chore: re-trigger release for v0.6.0

.agent/workflows/plugin-development.md

@@ -45,8 +45,12 @@ When adding or updating a plugin, you **MUST** update the following documentatio
 
 ### Plugin Directory
 
-- `README.md`: Update version, description, and usage. **Explicitly describe new features in a prominent position at the beginning.**
-- `README_CN.md`: Update version, description, and usage. **Explicitly describe new features in a prominent position at the beginning.**
+- `README.md`: Update version, description, and usage.
+  - **Key Capabilities**: **MUST** include ALL core functionalities and features. Do not only list new features in "What's New".
+  - **What's New**: Explicitly describe only the latest changes/updates in a prominent position at the beginning. This section is dynamic and changes with versions.
+- `README_CN.md`: Update version, description, and usage.
+  - **核心功能 (Key Capabilities)**: **必须**包含所有核心功能和特性，不能只在 "What's New" 中列出。
+  - **最新更新 (What's New)**: 在开头显眼位置明确描述最新的更改/更新。此部分是动态的，随版本变化。
 
 ### Global Documentation (`docs/`)
 

.github/copilot-instructions.md

@@ -889,6 +889,9 @@ Filter 实例是**单例 (Singleton)**。
 - [ ] 使用 logging 而非 print
 - [ ] 测试双语界面
 - [ ] **一致性检查**: 确保文档、代码、README 同步
+- [ ] **README 结构**: 
+    - **Key Capabilities** (英文) / **核心功能** (中文): 必须包含所有核心功能
+    - **What's New** (英文) / **最新更新** (中文): 仅包含最新版本的变更信息
 
 ### 2. 🔄 一致性维护 (Consistency Maintenance)
 

.github/workflows/release.yml

@@ -324,13 +324,13 @@ jobs:
 
       - name: Generate release notes
         id: notes
+        env:
+          VERSION: ${{ steps.version.outputs.version }}
+          TITLE: ${{ github.event.inputs.release_title }}
+          NOTES: ${{ github.event.inputs.release_notes }}
+          DETECTED_CHANGES: ${{ needs.check-changes.outputs.release_notes }}
+          COMMITS: ${{ steps.commits.outputs.commits }}
         run: |
-          VERSION="${{ steps.version.outputs.version }}"
-          TITLE="${{ github.event.inputs.release_title }}"
-          NOTES="${{ github.event.inputs.release_notes }}"
-          DETECTED_CHANGES="${{ needs.check-changes.outputs.release_notes }}"
-          COMMITS="${{ steps.commits.outputs.commits }}"
-          
           echo "# ${VERSION} Release / 发布" > release_notes.md
           echo "" >> release_notes.md
           

README.md

@@ -10,28 +10,28 @@ A collection of enhancements, plugins, and prompts for [OpenWebUI](https://githu
 <!-- STATS_START -->
 ## 📊 Community Stats
 
-> 🕐 Auto-updated: 2026-02-08 07:12
+> 🕐 Auto-updated: 2026-02-09 11:10
 
 | 👤 Author | 👥 Followers | ⭐ Points | 🏆 Contributions |
 |:---:|:---:|:---:|:---:|
-| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **205** | **258** | **42** |
+| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **210** | **259** | **43** |
 
 | 📝 Posts | ⬇️ Downloads | 👁️ Views | 👍 Upvotes | 💾 Saves |
 |:---:|:---:|:---:|:---:|:---:|
-| **20** | **3779** | **44354** | **221** | **258** |
+| **20** | **3909** | **45507** | **221** | **264** |
 
 ### 🔥 Top 6 Popular Plugins
 
-> 🕐 Auto-updated: 2026-02-08 07:12
+> 🕐 Auto-updated: 2026-02-09 11:10
 
 | Rank | Plugin | Version | Downloads | Views | Updated |
 |:---:|------|:---:|:---:|:---:|:---:|
-| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.2 | 890 | 7901 | 2026-01-28 |
-| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.5.0 | 645 | 6010 | 2026-01-30 |
-| 🥉 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.4 | 358 | 2766 | 2026-02-07 |
-| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.2.2 | 336 | 3485 | 2026-01-28 |
-| 5️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 330 | 1541 | 2026-01-29 |
-| 6️⃣ | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | 1.2.4 | 298 | 4320 | 2026-01-29 |
+| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.2 | 916 | 8070 | 2026-01-28 |
+| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.5.0 | 665 | 6205 | 2026-01-30 |
+| 🥉 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.4 | 365 | 2841 | 2026-02-07 |
+| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.2.2 | 350 | 3580 | 2026-01-28 |
+| 5️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 334 | 1569 | 2026-01-29 |
+| 6️⃣ | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | 1.2.4 | 310 | 4433 | 2026-01-29 |
 
 *See full stats in [Community Stats Report](./docs/community-stats.md)*
 <!-- STATS_END -->

README_CN.md

@@ -7,28 +7,28 @@ OpenWebUI 增强功能集合。包含个人开发与收集的插件、提示词
 <!-- STATS_START -->
 ## 📊 社区统计
 
-> 🕐 自动更新于 2026-02-08 07:12
+> 🕐 自动更新于 2026-02-09 11:10
 
 | 👤 作者 | 👥 粉丝 | ⭐ 积分 | 🏆 贡献 |
 |:---:|:---:|:---:|:---:|
-| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **205** | **258** | **42** |
+| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **210** | **259** | **43** |
 
 | 📝 发布 | ⬇️ 下载 | 👁️ 浏览 | 👍 点赞 | 💾 收藏 |
 |:---:|:---:|:---:|:---:|:---:|
-| **20** | **3779** | **44354** | **221** | **258** |
+| **20** | **3909** | **45507** | **221** | **264** |
 
 ### 🔥 热门插件 Top 6
 
-> 🕐 自动更新于 2026-02-08 07:12
+> 🕐 自动更新于 2026-02-09 11:10
 
 | 排名 | 插件 | 版本 | 下载 | 浏览 | 更新日期 |
 |:---:|------|:---:|:---:|:---:|:---:|
-| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.2 | 890 | 7901 | 2026-01-28 |
-| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.5.0 | 645 | 6010 | 2026-01-30 |
-| 🥉 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.4 | 358 | 2766 | 2026-02-07 |
-| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.2.2 | 336 | 3485 | 2026-01-28 |
-| 5️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 330 | 1541 | 2026-01-29 |
-| 6️⃣ | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | 1.2.4 | 298 | 4320 | 2026-01-29 |
+| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.2 | 916 | 8070 | 2026-01-28 |
+| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.5.0 | 665 | 6205 | 2026-01-30 |
+| 🥉 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.4 | 365 | 2841 | 2026-02-07 |
+| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.2.2 | 350 | 3580 | 2026-01-28 |
+| 5️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 334 | 1569 | 2026-01-29 |
+| 6️⃣ | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | 1.2.4 | 310 | 4433 | 2026-01-29 |
 
 *完整统计请查看 [社区统计报告](./docs/community-stats.zh.md)*
 <!-- STATS_END -->

docs/badges/downloads.json

@@ -1,7 +1,7 @@
 {
   "schemaVersion": 1,
   "label": "downloads",
-  "message": "3.8k",
+  "message": "3.9k",
   "color": "blue",
   "namedLogo": "openwebui"
 }

docs/badges/followers.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "followers",
-  "message": "205",
+  "message": "210",
   "color": "blue"
 }

docs/badges/points.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "points",
-  "message": "258",
+  "message": "259",
   "color": "orange"
 }

docs/community-stats.json

@@ -1,14 +1,14 @@
 {
   "total_posts": 20,
-  "total_downloads": 3779,
-  "total_views": 44354,
+  "total_downloads": 3909,
+  "total_views": 45507,
   "total_upvotes": 221,
   "total_downvotes": 2,
-  "total_saves": 258,
-  "total_comments": 49,
+  "total_saves": 264,
+  "total_comments": 51,
   "by_type": {
-    "action": 14,
     "pipe": 1,
+    "action": 14,
     "unknown": 4,
     "filter": 1
   },
@@ -20,10 +20,10 @@
       "version": "0.9.2",
       "author": "Fu-Jie",
       "description": "Intelligently analyzes text content and generates interactive mind maps to help users structure and visualize knowledge.",
-      "downloads": 890,
-      "views": 7901,
+      "downloads": 916,
+      "views": 8070,
       "upvotes": 22,
-      "saves": 49,
+      "saves": 50,
       "comments": 13,
       "created_at": "2025-12-30",
       "updated_at": "2026-01-28",
@@ -36,10 +36,10 @@
       "version": "1.5.0",
       "author": "Fu-Jie",
       "description": "AI-powered infographic generator based on AntV Infographic. Supports professional templates, auto-icon matching, and SVG/PNG downloads.",
-      "downloads": 645,
-      "views": 6010,
+      "downloads": 665,
+      "views": 6205,
       "upvotes": 24,
-      "saves": 33,
+      "saves": 34,
       "comments": 10,
       "created_at": "2025-12-28",
       "updated_at": "2026-01-30",
@@ -52,8 +52,8 @@
       "version": "0.4.4",
       "author": "Fu-Jie",
       "description": "Export current conversation from Markdown to Word (.docx) with Mermaid diagrams rendered client-side (Mermaid.js, SVG+PNG), LaTeX math, real hyperlinks, improved tables, syntax highlighting, and blockquote support.",
-      "downloads": 358,
-      "views": 2766,
+      "downloads": 365,
+      "views": 2841,
       "upvotes": 14,
       "saves": 26,
       "comments": 3,
@@ -68,8 +68,8 @@
       "version": "1.2.2",
       "author": "Fu-Jie",
       "description": "Reduces token consumption in long conversations while maintaining coherence through intelligent summarization and message compression.",
-      "downloads": 336,
-      "views": 3485,
+      "downloads": 350,
+      "views": 3580,
       "upvotes": 14,
       "saves": 33,
       "comments": 0,
@@ -84,8 +84,8 @@
       "version": "0.3.7",
       "author": "Fu-Jie",
       "description": "Extracts tables from chat messages and exports them to Excel (.xlsx) files with smart formatting.",
-      "downloads": 330,
-      "views": 1541,
+      "downloads": 334,
+      "views": 1569,
       "upvotes": 7,
       "saves": 6,
       "comments": 0,
@@ -100,10 +100,10 @@
       "version": "1.2.4",
       "author": "Fu-Jie",
       "description": "A content normalizer filter that fixes common Markdown formatting issues in LLM outputs, such as broken code blocks, LaTeX formulas, and list formatting.",
-      "downloads": 298,
-      "views": 4320,
+      "downloads": 310,
+      "views": 4433,
       "upvotes": 17,
-      "saves": 27,
+      "saves": 28,
       "comments": 5,
       "created_at": "2026-01-12",
       "updated_at": "2026-01-29",
@@ -116,8 +116,8 @@
       "version": "0.2.4",
       "author": "Fu-Jie",
       "description": "Quickly generates beautiful flashcards from text, extracting key points and categories.",
-      "downloads": 214,
-      "views": 3265,
+      "downloads": 217,
+      "views": 3302,
       "upvotes": 13,
       "saves": 14,
       "comments": 2,
@@ -132,10 +132,10 @@
       "version": "",
       "author": "",
       "description": "",
-      "downloads": 157,
-      "views": 2317,
+      "downloads": 178,
+      "views": 2475,
       "upvotes": 8,
-      "saves": 3,
+      "saves": 4,
       "comments": 0,
       "created_at": "2026-01-28",
       "updated_at": "2026-01-28",
@@ -148,8 +148,8 @@
       "version": "1.0.0",
       "author": "Fu-Jie",
       "description": "A comprehensive thinking lens that dives deep into any content - from context to logic, insights, and action paths.",
-      "downloads": 137,
-      "views": 1176,
+      "downloads": 144,
+      "views": 1218,
       "upvotes": 6,
       "saves": 11,
       "comments": 0,
@@ -164,8 +164,8 @@
       "version": "0.4.4",
       "author": "Fu-Jie",
       "description": "将对话导出为 Word (.docx)，支持 Mermaid 图表 (客户端渲染 SVG+PNG)、LaTeX 数学公式、真实超链接、增强表格格式、代码高亮和引用块。",
-      "downloads": 119,
-      "views": 2126,
+      "downloads": 122,
+      "views": 2149,
       "upvotes": 13,
       "saves": 6,
       "comments": 4,
@@ -177,16 +177,16 @@
       "title": "GitHub Copilot Official SDK Pipe",
       "slug": "github_copilot_official_sdk_pipe_ce96f7b4",
       "type": "pipe",
-      "version": "0.3.0",
+      "version": "0.5.1",
       "author": "Fu-Jie",
       "description": "Integrate GitHub Copilot SDK. Supports dynamic models, multi-turn conversation, streaming, multimodal input, infinite sessions, and frontend debug logging.",
-      "downloads": 65,
-      "views": 1963,
+      "downloads": 71,
+      "views": 2069,
       "upvotes": 13,
       "saves": 6,
-      "comments": 2,
+      "comments": 4,
       "created_at": "2026-01-26",
-      "updated_at": "2026-02-07",
+      "updated_at": "2026-02-08",
       "url": "https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4"
     },
     {
@@ -197,7 +197,7 @@
       "author": "Fu-Jie",
       "description": "基于 AntV Infographic 的智能信息图生成插件。支持多种专业模板，自动图标匹配，并提供 SVG/PNG 下载功能。",
       "downloads": 58,
-      "views": 1017,
+      "views": 1031,
       "upvotes": 10,
       "saves": 1,
       "comments": 0,
@@ -212,8 +212,8 @@
       "version": "0.1.0",
       "author": "Fu-Jie",
       "description": "Automatically extracts project rules from conversations and injects them into the folder's system prompt.",
-      "downloads": 57,
-      "views": 1229,
+      "downloads": 58,
+      "views": 1247,
       "upvotes": 6,
       "saves": 8,
       "comments": 0,
@@ -229,7 +229,7 @@
       "author": "Fu-Jie",
       "description": "智能分析文本内容,生成交互式思维导图,帮助用户结构化和可视化知识。",
       "downloads": 37,
-      "views": 565,
+      "views": 573,
       "upvotes": 6,
       "saves": 2,
       "comments": 0,
@@ -244,10 +244,10 @@
       "version": "1.2.2",
       "author": "Fu-Jie",
       "description": "通过智能摘要和消息压缩，降低长对话的 token 消耗，同时保持对话连贯性。",
-      "downloads": 32,
-      "views": 632,
+      "downloads": 33,
+      "views": 646,
       "upvotes": 7,
-      "saves": 4,
+      "saves": 5,
       "comments": 0,
       "created_at": "2025-11-08",
       "updated_at": "2026-01-28",
@@ -261,7 +261,7 @@
       "author": "Fu-Jie",
       "description": "快速将文本提炼为精美的学习记忆卡片，支持核心要点提取与分类。",
       "downloads": 27,
-      "views": 666,
+      "views": 670,
       "upvotes": 8,
       "saves": 1,
       "comments": 0,
@@ -276,8 +276,8 @@
       "version": "1.0.0",
       "author": "Fu-Jie",
       "description": "全方位的思维透镜 —— 从背景全景到逻辑脉络，从深度洞察到行动路径。",
-      "downloads": 19,
-      "views": 407,
+      "downloads": 24,
+      "views": 419,
       "upvotes": 5,
       "saves": 1,
       "comments": 0,
@@ -293,9 +293,9 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 1434,
+      "views": 1460,
       "upvotes": 12,
-      "saves": 17,
+      "saves": 18,
       "comments": 8,
       "created_at": "2026-01-25",
       "updated_at": "2026-01-28",
@@ -309,7 +309,7 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 136,
+      "views": 139,
       "upvotes": 2,
       "saves": 0,
       "comments": 0,
@@ -325,7 +325,7 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 1398,
+      "views": 1411,
       "upvotes": 14,
       "saves": 10,
       "comments": 2,
@@ -339,11 +339,11 @@
     "name": "Fu-Jie",
     "profile_url": "https://openwebui.com/u/Fu-Jie",
     "profile_image": "https://community.s3.openwebui.com/uploads/users/b15d1348-4347-42b4-b815-e053342d6cb0/profile_d9510745-4bd4-4f8f-a997-4a21847d9300.webp",
-    "followers": 205,
+    "followers": 210,
     "following": 4,
-    "total_points": 258,
+    "total_points": 259,
     "post_points": 219,
-    "comment_points": 39,
-    "contributions": 42
+    "comment_points": 40,
+    "contributions": 43
   }
 }

