lock:
+                if emoji.image_hash not in _generating_thumbnails:
+                    _generating_thumbnails.add(emoji.image_hash)
+                    _thumbnail_executor.submit(_background_generate_thumbnail, emoji.full_path, emoji.image_hash)
+
+            return JSONResponse(
+                status_code=202,
+                content={
+                    "status": "generating",
+                    "message": "缩略图正在生成中，请稍后重试",
+                    "emoji_id": emoji_id,
+                },
+                headers={
+                    "Retry-After": "1",
+                },
             )
 
-        # 缓存未命中，触发后台生成并返回 202
-        with _generating_lock:
-            if emoji.emoji_hash not in _generating_thumbnails:
-                # 标记为正在生成
-                _generating_thumbnails.add(emoji.emoji_hash)
-                # 提交到线程池后台生成
-                _thumbnail_executor.submit(_background_generate_thumbnail, emoji.full_path, emoji.emoji_hash)
-
-        # 返回 202 Accepted，告诉前端缩略图正在生成中
-        return JSONResponse(
-            status_code=202,
-            content={
-                "status": "generating",
-                "message": "缩略图正在生成中，请稍后重试",
-                "emoji_id": emoji_id,
-            },
-            headers={
-                "Retry-After": "1",  # 建议 1 秒后重试
-            },
-        )
-
     except HTTPException:
         raise
     except Exception as e:
@@ -762,14 +811,19 @@ async def batch_delete_emojis(
 
         for emoji_id in request.emoji_ids:
             try:
-                emoji = Emoji.get_or_none(Emoji.id == emoji_id)
-                if emoji:
-                    emoji.delete_instance()
-                    deleted_count += 1
-                    logger.info(f"批量删除表情包: {emoji_id}")
-                else:
-                    failed_count += 1
-                    failed_ids.append(emoji_id)
+                with get_db_session() as session:
+                    statement = select(Images).where(
+                        col(Images.id) == emoji_id,
+                        col(Images.image_type) == ImageType.EMOJI,
+                    )
+                    emoji = session.exec(statement).first()
+                    if emoji:
+                        session.delete(emoji)
+                        deleted_count += 1
+                        logger.info(f"批量删除表情包: {emoji_id}")
+                    else:
+                        failed_count += 1
+                        failed_ids.append(emoji_id)
             except Exception as e:
                 logger.error(f"删除表情包 {emoji_id} 失败: {e}")
                 failed_count += 1
@@ -864,19 +918,23 @@ async def upload_emoji(
         # 计算文件哈希
         emoji_hash = hashlib.md5(file_content).hexdigest()
 
-        # 检查是否已存在相同哈希的表情包
-        existing_emoji = Emoji.get_or_none(Emoji.emoji_hash == emoji_hash)
-        if existing_emoji:
-            raise HTTPException(
-                status_code=409,
-                detail=f"已存在相同的表情包 (ID: {existing_emoji.id})",
+        with get_db_session() as session:
+            existing_statement = select(Images).where(
+                col(Images.image_hash) == emoji_hash,
+                col(Images.image_type) == ImageType.EMOJI,
             )
+            existing_emoji = session.exec(existing_statement).first()
+            if existing_emoji:
+                raise HTTPException(
+                    status_code=409,
+                    detail=f"已存在相同的表情包 (ID: {existing_emoji.id})",
+                )
 
         # 确保目录存在
         os.makedirs(EMOJI_REGISTERED_DIR, exist_ok=True)
 
         # 生成文件名
-        timestamp = int(time.time())
+        timestamp = int(datetime.now().timestamp())
         filename = f"emoji_{timestamp}_{emoji_hash[:8]}.{img_format}"
         full_path = os.path.join(EMOJI_REGISTERED_DIR, filename)
 
@@ -889,37 +947,38 @@ async def upload_emoji(
 
         # 保存文件
         with open(full_path, "wb") as f:
-            f.write(file_content)
+            _ = f.write(file_content)
 
         logger.info(f"表情包文件已保存: {full_path}")
 
         # 处理情感标签
         emotion_str = ",".join(e.strip() for e in emotion.split(",") if e.strip()) if emotion else ""
 
-        # 创建数据库记录
-        current_time = time.time()
-        emoji = Emoji.create(
-            full_path=full_path,
-            format=img_format,
-            emoji_hash=emoji_hash,
-            description=description,
-            emotion=emotion_str,
-            query_count=0,
-            is_registered=is_registered,
-            is_banned=False,
-            record_time=current_time,
-            register_time=current_time if is_registered else None,
-            usage_count=0,
-            last_used_time=None,
-        )
+        current_time = datetime.now()
+        with get_db_session() as session:
+            emoji = Images(
+                image_type=ImageType.EMOJI,
+                full_path=full_path,
+                image_hash=emoji_hash,
+                description=description,
+                emotion=emotion_str or None,
+                query_count=0,
+                is_registered=is_registered,
+                is_banned=False,
+                record_time=current_time,
+                register_time=current_time if is_registered else None,
+                last_used_time=None,
+            )
+            session.add(emoji)
+            session.flush()
 
-        logger.info(f"表情包已上传并注册: ID={emoji.id}, hash={emoji_hash}")
+            logger.info(f"表情包已上传并注册: ID={emoji.id}, hash={emoji_hash}")
 
-        return EmojiUploadResponse(
-            success=True,
-            message="表情包上传成功" + ("并已注册" if is_registered else ""),
-            data=emoji_to_response(emoji),
-        )
+            return EmojiUploadResponse(
+                success=True,
+                message="表情包上传成功" + ("并已注册" if is_registered else ""),
+                data=emoji_to_response(emoji),
+            )
 
     except HTTPException:
         raise
@@ -951,7 +1010,7 @@ async def batch_upload_emoji(
     try:
         verify_auth_token(maibot_session, authorization)
 
-        results = {
+        results: dict[str, Any] = {
             "success": True,
             "total": len(files),
             "uploaded": 0,
@@ -1008,20 +1067,24 @@ async def batch_upload_emoji(
                 # 计算哈希
                 emoji_hash = hashlib.md5(file_content).hexdigest()
 
-                # 检查重复
-                if Emoji.get_or_none(Emoji.emoji_hash == emoji_hash):
-                    results["failed"] += 1
-                    results["details"].append(
-                        {
-                            "filename": file.filename,
-                            "success": False,
-                            "error": "已存在相同的表情包",
-                        }
+                with get_db_session() as session:
+                    existing_statement = select(Images).where(
+                        col(Images.image_hash) == emoji_hash,
+                        col(Images.image_type) == ImageType.EMOJI,
                     )
-                    continue
+                    if session.exec(existing_statement).first():
+                        results["failed"] += 1
+                        results["details"].append(
+                            {
+                                "filename": file.filename,
+                                "success": False,
+                                "error": "已存在相同的表情包",
+                            }
+                        )
+                        continue
 
                 # 生成文件名并保存
-                timestamp = int(time.time())
+                timestamp = int(datetime.now().timestamp())
                 filename = f"emoji_{timestamp}_{emoji_hash[:8]}.{img_format}"
                 full_path = os.path.join(EMOJI_REGISTERED_DIR, filename)
 
@@ -1032,36 +1095,37 @@ async def batch_upload_emoji(
                     counter += 1
 
                 with open(full_path, "wb") as f:
-                    f.write(file_content)
+                    _ = f.write(file_content)
 
