asset-audit

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🇺🇸

Original

English

🇨🇳

Translation

Chinese

Asset Audit

资产审计

Analyze assets on a Webflow site for SEO optimization.

对Webflow站点的资产进行SEO优化分析。

Important Note

重要说明

ALWAYS use Webflow MCP tools for all operations:

Use Webflow MCP's
```
asset_tool
```
for fetching and updating assets
Use Webflow MCP's
```
get_image_preview
```
for analyzing image content
Use Webflow MCP's
```
data_sites_tool
```
with action
```
list_sites
```
for listing available sites
Use Webflow MCP's
```
webflow_guide_tool
```
to get best practices before starting
DO NOT use any other tools or methods for Webflow operations
All tool calls must include the required
```
context
```
parameter (15-25 words, third-person perspective)

所有操作必须使用Webflow MCP工具：

使用Webflow MCP的
```
asset_tool
```
来获取和更新资产
使用Webflow MCP的
```
get_image_preview
```
来分析图片内容
使用Webflow MCP的
```
data_sites_tool
```
并指定动作
```
list_sites
```
来列出可用站点
在开始操作前，使用Webflow MCP的
```
webflow_guide_tool
```
获取最佳实践
不得使用任何其他工具或方法进行Webflow操作
所有工具调用必须包含必填的
```
context
```
参数（15-25个单词，第三人称视角）

Instructions

操作步骤

Phase 1: Site Selection & Asset Discovery

阶段1：站点选择与资产发现

Get site: Identify the target site. If user does not provide site ID, ask for it.
Fetch all assets: Use Webflow MCP's
```
asset_tool
```
to get all assets from the site
- For sites with 50+ assets, process in batches of 20
- Show progress: "Processing assets 1-20 of 150..."
Detect patterns: Analyze asset naming for common patterns:
- Camera uploads (IMG_, DSC_, etc.)
- Screenshots (screenshot, Screen Shot, etc.)
- Generic names (untitled, image-1, etc.)
- Date-based names (2024-01-10, etc.)

获取站点：确定目标站点。如果用户未提供站点ID，请向用户索要。
获取所有资产：使用Webflow MCP的
```
asset_tool
```
获取站点的所有资产
- 对于资产数量≥50的站点，按20个一批进行处理
- 显示进度："正在处理第1-20个资产，共150个..."
检测命名模式：分析资产命名的常见模式：
- 相机上传命名（IMG_、DSC_等）
- 截图命名（screenshot、Screen Shot等）
- 通用命名（untitled、image-1等）
- 日期格式命名（2024-01-10等）

Phase 2: Issue Analysis & Pattern Recognition

阶段2：问题分析与模式识别

Identify issues: List all assets which:
- Do not have alt text set (null or empty string)
- Have existing alt text but it's poor quality (too short, redundant phrases, etc.)
- Do not have SEO-friendly asset names
- Are duplicates or very similar

Pattern detection report: Show detected patterns:

🔍 Detected patterns:
- 15 assets start with "IMG_" (camera uploads)
- 8 assets contain "screenshot"
- Suggest: Bulk rename these patterns

Ask user preference: Ask if they want to generate:
- Alt text only
- SEO-friendly names only
- Both
- Apply naming pattern/template

识别问题：列出所有符合以下情况的资产：
- 未设置alt text（值为null或空字符串）
- 已设置alt text但质量不佳（过短、包含冗余短语等）
- 资产名称不符合SEO友好性要求
- 存在重复或高度相似的资产