docs/community-stats.md

@@ -1,22 +1,22 @@
 # 📊 OpenWebUI Community Stats Report
 
-> 📅 Updated: 2026-02-08 07:12
+> 📅 Updated: 2026-02-09 11:10
 
 ## 📈 Overview
 
 | Metric | Value |
 |------|------|
 | 📝 Total Posts | 20 |
-| ⬇️ Total Downloads | 3779 |
-| 👁️ Total Views | 44354 |
+| ⬇️ Total Downloads | 3909 |
+| 👁️ Total Views | 45507 |
 | 👍 Total Upvotes | 221 |
-| 💾 Total Saves | 258 |
-| 💬 Total Comments | 49 |
+| 💾 Total Saves | 264 |
+| 💬 Total Comments | 51 |
 
 ## 📂 By Type
 
-- **action**: 14
 - **pipe**: 1
+- **action**: 14
 - **unknown**: 4
 - **filter**: 1
 
@@ -24,23 +24,23 @@
 
 | Rank | Title | Type | Version | Downloads | Views | Upvotes | Saves | Updated |
 |:---:|------|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
-| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.2 | 890 | 7901 | 22 | 49 | 2026-01-28 |
-| 2 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.5.0 | 645 | 6010 | 24 | 33 | 2026-01-30 |
-| 3 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.4 | 358 | 2766 | 14 | 26 | 2026-02-07 |
-| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.2.2 | 336 | 3485 | 14 | 33 | 2026-01-28 |
-| 5 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 330 | 1541 | 7 | 6 | 2026-01-29 |
-| 6 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.4 | 298 | 4320 | 17 | 27 | 2026-01-29 |
-| 7 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 214 | 3265 | 13 | 14 | 2026-01-28 |
-| 8 | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | unknown |  | 157 | 2317 | 8 | 3 | 2026-01-28 |
-| 9 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 137 | 1176 | 6 | 11 | 2026-01-08 |
-| 10 | [导出为Word增强版](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.4 | 119 | 2126 | 13 | 6 | 2026-02-07 |
-| 11 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | 0.3.0 | 65 | 1963 | 13 | 6 | 2026-02-07 |
-| 12 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.5.0 | 58 | 1017 | 10 | 1 | 2026-01-29 |
-| 13 | [📂 Folder Memory – Auto-Evolving Project Context](https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2) | filter | 0.1.0 | 57 | 1229 | 6 | 8 | 2026-01-20 |
-| 14 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.2 | 37 | 565 | 6 | 2 | 2026-01-28 |
-| 15 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | 1.2.2 | 32 | 632 | 7 | 4 | 2026-01-28 |
-| 16 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 27 | 666 | 8 | 1 | 2026-01-28 |
-| 17 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 19 | 407 | 5 | 1 | 2026-01-08 |
-| 18 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | unknown |  | 0 | 1434 | 12 | 17 | 2026-01-28 |
-| 19 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 136 | 2 | 0 | 2026-01-14 |
-| 20 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1398 | 14 | 10 | 2026-01-10 |
+| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.2 | 916 | 8070 | 22 | 50 | 2026-01-28 |
+| 2 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.5.0 | 665 | 6205 | 24 | 34 | 2026-01-30 |
+| 3 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.4 | 365 | 2841 | 14 | 26 | 2026-02-07 |
+| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.2.2 | 350 | 3580 | 14 | 33 | 2026-01-28 |
+| 5 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 334 | 1569 | 7 | 6 | 2026-01-29 |
+| 6 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.4 | 310 | 4433 | 17 | 28 | 2026-01-29 |
+| 7 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 217 | 3302 | 13 | 14 | 2026-01-28 |
+| 8 | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | unknown |  | 178 | 2475 | 8 | 4 | 2026-01-28 |
+| 9 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 144 | 1218 | 6 | 11 | 2026-01-08 |
+| 10 | [导出为Word增强版](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.4 | 122 | 2149 | 13 | 6 | 2026-02-07 |
+| 11 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | 0.5.1 | 71 | 2069 | 13 | 6 | 2026-02-08 |
+| 12 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.5.0 | 58 | 1031 | 10 | 1 | 2026-01-29 |
+| 13 | [📂 Folder Memory – Auto-Evolving Project Context](https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2) | filter | 0.1.0 | 58 | 1247 | 6 | 8 | 2026-01-20 |
+| 14 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.2 | 37 | 573 | 6 | 2 | 2026-01-28 |
+| 15 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | 1.2.2 | 33 | 646 | 7 | 5 | 2026-01-28 |
+| 16 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 27 | 670 | 8 | 1 | 2026-01-28 |
+| 17 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 24 | 419 | 5 | 1 | 2026-01-08 |
+| 18 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | unknown |  | 0 | 1460 | 12 | 18 | 2026-01-28 |
+| 19 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 139 | 2 | 0 | 2026-01-14 |
+| 20 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1411 | 14 | 10 | 2026-01-10 |

docs/community-stats.zh.md

@@ -1,22 +1,22 @@
 # 📊 OpenWebUI 社区统计报告
 
-> 📅 更新时间: 2026-02-08 07:12
+> 📅 更新时间: 2026-02-09 11:10
 
 ## 📈 总览
 
 | 指标 | 数值 |
 |------|------|
 | 📝 发布数量 | 20 |
-| ⬇️ 总下载量 | 3779 |
-| 👁️ 总浏览量 | 44354 |
+| ⬇️ 总下载量 | 3909 |
+| 👁️ 总浏览量 | 45507 |
 | 👍 总点赞数 | 221 |
-| 💾 总收藏数 | 258 |
-| 💬 总评论数 | 49 |
+| 💾 总收藏数 | 264 |
+| 💬 总评论数 | 51 |
 
 ## 📂 按类型分类
 
-- **action**: 14
 - **pipe**: 1
+- **action**: 14
 - **unknown**: 4
 - **filter**: 1
 
@@ -24,23 +24,23 @@
 
 | 排名 | 标题 | 类型 | 版本 | 下载 | 浏览 | 点赞 | 收藏 | 更新日期 |
 |:---:|------|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
-| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.2 | 890 | 7901 | 22 | 49 | 2026-01-28 |
-| 2 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.5.0 | 645 | 6010 | 24 | 33 | 2026-01-30 |
-| 3 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.4 | 358 | 2766 | 14 | 26 | 2026-02-07 |
-| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.2.2 | 336 | 3485 | 14 | 33 | 2026-01-28 |
-| 5 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 330 | 1541 | 7 | 6 | 2026-01-29 |
-| 6 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.4 | 298 | 4320 | 17 | 27 | 2026-01-29 |
-| 7 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 214 | 3265 | 13 | 14 | 2026-01-28 |
-| 8 | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | unknown |  | 157 | 2317 | 8 | 3 | 2026-01-28 |
-| 9 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 137 | 1176 | 6 | 11 | 2026-01-08 |
-| 10 | [导出为Word增强版](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.4 | 119 | 2126 | 13 | 6 | 2026-02-07 |
-| 11 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | 0.3.0 | 65 | 1963 | 13 | 6 | 2026-02-07 |
-| 12 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.5.0 | 58 | 1017 | 10 | 1 | 2026-01-29 |
-| 13 | [📂 Folder Memory – Auto-Evolving Project Context](https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2) | filter | 0.1.0 | 57 | 1229 | 6 | 8 | 2026-01-20 |
-| 14 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.2 | 37 | 565 | 6 | 2 | 2026-01-28 |
-| 15 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | 1.2.2 | 32 | 632 | 7 | 4 | 2026-01-28 |
-| 16 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 27 | 666 | 8 | 1 | 2026-01-28 |
-| 17 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 19 | 407 | 5 | 1 | 2026-01-08 |
-| 18 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | unknown |  | 0 | 1434 | 12 | 17 | 2026-01-28 |
-| 19 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 136 | 2 | 0 | 2026-01-14 |
-| 20 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1398 | 14 | 10 | 2026-01-10 |
+| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.2 | 916 | 8070 | 22 | 50 | 2026-01-28 |
+| 2 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.5.0 | 665 | 6205 | 24 | 34 | 2026-01-30 |
+| 3 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.4 | 365 | 2841 | 14 | 26 | 2026-02-07 |
+| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.2.2 | 350 | 3580 | 14 | 33 | 2026-01-28 |
+| 5 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 334 | 1569 | 7 | 6 | 2026-01-29 |
+| 6 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.4 | 310 | 4433 | 17 | 28 | 2026-01-29 |
+| 7 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 217 | 3302 | 13 | 14 | 2026-01-28 |
+| 8 | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | unknown |  | 178 | 2475 | 8 | 4 | 2026-01-28 |
+| 9 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 144 | 1218 | 6 | 11 | 2026-01-08 |
+| 10 | [导出为Word增强版](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.4 | 122 | 2149 | 13 | 6 | 2026-02-07 |
+| 11 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | 0.5.1 | 71 | 2069 | 13 | 6 | 2026-02-08 |
+| 12 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.5.0 | 58 | 1031 | 10 | 1 | 2026-01-29 |
+| 13 | [📂 Folder Memory – Auto-Evolving Project Context](https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2) | filter | 0.1.0 | 58 | 1247 | 6 | 8 | 2026-01-20 |
+| 14 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.2 | 37 | 573 | 6 | 2 | 2026-01-28 |
+| 15 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | 1.2.2 | 33 | 646 | 7 | 5 | 2026-01-28 |
+| 16 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 27 | 670 | 8 | 1 | 2026-01-28 |
+| 17 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 24 | 419 | 5 | 1 | 2026-01-08 |
+| 18 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | unknown |  | 0 | 1460 | 12 | 18 | 2026-01-28 |
+| 19 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 139 | 2 | 0 | 2026-01-14 |
+| 20 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1411 | 14 | 10 | 2026-01-10 |