                 # 处理情感标签
                 emotion_str = ",".join(e.strip() for e in emotion.split(",") if e.strip()) if emotion else ""
 
-                # 创建数据库记录
-                current_time = time.time()
-                emoji = Emoji.create(
-                    full_path=full_path,
-                    format=img_format,
-                    emoji_hash=emoji_hash,
-                    description="",  # 批量上传暂不设置描述
-                    emotion=emotion_str,
-                    query_count=0,
-                    is_registered=is_registered,
-                    is_banned=False,
-                    record_time=current_time,
-                    register_time=current_time if is_registered else None,
-                    usage_count=0,
-                    last_used_time=None,
-                )
+                current_time = datetime.now()
+                with get_db_session() as session:
+                    emoji = Images(
+                        image_type=ImageType.EMOJI,
+                        full_path=full_path,
+                        image_hash=emoji_hash,
+                        description="",
+                        emotion=emotion_str or None,
+                        query_count=0,
+                        is_registered=is_registered,
+                        is_banned=False,
+                        record_time=current_time,
+                        register_time=current_time if is_registered else None,
+                        last_used_time=None,
+                    )
+                    session.add(emoji)
+                    session.flush()
 
-                results["uploaded"] += 1
-                results["details"].append(
-                    {
-                        "filename": file.filename,
-                        "success": True,
-                        "id": emoji.id,
-                    }
-                )
+                    results["uploaded"] += 1
+                    results["details"].append(
+                        {
+                            "filename": file.filename,
+                            "success": True,
+                            "id": emoji.id,
+                        }
+                    )
 
             except Exception as e:
                 results["failed"] += 1
@@ -1138,8 +1202,9 @@ async def get_thumbnail_cache_stats(
         total_size = sum(f.stat().st_size for f in cache_files)
         total_size_mb = round(total_size / (1024 * 1024), 2)
 
-        # 统计表情包总数
-        emoji_count = Emoji.select().count()
+        with get_db_session() as session:
+            count_statement = select(func.count()).select_from(Images).where(col(Images.image_type) == ImageType.EMOJI)
+            emoji_count = session.exec(count_statement).one()
 
         # 计算覆盖率
         coverage_percent = round((total_count / emoji_count * 100) if emoji_count > 0 else 0, 1)
@@ -1213,12 +1278,17 @@ async def preheat_thumbnail_cache(
         _ensure_thumbnail_cache_dir()
 
         # 获取使用次数最高的表情包（未缓存的优先）
-        emojis = (
-            Emoji.select()
-            .where(Emoji.is_banned == False)  # noqa: E712  Peewee ORM requires == for boolean comparison
-            .order_by(Emoji.usage_count.desc())
-            .limit(limit * 2)  # 多查一些，因为有些可能已缓存
-        )
+        with get_db_session() as session:
+            statement = (
+                select(Images)
+                .where(
+                    col(Images.image_type) == ImageType.EMOJI,
+                    col(Images.is_banned) == False,
+                )
+                .order_by(col(Images.query_count).desc())
+                .limit(limit * 2)
+            )
+            emojis = session.exec(statement).all()
 
         generated = 0
         skipped = 0
@@ -1228,25 +1298,22 @@ async def preheat_thumbnail_cache(
             if generated >= limit:
                 break
 
-            cache_path = _get_thumbnail_cache_path(emoji.emoji_hash)
+            cache_path = _get_thumbnail_cache_path(emoji.image_hash)
 
-            # 已缓存，跳过
             if cache_path.exists():
                 skipped += 1
                 continue
 
-            # 原文件不存在，跳过
             if not os.path.exists(emoji.full_path):
                 failed += 1
                 continue
 
             try:
-                # 使用线程池异步生成缩略图，避免阻塞事件循环
                 loop = asyncio.get_event_loop()
-                await loop.run_in_executor(_thumbnail_executor, _generate_thumbnail, emoji.full_path, emoji.emoji_hash)
+                await loop.run_in_executor(_thumbnail_executor, _generate_thumbnail, emoji.full_path, emoji.image_hash)
                 generated += 1
             except Exception as e:
-                logger.warning(f"预热缩略图失败 {emoji.emoji_hash}: {e}")
+                logger.warning(f"预热缩略图失败 {emoji.image_hash}: {e}")
                 failed += 1
 
         return ThumbnailPreheatResponse(
diff --git a/src/webui/routers/expression.py b/src/webui/routers/expression.py
index 0b051591..622ec488 100644
--- a/src/webui/routers/expression.py
+++ b/src/webui/routers/expression.py
@@ -65,9 +65,6 @@ class ExpressionUpdateRequest(BaseModel):
     situation: Optional[str] = None
     style: Optional[str] = None
     chat_id: Optional[str] = None
-    checked: Optional[bool] = None
-    rejected: Optional[bool] = None
-    require_unchecked: Optional[bool] = False  # 用于人工审核时的冲突检测
 
 
 class ExpressionUpdateResponse(BaseModel):
@@ -388,26 +385,16 @@ async def update_expression(
         if not expression:
             raise HTTPException(status_code=404, detail=f"未找到 ID 为 {expression_id} 的表达方式")
 
-        # 冲突检测：如果要求未检查状态，但已经被检查了
-        if request.require_unchecked and getattr(expression, "checked", False):
-            raise HTTPException(
-                status_code=409,
-                detail=f"此表达方式已被{'AI自动' if getattr(expression, 'modified_by', None) == 'ai' else '人工'}检查，请刷新列表",
-            )
-
         # 只更新提供的字段
         update_data = request.model_dump(exclude_unset=True)
 
-        # 移除 require_unchecked，它不是数据库字段
-        update_data.pop("require_unchecked", None)
+        # 映射 API 字段名到数据库字段名
+        if "chat_id" in update_data:
+            update_data["session_id"] = update_data.pop("chat_id")
 
         if not update_data:
             raise HTTPException(status_code=400, detail="未提供任何需要更新的字段")
 
-        # 如果更新了 checked 或 rejected，标记为用户修改
-        if "checked" in update_data or "rejected" in update_data:
-            update_data["modified_by"] = "user"
-
         # 更新最后活跃时间
         update_data["last_active_time"] = datetime.now()
 
diff --git a/src/webui/routers/jargon.py b/src/webui/routers/jargon.py
index cca15c3b..d1f97181 100644
--- a/src/webui/routers/jargon.py
+++ b/src/webui/routers/jargon.py
@@ -1,13 +1,16 @@
 """黑话（俚语）管理路由"""
 
-import json
-from typing import Optional, List, Annotated
+from typing import Annotated, Any, List, Optional
 from fastapi import APIRouter, HTTPException, Query
 from pydantic import BaseModel, Field
 from sqlalchemy import func as fn
+from sqlmodel import Session, col, delete, select
 
+import json
+
+from src.common.database.database import get_db_session
+from src.common.database.database_model import ChatSession, Jargon
 from src.common.logger import get_logger
-from src.common.database.database_model import Jargon, ChatStreams
 
 logger = get_logger("webui.jargon")
 
@@ -43,27 +46,26 @@ def parse_chat_id_to_stream_ids(chat_id_str: str) -> List[str]:
         return [chat_id_str]
 
 
-def get_display_name_for_chat_id(chat_id_str: str) -> str:
+def get_display_name_for_chat_id(chat_id_str: str, session: Session) -> str:
     """
     获取 chat_id 的显示名称
-    尝试解析 JSON 并查询 ChatStreams 表获取群聊名称
+    尝试解析 JSON 并查询 ChatSession 表获取群聊名称
     """
     stream_ids = parse_chat_id_to_stream_ids(chat_id_str)
 
     if not stream_ids:
-        return chat_id_str
+        return chat_id_str[:20]
 