模式检测报告：显示检测到的模式：

🔍 检测到的模式：
- 15个资产以"IMG_"开头（相机上传）
- 8个资产包含"screenshot"
- 建议：批量重命名这些模式的资产

询问用户偏好：询问用户希望生成：
- 仅alt text
- 仅SEO友好的名称
- 两者都要
- 应用命名模式/模板

Phase 3: Analysis & Suggestion Generation

阶段3：分析与优化建议生成

Analyze assets: Use Webflow MCP's
```
get_image_preview
```
tool to analyze the assets that need updates
- Error handling: If Webflow MCP's
```
get_image_preview
```
  fails, use fallback:
  - Extract description from existing filename
  - Use generic placeholder with warning
  - Continue with other assets
- Process in batches to avoid timeout
Generate suggestions with validation:
- Alt text validation:
  - Max 125 characters (warn if longer)
  - No redundant phrases ("image of", "picture of", "photo of")
  - Must end with punctuation
  - Flag generic descriptions (confidence < 50%)
- SEO name validation:
  - Only lowercase a-z, 0-9, hyphens
  - No double extensions (.webp.webp) - strip existing extension first
  - Max 100 characters
  - Replace spaces/underscores with hyphens
  - No special characters

Folder organization suggestions: If patterns detected, suggest folder structure:

💡 Organization suggestions:
- Create "team-photos" folder for 8 team images
- Create "product-images" folder for 15 product shots

分析资产：使用Webflow MCP的
```
get_image_preview
```
工具分析需要更新的资产
- 错误处理：如果Webflow MCP的
```
get_image_preview
```
  工具调用失败，使用备用方案：
  - 从现有文件名中提取描述信息
  - 使用通用占位符并添加警告
  - 继续处理其他资产
- 分批处理以避免超时
生成带验证的优化建议：
- Alt text验证：
  - 最大长度为125个字符（过长时发出警告）
  - 不得包含冗余短语（如"image of"、"picture of"、"photo of"）
  - 必须以标点符号结尾
  - 标记通用描述（置信度<50%）
- SEO文件名验证：
  - 仅允许小写a-z、0-9和连字符
  - 不得包含双重扩展名（如.webp.webp）- 先移除现有扩展名
  - 最大长度为100个字符
  - 将空格/下划线替换为连字符
  - 不得包含特殊字符

文件夹组织建议：如果检测到模式，建议文件夹结构：

💡 组织建议：
- 为8张团队图片创建"team-photos"文件夹
- 为15张产品图片创建"product-images"文件夹

Phase 4: Granular Approval & Application

阶段4：精细化审批与应用

Present suggestions with granular approval:
- Show numbered list with checkboxes
- Allow individual toggle: "Enter numbers to skip (e.g., '2,4')"
- Options: "all", "none", or specific numbers
- Show validation warnings for each suggestion

Offer naming template (if many similar assets):

🎨 Apply naming pattern?
1. [category]-[description] (e.g., team-john-headshot)
2. [description]-[location] (e.g., office-workspace-desk)
3. Custom pattern...
4. Skip patterns, use individual names

Store rollback data: Before applying changes, store:
- Original asset names
- Original alt text
- Timestamp
- Assets modified
Apply updates: Use Webflow MCP's
```
asset_tool
```
to update approved assets only
- Show progress for batch updates
- Handle partial failures gracefully
- Report successes and failures separately

Offer rollback option: After changes applied:

📋 Rollback Available:
Last update: 4 assets modified 2 minutes ago
Type "undo" to revert these changes

展示带精细化审批的建议：
- 显示带复选框的编号列表
- 允许单独跳过："输入编号以跳过（例如：'2,4'）"
- 选项："all"（全部）、"none"（全部跳过）或具体编号
- 为每个建议显示验证警告

提供命名模板（如果存在大量相似资产）：

🎨 是否应用命名模式？
1. [分类]-[描述]（例如：team-john-headshot）
2. [描述]-[位置]（例如：office-workspace-desk）
3. 自定义模式...
4. 跳过模式，使用单独名称

存储回滚数据：在应用更改前，存储以下信息：
- 原始资产名称
- 原始alt text
- 时间戳
- 已修改的资产
应用更新：使用Webflow MCP的
```
asset_tool
```
仅更新已获批的资产
- 显示批量更新的进度
- 优雅处理部分失败的情况
- 分别报告成功和失败的资产

提供回滚选项：应用更改后：

📋 回滚可用：
上次更新：2分钟前修改了4个资产
输入"undo"以恢复这些更改

Examples

示例

User prompt:

Run an asset audit on my site.