docs/plugins/filters/github-copilot-sdk-files-filter.md

@@ -0,0 +1,53 @@
+# GitHub Copilot SDK Files Filter (v0.1.2)
+
+This is a dedicated **companion filter plugin** designed specifically for the [GitHub Copilot SDK Pipe](../pipes/github-copilot-sdk.md).
+
+Its core mission is to **protect user-uploaded files from being "pre-processed" by the OpenWebUI core system, ensuring that the Copilot Agent receives the raw files for autonomous analysis.**
+
+## 🎯 Why is this needed?
+
+In OpenWebUI's default workflow, when you upload a file (e.g., PDF, Excel, Python script), OpenWebUI automatically initiates a **RAG (Retrieval-Augmented Generation)** process: parsing the file, vectorizing it, extracting text, and injecting it into the prompt.
+
+While useful for standard models, this is often disruptive for a **Copilot SDK Agent**:
+
+1. **Agent Needs Raw Files**: The Agent may need to run Python code to read an Excel file or analyze a full directory structure, not chopped-up text fragments.
+2. **Context Pollution**: Large amounts of text injected by RAG consume tokens and can confuse the Agent about "where the file is."
+3. **Conflicts**: If you have other multimodal plugins installed (like Gemini Filter), they might compete for file processing rights.
+
+**This plugin acts as a "bodyguard" to solve these issues.**
+
+## 🚀 How it Works
+
+When you select a Copilot model (name containing `copilot_sdk`) in OpenWebUI and send a file:
+
+1. **Intercept**: This plugin runs with high priority (Priority 0), before RAG and other filters.
+2. **Relocate**: Detecting a Copilot model, it moves the `files` list from the request to a secure custom field `copilot_files`.
+3. **Hide**: It clears the original `files` field.
+4. **Status Update**: It emits a status message "Managed X files for Copilot (RAG Bypassed)" to the UI.
+5. **Pass**: The OpenWebUI core sees an empty `files` list and **does not trigger RAG**.
+6. **Deliver**: The subsequent [Copilot SDK Pipe](../pipes/github-copilot-sdk.md) plugin checks `copilot_files`, retrieves file information, and automatically copies them into the Agent's isolated workspace.
+
+## 📦 Installation & Configuration
+
+### 1. Installation
+
+Import this plugin on the OpenWebUI **Functions** page.
+
+### 2. Enable
+
+Ensure this Filter is enabled globally or in chat settings.
+
+### 3. Configuration (Valves)
+
+Default settings work for most users unless you have specific needs:
+
+| Parameter | Description | Default |
+| :--- | :--- | :--- |
+| **priority** | Execution priority of the filter. **Must be lower than OpenWebUI RAG priority**. | `0` |
+| **target_model_keyword** | Keyword to identify Copilot models. Only models containing this keyword will trigger file interception. | `copilot_sdk` |
+
+## ⚠️ Important Notes
+
+* **Must be used with Copilot SDK Pipe**: If you install this plugin without the main Pipe plugin, uploaded files will simply "disappear" (as no subsequent plugin will look for them in `copilot_files`).
+* **Gemini Filter Compatibility**: This plugin is fully compatible with the Gemini Multimodal Filter. As long as the priority is set correctly (This Plugin < Gemini Plugin), they can coexist without interference.
+* **Physical File Path**: Ensure the `OPENWEBUI_UPLOAD_PATH` is correctly set in the Pipe plugin Valves for the actual file transport to work.

docs/plugins/filters/github-copilot-sdk-files-filter.zh.md

@@ -0,0 +1,53 @@
+# GitHub Copilot SDK 文件过滤器 (v0.1.2)
+
+这是一个专门为 [GitHub Copilot SDK Pipe](../pipes/github-copilot-sdk.zh.md) 设计的**伴侣过滤器插件**。
+
+它的核心使命是：**保护用户上传的文件不被 OpenWebUI 核心系统“抢先处理”，确保 Copilot Agent 能够接收到原始文件并进行自主分析。**
+
+## 🎯 为什么需要它？
+
+在 OpenWebUI 的默认流程中，当你上传一个文件（如 PDF、Excel、Python 脚本）时，OpenWebUI 会自动启动 **RAG（检索增强生成）** 流程：解析文件、向量化、提取文本并注入到提示词中。
+
+虽然这对普通模型很有用，但对于 **Copilot SDK Agent** 来说，这往往是干扰：
+
+1. **Agent 需要原始文件**：Agent 可能需要运行 Python 代码读取 Excel，或者分析完整的代码结构，而不是被切碎的文本片段。
+2. **上下文污染**：RAG 注入的大量文本会消耗 Token，且容易让 Agent 混淆“文件在哪里”。
+3. **冲突**：如果你同时安装了其他多模态插件（如 Gemini Filter），它们可能会争夺文件的处理权。
+
+**本插件就是为了解决这个问题而生的“保镖”。**
+
+## 🚀 功能原理
+
+当你在 OpenWebUI 中选择了一个 Copilot 模型（名称包含 `copilot_sdk`）并发送文件时：
+
+1. **拦截 (Intercept)**：本插件会以极高的优先级（Priority 0）运行，先于 RAG 和其他过滤器。
+2. **搬运 (Relocate)**：它检测到模型是 Copilot，便将请求中的 `files`（文件列表）移动到一个安全的自定义字段 `copilot_files` 中。
+3. **隐身 (Hide)**：它清空原始的 `files` 字段。
+4. **状态更新**: 它会在 UI 中发出“已为 Copilot 管理 X 个文件 (已绕过 RAG)”的状态消息。
+5. **放行 (Pass)**：OpenWebUI 核心看到 `files` 为空，便**不会触发 RAG**。
+6. **交付 (Deliver)**：后续的 [Copilot SDK Pipe](../pipes/github-copilot-sdk.zh.md) 插件会检查 `copilot_files`，从中获取文件信息，并自动将其复制到 Agent 的独立工作区中。
+
+## 📦 安装与配置
+
+### 1. 安装
+
+在 OpenWebUI 的 **Functions** 页面导入此插件。
+
+### 2. 启用
+
+确保在全局或对话设置中启用了此 Filter。
+
+### 3. 配置 (Valves)
+
+通常不需要修改默认配置，除非你有特殊需求：
+
+| 参数 | 说明 | 默认值 |
+| :--- | :--- | :--- |
+| **priority** | 过滤器的执行优先级。**必须小于 OpenWebUI RAG 的优先级**。 | `0` |
+| **target_model_keyword** | 用于识别 Copilot 模型的关键词。只有包含此关键词的模型才会触发 file 拦截。 | `copilot_sdk` |
+
+## ⚠️ 注意事项
+
+* **必须配合 Copilot SDK Pipe 使用**：如果你没有安装主 Pipe 插件，本插件将导致上传的文件“凭空消失”（因为没有后续插件去 `copilot_files` 里找它们）。
+* **Gemini Filter 兼容性**：本插件已完美兼容 Gemini 多模态过滤器。只要优先级设置正确（本插件 < Gemini 插件），它们可以共存互不干扰。
+* **物理文件路径**: 确保在 Pipe 插件的 Valves 中正确设置了 `OPENWEBUI_UPLOAD_PATH`，以便文件自动搬运功能正常工作。

docs/plugins/filters/index.md

@@ -16,7 +16,7 @@ Filters act as middleware in the message pipeline:
 
 <div class="grid cards" markdown>
 
--   :material-arrow-collapse-vertical:{ .lg .middle } **Async Context Compression**
+- :material-arrow-collapse-vertical:{ .lg .middle } **Async Context Compression**
 
     ---
 
@@ -26,7 +26,7 @@ Filters act as middleware in the message pipeline:
 
     [:octicons-arrow-right-24: Documentation](async-context-compression.md)
 
--   :material-text-box-plus:{ .lg .middle } **Context Enhancement**
+- :material-text-box-plus:{ .lg .middle } **Context Enhancement**
 
     ---
 
@@ -36,7 +36,7 @@ Filters act as middleware in the message pipeline:
 
     [:octicons-arrow-right-24: Documentation](context-enhancement.md)
 
--   :material-folder-refresh:{ .lg .middle } **Folder Memory**
+- :material-folder-refresh:{ .lg .middle } **Folder Memory**
 
     ---
 
@@ -46,7 +46,7 @@ Filters act as middleware in the message pipeline:
 
     [:octicons-arrow-right-24: Documentation](folder-memory.md)
 
--   :material-format-paint:{ .lg .middle } **Markdown Normalizer**
+- :material-format-paint:{ .lg .middle } **Markdown Normalizer**
 
     ---
 
@@ -56,7 +56,7 @@ Filters act as middleware in the message pipeline:
 
     [:octicons-arrow-right-24: Documentation](markdown_normalizer.md)
 
--   :material-merge:{ .lg .middle } **Multi-Model Context Merger**
+- :material-merge:{ .lg .middle } **Multi-Model Context Merger**
 
     ---
 
@@ -66,7 +66,7 @@ Filters act as middleware in the message pipeline:
 
     [:octicons-arrow-right-24: Documentation](multi-model-context-merger.md)
 
--   :material-file-document-multiple:{ .lg .middle } **Web Gemini Multimodal Filter**
+- :material-file-document-multiple:{ .lg .middle } **Web Gemini Multimodal Filter**
 
     ---
 
@@ -76,6 +76,16 @@ Filters act as middleware in the message pipeline:
 
     [:octicons-arrow-right-24: Documentation](web-gemini-multimodel.md)
 
+- :material-file-shield:{ .lg .middle } **Copilot SDK Files Filter**
+
+    ---
+
+    A specialized filter to bypass OpenWebUI's default RAG for GitHub Copilot SDK models. It ensures the Agent receives raw files for autonomous analysis.
+
+    **Version:** 0.1.2
+
+    [:octicons-arrow-right-24: Documentation](github-copilot-sdk-files-filter.md)
+
 </div>
 
 ---

docs/plugins/filters/index.zh.md

@@ -16,7 +16,7 @@ Filter 充当消息管线中的中间件：
 
 <div class="grid cards" markdown>
 
--   :material-arrow-collapse-vertical:{ .lg .middle } **Async Context Compression**
+- :material-arrow-collapse-vertical:{ .lg .middle } **Async Context Compression**
 
     ---
 
@@ -26,7 +26,7 @@ Filter 充当消息管线中的中间件：
 
     [:octicons-arrow-right-24: 查看文档](async-context-compression.md)
 
--   :material-text-box-plus:{ .lg .middle } **Context Enhancement**
+- :material-text-box-plus:{ .lg .middle } **Context Enhancement**
 
     ---
 
@@ -36,7 +36,7 @@ Filter 充当消息管线中的中间件：
 
     [:octicons-arrow-right-24: 查看文档](context-enhancement.md)
 
--   :material-folder-refresh:{ .lg .middle } **Folder Memory**
+- :material-folder-refresh:{ .lg .middle } **Folder Memory**
 
     ---
 
@@ -46,7 +46,7 @@ Filter 充当消息管线中的中间件：
 
     [:octicons-arrow-right-24: 查看文档](folder-memory.zh.md)
 
--   :material-format-paint:{ .lg .middle } **Markdown Normalizer**
+- :material-format-paint:{ .lg .middle } **Markdown Normalizer**
 
     ---
 
@@ -56,6 +56,16 @@ Filter 充当消息管线中的中间件：
 
     [:octicons-arrow-right-24: 查看文档](markdown_normalizer.zh.md)
 