-    # 查询所有 stream_id 对应的名称
-    names = []
-    for stream_id in stream_ids:
-        chat_stream = ChatStreams.get_or_none(ChatStreams.stream_id == stream_id)
-        if chat_stream and chat_stream.group_name:
-            names.append(chat_stream.group_name)
-        else:
-            # 如果没找到，显示截断的 stream_id
-            names.append(stream_id[:8] + "..." if len(stream_id) > 8 else stream_id)
+    stream_id = stream_ids[0]
+    chat_session = session.exec(select(ChatSession).where(col(ChatSession.session_id) == stream_id)).first()
 
-    return ", ".join(names) if names else chat_id_str
+    if not chat_session:
+        return stream_id[:20]
+
+    if chat_session.group_id:
+        return str(chat_session.group_id)
+
+    return chat_session.session_id[:20]
 
 
 # ==================== 请求/响应模型 ====================
@@ -79,7 +81,6 @@ class JargonResponse(BaseModel):
     chat_id: str
     stream_id: Optional[str] = None  # 解析后的 stream_id，用于前端编辑时匹配
     chat_name: Optional[str] = None  # 解析后的聊天名称，用于前端显示
-    is_global: bool = False
     count: int = 0
     is_jargon: Optional[bool] = None
     is_complete: bool = False
@@ -94,7 +95,7 @@ class JargonListResponse(BaseModel):
     total: int
     page: int
     page_size: int
-    data: List[JargonResponse]
+    data: List[dict[str, Any]]
 
 
 class JargonDetailResponse(BaseModel):
@@ -111,7 +112,6 @@ class JargonCreateRequest(BaseModel):
     raw_content: Optional[str] = Field(None, description="原始内容")
     meaning: Optional[str] = Field(None, description="含义")
     chat_id: str = Field(..., description="聊天ID")
-    is_global: bool = Field(False, description="是否全局")
 
 
 class JargonUpdateRequest(BaseModel):
@@ -121,7 +121,6 @@ class JargonUpdateRequest(BaseModel):
     raw_content: Optional[str] = None
     meaning: Optional[str] = None
     chat_id: Optional[str] = None
-    is_global: Optional[bool] = None
     is_jargon: Optional[bool] = None
 
 
@@ -159,7 +158,7 @@ class JargonStatsResponse(BaseModel):
     """黑话统计响应"""
 
     success: bool = True
-    data: dict
+    data: dict[str, Any]
 
 
 class ChatInfoResponse(BaseModel):
@@ -181,27 +180,24 @@ class ChatListResponse(BaseModel):
 # ==================== 工具函数 ====================
 
 
-def jargon_to_dict(jargon: Jargon) -> dict:
+def jargon_to_dict(jargon: Jargon, session: Session) -> dict[str, Any]:
     """将 Jargon ORM 对象转换为字典"""
-    # 解析 chat_id 获取显示名称和 stream_id
-    chat_name = get_display_name_for_chat_id(jargon.chat_id) if jargon.chat_id else None
-    stream_ids = parse_chat_id_to_stream_ids(jargon.chat_id) if jargon.chat_id else []
-    stream_id = stream_ids[0] if stream_ids else None
+    chat_id = jargon.session_id or ""
+    chat_name = get_display_name_for_chat_id(chat_id, session) if chat_id else None
 
     return {
         "id": jargon.id,
         "content": jargon.content,
         "raw_content": jargon.raw_content,
         "meaning": jargon.meaning,
-        "chat_id": jargon.chat_id,
-        "stream_id": stream_id,
+        "chat_id": chat_id,
+        "stream_id": jargon.session_id,
         "chat_name": chat_name,
-        "is_global": jargon.is_global,
         "count": jargon.count,
         "is_jargon": jargon.is_jargon,
         "is_complete": jargon.is_complete,
         "inference_with_context": jargon.inference_with_context,
-        "inference_content_only": jargon.inference_content_only,
+        "inference_content_only": jargon.inference_with_content_only,
     }
 
 
@@ -215,49 +211,41 @@ async def get_jargon_list(
     search: Optional[str] = Query(None, description="搜索关键词"),
     chat_id: Optional[str] = Query(None, description="按聊天ID筛选"),
     is_jargon: Optional[bool] = Query(None, description="按是否是黑话筛选"),
-    is_global: Optional[bool] = Query(None, description="按是否全局筛选"),
 ):
     """获取黑话列表"""
     try:
-        # 构建查询
-        query = Jargon.select()
+        statement = select(Jargon)
+        count_statement = select(fn.count()).select_from(Jargon)
 
-        # 搜索过滤
         if search:
-            query = query.where(
-                (Jargon.content.contains(search))
-                | (Jargon.meaning.contains(search))
-                | (Jargon.raw_content.contains(search))
+            search_filter = (
+                (col(Jargon.content).contains(search))
+                | (col(Jargon.meaning).contains(search))
+                | (col(Jargon.raw_content).contains(search))
             )
+            statement = statement.where(search_filter)
+            count_statement = count_statement.where(search_filter)
 
-        # 按聊天ID筛选（使用 contains 匹配，因为 chat_id 是 JSON 格式）
         if chat_id:
-            # 从传入的 chat_id 中解析出 stream_id
             stream_ids = parse_chat_id_to_stream_ids(chat_id)
             if stream_ids:
-                # 使用第一个 stream_id 进行模糊匹配
-                query = query.where(Jargon.chat_id.contains(stream_ids[0]))
+                chat_filter = col(Jargon.session_id).contains(stream_ids[0])
             else:
-                # 如果无法解析，使用精确匹配
-                query = query.where(Jargon.chat_id == chat_id)
+                chat_filter = col(Jargon.session_id) == chat_id
+            statement = statement.where(chat_filter)
+            count_statement = count_statement.where(chat_filter)
 
-        # 按是否是黑话筛选
         if is_jargon is not None:
-            query = query.where(Jargon.is_jargon == is_jargon)
+            statement = statement.where(col(Jargon.is_jargon) == is_jargon)
+            count_statement = count_statement.where(col(Jargon.is_jargon) == is_jargon)
 
-        # 按是否全局筛选
-        if is_global is not None:
-            query = query.where(Jargon.is_global == is_global)
+        statement = statement.order_by(col(Jargon.count).desc(), col(Jargon.id).desc())
+        statement = statement.offset((page - 1) * page_size).limit(page_size)
 
-        # 获取总数
-        total = query.count()
-
-        # 分页和排序（按使用次数降序）
-        query = query.order_by(Jargon.count.desc(), Jargon.id.desc())
-        query = query.paginate(page, page_size)
-
-        # 转换为响应格式
-        data = [jargon_to_dict(j) for j in query]
+        with get_db_session() as session:
+            total = session.exec(count_statement).one()
+            jargons = session.exec(statement).all()
+            data = [jargon_to_dict(jargon, session) for jargon in jargons]
 
         return JargonListResponse(
             success=True,
@@ -276,10 +264,9 @@ async def get_jargon_list(
 async def get_chat_list():
     """获取所有有黑话记录的聊天列表"""
     try:
-        # 获取所有不同的 chat_id
-        chat_ids = Jargon.select(Jargon.chat_id).distinct().where(Jargon.chat_id.is_null(False))
-
-        chat_id_list = [j.chat_id for j in chat_ids if j.chat_id]
+        with get_db_session() as session:
+            statement = select(Jargon.session_id).distinct().where(col(Jargon.session_id).is_not(None))
+            chat_id_list = [chat_id for chat_id in session.exec(statement).all() if chat_id]
 