Step 1: Initial Audit Report

📊 SEO Asset Audit: MCP Demo #2

Total: 4 assets

🔍 Detected patterns:
- 4 assets have generic numeric names (1.webp, 2.webp, 3.webp, 4.webp)
- All assets are in WebP format ✓

⚠️ Missing Alt Text (4 assets):
├── 1.webp (empty alt text)
├── 2.webp (empty alt text)
├── 3.webp (empty alt text)
└── 4.webp (empty alt text)

⚠️ Non-SEO-Friendly Names (4 assets):
├── 1.webp (generic numeric name)
├── 2.webp (generic numeric name)
├── 3.webp (generic numeric name)
└── 4.webp (generic numeric name)

---

What would you like to generate?
1. Alt text only
2. SEO-friendly names only
3. Both alt text and SEO-friendly names

Please select an option (1, 2, or 3).

Example with Validation Warnings:

📋 Suggested Improvements:

[1] ✓ IMG_1234.jpg
    Alt text: "Professional team member headshot with blue background."
    New name: professional-team-member-headshot.jpg
    ✅ Validation passed

[2] ✓ screenshot-2024.png
    Alt text: "Dashboard analytics overview showing user engagement metrics."
    New name: dashboard-analytics-overview.png
    ✅ Validation passed

[3] ⚠️ untitled-image.webp
    Alt text: "Photo"
    ⚠️ Warning: Alt text too short (< 10 chars) - needs more detail
    New name: untitled-image.webp
    ⚠️ Warning: Unable to generate better name (image preview failed)

[4] ⚠️ TeamPhoto2024!!!.jpg
    Alt text: "Image of a person working on laptop in modern office with plants and natural lighting through large windows in the background."
    ⚠️ Warning: Alt text too long (137 chars) - consider shortening for screen readers
    New name: team-photo-2024.jpg
    ✅ Validation passed (special characters removed)

Which assets would you like to update?

Step 2: After user selects option 3 and images are analyzed

📋 Suggested Improvements:

[1] ✓ 1.webp
    Alt text: "Podcast host with headphones and microphone recording Webflow podcast episode in studio."
    New name: webflow-podcast-host-recording-studio.webp
    ✅ Validation passed

[2] ✓ 2.webp
    Alt text: "Professional developer wearing glasses working on laptop with Webflow logo in modern office."
    New name: developer-working-laptop-webflow-office.webp
    ✅ Validation passed

[3] ✓ 3.webp
    Alt text: "Webflow homepage hero section with tagline and email signup form."
    New name: webflow-homepage-hero-section.webp
    ✅ Validation passed

[4] ✓ 4.webp
    Alt text: "Speaker presenting on stage at Webflow Conf with audience watching."
    New name: webflow-conf-speaker-presentation-stage.webp
    ✅ Validation passed

---

Which assets would you like to update?
- Type numbers to skip (e.g., "2,4" to skip items 2 and 4)
- Type "all" to proceed with all
- Type "none" to cancel

Step 3: After user confirms with "all"

🔄 Applying updates...

Progress: ████████████████████ 100% (4/4 assets)

✅ Updates Applied Successfully!

SEO Asset Audit Complete: MCP Demo #2

Summary:
- ✅ 4 assets updated successfully
- ❌ 0 assets failed
- ⏭️ 0 assets skipped

Changes Applied:
┌─────────────────────────────────────────────────────────────────┐
│ [1] webflow-podcast-host-recording-studio.webp                  │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [2] developer-working-laptop-webflow-office.webp                │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [3] webflow-homepage-hero-section.webp                          │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [4] webflow-conf-speaker-presentation-stage.webp                │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
└─────────────────────────────────────────────────────────────────┘

📋 Rollback Available:
Last update: 4 assets modified just now
Type "undo" to revert these changes

---

🎉 Your site's assets are now fully optimized for SEO and accessibility!

Alternative Step 3: User selects specific assets (e.g., "1,3")

🔄 Applying updates to assets 1 and 3...

Progress: ████████████████████ 100% (2/2 assets)

✅ Partial Update Complete!