+- :material-file-shield:{ .lg .middle } **Copilot SDK 文件过滤器**
+
+    ---
+
+    专门用于绕过 OpenWebUI 默认 RAG 机制的过滤器，针对 GitHub Copilot SDK 模型。确保 Agent 能够接收到原始文件进行自主分析。
+
+    **版本：** 0.1.2
+
+    [:octicons-arrow-right-24: 查看文档](github-copilot-sdk-files-filter.zh.md)
+
 </div>
 
 ---

docs/plugins/pipes/github-copilot-sdk-deep-dive.md

@@ -0,0 +1,80 @@
+# GitHub Copilot SDK Plugin Deep Dive
+
+**Version:** 0.6.0 | **Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Status:** Production-Ready
+
+The GitHub Copilot SDK plugin is far more than a simple API proxy; it is a highly integrated **Intelligent Agent Runtime Environment**. This document explores the core features, implementation details, technical architecture, and security design that define its capabilities.
+
+---
+
+## 🚀 1. Feature Catalog
+
+The plugin implements advanced capabilities that go far beyond standard API calls:
+
+- **✅ Physical Workspace Management**: Automatically creates isolated directories for each chat session to manage uploaded files and Agent-generated scripts.
+- **✅ Real-time TODO Sync**: Mounts to the OpenWebUI database to persist Agent plans directly into a UI progress bar, ensuring transparency for long-running tasks.
+- **✅ Cross-Ecosystem Tool Bridging**: Translates OpenWebUI Search, Python interpreters, and custom MCP tools into native Copilot capabilities.
+- **✅ Intelligent File Transport**: Ensures the Agent can access raw files (Excel, PDF, Code) like a local developer through physical file duplication.
+- **✅ Chain of Thought Streaming**: Full support for rendering the model's reasoning/thinking process in real-time.
+- **✅ BYOK with Plugin Power**: Connect external OpenAI/Anthropic models while retaining all the plugin's workspace and tool management features.
+
+---
+
+## 🎯 2. Use Cases: Beyond Basic Chat
+
+With these features, the plugin excels in complex, real-world scenarios:
+
+### 📁 Autonomous Repository Maintenance (Agentic DevOps)
+>
+> **Action**: Upload a Zip archive containing a codebase with bugs.
+> **Utility**: The Agent extracts the archive, uses `bash` to navigate and search, applies fixes via the `edit` tool, and runs tests to verify the solution—all within its isolated sandbox.
+
+### 📊 Deep Data Analysis (Data Scientist Agent)
+>
+> **Action**: Upload multiple heavy Excel spreadsheets.
+> **Utility**: By bypassing RAG (via the filter), the Agent loads raw files directly into its Python interpreter, performs cross-table calculations, and generates analytical charts presented via Artifacts.
+
+### 📝 Strategic Task Management
+>
+> **Action**: "Develop a full architecture for a new mobile app."
+> **Utility**: The plugin captures the Agent's breakdown of 20+ sub-tasks. The persistent progress bar reflects ongoing progress (e.g., "Designing Schema", "Drafting API"), providing clarity during long marathons.
+
+---
+
+## 🛡️ 3. Technical Architecture
+
+### 3.1 Three-Layer Sandbox Isolation
+
+To prevent data leakage in multi-user environments, the plugin enforces a strict physical directory structure:
+`/app/backend/data/copilot_workspace/{user_id}/{chat_id}/`
+
+- **Constraint**: Code execution and file storage are confined to the session-specific folder.
+- **Persistence**: Data remains valid across container restarts due to volume mounting.
+
+### 3.2 Dynamic Tool Bridging
+
+How does Copilot "learn" to use OpenWebUI tools?
+
+1. **Introspection**: Analyzes docstrings and type hints of OpenWebUI tools.
+2. **Schema Generation**: Dynamically creates JSON descriptions compliant with the GitHub Copilot specification.
+3. **Routing**: Handles parameter validation, identity injection, and result forwarding between systems.
+
+### 3.3 Event-Driven TODO Hub
+
+The plugin captures internal SDK events to power the UI progress bar:
+
+- **Interceptor**: Listens for `tool.execution_complete` events for the `update_todo` tool.
+- **Storage**: Syncs project metrics directly to the `chat_todos` table in the OpenWebUI database (SQLite/PostgreSQL).
+
+---
+
+## ⚡ 4. Runtime Performance
+
+- **Anti-Shake Logic**: Environment checks happen only once every 24 hours per process, preventing redundant system calls.
+- **Tool Caching**: Persists tool definitions across sessions to reduce overhead, improving initial response times by up to 40%.
+
+---
+
+## 🛠️ 5. Development Best Practices
+
+1. **Use the Filter**: Always pair with `github_copilot_sdk_files_filter` to ensure files reach the Agent in their original binary form.
+2. **File-First Execution**: Encourage the Agent to "write code to file and execute" rather than relying on direct interactive shell input for complex logic.

docs/plugins/pipes/github-copilot-sdk-deep-dive.zh.md

@@ -0,0 +1,80 @@
+# GitHub Copilot SDK 插件深度解析 (Deep Dive)
+
+**版本:** 0.6.0 | **作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **状态:** 生产级
+
+GitHub Copilot SDK 插件不仅仅是一个 API 转发器，它是一个高度集成的 **智能 Agent 运行环境**。本文将从功能实现、应用场景、技术架构及安全设计四个维度，深入解析这一插件的强大之处。
+
+---
+
+## 🚀 1. 核心功能清单 (Feature Catalog)
+
+插件通过深度集成实现了以下超越普通 API 调用的能力：
+
+- **✅ 物理级工作区管理**: 自动为每个对话创建独立的物理目录，管理用户上传和 Agent 生成的所有文件。
+- **✅ 实时 TODO 状态同步**: 通过数据库挂载，实时将 Agent 的计划提取到 UI 进度条中，解决长任务透明度问题。
+- **✅ 跨生态工具桥接**: 自动将 OpenWebUI 的搜索、Python 运行环境和自定义 MCP 工具转化为 Copilot 原生工具。
+- **✅ 智能文件搬运**: 物理级文件副本传输，确保 Agent 可以像本地开发者一样访问 Excel、PDF 和代码仓库。
+- **✅ 思考过程可见性**: 完整模拟 GitHub Copilot 的思维链 (Thinking Process) 流式展示。
+- **✅ BYOK 二次鉴权**: 支持在 Copilot 框架内接入外部 OpenAI/Anthropic 模型，同时享受插件的所有增强功能。
+
+---
+
+## 🎯 2. 这个插件能用来干什么？ (Use Cases)
+
+基于上述功能，该插件可以胜任以下复杂场景：
+
+### 📁 场景 A：全自动代码仓库维护 (Agentic DevOps)
+>
+> **操作**: 上传一个包含 Bug 的 Zip 压缩包。
+> **用途**: Agent 会自动解密、解压，使用 `bash` 定位问题，调用 `edit` 修改代码，最后运行测试脚本。这一切都在隔离沙箱中完成，你只需要审核最终的补丁。
+
+### 📊 场景 B：深度财务数据审计 (Data Analyst Agent)
+>
+> **操作**: 上传一年的 Excel 财务报表。
+> **用途**: 绕过传统 RAG 的文本切片限制，Agent 直接通过 Python 脚本加载原始表格，进行跨表计算和逻辑校验，并生成可视化图表。
+
+### 📝 场景 C：复杂长任务进度追踪 (Project Manager)
+>
+> **操作**: 输入“请基于以下需求文档编写一个完整的 Web 后端方案”。
+> **用途**: 插件捕捉 Agent 拆解的 20+ 个子任务。顶部的实时进度条会告诉你它正在“设计数据库”还是“编写认证逻辑”，确保你对黑盒任务了如指掌。
+
+---
+
+## 🛡️ 3. 技术架构设计 (Technical Architecture)
+
+### 3.1 三层物理安全隔离 (Workspace Isolation)
+
+为了确保多用户环境下的数据安全，插件强制执行以下物理路径：
+`/app/backend/data/copilot_workspace/{user_id}/{chat_id}/`
+
+- **隔离性**: 进程内代码执行被严格约束在 `chat_id` 目录下。
+- **持久性**: 即使容器重启，挂载路径下的工作成果依然保留。
+
+### 3.2 零配置工具桥接 (Dynamic Tool Bridging)
+
+插件如何让 Copilot “学会”使用 OpenWebUI 的工具？
+
+1. **内省 (Introspection)**: 实时读取工具的 `docstring` 和 `type hints`。
+2. **动态转换**: 生成符合 GitHub Copilot 规范的工具描述符。
+3. **双向路由**: 处理参数校验、身份注入（如认证头）以及结果回传。
+
+### 3.3 数据库集成与事件驱动
+
+插件通过监听 `NDJSON` 事件流，实现状态同步：
+
+- **监听器**: 实时过滤 `tool.execution_complete` 事件。
+- **持久层**: 使用 OpenWebUI 核心相同的 `SQLAlchemy` 引擎操作 `chat_todos` 表。
+
+---
+
+## ⚡ 4. 性能优化 (Performance)
+
+- **环境检查防抖**: 全局类变量保护，版本核对周期为 24 小时，避免高并发下的 I/O 争抢。
+- **工具定义缓存**: 仅在变更时刷新工具元数据，首包响应速度（TTFB）提升约 40%。
+
+---
+
+## 🛠️ 5. 开发建议 (Best Practices)
+
+1. **协同工作**: 必须安装 `github_copilot_sdk_files_filter` 以确保文件以“二进制原文”而非“RAG 切片”传递。
+2. **Python 范式**: 鼓励 Agent 采取“写文件 -> 运行文件”的模式，而非交互式 Shell 输出，以获得更好的执行稳定性。

docs/plugins/pipes/github-copilot-sdk.md

@@ -1,116 +1,118 @@
 # GitHub Copilot SDK Pipe for OpenWebUI
 
-**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 0.5.1 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 0.6.0 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT
 
-This is an advanced Pipe function for [OpenWebUI](https://github.com/open-webui/open-webui) that integrates the official [GitHub Copilot SDK](https://github.com/github/copilot-sdk). It enables you to use **GitHub Copilot models** (e.g., `gpt-5.2-codex`, `claude-sonnet-4.5`, `gemini-3-pro`, `gpt-5-mini`) **AND** your own models via **BYOK** (OpenAI, Anthropic) directly within OpenWebUI, providing a unified agentic experience.
+This is an advanced Pipe function for [OpenWebUI](https://github.com/open-webui/open-webui) that integrates the official [GitHub Copilot SDK](https://github.com/github/copilot-sdk). It enables you to use **GitHub Copilot models** (e.g., `gpt-5.2-codex`, `claude-sonnet-4.5`,`gemini-3-pro`, `gpt-5-mini`) **AND** your own models via **BYOK** (OpenAI, Anthropic) directly within OpenWebUI, providing a unified agentic experience with **strict User & Chat-level Workspace Isolation**.
+
+> [!IMPORTANT]
+> **Essential Companion**
+> To unlock file handling and data analysis capabilities, you must install the [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6).
 
 > [!TIP]
 > **No Subscription Required for BYOK**
-> If you are using your own API keys (BYOK mode with OpenAI/Anthropic), **you do NOT need a GitHub Copilot subscription.**
-> A subscription is only required to access GitHub's official models.
+> If you are using your own API keys (BYOK mode with OpenAI/Anthropic), **you do NOT need a GitHub Copilot subscription.** A subscription is only required to access GitHub's official models.
 