         # 用于按 stream_id 去重
         seen_stream_ids: set[str] = set()
@@ -290,27 +277,28 @@ async def get_chat_list():
                 seen_stream_ids.add(stream_ids[0])
 
         result = []
-        for stream_id in seen_stream_ids:
-            # 尝试从 ChatStreams 表获取聊天名称
-            chat_stream = ChatStreams.get_or_none(ChatStreams.stream_id == stream_id)
-            if chat_stream:
-                result.append(
-                    ChatInfoResponse(
-                        chat_id=stream_id,  # 使用 stream_id，方便筛选匹配
-                        chat_name=chat_stream.group_name or stream_id,
-                        platform=chat_stream.platform,
-                        is_group=True,
+        with get_db_session() as session:
+            for stream_id in seen_stream_ids:
+                chat_session = session.exec(select(ChatSession).where(col(ChatSession.session_id) == stream_id)).first()
+                if chat_session:
+                    chat_name = str(chat_session.group_id) if chat_session.group_id else stream_id[:20]
+                    result.append(
+                        ChatInfoResponse(
+                            chat_id=stream_id,
+                            chat_name=chat_name,
+                            platform=chat_session.platform,
+                            is_group=bool(chat_session.group_id),
+                        )
                     )
-                )
-            else:
-                result.append(
-                    ChatInfoResponse(
-                        chat_id=stream_id,  # 使用 stream_id
-                        chat_name=stream_id[:8] + "..." if len(stream_id) > 8 else stream_id,
-                        platform=None,
-                        is_group=False,
+                else:
+                    result.append(
+                        ChatInfoResponse(
+                            chat_id=stream_id,
+                            chat_name=stream_id[:20],
+                            platform=None,
+                            is_group=False,
+                        )
                     )
-                )
 
         return ChatListResponse(success=True, data=result)
 
@@ -323,35 +311,35 @@ async def get_chat_list():
 async def get_jargon_stats():
     """获取黑话统计数据"""
     try:
-        # 总数量
-        total = Jargon.select().count()
+        with get_db_session() as session:
+            total = session.exec(select(fn.count()).select_from(Jargon)).one()
 
-        # 已确认是黑话的数量
-        confirmed_jargon = Jargon.select().where(Jargon.is_jargon).count()
+            confirmed_jargon = session.exec(
+                select(fn.count()).select_from(Jargon).where(col(Jargon.is_jargon) == True)
+            ).one()
+            confirmed_not_jargon = session.exec(
+                select(fn.count()).select_from(Jargon).where(col(Jargon.is_jargon) == False)
+            ).one()
+            pending = session.exec(select(fn.count()).select_from(Jargon).where(col(Jargon.is_jargon).is_(None))).one()
 
-        # 已确认不是黑话的数量
-        confirmed_not_jargon = Jargon.select().where(~Jargon.is_jargon).count()
+            complete_count = session.exec(
+                select(fn.count()).select_from(Jargon).where(col(Jargon.is_complete) == True)
+            ).one()
 
-        # 未判定的数量
-        pending = Jargon.select().where(Jargon.is_jargon.is_null()).count()
+            chat_count = session.exec(
+                select(fn.count()).select_from(
+                    select(col(Jargon.session_id)).distinct().where(col(Jargon.session_id).is_not(None)).subquery()
+                )
+            ).one()
 
-        # 全局黑话数量
-        global_count = Jargon.select().where(Jargon.is_global).count()
-
-        # 已完成推断的数量
-        complete_count = Jargon.select().where(Jargon.is_complete).count()
-
-        # 关联的聊天数量
-        chat_count = Jargon.select(Jargon.chat_id).distinct().where(Jargon.chat_id.is_null(False)).count()
-
-        # 按聊天统计 TOP 5
-        top_chats = (
-            Jargon.select(Jargon.chat_id, fn.COUNT(Jargon.id).alias("count"))
-            .group_by(Jargon.chat_id)
-            .order_by(fn.COUNT(Jargon.id).desc())
-            .limit(5)
-        )
-        top_chats_dict = {j.chat_id: j.count for j in top_chats if j.chat_id}
+            top_chats = session.exec(
+                select(col(Jargon.session_id), fn.count().label("count"))
+                .where(col(Jargon.session_id).is_not(None))
+                .group_by(col(Jargon.session_id))
+                .order_by(fn.count().desc())
+                .limit(5)
+            ).all()
+            top_chats_dict = {session_id: count for session_id, count in top_chats if session_id}
 
         return JargonStatsResponse(
             success=True,
@@ -360,7 +348,6 @@ async def get_jargon_stats():
                 "confirmed_jargon": confirmed_jargon,
                 "confirmed_not_jargon": confirmed_not_jargon,
                 "pending": pending,
-                "global_count": global_count,
                 "complete_count": complete_count,
                 "chat_count": chat_count,
                 "top_chats": top_chats_dict,
@@ -376,11 +363,13 @@ async def get_jargon_stats():
 async def get_jargon_detail(jargon_id: int):
     """获取黑话详情"""
     try:
-        jargon = Jargon.get_or_none(Jargon.id == jargon_id)
-        if not jargon:
-            raise HTTPException(status_code=404, detail="黑话不存在")
+        with get_db_session() as session:
+            jargon = session.exec(select(Jargon).where(col(Jargon.id) == jargon_id)).first()
+            if not jargon:
+                raise HTTPException(status_code=404, detail="黑话不存在")
+            data = JargonResponse(**jargon_to_dict(jargon, session))
 
-        return JargonDetailResponse(success=True, data=jargon_to_dict(jargon))
+        return JargonDetailResponse(success=True, data=data)
 
     except HTTPException:
         raise
@@ -393,30 +382,31 @@ async def get_jargon_detail(jargon_id: int):
 async def create_jargon(request: JargonCreateRequest):
     """创建黑话"""
     try:
-        # 检查是否已存在相同内容的黑话
-        existing = Jargon.get_or_none((Jargon.content == request.content) & (Jargon.chat_id == request.chat_id))
-        if existing:
-            raise HTTPException(status_code=400, detail="该聊天中已存在相同内容的黑话")
+        with get_db_session() as session:
+            existing = session.exec(
+                select(Jargon).where(
+                    (col(Jargon.content) == request.content) & (col(Jargon.session_id) == request.chat_id)
+                )
+            ).first()
+            if existing:
+                raise HTTPException(status_code=400, detail="该聊天中已存在相同内容的黑话")
 
-        # 创建黑话
-        jargon = Jargon.create(
-            content=request.content,
-            raw_content=request.raw_content,
-            meaning=request.meaning,
-            chat_id=request.chat_id,
-            is_global=request.is_global,
-            count=0,
-            is_jargon=None,
-            is_complete=False,
-        )
+            jargon = Jargon(
+                content=request.content,
+                raw_content=request.raw_content,
+                meaning=request.meaning or "",
+                session_id=request.chat_id,
+                count=0,
+                is_jargon=None,
+                is_complete=False,
+            )
+            session.add(jargon)
+            session.flush()
 
-        logger.info(f"创建黑话成功: id={jargon.id}, content={request.content}")
+            logger.info(f"创建黑话成功: id={jargon.id}, content={request.content}")
+            data = JargonResponse(**jargon_to_dict(jargon, session))
 