Summary:
- ✅ 2 assets updated successfully
- ❌ 0 assets failed
- ⏭️ 2 assets skipped (as requested)

Changes Applied:
┌─────────────────────────────────────────────────────────────────┐
│ [1] webflow-podcast-host-recording-studio.webp                  │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
├─────────────────────────────────────────────────────────────────┤
│ [3] webflow-homepage-hero-section.webp                          │
│     ✓ Alt text added                                            │
│     ✓ Filename updated                                          │
└─────────────────────────────────────────────────────────────────┘

Skipped Assets (can run audit again later):
- [2] 2.webp
- [4] 4.webp

📋 Rollback Available:
Type "undo" to revert these 2 changes

用户提示：

Run an asset audit on my site.

步骤1：初始审计报告

📊 SEO资产审计：MCP Demo #2

总计：4个资产

🔍 检测到的模式：
- 4个资产使用通用数字名称（1.webp、2.webp、3.webp、4.webp）
- 所有资产均为WebP格式 ✓

⚠️ 缺少Alt Text（4个资产）：
├── 1.webp（空alt text）
├── 2.webp（空alt text）
├── 3.webp（空alt text）
└── 4.webp（空alt text）

⚠️ 非SEO友好名称（4个资产）：
├── 1.webp（通用数字名称）
├── 2.webp（通用数字名称）
├── 3.webp（通用数字名称）
└── 4.webp（通用数字名称）

---

您希望生成什么？
1. 仅Alt text
2. 仅SEO友好名称
3. 同时生成Alt text和SEO友好名称

请选择一个选项（1、2或3）。

带验证警告的示例：

📋 优化建议：

[1] ✓ IMG_1234.jpg
    Alt text："Professional team member headshot with blue background."
    新名称：professional-team-member-headshot.jpg
    ✅ 验证通过

[2] ✓ screenshot-2024.png
    Alt text："Dashboard analytics overview showing user engagement metrics."
    新名称：dashboard-analytics-overview.png
    ✅ 验证通过

[3] ⚠️ untitled-image.webp
    Alt text："Photo"
    ⚠️ 警告：Alt text过短（<10个字符）- 需要更详细的描述
    新名称：untitled-image.webp
    ⚠️ 警告：无法生成更优名称（图片预览失败）

[4] ⚠️ TeamPhoto2024!!!.jpg
    Alt text："Image of a person working on laptop in modern office with plants and natural lighting through large windows in the background."
    ⚠️ 警告：Alt text过长（137个字符）- 考虑缩短以适配屏幕阅读器
    新名称：team-photo-2024.jpg
    ✅ 验证通过（已移除特殊字符）

您希望更新哪些资产？

步骤2：用户选择选项3并完成图片分析后

📋 优化建议：

[1] ✓ 1.webp
    Alt text："Podcast host with headphones and microphone recording Webflow podcast episode in studio."
    新名称：webflow-podcast-host-recording-studio.webp
    ✅ 验证通过

[2] ✓ 2.webp
    Alt text："Professional developer wearing glasses working on laptop with Webflow logo in modern office."
    新名称：developer-working-laptop-webflow-office.webp
    ✅ 验证通过

[3] ✓ 3.webp
    Alt text："Webflow homepage hero section with tagline and email signup form."
    新名称：webflow-homepage-hero-section.webp
    ✅ 验证通过

[4] ✓ 4.webp
    Alt text："Speaker presenting on stage at Webflow Conf with audience watching."
    新名称：webflow-conf-speaker-presentation-stage.webp
    ✅ 验证通过

---

您希望更新哪些资产？
- 输入编号以跳过（例如："2,4"表示跳过第2和第4项）
- 输入"all"以全部更新
- 输入"none"以取消操作

步骤3：用户输入"all"确认后

🔄 正在应用更新...