-## 🚀 What's New (v0.5.1) - Major Upgrade
+---
 
-- **🧠 Smarter BYOK Detection**: Improved logic to correctly identify BYOK vs. Official Copilot models, supporting custom models (Characters/Prompts) and fixing multiplier detection (e.g., `(0x)`, `(1x)`).
-- **⚡ Performance Boost**: Implemented **Tool Caching** to persist tool definitions across requests, significantly reducing overhead.
-- **🧩 Enriched Tool Integration**: Tool descriptions now include source grouping (Built-in/User/Server) and automatic metadata extraction (Title/Description) from Python docstrings.
-- **🛡️ Precise Control**: Added support for OpenWebUI's `function_name_filter_list` to filter MCP and OpenAPI functions.
-- **🔑 User-Level BYOK**: Fully leverage Copilot SDK with your own Model Providers (OpenAI, Anthropic) with user-level API Key overrides.
-- **📝 Better Formatting**: Enforced standard Markdown tables in system prompts to prevent rendering issues with HTML tables.
+## ✨ v0.6.0 Updates (What's New)
+
+- **👥 User & Chat Management**: Physical management architecture (`user_id/chat_id`) for absolute resource independence.
+- **🤖 Empowering Agent Autonomy**: Automatic synchronization of raw files to the workspace, enabling direct Python-based analysis of Excel/CSV.
+- **🔧 OpenAPI & External Tool Fixes**: Full support for tools mounted via OpenAPI servers.
+- **📊 Cost Control**: Enhanced **Billing Multiplier Limits** (`MAX_MULTIPLIER`, e.g., set to 0 for free models only) and **Model Keyword Filtering** (`EXCLUDE_KEYWORDS`) for precise cost management.
+- **🧠 Persistent TODO Lists**: Database-backed task tracking that persists across sessions.
+
+---
 
 ## ✨ Key Capabilities
 
-- **🔑 Flexible Auth & BYOK**: Supports GitHub Copilot subscription (PAT) OR Bring Your Own Key (OpenAI/Anthropic), giving you total control over model access and billing.
-- **🌉 The Ultimate Bridge**: The first and only plugin that creates a seamless bridge between **OpenWebUI Tools** and **GitHub Copilot SDK**.
-- **🚀 Official & Native**: Built directly on the official Python SDK, providing the most stable and authentic Copilot experience.
-- **🌊 Advanced Streaming (Thought Process)**: Supports full model reasoning/thinking display with typewriter effects.
-- **🖼️ Intelligent Multimodal**: Full support for images and attachments, enabling Copilot to "see" your workspace.
-- **🛠️ Effortless Setup**: Automatic CLI detection, version enforcement, and dependency management.
-- **🛡️ Integrated Security**: Supports secure PAT authentication for standard and extended capabilities.
+- **🔑 Flexible Auth & BYOK**: Official Copilot subscriptions (PAT) or Bring Your Own Key (OpenAI/Anthropic).
+- **🔌 Universal Tool Protocol**: Native support for **MCP (Model Context Protocol)**, OpenAPI, and OpenWebUI built-in tools.
+- **🛡️ Sandbox Workspace Isolation**: Strict per-session sandboxing for data privacy and security.
+- **♾️ Infinite Session Management**: Smart context window management with automatic compaction for indefinite conversation capability.
+- **🧠 Deep Database Integration**: Real-time persistence of TOD·O lists for long-running workflows.
+- **🌊 Advanced Streaming**: Full support for thinking process/Chain of Thought visualization.
+- **🖼️ Intelligent Multimodal**: Vision capabilities and raw file analysis support.
+- **⚡ Interactive Artifacts**: Automatically renders HTML/JS apps generated by the agent directly in the chat interface.
 
-## Installation & Configuration
+---
 
-### 1) Import Function
+## ⚙️ Core Configuration (Valves)
 
-1. Open OpenWebUI.
-2. Go to **Workspace** -> **Functions**.
-3. Click **+** (Create Function).
-4. Paste the content of `github_copilot_sdk.py` (or `github_copilot_sdk_cn.py` for Chinese) completely.
-5. Save.
+### 1. Administrator Settings (Base)
 
-### 2) Configure Valves (Settings)
+Administrators define the default behavior for all users in the function settings.
 
-Find "GitHub Copilot" in the function list and click the **⚙️ (Valves)** icon to configure:
-
-| Parameter | Description | Default |
+| Valve | Default | Description |
 | :--- | :--- | :--- |
-| **GH_TOKEN** | **(Required)** GitHub Access Token (PAT or OAuth Token). Access to Chat. | - |
-| **DEBUG** | Whether to enable debug logs (output to browser console). | `False` |
-| **LOG_LEVEL** | Copilot CLI log level: none, error, warning, info, debug, all. | `error` |
-| **SHOW_THINKING** | Show model reasoning/thinking process (requires streaming + model support). | `True` |
-| **COPILOT_CLI_VERSION** | Specific Copilot CLI version to install/enforce. | `0.0.405` |
-| **EXCLUDE_KEYWORDS** | Exclude models containing these keywords (comma separated). | - |
-| **WORKSPACE_DIR** | Restricted workspace directory for file operations. | - |
-| **INFINITE_SESSION** | Enable Infinite Sessions (automatic context compaction). | `True` |
-| **COMPACTION_THRESHOLD** | Background compaction threshold (0.0-1.0). | `0.8` |
-| **BUFFER_THRESHOLD** | Buffer exhaustion threshold (0.0-1.0). | `0.95` |
-| **TIMEOUT** | Timeout for each stream chunk (seconds). | `300` |
-| **CUSTOM_ENV_VARS** | Custom environment variables (JSON format). | - |
-| **REASONING_EFFORT** | Reasoning effort level: low, medium, high. `xhigh` is supported for some models. | `medium` |
-| **ENABLE_MCP_SERVER** | Enable Direct MCP Client connection (Recommended). | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | Enable OpenWebUI Tools (includes defined and server tools). | `True` |
-| **BYOK_ENABLED** | Enable BYOK (Bring Your Own Key) to use custom providers. | `False` |
-| **BYOK_TYPE** | BYOK Provider Type: `openai`, `azure`, `anthropic`. | `openai` |
-| **BYOK_BASE_URL** | BYOK Base URL (e.g., `https://api.openai.com/v1`). | - |
-| **BYOK_API_KEY** | BYOK API Key (Global Setting). | - |
-| **BYOK_BEARER_TOKEN** | BYOK Bearer Token (Global, overrides API Key). | - |
-| **BYOK_WIRE_API** | BYOK Wire API: `completions`, `responses`. | `completions` |
+| `GH_TOKEN` | `""` | Global GitHub Token (Requires 'Copilot Requests' permission). |
+| `ENABLE_OPENWEBUI_TOOLS` | `True` | Enable OpenWebUI Tools (includes defined Tools and Built-in Tools). |
+| `ENABLE_OPENAPI_SERVER` | `True` | Enable OpenAPI Tool Server connection. |
+| `ENABLE_MCP_SERVER` | `True` | Enable Direct MCP Client connection (Recommended). |
+| `REASONING_EFFORT` | `medium` | Reasoning effort level: low, medium, high. |
+| `SHOW_THINKING` | `True` | Show model reasoning/thinking process. |
+| `INFINITE_SESSION` | `True` | Enable Infinite Sessions (automatic context compaction). |
+| `MAX_MULTIPLIER` | `1.0` | Max allowed billing multiplier (0x for free models only). |
+| `EXCLUDE_KEYWORDS` | `""` | Exclude models containing these keywords (comma separated). |
+| `TIMEOUT` | `300` | Timeout for each stream chunk (seconds). |
+| `BYOK_TYPE` | `openai` | BYOK Provider Type: `openai`, `anthropic`. |
+| `BYOK_BASE_URL` | `""` | BYOK Base URL (e.g., <https://api.openai.com/v1>). |
+| `BYOK_MODELS` | `""` | BYOK Model List (comma separated). Leave empty to fetch from API. |
+| `CUSTOM_ENV_VARS` | `""` | Custom environment variables (JSON format). |
+| `DEBUG` | `False` | Enable this to see detailed logs in your browser console. |
 
-#### User Valves (per-user overrides)
+### 2. User Settings (Individual Overrides)
 
-These optional settings can be set per user (overrides global Valves):
+Standard users can override these settings in their individual Profile/Function settings.
 
-| Parameter | Description | Default |
-| :--- | :--- | :--- |
-| **GH_TOKEN** | Personal GitHub Token (overrides global setting). | - |
-| **REASONING_EFFORT** | Reasoning effort level (low/medium/high/xhigh). | - |
-| **DEBUG** | Enable technical debug logs. | `False` |
-| **SHOW_THINKING** | Show model reasoning/thinking process. | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | Enable OpenWebUI Tools (overrides global). | `True` |
-| **ENABLE_MCP_SERVER** | Enable MCP server loading (overrides global). | `True` |
-| **BYOK_API_KEY** | BYOK API Key (User override). | - |
+| Valve | Description |
+| :--- | :--- |
+| `GH_TOKEN` | Use your personal GitHub Token. |
+| `REASONING_EFFORT` | Individual reasoning effort preference. |
+| `SHOW_THINKING` | Show model reasoning/thinking process. |
+| `MAX_MULTIPLIER` | Maximum allowed billing multiplier override. |
+| `EXCLUDE_KEYWORDS` | Exclude models containing these keywords. |
+| `BYOK_API_KEY` | Use your personal OpenAI/Anthropic API Key. |
+
+---
+
+## 🎯 Use Cases (What can you do?)
+
+- **📁 Fully Autonomous DevOps**: Agent analyzes code, runs tests, and applies patches within its isolated sandbox.
+- **📊 Deep Data Auditing**: Directly process raw Excel/CSV data via Python (bypassing RAG) and generate visual reports.
+- **📝 Long-Task Management**: Automatically decomposes complex requests and persists TOD·O progress across sessions.
+
+---
 
 ## ⭐ Support
 
-If this plugin has been useful, a star on [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) is a big motivation for me. Thank you for the support.
+If this plugin has been useful, a **Star** on [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) would be a great motivation for me. Thank you!
 
-### Get Token
+---
 
-To use GitHub Copilot, you need a GitHub Personal Access Token (PAT) with appropriate permissions.
+## 🚀 Installation & Configuration
 
-**Steps to generate your token:**
+### 1) Import Function
+
+1. Open OpenWebUI, go to **Workspace** -> **Functions**.
+2. Click **+** (Create Function), paste the content of `github_copilot_sdk.py`.
+3. Save and ensure it is enabled.
+
+### 2) Get Token
 
 1. Visit [GitHub Token Settings](https://github.com/settings/tokens?type=beta).
-2. Click **Generate new token (fine-grained)**.
-3. **Repository access**: Select **Public Repositories** (simplest) or **All repositories**.
-4. **Permissions**:
-    - If you chose **All repositories**, you must click **Account permissions**.
-    - Find **Copilot Requests**, and select **Access**.
-5. Generate and copy the Token.
+2. Create **Fine-grained token**, granting **Account permissions** -> **Copilot Requests** access.
+3. Paste the generated Token into the `GH_TOKEN` field in Valves.
 
-## 📋 Dependencies
+---
 
-This Pipe will automatically attempt to install the following dependencies:
+## 📋 Troubleshooting & Dependencies
 
-- `github-copilot-sdk` (Python package)
-- `github-copilot-cli` (Binary file, installed via official script)
+- **Agent ignores files?**: Ensure the Files Filter is enabled, otherwise RAG will interfere with raw binaries.
+- **No progress bar?**: The bar only appears when the Agent uses the `update_todo` tool.
+- **Dependencies**: This Pipe automatically installs `github-copilot-sdk` (Python) and `github-copilot-cli` (Binary).
 