-        return JargonCreateResponse(
-            success=True,
-            message="创建成功",
-            data=jargon_to_dict(jargon),
-        )
+        return JargonCreateResponse(success=True, message="创建成功", data=data)
 
     except HTTPException:
         raise
@@ -429,25 +419,27 @@ async def create_jargon(request: JargonCreateRequest):
 async def update_jargon(jargon_id: int, request: JargonUpdateRequest):
     """更新黑话（增量更新）"""
     try:
-        jargon = Jargon.get_or_none(Jargon.id == jargon_id)
-        if not jargon:
-            raise HTTPException(status_code=404, detail="黑话不存在")
+        with get_db_session() as session:
+            jargon = session.exec(select(Jargon).where(col(Jargon.id) == jargon_id)).first()
+            if not jargon:
+                raise HTTPException(status_code=404, detail="黑话不存在")
 
-        # 增量更新字段
-        update_data = request.model_dump(exclude_unset=True)
-        if update_data:
-            for field, value in update_data.items():
-                if value is not None or field in ["meaning", "raw_content", "is_jargon"]:
-                    setattr(jargon, field, value)
-            jargon.save()
+            update_data = request.model_dump(exclude_unset=True)
+            if update_data:
+                for field, value in update_data.items():
+                    if field == "is_global":
+                        continue
+                    if field == "chat_id":
+                        jargon.session_id = value
+                        continue
+                    if value is not None or field in ["meaning", "raw_content", "is_jargon"]:
+                        setattr(jargon, field, value)
+                session.add(jargon)
 
-        logger.info(f"更新黑话成功: id={jargon_id}")
+            logger.info(f"更新黑话成功: id={jargon_id}")
+            data = JargonResponse(**jargon_to_dict(jargon, session))
 
-        return JargonUpdateResponse(
-            success=True,
-            message="更新成功",
-            data=jargon_to_dict(jargon),
-        )
+        return JargonUpdateResponse(success=True, message="更新成功", data=data)
 
     except HTTPException:
         raise
@@ -460,20 +452,17 @@ async def update_jargon(jargon_id: int, request: JargonUpdateRequest):
 async def delete_jargon(jargon_id: int):
     """删除黑话"""
     try:
-        jargon = Jargon.get_or_none(Jargon.id == jargon_id)
-        if not jargon:
-            raise HTTPException(status_code=404, detail="黑话不存在")
+        with get_db_session() as session:
+            jargon = session.exec(select(Jargon).where(col(Jargon.id) == jargon_id)).first()
+            if not jargon:
+                raise HTTPException(status_code=404, detail="黑话不存在")
 
-        content = jargon.content
-        jargon.delete_instance()
+            content = jargon.content
+            session.delete(jargon)
 
-        logger.info(f"删除黑话成功: id={jargon_id}, content={content}")
+            logger.info(f"删除黑话成功: id={jargon_id}, content={content}")
 
-        return JargonDeleteResponse(
-            success=True,
-            message="删除成功",
-            deleted_count=1,
-        )
+        return JargonDeleteResponse(success=True, message="删除成功", deleted_count=1)
 
     except HTTPException:
         raise
@@ -489,9 +478,11 @@ async def batch_delete_jargons(request: BatchDeleteRequest):
         if not request.ids:
             raise HTTPException(status_code=400, detail="ID列表不能为空")
 
-        deleted_count = Jargon.delete().where(Jargon.id.in_(request.ids)).execute()
+        with get_db_session() as session:
+            result = session.exec(delete(Jargon).where(col(Jargon.id).in_(request.ids)))
+            deleted_count = result.rowcount or 0
 
-        logger.info(f"批量删除黑话成功: 删除了 {deleted_count} 条记录")
+            logger.info(f"批量删除黑话成功: 删除了 {deleted_count} 条记录")
 
         return JargonDeleteResponse(
             success=True,
@@ -516,14 +507,16 @@ async def batch_set_jargon_status(
         if not ids:
             raise HTTPException(status_code=400, detail="ID列表不能为空")
 
-        updated_count = Jargon.update(is_jargon=is_jargon).where(Jargon.id.in_(ids)).execute()
+        with get_db_session() as session:
+            jargons = session.exec(select(Jargon).where(col(Jargon.id).in_(ids))).all()
+            for jargon in jargons:
+                jargon.is_jargon = is_jargon
+                session.add(jargon)
+            updated_count = len(jargons)
 
-        logger.info(f"批量更新黑话状态成功: 更新了 {updated_count} 条记录，is_jargon={is_jargon}")
+            logger.info(f"批量更新黑话状态成功: 更新了 {updated_count} 条记录，is_jargon={is_jargon}")
 
-        return JargonUpdateResponse(
-            success=True,
-            message=f"成功更新 {updated_count} 条黑话状态",
-        )
+        return JargonUpdateResponse(success=True, message=f"成功更新 {updated_count} 条黑话状态")
 
     except HTTPException:
         raise
diff --git a/src/webui/routers/plugin.py b/src/webui/routers/plugin.py
index 3ddcca34..c3ddc956 100644
--- a/src/webui/routers/plugin.py
+++ b/src/webui/routers/plugin.py
@@ -7,7 +7,7 @@ from src.common.logger import get_logger
 from src.common.toml_utils import save_toml_with_format
 from src.config.config import MMC_VERSION
 from src.plugin_system.base.config_types import ConfigField
-from src.webui.git_mirror_service import get_git_mirror_service, set_update_progress_callback
+from src.webui.services.git_mirror_service import get_git_mirror_service, set_update_progress_callback
 from src.webui.core import get_token_manager
 from src.webui.routers.websocket.plugin_progress import update_progress
 
diff --git a/src/webui/schemas/emoji.py b/src/webui/schemas/emoji.py
index 571eccd6..70787975 100644
--- a/src/webui/schemas/emoji.py
+++ b/src/webui/schemas/emoji.py
@@ -7,7 +7,6 @@ class EmojiResponse(BaseModel):
 
     id: int
     full_path: str
-    format: str
     emoji_hash: str
     description: str
     query_count: int
@@ -16,7 +15,6 @@ class EmojiResponse(BaseModel):
     emotion: Optional[str]
     record_time: float
     register_time: Optional[float]
-    usage_count: int
     last_used_time: Optional[float]
 