进度：██████████████████████ 100%（4/4个资产）

✅ 更新已成功应用！

SEO资产审计完成：MCP Demo #2

摘要：
- ✅ 4个资产更新成功
- ❌ 0个资产更新失败
- ⏭️ 0个资产被跳过

已应用的更改：
┌─────────────────────────────────────────────────────────────────┐
│ [1] webflow-podcast-host-recording-studio.webp                  │
│     ✓ 已添加Alt text                                            │
│     ✓ 已更新文件名                                          │
├─────────────────────────────────────────────────────────────────┤
│ [2] developer-working-laptop-webflow-office.webp                │
│     ✓ 已添加Alt text                                            │
│     ✓ 已更新文件名                                          │
├─────────────────────────────────────────────────────────────────┤
│ [3] webflow-homepage-hero-section.webp                          │
│     ✓ 已添加Alt text                                            │
│     ✓ 已更新文件名                                          │
├─────────────────────────────────────────────────────────────────┤
│ [4] webflow-conf-speaker-presentation-stage.webp                │
│     ✓ 已添加Alt text                                            │
│     ✓ 已更新文件名                                          │
└─────────────────────────────────────────────────────────────────┘

📋 回滚可用：
上次更新：刚刚修改了4个资产
输入"undo"以恢复这些更改

---

🎉 您站点的资产现在已完全适配SEO和无障碍访问要求！

替代步骤3：用户选择特定资产（例如："1,3"）

🔄 正在为资产1和3应用更新...

进度：██████████████████████ 100%（2/2个资产）

✅ 部分更新完成！

摘要：
- ✅ 2个资产更新成功
- ❌ 0个资产更新失败
- ⏭️ 2个资产被跳过（按用户要求）

已应用的更改：
┌─────────────────────────────────────────────────────────────────┐
│ [1] webflow-podcast-host-recording-studio.webp                  │
│     ✓ 已添加Alt text                                            │
│     ✓ 已更新文件名                                          │
├─────────────────────────────────────────────────────────────────┤
│ [3] webflow-homepage-hero-section.webp                          │
│     ✓ 已添加Alt text                                            │
│     ✓ 已更新文件名                                          │
└─────────────────────────────────────────────────────────────────┘

被跳过的资产（可稍后重新运行审计）：
- [2] 2.webp
- [4] 4.webp

📋 回滚可用：
输入"undo"以恢复这2项更改

Guidelines

指导原则

Phase 1: Critical Validations (Must Follow)

阶段1：关键验证（必须遵守）

File Extension Handling:

ALWAYS strip existing extension before adding new one
Bad:
```
image.webp
```
→
```
new-name.webp.webp
```
Good:
```
image.webp
```
→
```
new-name.webp
```
Implementation: Use filename without extension + new extension

Alt Text Quality Rules:

Max length: 125 characters (accessibility best practice)
Must end with punctuation (period, exclamation, question mark)
Remove redundant phrases:
- ❌ "Image of a person" → ✅ "Person working at desk"
- ❌ "Picture of logo" → ✅ "Company logo on blue background"
- ❌ "Photo showing" → ✅ Direct description
Flag if too short (< 10 chars): ⚠️ "Too generic - needs more detail"
Flag if too long (> 125 chars): ⚠️ "Consider shortening for screen readers"

SEO Filename Rules:

Only allow: lowercase a-z, numbers 0-9, hyphens
Max length: 100 characters (before extension)
Convert spaces to hyphens:
```
team photo
```
→
```
team-photo
```
Convert underscores to hyphens:
```
team_photo
```
→
```
team-photo
```
Remove special characters:
```
photo!@#$
```
→
```
photo
```
Convert to lowercase:
```
TeamPhoto
```
→
```
team-photo
```
Remove consecutive hyphens:
```
team--photo
```
→
```
team-photo
```
Trim leading/trailing hyphens:
```
-photo-
```
→
```
photo
```

文件扩展名处理：

必须先移除现有扩展名，再添加新扩展名
错误示例：
```
image.webp
```
→
```
new-name.webp.webp
```
正确示例：
```
image.webp
```
→
```
new-name.webp
```
实现方式：使用不带扩展名的文件名 + 新扩展名