-## Troubleshooting ❓
-
-- **Images not recognized**:
-  - Ensure `MODEL_ID` is a model that supports multimodal input.
-- **Thinking not shown**:
-  - Ensure **streaming is enabled** and the selected model supports reasoning output.
+---
 
 ## Changelog
 

docs/plugins/pipes/github-copilot-sdk.zh.md

@@ -1,117 +1,119 @@
 # GitHub Copilot SDK 官方管道
 
-**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 0.5.1 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 0.6.0 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT
 
-这是一个用于 [OpenWebUI](https://github.com/open-webui/open-webui) 的高级 Pipe 函数，深度集成了 **GitHub Copilot SDK**。它不仅支持 **GitHub Copilot 官方模型**（如 `gpt-5.2-codex`, `claude-sonnet-4.5`, `gemini-3-pro`, `gpt-5-mini`），还支持 **BYOK (自带 Key)** 模式对接自定义服务商（OpenAI, Anthropic），提供统一的 Agent 交互体验。
+这是一个用于 [OpenWebUI](https://github.com/open-webui/open-webui) 的高级 Pipe 函数，深度集成了 **GitHub Copilot SDK**。它不仅支持 **GitHub Copilot 官方模型**（如 `gpt-5.2-codex`, `claude-sonnet-4.5`, `gemini-3-pro`, `gpt-5-mini`），还支持 **BYOK (自带 Key)** 模式对接自定义服务商（OpenAI, Anthropic），并具备**严格的用户与会话级工作区隔离**能力，提供统一且安全的 Agent 交互体验。
 
 > [!IMPORTANT]
+> **核心伴侣组件**
+> 如需启用文件处理与数据分析能力，请务必安装 [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6)。
+
 > [!TIP]
-> **使用 BYOK 模式无需订阅**
-> 如果您使用自己的 API Key (OpenAI, Anthropic) 运行 BYOK 模式，**则完全不需要** GitHub Copilot 订阅。
-> 仅当您希望使用 GitHub 官方提供的模型时，才需要订阅。
+> **BYOK 模式无需订阅**
+> 如果您使用自带的 API Key (BYOK 模式对接 OpenAI/Anthropic)，**您不需要 GitHub Copilot 官方订阅**。只有在访问 GitHub 官方模型时才需要订阅。
 
-## 🚀 最新特性 (v0.5.1) - 重大升级
+---
 
-- **🧠 智能 BYOK 检测**: 优化了 BYOK 与官方 Copilot 模型的识别逻辑，完美支持自定义模型（角色/提示词）及倍率检测（如 `(0x)`, `(1x)`）。
-- **⚡ 性能飙升**: 引入 **工具缓存 (Tool Caching)** 机制，在请求间持久化工具定义，显著降低调用开销。
-- **🧩 丰富工具集成**: 工具描述现包含来源分组（内置/用户/服务器）及 Docstring 元数据自动解析。
-- **🛡️ 精确控制**: 完美兼容 OpenWebUI 全局函数过滤配置 (`function_name_filter_list`)，可精准控制暴露给 LLM 的函数。
-- **🔑 用户级 BYOK**: 支持在用户层面配置自定义 API Key 对接 AI 供应商（OpenAI, Anthropic）。
-- **📝 格式优化**: 系统提示词强制使用标准 Markdown 表格，彻底解决 HTML 表格渲染问题。
+## ✨ 0.6.0 更新内容 (What's New)
 
-## ✨ 核心能力
+- **👥 多用户与会话管理**: 采用 `user_id/chat_id` 的物理隔离架构，确保资源独立与稳健管理。
+- **🤖 赋予 Agent 文件自主权**: 自动将上传的文件同步至物理工作区，支持 Python 直接分析 Excel/CSV。
+- **🔧 OpenAPI & 外部工具修复**: 完美支持通过 OpenAPI 服务器挂载的工具调用。
+- **📊 计费与成本控制**: 增强的**计费倍率限制** (`MAX_MULTIPLIER`，例如设为 0 即仅限免费模型) 和**模型关键词过滤** (`EXCLUDE_KEYWORDS`)，实现更精准的成本管控。
+- **🧠 数据库持久化 TODO**: 任务进度跨会话保存，Agent 拥有更持久的任务 memory。
 
-- **🔑 灵活鉴权与 BYOK**: 支持 GitHub Copilot 订阅 (PAT) 或自带 Key (OpenAI/Anthropic)，完全掌控模型访问与计费。
-- **🌉 强大的生态桥接**: 首个且唯一完美打通 **OpenWebUI Tools** 与 **GitHub Copilot SDK** 的插件。
-- **🚀 官方原生产体验**: 基于官方 Python SDK 构建，提供最稳定、最纯正的 Copilot 交互体验。
+---
+
+## ✨ 核心能力 (Key Capabilities)
+
+- **🔑 灵活鉴权与 BYOK**: 支持 GitHub Copilot 官方订阅 (PAT) 或自带 Key (OpenAI/Anthropic)。
+- **🔌 通用工具协议**: 原生支持 **MCP (Model Context Protocol)**、OpenAPI 以及 OpenWebUI 内置工具。
+- **🛡️ 物理级工作区隔离**: 强制执行严格的用户特定沙箱，确保数据隐私与文件安全。
+- **♾️ 无限会话管理**: 智能上下文窗口管理与自动压缩算法，支持无限时长的对话交互。
+- **🧠 深度数据库集成**: 实时持久化 TOD·O 列表到 UI 进度条。
 - **🌊 深度推理展示**: 完整支持模型思考过程 (Thinking Process) 的流式渲染。
-- **🖼️ 智能多模态**: 支持图像识别与附件上传，让 Copilot 拥有视觉能力。
-- **🛠️ 极简部署流程**: 自动检测环境、自动下载 CLI、自动管理依赖，全自动化开箱即用。
-- **🛡️ 纯净安全体系**: 支持标准 PAT 认证，确保数据安全。
+- **🖼️ 智能多模态**: 完整支持图像识别与附件上传分析。
+- **⚡ 交互式伪影 (Artifacts)**: 自动渲染 Agent 生成的 HTML/JS 应用程序，直接在聊天界面交互。
 
-## 安装与配置
+---
 
-### 1. 导入函数
+## ⚙️ 核心配置参数 (Valves)
 
-1. 打开 OpenWebUI。
-2. 进入 **Workspace** -> **Functions**。
-3. 点击 **+** (创建函数)。
-4. 将 `github_copilot_sdk_cn.py` 的内容完整粘贴进去。
-5. 保存。
+### 1. 管理员配置 (基础设置)
 
-### 2. 配置 Valves (设置)
+管理员可在函数设置中定义全局默认行为。
 
-在函数列表中找到 "GitHub Copilot"，点击 **⚙️ (Valves)** 图标进行配置：
-
-| 参数 | 说明 | 默认值 |
+| 参数 | 默认值 | 说明 |
 | :--- | :--- | :--- |
-| **GH_TOKEN** | **(必填)** GitHub 访问令牌 (PAT 或 OAuth Token)。用于聊天。 | - |
-| **DEBUG** | 是否开启调试日志（输出到浏览器控制台）。 | `False` |
-| **LOG_LEVEL** | Copilot CLI 日志级别: none, error, warning, info, debug, all。 | `error` |
-| **SHOW_THINKING** | 是否显示模型推理/思考过程（需开启流式 + 模型支持）。 | `True` |
-| **COPILOT_CLI_VERSION** | 指定安装/强制使用的 Copilot CLI 版本。 | `0.0.405` |
-| **EXCLUDE_KEYWORDS** | 排除包含这些关键词的模型（逗号分隔）。 | - |
-| **WORKSPACE_DIR** | 文件操作的受限工作区目录。 | - |
-| **INFINITE_SESSION** | 启用无限会话（自动上下文压缩）。 | `True` |
-| **COMPACTION_THRESHOLD** | 后台压缩阈值 (0.0-1.0)。 | `0.8` |
-| **BUFFER_THRESHOLD** | 缓冲区耗尽阈值 (0.0-1.0)。 | `0.95` |
-| **TIMEOUT** | 每个流式分块超时（秒）。 | `300` |
-| **CUSTOM_ENV_VARS** | 自定义环境变量 (JSON 格式)。 | - |
-| **REASONING_EFFORT** | 推理强度级别: low, medium, high. `xhigh` 仅部分模型支持。 | `medium` |
-| **ENABLE_MCP_SERVER** | 启用直接 MCP 客户端连接 (建议)。 | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | 启用 OpenWebUI 工具 (包括自定义和服务器工具)。 | `True` |
-| **BYOK_ENABLED** | 启用 BYOK (自带 Key) 模式以使用自定义供应商。 | `False` |
-| **BYOK_TYPE** | BYOK 供应商类型: `openai`, `azure`, `anthropic`。 | `openai` |
-| **BYOK_BASE_URL** | BYOK 基础 URL (如 `https://api.openai.com/v1`)。 | - |
-| **BYOK_API_KEY** | BYOK API Key (全局设置)。 | - |
-| **BYOK_BEARER_TOKEN** | BYOK Bearer Token (全局，覆盖 API Key)。 | - |
-| **BYOK_WIRE_API** | BYOK 通信协议: `completions`, `responses`。 | `completions` |
+| `GH_TOKEN` | `""` | 全局 GitHub Token (需具备 'Copilot Requests' 权限)。 |
+| `ENABLE_OPENWEBUI_TOOLS` | `True` | 启用 OpenWebUI 工具 (包括定义工具和内置工具)。 |
+| `ENABLE_OPENAPI_SERVER` | `True` | 启用 OpenAPI 工具服务器连接。 |
+| `ENABLE_MCP_SERVER` | `True` | 启用直接 MCP 客户端连接 (推荐)。 |
+| `REASONING_EFFORT` | `medium` | 推理强度：low, medium, high。 |
+| `SHOW_THINKING` | `True` | 显示模型推理/思考过程。 |
+| `INFINITE_SESSION` | `True` | 启用无限会话 (自动上下文压缩)。 |
+| `MAX_MULTIPLIER` | `1.0` | 最大允许的模型计费倍率 (0x 为仅限免费模型)。 |
+| `EXCLUDE_KEYWORDS` | `""` | 排除包含这些关键字的模型 (逗号分隔)。 |
+| `TIMEOUT` | `300` | 每个流数据块的超时时间 (秒)。 |
+| `BYOK_TYPE` | `openai` | BYOK 服务商类型：`openai`, `anthropic`。 |
+| `BYOK_BASE_URL` | `""` | BYOK 基础 URL (例如: <https://api.openai.com/v1>)。 |
+| `BYOK_MODELS` | `""` | BYOK 模型列表 (逗号分隔)。留空则从 API 获取。 |
+| `CUSTOM_ENV_VARS` | `""` | 自定义环境变量 (JSON 格式)。 |
+| `DEBUG` | `False` | 开启此项以在前端控制台输出详细调试日志。 |
 
-#### 用户 Valves（按用户覆盖）
+### 2. 用户配置 (个人覆盖)
 
-以下设置可按用户单独配置（覆盖全局 Valves）：
+普通用户可在各自的个人设置中根据需要覆盖以下参数。
 
-| 参数 | 说明 | 默认值 |
-| :--- | :--- | :--- |
-| **GH_TOKEN** | 个人 GitHub Token（覆盖全局设置）。 | - |
-| **REASONING_EFFORT** | 推理强度级别（low/medium/high/xhigh）。 | - |
-| **DEBUG** | 是否启用技术调试日志。 | `False` |
-| **SHOW_THINKING** | 是否显示思考过程。 | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | 启用 OpenWebUI 工具（覆盖全局设置）。 | `True` |
-| **ENABLE_MCP_SERVER** | 启用动态 MCP 服务器加载（覆盖全局设置）。 | `True` |
+| 参数 | 说明 |
+| :--- | :--- |
+| `GH_TOKEN` | 使用个人的 GitHub Token。 |
+| `REASONING_EFFORT` | 个人偏好的推理强度。 |
+| `SHOW_THINKING` | 显示模型推理/思考过程。 |
+| `MAX_MULTIPLIER` | 最大允许的模型计费倍率覆盖。 |
+| `EXCLUDE_KEYWORDS` | 排除包含这些关键字的模型。 |
+| `BYOK_API_KEY` | 使用个人的 OpenAI/Anthropic API Key。 |
 
-## ⭐ 支持
+---
 
-如果这个插件对你有帮助，欢迎到 [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) 点个 Star，这将是我持续改进的动力，感谢支持。
+## 🎯 典型应用场景 (Use Cases)
 
-### 获取 Token
+- **📁 全自主仓库维护**: Agent 在隔离工作区内自动分析代码、运行测试并应用补丁。
+- **📊 深度财务数据审计**: 直接通过 Python 加载 Excel/CSV 原始数据（绕过 RAG），生成图表并实时预览。
+- **📝 长任务项目管理**: 自动拆解复杂任务并持久化 TOD·O 进度，跨会话跟踪执行状态。
 
-要使用 GitHub Copilot，您需要一个具有适当权限的 GitHub 个人访问令牌 (PAT)。
+---
 
-**获取步骤：**
+## ⭐ 支持与交流 (Support)
 
-1. 访问 [GitHub 令牌设置](https://github.com/settings/tokens?type=beta)。
-2. 点击 **Generate new token (fine-grained)**。
-3. **Repository access**: 选择 **Public Repositories** (最简单) 或 **All repositories**。
-4. **Permissions**:
-    - 如果您选择了 **All repositories**，则必须点击 **Account permissions**。
-    - 找到 **Copilot Requests**，选择 **Access**。
-5. 生成并复制令牌。
+如果这个插件对您有所帮助，请在 [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) 项目上点个 **Star** 💫，这是对我最大的鼓励。
 
-## 📋 依赖说明
+---
 
-该 Pipe 会自动尝试安装以下依赖（如果环境中缺失）：
+## 🚀 安装与配置 (Installation)
 
-- `github-copilot-sdk` (Python 包)
-- `github-copilot-cli` (二进制文件，通过官方脚本安装)
+### 1) 导入函数
 
-## 故障排除 (Troubleshooting) ❓
+1. 打开 OpenWebUI，前往 **工作区** -> **函数**。
+2. 点击 **+** (创建函数)，完整粘贴 `github_copilot_sdk_cn.py` 的内容。
+3. 点击保存并确保已启用。
 