 
diff --git a/src/webui/services/git_mirror_service.py b/src/webui/services/git_mirror_service.py
new file mode 100644
index 00000000..83e6be01
--- /dev/null
+++ b/src/webui/services/git_mirror_service.py
@@ -0,0 +1,662 @@
+"""Git 镜像源服务 - 支持多镜像源、错误重试、Git 克隆和 Raw 文件获取"""
+
+from typing import Optional, List, Dict, Any
+from enum import Enum
+import httpx
+import json
+import asyncio
+import subprocess
+import shutil
+from pathlib import Path
+from datetime import datetime
+from src.common.logger import get_logger
+
+logger = get_logger("webui.git_mirror")
+
+# 导入进度更新函数（避免循环导入）
+_update_progress = None
+
+
+def set_update_progress_callback(callback):
+    """设置进度更新回调函数"""
+    global _update_progress
+    _update_progress = callback
+
+
+class MirrorType(str, Enum):
+    """镜像源类型"""
+
+    GH_PROXY = "gh-proxy"  # gh-proxy 主节点
+    HK_GH_PROXY = "hk-gh-proxy"  # gh-proxy 香港节点
+    CDN_GH_PROXY = "cdn-gh-proxy"  # gh-proxy CDN 节点
+    EDGEONE_GH_PROXY = "edgeone-gh-proxy"  # gh-proxy EdgeOne 节点
+    MEYZH_GITHUB = "meyzh-github"  # Meyzh GitHub 镜像
+    GITHUB = "github"  # GitHub 官方源（兜底）
+    CUSTOM = "custom"  # 自定义镜像源
+
+
+class GitMirrorConfig:
+    """Git 镜像源配置管理"""
+
+    # 配置文件路径
+    CONFIG_FILE = Path("data/webui.json")
+
+    # 默认镜像源配置
+    DEFAULT_MIRRORS = [
+        {
+            "id": "gh-proxy",
+            "name": "gh-proxy 镜像",
+            "raw_prefix": "https://gh-proxy.org/https://raw.githubusercontent.com",
+            "clone_prefix": "https://gh-proxy.org/https://github.com",
+            "enabled": True,
+            "priority": 1,
+            "created_at": None,
+        },
+        {
+            "id": "hk-gh-proxy",
+            "name": "gh-proxy 香港节点",
+            "raw_prefix": "https://hk.gh-proxy.org/https://raw.githubusercontent.com",
+            "clone_prefix": "https://hk.gh-proxy.org/https://github.com",
+            "enabled": True,
+            "priority": 2,
+            "created_at": None,
+        },
+        {
+            "id": "cdn-gh-proxy",
+            "name": "gh-proxy CDN 节点",
+            "raw_prefix": "https://cdn.gh-proxy.org/https://raw.githubusercontent.com",
+            "clone_prefix": "https://cdn.gh-proxy.org/https://github.com",
+            "enabled": True,
+            "priority": 3,
+            "created_at": None,
+        },
+        {
+            "id": "edgeone-gh-proxy",
+            "name": "gh-proxy EdgeOne 节点",
+            "raw_prefix": "https://edgeone.gh-proxy.org/https://raw.githubusercontent.com",
+            "clone_prefix": "https://edgeone.gh-proxy.org/https://github.com",
+            "enabled": True,
+            "priority": 4,
+            "created_at": None,
+        },
+        {
+            "id": "meyzh-github",
+            "name": "Meyzh GitHub 镜像",
+            "raw_prefix": "https://meyzh.github.io/https://raw.githubusercontent.com",
+            "clone_prefix": "https://meyzh.github.io/https://github.com",
+            "enabled": True,
+            "priority": 5,
+            "created_at": None,
+        },
+        {
+            "id": "github",
+            "name": "GitHub 官方源（兜底）",
+            "raw_prefix": "https://raw.githubusercontent.com",
+            "clone_prefix": "https://github.com",
+            "enabled": True,
+            "priority": 999,
+            "created_at": None,
+        },
+    ]
+
+    def __init__(self):
+        """初始化配置管理器"""
+        self.config_file = self.CONFIG_FILE
+        self.mirrors: List[Dict[str, Any]] = []
+        self._load_config()
+
+    def _load_config(self) -> None:
+        """加载配置文件"""
+        try:
+            if self.config_file.exists():
+                with open(self.config_file, "r", encoding="utf-8") as f:
+                    data = json.load(f)
+
+                # 检查是否有镜像源配置
+                if "git_mirrors" not in data or not data["git_mirrors"]:
+                    logger.info("配置文件中未找到镜像源配置，使用默认配置")
+                    self._init_default_mirrors()
+                else:
+                    self.mirrors = data["git_mirrors"]
+                    logger.info(f"已加载 {len(self.mirrors)} 个镜像源配置")
+            else:
+                logger.info("配置文件不存在，创建默认配置")
+                self._init_default_mirrors()
+        except Exception as e:
+            logger.error(f"加载配置文件失败: {e}")
+            self._init_default_mirrors()
+
+    def _init_default_mirrors(self) -> None:
+        """初始化默认镜像源"""
+        current_time = datetime.now().isoformat()
+        self.mirrors = []
+
+        for mirror in self.DEFAULT_MIRRORS:
+            mirror_copy = mirror.copy()
+            mirror_copy["created_at"] = current_time
+            self.mirrors.append(mirror_copy)
+
+        self._save_config()
+        logger.info(f"已初始化 {len(self.mirrors)} 个默认镜像源")
+
+    def _save_config(self) -> None:
+        """保存配置到文件"""
+        try:
+            # 确保目录存在
+            self.config_file.parent.mkdir(parents=True, exist_ok=True)
+
+            # 读取现有配置
+            existing_data = {}
+            if self.config_file.exists():
+                with open(self.config_file, "r", encoding="utf-8") as f:
+                    existing_data = json.load(f)
+
+            # 更新镜像源配置
+            existing_data["git_mirrors"] = self.mirrors
+
+            # 写入文件
+            with open(self.config_file, "w", encoding="utf-8") as f:
+                json.dump(existing_data, f, indent=2, ensure_ascii=False)
+
+            logger.debug(f"配置已保存到 {self.config_file}")
+        except Exception as e:
+            logger.error(f"保存配置文件失败: {e}")
+
+    def get_all_mirrors(self) -> List[Dict[str, Any]]:
+        """获取所有镜像源"""
+        return self.mirrors.copy()
+
+    def get_enabled_mirrors(self) -> List[Dict[str, Any]]:
+        """获取所有启用的镜像源，按优先级排序"""
+        enabled = [m for m in self.mirrors if m.get("enabled", False)]
+        return sorted(enabled, key=lambda x: x.get("priority", 999))
+
+    def get_mirror_by_id(self, mirror_id: str) -> Optional[Dict[str, Any]]:
+        """根据 ID 获取镜像源"""
+        for mirror in self.mirrors:
+            if mirror.get("id") == mirror_id:
+                return mirror.copy()
+        return None
+
+    def add_mirror(
+        self,
+        mirror_id: str,
+        name: str,
+        raw_prefix: str,
+        clone_prefix: str,
+        enabled: bool = True,
+        priority: Optional[int] = None,
+    ) -> Dict[str, Any]:
+        """
+        添加新的镜像源
+
+        Returns:
+            添加的镜像源配置
+
+        Raises:
+            ValueError: 如果镜像源 ID 已存在
+        """
+        # 检查 ID 是否已存在
+        if self.get_mirror_by_id(mirror_id):
+            raise ValueError(f"镜像源 ID 已存在: {mirror_id}")
+
+        # 如果未指定优先级，使用最大优先级 + 1
+        if priority is None:
+            max_priority = max((m.get("priority", 0) for m in self.mirrors), default=0)
+            priority = max_priority + 1
+
+        new_mirror = {
+            "id": mirror_id,
+            "name": name,
+            "raw_prefix": raw_prefix,
+            "clone_prefix": clone_prefix,
+            "enabled": enabled,
+            "priority": priority,
+            "created_at": datetime.now().isoformat(),
+        }
+
+        self.mirrors.append(new_mirror)
+        self._save_config()
+
+        logger.info(f"已添加镜像源: {mirror_id} - {name}")
+        return new_mirror.copy()
+
+    def update_mirror(
+        self,
+        mirror_id: str,
+        name: Optional[str] = None,
+        raw_prefix: Optional[str] = None,
+        clone_prefix: Optional[str] = None,
+        enabled: Optional[bool] = None,
+        priority: Optional[int] = None,
+    ) -> Optional[Dict[str, Any]]:
+        """
+        更新镜像源配置