Alt文本质量规则：

最大长度：125个字符（无障碍访问最佳实践）
必须以标点符号结尾（句号、感叹号、问号）
移除冗余短语：
- ❌ "Image of a person" → ✅ "Person working at desk"
- ❌ "Picture of logo" → ✅ "Company logo on blue background"
- ❌ "Photo showing" → ✅ 直接描述
过短（<10个字符）时标记警告：⚠️ "过于通用 - 需要更详细的描述"
过长（>125个字符）时标记警告：⚠️ "考虑缩短以适配屏幕阅读器"

SEO文件名规则：

仅允许：小写a-z、数字0-9、连字符
最大长度：100个字符（不含扩展名）
将空格转换为连字符：
```
team photo
```
→
```
team-photo
```
将下划线转换为连字符：
```
team_photo
```
→
```
team-photo
```
移除特殊字符：
```
photo!@#$
```
→
```
photo
```
转换为小写：
```
TeamPhoto
```
→
```
team-photo
```
移除连续连字符：
```
team--photo
```
→
```
team-photo
```
移除首尾连字符：
```
-photo-
```
→
```
photo
```

Phase 2: Batch Processing & Performance

阶段2：批量处理与性能

Large Site Handling:

Sites with 50+ assets: Process in batches of 20
Show progress: "Processing batch 1 of 5 (assets 1-20)..."
Allow user to process specific batches
Timeout protection: If Webflow MCP's
```
get_image_preview
```
takes > 30s, skip to next batch

Pattern Detection: Detect and report these patterns:

Camera uploads:
```
IMG_
```
,
```
DSC_
```
,
```
DCIM_
```
,
```
P_
```
Screenshots:
```
screenshot
```
,
```
Screen Shot
```
,
```
Capture
```
Generic names:
```
untitled
```
,
```
image-1
```
,
```
photo
```
,
```
asset
```
Date formats:
```
2024-01-10
```
,
```
20240110
```
,
```
01-10-2024
```
Suggest bulk rename when 3+ assets match a pattern

Error Handling:

If Webflow MCP's
```
get_image_preview
```
fails:
1. Log the error (don't show to user)
2. Use fallback: Extract description from filename
3. Mark with ⚠️ warning: "Generated from filename (image preview failed)"
4. Continue with other assets
Partial success handling:
- Report successes separately from failures
- Show: "✅ 15 updated, ❌ 2 failed, ⏭️ 3 skipped"
- Offer to retry failed assets

大型站点处理：

资产数量≥50的站点：按20个一批处理
显示进度："正在处理第1批（共5批），资产1-20..."
允许用户处理特定批次
超时保护：如果Webflow MCP的
```
get_image_preview
```
调用耗时>30秒，跳过当前批次处理下一批

模式检测： 检测并报告以下模式：

相机上传：
```
IMG_
```
、
```
DSC_
```
、
```
DCIM_
```
、
```
P_
```
截图：
```
screenshot
```
、
```
Screen Shot
```
、
```
Capture
```
通用名称：
```
untitled
```
、
```
image-1
```
、
```
photo
```
、
```
asset
```
日期格式：
```
2024-01-10
```
、
```
20240110
```
、
```
01-10-2024
```
当≥3个资产匹配某一模式时，建议批量重命名

错误处理：

如果Webflow MCP的
```
get_image_preview
```
调用失败：
1. 记录错误（不向用户显示）
2. 使用备用方案：从文件名提取描述
3. 标记警告⚠️："从文件名生成（图片预览失败）"
4. 继续处理其他资产
部分成功处理：
- 分别报告成功和失败的资产
- 显示："✅ 15个更新成功，❌ 2个更新失败，⏭️ 3个被跳过"
- 提供重试失败资产的选项

Phase 3: Advanced Features

阶段3：高级功能

Granular Approval System:

Number each suggestion:
```
[1]
```
,
```
[2]
```
,
```
[3]
```
, etc.
Show checkmark status:
```
✓
```
or
```
✗
```
Accept multiple formats:
- "all" - approve all
- "none" - cancel operation
- "1,3,5" - skip items 1, 3, and 5
- "2-5" - skip items 2 through 5
Always show validation status per item

Naming Templates: Offer templates when 5+ similar assets detected:

[category]-[description]-[modifier]