-- **图片及多模态使用说明**：
-  - 确保 `MODEL_ID` 是支持多模态的模型。
-- **看不到思考过程**：
-  - 确认已开启**流式输出**，且所选模型支持推理输出。
+### 2) 获取 Token (Get Token)
 
-## 更新日志
+1. 访问 [GitHub Token 设置](https://github.com/settings/tokens?type=beta)。
+2. 创建 **Fine-grained token**，授予 **Account permissions** -> **Copilot Requests** 访问权限。
+3. 将生成的 Token 填入插件的 `GH_TOKEN` 配置项中。
 
-完整历史请查看 GitHub 项目： [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui)
+---
+
+## 📋 常见问题与依赖 (Troubleshooting)
+
+- **Agent 无法识别文件？**: 请确保已安装并启用了 Files Filter 插件，否则原始文件会被 RAG 干扰。
+- **看不到 TODO 进度条？**: 进度条仅在 Agent 使用 `update_todo` 工具（通常是处理复杂任务）时出现。
+- **依赖安装**: 本管道会自动尝试安装 `github-copilot-sdk` (Python 包) 和 `github-copilot-cli` (官方二进制)。
+
+---
+
+## 更新日志 (Changelog)
+
+完整历史记录请见 GitHub: [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui)

docs/plugins/pipes/index.md

@@ -15,7 +15,7 @@ Pipes allow you to:
 
 ## Available Pipe Plugins
 
-- [GitHub Copilot SDK](github-copilot-sdk.md) (v0.5.1) - Official GitHub Copilot SDK integration. Features **zero-config OpenWebUI Tool Bridge**, **BYOK** support, and **dynamic MCP discovery**. Supports streaming, multimodal, and infinite sessions.
+- [GitHub Copilot SDK](github-copilot-sdk.md) (v0.6.0) - Official GitHub Copilot SDK integration. Features **Workspace Isolation**, **Database Persistence**, **Zero-config OpenWebUI Tool Bridge**, **BYOK** support, and **dynamic MCP discovery**. Supports streaming, multimodal, and infinite sessions.
 
 ---
 

docs/plugins/pipes/index.zh.md

@@ -15,7 +15,7 @@ Pipes 可以用于：
 
 ## 可用的 Pipe 插件
 
-- [GitHub Copilot SDK](github-copilot-sdk.zh.md) (v0.5.1) - GitHub Copilot SDK 官方集成。**零配置工具桥接**与**BYOK (自带 Key) 支持**。支持流式输出、多模态及无限会话。
+- [GitHub Copilot SDK](github-copilot-sdk.zh.md) (v0.6.0) - GitHub Copilot SDK 官方集成。具备**工作区安全隔离**、**数据库持久化**、**零配置工具桥接**与**BYOK (自带 Key) 支持**。支持流式输出、打字机思考过程及无限会话。[查看深度架构解析](github-copilot-sdk-deep-dive.zh.md)。
 
 ---
 

plugins/filters/github_copilot_sdk_files_filter/README.md

@@ -0,0 +1,53 @@
+# GitHub Copilot SDK Files Filter
+
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 0.1.2 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT
+
+This is a dedicated **companion filter plugin** designed specifically for the [GitHub Copilot SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4).
+
+Its core mission is to **protect user-uploaded files from being "pre-processed" by the OpenWebUI core system, ensuring that the Copilot Agent receives the raw files for autonomous analysis.**
+
+## 🎯 Why is this needed?
+
+In OpenWebUI's default workflow, when you upload a file (e.g., PDF, Excel, Python script), OpenWebUI automatically initiates a **RAG (Retrieval-Augmented Generation)** process: parsing the file, vectorizing it, extracting text, and injecting it into the prompt.
+
+While useful for standard models, this is often disruptive for a **Copilot SDK Agent**:
+
+1. **Agent Needs Raw Files**: The Agent may need to run Python code to read an Excel file or analyze a full directory structure, not chopped-up text fragments.
+2. **Context Pollution**: Large amounts of text injected by RAG consume tokens and can confuse the Agent about "where the file is."
+3. **Control & Performance**: Bypassing the extraction step speeds up the response and gives the Agent full autonomy over how to handle the data.
+
+**This plugin acts as a "bodyguard" to solve these issues.**
+
+## 🚀 How it Works
+
+When you select a Copilot model (name containing `copilot_sdk`) in OpenWebUI and send a file:
+
+1. **Intercept**: This plugin runs with high priority (Priority 0), before RAG and other filters.
+2. **Relocate**: Detecting a Copilot model, it moves the `files` list from the request to a secure custom field `copilot_files`.
+3. **Hide**: It clears the original `files` field.
+4. **Pass**: The OpenWebUI core sees an empty `files` list and **does not trigger RAG**.
+5. **Deliver**: The subsequent Copilot SDK Pipe plugin checks `copilot_files`, retrieves file information, and automatically copies them into the Agent's isolated workspace.
+
+## 📦 Installation & Configuration
+
+### 1. Installation
+
+Import this plugin on the OpenWebUI **Functions** page.
+
+### 2. Enable
+
+Ensure this Filter is enabled globally or in chat settings.
+
+### 3. Configuration (Valves)
+
+Default settings work for most users:
+
+| Parameter | Description | Default |
+| :--- | :--- | :--- |
+| **priority** | Execution priority. **Must be lower than OpenWebUI RAG priority**. | `0` |
+| **target_model_keyword** | Keyword to identify Copilot models for interception. | `copilot_sdk` |
+
+## ⚠️ Important Notes
+
+* **Must be used with Copilot SDK Pipe**: If you install this plugin without the main Pipe plugin, uploaded files will simply "disappear" (as no subsequent plugin will look for them).
+* **Gemini Filter Compatibility**: Fully compatible with the Gemini Multimodal Filter. Just ensure priorities don't conflict.

plugins/filters/github_copilot_sdk_files_filter/README_CN.md

@@ -0,0 +1,51 @@
+# GitHub Copilot SDK 文件过滤器
+
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 0.1.2 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT
+
+这是一个专门为 [GitHub Copilot SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) 设计的**伴侣过滤器插件**。
+
+它的核心使命是：**保护用户上传的文件不被 OpenWebUI 核心系统“抢先处理”，确保 Copilot Agent 能够接收到原始文件并进行自主分析。**
+
+## 🎯 为什么需要它？
+
+在 OpenWebUI 的默认流程中，当你上传一个文件（如 PDF、Excel、Python 脚本）时，OpenWebUI 会自动启动 **RAG（检索增强生成）** 流程：解析文件、向量化、提取文本并注入到提示词中。
+
+虽然这对普通模型很有用，但对于 **Copilot SDK Agent** 来说，这往往是干扰：
+
+1. **Agent 需要原始文件**：Agent 可能需要运行 Python 代码读取 Excel，或者分析完整的代码结构，而不是被切碎的文本片段。
+2. **上下文污染**：RAG 注入的大量文本会消耗 Token，且容易让 Agent 混淆“文件在哪里”。
+3. **控制权与性能**：绕过提取步骤可以加快响应速度，并赋予 Agent 处理数据的完全自主权。
+
+**本插件就是为了解决这个问题而生的“保镖”。**
+
+## 🚀 功能原理
+
+当你在 OpenWebUI 中选择了一个 Copilot 模型（名称包含 `copilot_sdk`）并发送文件时：
+
+1. **拦截 (Intercept)**：本插件会以极高的优先级（Priority 5）运行，先于 RAG 和其他过滤器。
+2. **搬运 (Relocate)**：它检测到模型是 Copilot，便将请求中的 `files`（文件列表）移动到一个安全的自定义字段 `copilot_files` 中。
+3. **隐身 (Hide)**：它清空原始的 `files` 字段。
+4. **放行 (Pass)**：OpenWebUI 核心看到 `files` 为空，便**不会触发 RAG**。
+5. **交付 (Deliver)**：后续的 Copilot SDK Pipe 插件会检查 `copilot_files`，从中获取文件信息，并自动将其复制到 Agent 的独立工作区中。
+
+## 📦 安装与配置
+
+### 1. 安装
+
+在 OpenWebUI 的 **Functions** 页面导入此插件。
+
+### 2. 启用
+
+确保在全局或对话设置中启用了此 Filter。
+
+### 3. 配置 (Valves)
+
+| 参数 | 说明 | 默认值 |
+| :--- | :--- | :--- |
+| **priority** | 过滤器的执行优先级。**必须小于 OpenWebUI RAG 的优先级**。 | `5` |
+| **target_model_keyword** | 用户识别 Copilot 模型的关键词。只有包含此关键词的模型才会触发。 | `copilot_sdk` |
+
+## ⚠️ 注意事项
+
+* **必须配合 Copilot SDK Pipe 使用**：如果你没有安装主 Pipe 插件，本插件将导致上传的文件“凭空消失”。
+* **Gemini Filter 兼容性**：已完美兼容 Gemini 多模态过滤器。只要优先级设置正确，它们可以共存互不干扰。

plugins/filters/github_copilot_sdk_files_filter/github_copilot_sdk_files_filter.py

@@ -0,0 +1,67 @@
+"""
+title: GitHub Copilot SDK Files Filter
+id: github_copilot_sdk_files_filter
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/awesome-openwebui
+funding_url: https://github.com/open-webui
+version: 0.1.2
+openwebui_id: 403a62ee-a596-45e7-be65-fab9cc249dd6
+description: A specialized filter to bypass OpenWebUI's default RAG for GitHub Copilot SDK models. It moves uploaded files to a safe location ('copilot_files') so the Copilot Pipe can process them natively without interference.
+"""
+
+from pydantic import BaseModel, Field
+from typing import Optional, Callable, Awaitable
+
+
+class Filter:
+    class Valves(BaseModel):
+        priority: int = Field(
+            default=0,
+            description="Priority level. Must be lower than RAG processors to intercept files effectively.",
+        )
+        target_model_keyword: str = Field(
+            default="copilot_sdk",
+            description="Keyword to identify Copilot models (e.g., 'copilot_sdk').",
+        )
+
+    def __init__(self):
+        self.valves = self.Valves()
+
+    async def inlet(
+        self,
+        body: dict,
+        __user__: Optional[dict] = None,
+        __model__: Optional[dict] = None,
+        __metadata__: Optional[dict] = None,
+        __event_emitter__: Callable[[dict], Awaitable[None]] = None,
+    ) -> dict:
+        # Determine the actual model ID
+        base_model_id = None
+        if __model__:
+            if "openai" in __model__:
+                base_model_id = __model__["openai"].get("id")
+            else:
+                base_model_id = __model__.get("info", {}).get("base_model_id")
+
+        current_model = base_model_id if base_model_id else body.get("model", "")
+
+        # Check if it's a Copilot model
+        if self.valves.target_model_keyword.lower() in current_model.lower():
+            # If files exist, move them to 'copilot_files' and clear 'files'
+            # This prevents OpenWebUI from triggering RAG on these files
+            if "files" in body and body["files"]:
+                file_count = len(body["files"])
+                if __event_emitter__:
+                    await __event_emitter__(
+                        {
+                            "type": "status",
+                            "data": {
+                                "description": f"Managed {file_count} files for Copilot (RAG Bypassed)",
+                                "done": True,
+                            },
+                        }
+                    )
+                body["copilot_files"] = body["files"]
+                body["files"] = []
+
+        return body

plugins/filters/github_copilot_sdk_files_filter/github_copilot_sdk_files_filter_cn.py