+
+        Returns:
+            更新后的镜像源配置，如果不存在则返回 None
+        """
+        for mirror in self.mirrors:
+            if mirror.get("id") == mirror_id:
+                if name is not None:
+                    mirror["name"] = name
+                if raw_prefix is not None:
+                    mirror["raw_prefix"] = raw_prefix
+                if clone_prefix is not None:
+                    mirror["clone_prefix"] = clone_prefix
+                if enabled is not None:
+                    mirror["enabled"] = enabled
+                if priority is not None:
+                    mirror["priority"] = priority
+
+                mirror["updated_at"] = datetime.now().isoformat()
+                self._save_config()
+
+                logger.info(f"已更新镜像源: {mirror_id}")
+                return mirror.copy()
+
+        return None
+
+    def delete_mirror(self, mirror_id: str) -> bool:
+        """
+        删除镜像源
+
+        Returns:
+            True 如果删除成功，False 如果镜像源不存在
+        """
+        for i, mirror in enumerate(self.mirrors):
+            if mirror.get("id") == mirror_id:
+                self.mirrors.pop(i)
+                self._save_config()
+                logger.info(f"已删除镜像源: {mirror_id}")
+                return True
+
+        return False
+
+    def get_default_priority_list(self) -> List[str]:
+        """获取默认优先级列表（仅启用的镜像源 ID）"""
+        enabled = self.get_enabled_mirrors()
+        return [m["id"] for m in enabled]
+
+
+class GitMirrorService:
+    """Git 镜像源服务"""
+
+    def __init__(self, max_retries: int = 3, timeout: int = 30, config: Optional[GitMirrorConfig] = None):
+        """
+        初始化 Git 镜像源服务
+
+        Args:
+            max_retries: 最大重试次数
+            timeout: 请求超时时间（秒）
+            config: 镜像源配置管理器（可选，默认创建新实例）
+        """
+        self.max_retries = max_retries
+        self.timeout = timeout
+        self.config = config or GitMirrorConfig()
+        logger.info(f"Git镜像源服务初始化完成，已加载 {len(self.config.get_enabled_mirrors())} 个启用的镜像源")
+
+    def get_mirror_config(self) -> GitMirrorConfig:
+        """获取镜像源配置管理器"""
+        return self.config
+
+    @staticmethod
+    def check_git_installed() -> Dict[str, Any]:
+        """
+        检查本机是否安装了 Git
+
+        Returns:
+            Dict 包含:
+                - installed: bool - 是否已安装 Git
+                - version: str - Git 版本号（如果已安装）
+                - path: str - Git 可执行文件路径（如果已安装）
+                - error: str - 错误信息（如果未安装或检测失败）
+        """
+        import subprocess
+        import shutil
+
+        try:
+            # 查找 git 可执行文件路径
+            git_path = shutil.which("git")
+
+            if not git_path:
+                logger.warning("未找到 Git 可执行文件")
+                return {"installed": False, "error": "系统中未找到 Git，请先安装 Git"}
+
+            # 获取 Git 版本
+            result = subprocess.run(["git", "--version"], capture_output=True, text=True, timeout=5)
+
+            if result.returncode == 0:
+                version = result.stdout.strip()
+                logger.info(f"检测到 Git: {version} at {git_path}")
+                return {"installed": True, "version": version, "path": git_path}
+            else:
+                logger.warning(f"Git 命令执行失败: {result.stderr}")
+                return {"installed": False, "error": f"Git 命令执行失败: {result.stderr}"}
+
+        except subprocess.TimeoutExpired:
+            logger.error("Git 版本检测超时")
+            return {"installed": False, "error": "Git 版本检测超时"}
+        except Exception as e:
+            logger.error(f"检测 Git 时发生错误: {e}")
+            return {"installed": False, "error": f"检测 Git 时发生错误: {str(e)}"}
+
+    async def fetch_raw_file(
+        self,
+        owner: str,
+        repo: str,
+        branch: str,
+        file_path: str,
+        mirror_id: Optional[str] = None,
+        custom_url: Optional[str] = None,
+    ) -> Dict[str, Any]:
+        """
+        获取 GitHub 仓库的 Raw 文件内容
+
+        Args:
+            owner: 仓库所有者
+            repo: 仓库名称
+            branch: 分支名称
+            file_path: 文件路径
+            mirror_id: 指定的镜像源 ID
+            custom_url: 自定义完整 URL（如果提供，将忽略其他参数）
+
+        Returns:
+            Dict 包含:
+                - success: bool - 是否成功
+                - data: str - 文件内容（成功时）
+                - error: str - 错误信息（失败时）
+                - mirror_used: str - 使用的镜像源
+                - attempts: int - 尝试次数
+        """
+        logger.info(f"开始获取 Raw 文件: {owner}/{repo}/{branch}/{file_path}")
+
+        if custom_url:
+            # 使用自定义 URL
+            return await self._fetch_with_url(custom_url, "custom")
+
+        # 确定要使用的镜像源列表
+        if mirror_id:
+            # 使用指定的镜像源
+            mirror = self.config.get_mirror_by_id(mirror_id)
+            if not mirror:
+                return {"success": False, "error": f"未找到镜像源: {mirror_id}", "mirror_used": None, "attempts": 0}
+            mirrors_to_try = [mirror]
+        else:
+            # 使用所有启用的镜像源
+            mirrors_to_try = self.config.get_enabled_mirrors()
+
+        total_mirrors = len(mirrors_to_try)
+
+        # 依次尝试每个镜像源
+        for index, mirror in enumerate(mirrors_to_try, 1):
+            # 推送进度：正在尝试第 N 个镜像源
+            if _update_progress:
+                try:
+                    progress = 30 + int((index - 1) / total_mirrors * 40)  # 30% - 70%
+                    await _update_progress(
+                        stage="loading",
+                        progress=progress,
+                        message=f"正在尝试镜像源 {index}/{total_mirrors}: {mirror['name']}",
+                        total_plugins=0,
+                        loaded_plugins=0,
+                    )
+                except Exception as e:
+                    logger.warning(f"推送进度失败: {e}")
+
+            result = await self._fetch_raw_from_mirror(owner, repo, branch, file_path, mirror)
+
+            if result["success"]:
+                # 成功，推送进度
+                if _update_progress:
+                    try:
+                        await _update_progress(
+                            stage="loading",
+                            progress=70,
+                            message=f"成功从 {mirror['name']} 获取数据",
+                            total_plugins=0,
+                            loaded_plugins=0,
+                        )
+                    except Exception as e:
+                        logger.warning(f"推送进度失败: {e}")
+                return result
+
+            # 失败，记录日志并推送失败信息
+            logger.warning(f"镜像源 {mirror['id']} 失败: {result.get('error')}")
+
+            if _update_progress and index < total_mirrors:
+                try:
+                    await _update_progress(
+                        stage="loading",
+                        progress=30 + int(index / total_mirrors * 40),
+                        message=f"镜像源 {mirror['name']} 失败，尝试下一个...",
+                        total_plugins=0,
+                        loaded_plugins=0,
+                    )
+                except Exception as e:
+                    logger.warning(f"推送进度失败: {e}")
+
+        # 所有镜像源都失败
+        return {"success": False, "error": "所有镜像源均失败", "mirror_used": None, "attempts": len(mirrors_to_try)}
+
+    async def _fetch_raw_from_mirror(
+        self, owner: str, repo: str, branch: str, file_path: str, mirror: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """从指定镜像源获取文件"""
+        # 构建 URL
+        raw_prefix = mirror["raw_prefix"]
+        url = f"{raw_prefix}/{owner}/{repo}/{branch}/{file_path}"
+
+        return await self._fetch_with_url(url, mirror["id"])
+
+    async def _fetch_with_url(self, url: str, mirror_type: str) -> Dict[str, Any]:
+        """使用指定 URL 获取文件，支持重试"""