Example:
```
product-laptop-front-view.jpg
```

[description]-[location]-[year]

Example:
```
team-photo-office-2024.jpg
```

[type]-[name]-[variant]

Example:
```
icon-arrow-blue.svg
```

Folder Organization: Suggest folders when detecting:

5+ images with "team", "staff", "employee" →
```
team-photos
```
folder
5+ images with "product", "item" →
```
product-images
```
folder
5+ images with "logo", "brand" →
```
branding
```
folder
5+ images with "screenshot", "capture" →
```
screenshots
```
folder

Rollback System: Before any update, store in memory:

json

{
  "timestamp": "2026-01-10T00:45:00Z",
  "assets": [
    {
      "id": "asset-id",
      "originalName": "1.webp",
      "originalAltText": "",
      "newName": "podcast-host.webp",
      "newAltText": "Podcast host recording..."
    }
  ]
}

Offer undo for 5 minutes after changes
Clear rollback data after next audit starts
Show rollback option in final summary

Duplicate Detection:

Compare asset sizes (exact match = likely duplicate)
Compare filenames (similar names = potential duplicate)
Report: "⚠️ Potential duplicates: asset1.jpg (2.4MB) and asset1-copy.jpg (2.4MB)"
Don't auto-delete - let user decide

精细化审批系统：

为每个建议编号：
```
[1]
```
、
```
[2]
```
、
```
[3]
```
等
显示勾选状态：
```
✓
```
或
```
✗
```
支持多种输入格式：
- "all" - 批准所有建议
- "none" - 取消操作
- "1,3,5" - 跳过第1、3、5项
- "2-5" - 跳过第2至第5项
始终显示每个项目的验证状态

命名模板： 当检测到≥5个相似资产时，提供模板：

[category]-[description]-[modifier]

示例：
```
product-laptop-front-view.jpg
```

[description]-[location]-[year]

示例：
```
team-photo-office-2024.jpg
```

[type]-[name]-[variant]

示例：
```
icon-arrow-blue.svg
```

文件夹组织： 当检测到以下情况时建议创建文件夹：

≥5张包含"team"、"staff"、"employee"的图片 →
```
team-photos
```
文件夹
≥5张包含"product"、"item"的图片 →
```
product-images
```
文件夹
≥5张包含"logo"、"brand"的图片 →
```
branding
```
文件夹
≥5张包含"screenshot"、"capture"的图片 →
```
screenshots
```
文件夹

回滚系统： 在进行任何更新前，将以下信息存储在内存中：

json

{
  "timestamp": "2026-01-10T00:45:00Z",
  "assets": [
    {
      "id": "asset-id",
      "originalName": "1.webp",
      "originalAltText": "",
      "newName": "podcast-host.webp",
      "newAltText": "Podcast host recording..."
    }
  ]
}

更改后5分钟内提供撤销选项
下次审计开始时清除回滚数据
在最终摘要中显示回滚选项

重复资产检测：

比较资产大小（完全匹配则可能为重复资产）
比较文件名（名称相似则可能为重复资产）
报告："⚠️ 潜在重复资产：asset1.jpg（2.4MB）和asset1-copy.jpg（2.4MB）"
不自动删除 - 由用户决定

General Best Practices

通用最佳实践

Always use Webflow MCP's
```
get_image_preview
```
to understand image content
Generate specific, descriptive suggestions (not generic)
Validate all suggestions before presenting to user
Handle partial operations gracefully
Provide clear progress indicators for long operations
Group similar issues together in reports
Use visual indicators: ✅ ⚠️ ❌ 🔍 💡 📋 🎉
Be conversational but concise
Always offer rollback after changes

始终使用Webflow MCP的
```
get_image_preview
```
来理解图片内容
生成具体、有描述性的建议（而非通用建议）
向用户展示前先验证所有建议
优雅处理部分操作失败的情况
为耗时较长的操作提供清晰的进度指示
在报告中将相似问题分组展示
使用视觉指示器：✅ ⚠️ ❌ 🔍 💡 📋 🎉
保持对话式但简洁的风格
更改后始终提供回滚选项