+        attempts = 0
+        last_error = None
+
+        for attempt in range(self.max_retries):
+            attempts += 1
+            try:
+                logger.debug(f"尝试 #{attempt + 1}: {url}")
+                async with httpx.AsyncClient(timeout=self.timeout) as client:
+                    response = await client.get(url)
+                    response.raise_for_status()
+
+                    logger.info(f"成功获取文件: {url}")
+                    return {
+                        "success": True,
+                        "data": response.text,
+                        "mirror_used": mirror_type,
+                        "attempts": attempts,
+                        "url": url,
+                    }
+            except httpx.HTTPStatusError as e:
+                last_error = f"HTTP {e.response.status_code}: {e}"
+                logger.warning(f"HTTP 错误 (尝试 {attempt + 1}/{self.max_retries}): {last_error}")
+            except httpx.TimeoutException as e:
+                last_error = f"请求超时: {e}"
+                logger.warning(f"超时 (尝试 {attempt + 1}/{self.max_retries}): {last_error}")
+            except Exception as e:
+                last_error = f"未知错误: {e}"
+                logger.error(f"错误 (尝试 {attempt + 1}/{self.max_retries}): {last_error}")
+
+        return {"success": False, "error": last_error, "mirror_used": mirror_type, "attempts": attempts, "url": url}
+
+    async def clone_repository(
+        self,
+        owner: str,
+        repo: str,
+        target_path: Path,
+        branch: Optional[str] = None,
+        mirror_id: Optional[str] = None,
+        custom_url: Optional[str] = None,
+        depth: Optional[int] = None,
+    ) -> Dict[str, Any]:
+        """
+        克隆 GitHub 仓库
+
+        Args:
+            owner: 仓库所有者
+            repo: 仓库名称
+            target_path: 目标路径
+            branch: 分支名称（可选）
+            mirror_id: 指定的镜像源 ID
+            custom_url: 自定义克隆 URL
+            depth: 克隆深度（浅克隆）
+
+        Returns:
+            Dict 包含:
+                - success: bool - 是否成功
+                - path: str - 克隆路径（成功时）
+                - error: str - 错误信息（失败时）
+                - mirror_used: str - 使用的镜像源
+                - attempts: int - 尝试次数
+        """
+        logger.info(f"开始克隆仓库: {owner}/{repo} 到 {target_path}")
+
+        if custom_url:
+            # 使用自定义 URL
+            return await self._clone_with_url(custom_url, target_path, branch, depth, "custom")
+
+        # 确定要使用的镜像源列表
+        if mirror_id:
+            # 使用指定的镜像源
+            mirror = self.config.get_mirror_by_id(mirror_id)
+            if not mirror:
+                return {"success": False, "error": f"未找到镜像源: {mirror_id}", "mirror_used": None, "attempts": 0}
+            mirrors_to_try = [mirror]
+        else:
+            # 使用所有启用的镜像源
+            mirrors_to_try = self.config.get_enabled_mirrors()
+
+        # 依次尝试每个镜像源
+        for mirror in mirrors_to_try:
+            result = await self._clone_from_mirror(owner, repo, target_path, branch, depth, mirror)
+            if result["success"]:
+                return result
+            logger.warning(f"镜像源 {mirror['id']} 克隆失败: {result.get('error')}")
+
+        # 所有镜像源都失败
+        return {"success": False, "error": "所有镜像源克隆均失败", "mirror_used": None, "attempts": len(mirrors_to_try)}
+
+    async def _clone_from_mirror(
+        self,
+        owner: str,
+        repo: str,
+        target_path: Path,
+        branch: Optional[str],
+        depth: Optional[int],
+        mirror: Dict[str, Any],
+    ) -> Dict[str, Any]:
+        """从指定镜像源克隆仓库"""
+        # 构建克隆 URL
+        clone_prefix = mirror["clone_prefix"]
+        url = f"{clone_prefix}/{owner}/{repo}.git"
+
+        return await self._clone_with_url(url, target_path, branch, depth, mirror["id"])
+
+    async def _clone_with_url(
+        self, url: str, target_path: Path, branch: Optional[str], depth: Optional[int], mirror_type: str
+    ) -> Dict[str, Any]:
+        """使用指定 URL 克隆仓库，支持重试"""
+        attempts = 0
+        last_error = None
+
+        for attempt in range(self.max_retries):
+            attempts += 1
+
+            try:
+                # 确保目标路径不存在
+                if target_path.exists():
+                    logger.warning(f"目标路径已存在，删除: {target_path}")
+                    shutil.rmtree(target_path, ignore_errors=True)
+
+                # 构建 git clone 命令
+                cmd = ["git", "clone"]
+
+                # 添加分支参数
+                if branch:
+                    cmd.extend(["-b", branch])
+
+                # 添加深度参数（浅克隆）
+                if depth:
+                    cmd.extend(["--depth", str(depth)])
+
+                # 添加 URL 和目标路径
+                cmd.extend([url, str(target_path)])
+
+                logger.info(f"尝试克隆 #{attempt + 1}: {' '.join(cmd)}")
+
+                # 推送进度
+                if _update_progress:
+                    try:
+                        await _update_progress(
+                            stage="loading",
+                            progress=20 + attempt * 10,
+                            message=f"正在克隆仓库 (尝试 {attempt + 1}/{self.max_retries})...",
+                            operation="install",
+                        )
+                    except Exception as e:
+                        logger.warning(f"推送进度失败: {e}")
+
+                # 执行 git clone（在线程池中运行以避免阻塞）
+                loop = asyncio.get_event_loop()
+
+                def run_git_clone(clone_cmd=cmd):
+                    return subprocess.run(
+                        clone_cmd,
+                        capture_output=True,
+                        text=True,
+                        timeout=300,  # 5分钟超时
+                    )
+
+                process = await loop.run_in_executor(None, run_git_clone)
+
+                if process.returncode == 0:
+                    logger.info(f"成功克隆仓库: {url} -> {target_path}")
+                    return {
+                        "success": True,
+                        "path": str(target_path),
+                        "mirror_used": mirror_type,
+                        "attempts": attempts,
+                        "url": url,
+                        "branch": branch or "default",
+                    }
+                else:
+                    last_error = f"Git 克隆失败: {process.stderr}"
+                    logger.warning(f"克隆失败 (尝试 {attempt + 1}/{self.max_retries}): {last_error}")
+
+            except subprocess.TimeoutExpired:
+                last_error = "克隆超时（超过 5 分钟）"
+                logger.warning(f"克隆超时 (尝试 {attempt + 1}/{self.max_retries})")
+
+                # 清理可能的部分克隆
+                if target_path.exists():
+                    shutil.rmtree(target_path, ignore_errors=True)
+
+            except FileNotFoundError:
+                last_error = "Git 未安装或不在 PATH 中"
+                logger.error(f"Git 未找到: {last_error}")
+                break  # Git 不存在，不需要重试
+
+            except Exception as e:
+                last_error = f"未知错误: {e}"
+                logger.error(f"克隆错误 (尝试 {attempt + 1}/{self.max_retries}): {last_error}")
+
+                # 清理可能的部分克隆
+                if target_path.exists():
+                    shutil.rmtree(target_path, ignore_errors=True)
+
+        return {"success": False, "error": last_error, "mirror_used": mirror_type, "attempts": attempts, "url": url}
+
+
+# 全局服务实例
+_git_mirror_service: Optional[GitMirrorService] = None
+
+
+def get_git_mirror_service() -> GitMirrorService:
+    """获取 Git 镜像源服务实例（单例）"""
+    global _git_mirror_service
+    if _git_mirror_service is None:
+        _git_mirror_service = GitMirrorService()
+    return _git_mirror_service
\ No newline at end of file