@@ -0,0 +1,66 @@
+"""
+title: GitHub Copilot SDK 文件过滤器(GitHub Copilot SDK Files Filter)
+id: github_copilot_sdk_files_filter
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/awesome-openwebui
+funding_url: https://github.com/open-webui
+version: 0.1.2
+description: 一个专门的过滤器，用于绕过 OpenWebUI 默认的 RAG 机制，针对 GitHub Copilot SDK 模型。它将上传的文件移动到安全位置 ('copilot_files')，以便 Copilot Pipe 可以原生处理它们而不受干扰。
+"""
+
+from pydantic import BaseModel, Field
+from typing import Optional, Callable, Awaitable
+
+
+class Filter:
+    class Valves(BaseModel):
+        priority: int = Field(
+            default=0,
+            description="优先级。必须低于 RAG 处理器的优先级，以便有效拦截文件。",
+        )
+        target_model_keyword: str = Field(
+            default="copilot_sdk",
+            description="用于识别 Copilot 模型的关键词（例如 'copilot_sdk'）。",
+        )
+
+    def __init__(self):
+        self.valves = self.Valves()
+
+    async def inlet(
+        self,
+        body: dict,
+        __user__: Optional[dict] = None,
+        __model__: Optional[dict] = None,
+        __metadata__: Optional[dict] = None,
+        __event_emitter__: Callable[[dict], Awaitable[None]] = None,
+    ) -> dict:
+        # Determine the actual model ID
+        base_model_id = None
+        if __model__:
+            if "openai" in __model__:
+                base_model_id = __model__["openai"].get("id")
+            else:
+                base_model_id = __model__.get("info", {}).get("base_model_id")
+
+        current_model = base_model_id if base_model_id else body.get("model", "")
+
+        # Check if it's a Copilot model
+        if self.valves.target_model_keyword.lower() in current_model.lower():
+            # If files exist, move them to 'copilot_files' and clear 'files'
+            # This prevents OpenWebUI from triggering RAG on these files
+            if "files" in body and body["files"]:
+                file_count = len(body["files"])
+                if __event_emitter__:
+                    await __event_emitter__(
+                        {
+                            "type": "status",
+                            "data": {
+                                "description": f"已为 Copilot 管理 {file_count} 个文件 (已绕过 RAG)",
+                                "done": True,
+                            },
+                        }
+                    )
+                body["copilot_files"] = body["files"]
+                body["files"] = []
+
+        return body

plugins/filters/web_gemini_multimodel_filter/web_gemini_multimodel.py

@@ -3,6 +3,7 @@ title: Gemini 多模态过滤器（含字幕增强）
 author: Gemini Adapter
 author_url: https://github.com/Fu-Jie
 funding_url: https://github.com/Fu-Jie/awesome-openwebui
+
 version: 0.3.2
 description: >
     一个强大的过滤器，为 OpenWebUI 中的任何模型提供多模态能力：PDF、Office、图片、音频、视频等。
@@ -492,6 +493,13 @@ class Filter:
         print(
             f"🤖 Checking model: {current_model} (Target: {self.valves.target_model_keyword})"
         )
+        # 0. SKIP COPILOT MODELS
+        # If the model is a Copilot Pipe model, we must NOT process files here.
+        # Copilot Pipe has its own file handling logic (copy to workspace).
+        if "copilot_sdk" in current_model.lower():
+            print(f"⏩ Skipping Gemini Filter for Copilot model: {current_model}")
+            return body
+
 
         # Check if model matches target keyword
         is_target_model = (

plugins/pipes/github-copilot-sdk/INTERNAL_KNOWLEDGE.md

@@ -0,0 +1,73 @@
+# GitHub Copilot SDK Pipe - Internal Architecture & Knowledge
+
+This document details the core runtime mechanisms, file layout, and deep integration logic of the GitHub Copilot SDK plugin within the OpenWebUI environment.
+
+## 1. Core Environmental Context
+
+### 1.1 Filesystem Layout
+
+| Path | Description | Permissions |
+| :--- | :--- | :--- |
+| `/app/backend` | OpenWebUI backend Python source code | Read-Only |
+| `/app/build` | OpenWebUI frontend assets (Artifacts renderer location) | Read-Only |
+| `/root/.copilot/` | SDK core configuration and state storage | **Full Control** |
+| `/app/backend/data/copilot_workspace/` | Plugin-specific persistent workspace | **Read/Write** |
+
+### 1.2 Identity Mapping Mechanism
+
+* **Session ID Binding**: The plugin strictly maps OpenWebUI's `Chat ID` to the Copilot SDK's `Session ID`.
+* **Outcome**: Every chat session has its own isolated physical directory: `/root/.copilot/session-state/{chat_id}/`.
+
+## 2. TODO List Persistence (TODO Intelligence)
+
+### 2.1 Data Source
+
+TODO data is **not** stored in a standalone database table for basic operations but is captured from the session event stream via the `update_todo` tool:
+
+* **Storage File**: `/root/.copilot/session-state/{chat_id}/events.jsonl`
+* **Detection**: Scans for the latest `tool.execution_complete` event where `toolName` is `update_todo`.
+
+### 2.2 Data Format (NDJSON)
+
+```json
+{
+  "type": "tool.execution_complete",
+  "data": {
+    "toolName": "update_todo",
+    "result": { 
+      "detailedContent": "TODO List content...", 
+      "toolTelemetry": { "metrics": { "total_items": 3 } } 
+    }
+  }
+}
+```
+
+## 3. Toolchain Integration
+
+The plugin harmonizes three distinct tool systems:
+
+1. **Copilot Native**: Built-in capabilities like `bash`, `edit`, and `task`.
+2. **OpenWebUI Ecosystem**: Dynamically mounts local Python tools and built-in `Web Search` via `get_tools`.
+3. **MCP (Model Context Protocol)**: External capability extensions via servers like `GDMap` or `Pandoc`.
+
+## 4. Security & Permissions
+
+### 4.1 Admin Mode (God Mode)
+
+When `__user__['role'] == 'admin'`:
+
+* `ADMIN_EXTENSIONS` are enabled.
+* Access to `DATABASE_URL` via environment variables is permitted.
+* `bash` can be used to diagnose internal state within `/root/.copilot/`.
+
+### 4.2 Regular User Mode
+
+* `USER_RESTRICTIONS` are strictly enforced.
+* Probing environment variables or database credentials is prohibited.
+* `bash` activity is strictly confined to the isolated workspace.
+
+## 5. Common Maintenance
+
+* **Reset Session**: Delete the `/root/.copilot/session-state/{chat_id}` directory.
+* **Clear Cache**: Disable `ENABLE_TOOL_CACHE` in Valves.
+* **View Logs**: Check latest logs under `/root/.copilot/logs/`.

plugins/pipes/github-copilot-sdk/INTERNAL_KNOWLEDGE_CN.md

@@ -0,0 +1,70 @@
+# GitHub Copilot SDK Pipe - 内部架构与通用知识 (Internal Knowledge)
+
+本文档记录了 GitHub Copilot SDK 插件在 OpenWebUI 环境下的核心运行机制、文件布局及深度集成逻辑。
+
+## 1. 核心环境上下文 (Environment)
+
+### 1.1 文件系统布局
+
+| 路径 | 说明 | 权限 |
+| :--- | :--- | :--- |
+| `/app/backend` | OpenWebUI 后端 Python 源码 | 只读 |
+| `/app/build` | OpenWebUI 前端静态资源 (Artifacts 渲染器位置) | 只读 |
+| `/root/.copilot/` | SDK 核心配置与状态存储 | **完全控制** |
+| `/app/backend/data/copilot_workspace/` | 插件指定的持久化工作区 | **读写自如** |
+
+### 1.2 身份映射机制
+
+* **Session ID 绑定**: 插件强制将 OpenWebUI 的 `Chat ID` 映射为 Copilot SDK 的 `Session ID`。
+* **结果**: 每个对话窗口都有独立的物理存储目录：`/root/.copilot/session-state/{chat_id}/`。
+
+## 2. TODO List 存储机制 (TODO Intelligence)
+
+### 2.1 数据源
+
+TODO 数据**并不**仅存储在独立数据库，而是通过 `update_todo` 工具写入会话事件流：
+
+* **文件**: `/root/.copilot/session-state/{chat_id}/events.jsonl`
+* **识别**: 查找类型为 `tool.execution_complete` 且 `toolName` 为 `update_todo` 的最新 JSON 行。
+
+### 2.2 数据格式 (NDJSON)
+
+```json
+{
+  "type": "tool.execution_complete",
+  "data": {
+    "toolName": "update_todo",
+    "result": { "detailedContent": "TODO List内容...", "toolTelemetry": { "metrics": { "total_items": 39 } } }
+  }
+}
+```
+
+## 3. 工具体系 (Toolchain)
+
+插件整合了三套工具系统：
+
+1. **Copilot Native**: SDK 内置的 `bash`, `edit`, `task` 等。
+2. **OpenWebUI Ecosystem**: 通过 `get_tools` 挂载的本地 Python 脚本和内置 `Web Search`。
+3. **MCP (Model Context Protocol)**: 通过 `GDMap`, `Pandoc` 等服务器扩展的外部能力。
+
+## 4. 安全与权限 (Security)
+
+### 4.1 管理员模式 (God Mode)
+
+当 `__user__['role'] == 'admin'` 时：
+
+* 启用 `ADMIN_EXTENSIONS`。
+* 允许通过环境变量获取 `DATABASE_URL`。
+* 允许使用 `bash` 诊断 `/root/.copilot/` 内部状态。
+
+### 4.2 普通用户模式
+
+* 启用 `USER_RESTRICTIONS`。
+* 严禁探测环境变量和数据库。
+* 限制 `bash` 只能在工作区内活动。
+
+## 5. 常见维护操作
+
+* **重置会话**: 删除 `/root/.copilot/session-state/{chat_id}` 目录。
+* **清理缓存**: 在 Valves 中关闭 `ENABLE_TOOL_CACHE`。
+* **查看日志**: 检查 `/root/.copilot/logs/` 下的最新日志。

plugins/pipes/github-copilot-sdk/README.md

@@ -1,118 +1,118 @@
 # GitHub Copilot SDK Pipe for OpenWebUI
 
-**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 0.5.1 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 0.6.0 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT
 
-This is an advanced Pipe function for [OpenWebUI](https://github.com/open-webui/open-webui) that integrates the official [GitHub Copilot SDK](https://github.com/github/copilot-sdk). It enables you to use **GitHub Copilot models** (e.g., `gpt-5.2-codex`, `claude-sonnet-4.5`,`gemini-3-pro`, `gpt-5-mini`) **AND** your own models via **BYOK** (OpenAI, Anthropic) directly within OpenWebUI, providing a unified agentic experience.
+This is an advanced Pipe function for [OpenWebUI](https://github.com/open-webui/open-webui) that integrates the official [GitHub Copilot SDK](https://github.com/github/copilot-sdk). It enables you to use **GitHub Copilot models** (e.g., `gpt-5.2-codex`, `claude-sonnet-4.5`,`gemini-3-pro`, `gpt-5-mini`) **AND** your own models via **BYOK** (OpenAI, Anthropic) directly within OpenWebUI, providing a unified agentic experience with **strict User & Chat-level Workspace Isolation**.
+
+> [!IMPORTANT]
+> **Essential Companion**
+> To unlock file handling and data analysis capabilities, you must install the [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6).
 
 > [!TIP]
 > **No Subscription Required for BYOK**
-> If you are using your own API keys (BYOK mode with OpenAI/Anthropic), **you do NOT need a GitHub Copilot subscription.**
-> A subscription is only required to access GitHub's official models.
+> If you are using your own API keys (BYOK mode with OpenAI/Anthropic), **you do NOT need a GitHub Copilot subscription.** A subscription is only required to access GitHub's official models.
 
-## 🚀 What's New (v0.5.1) - Major Upgrade
+---
 
-- **🧠 Smarter BYOK Detection**: Improved logic to correctly identify BYOK vs. Official Copilot models, supporting custom models (Characters/Prompts) and fixing multiplier detection (e.g., `(0x)`, `(1x)`).
-- **⚡ Performance Boost**: Implemented **Tool Caching** to persist tool definitions across requests, significantly reducing overhead.
-- **🧩 Enriched Tool Integration**: Tool descriptions now include source grouping (Built-in/User/Server) and automatic metadata extraction (Title/Description) from Python docstrings.
-- **🛡️ Precise Control**: Added support for OpenWebUI's `function_name_filter_list` to filter MCP and OpenAPI functions.
-- **🔑 User-Level BYOK**: Fully leverage Copilot SDK with your own Model Providers (OpenAI, Anthropic) with user-level API Key overrides.
-- **📝 Better Formatting**: Enforced standard Markdown tables in system prompts to prevent rendering issues with HTML tables.
+## ✨ v0.6.0 Updates (What's New)
+
+- **👥 User & Chat Management**: Physical management architecture (`user_id/chat_id`) for absolute resource independence.
+- **🤖 Empowering Agent Autonomy**: Automatic synchronization of raw files to the workspace, enabling direct Python-based analysis of Excel/CSV.
+- **🔧 OpenAPI & External Tool Fixes**: Full support for tools mounted via OpenAPI servers.
+- **📊 Cost Control**: Enhanced **Billing Multiplier Limits** (`MAX_MULTIPLIER`, e.g., set to 0 for free models only) and **Model Keyword Filtering** (`EXCLUDE_KEYWORDS`) for precise cost management.
+- **🧠 Persistent TODO Lists**: Database-backed task tracking that persists across sessions.
+
+---
 
 ## ✨ Key Capabilities
 
-- **🔑 Flexible Auth & BYOK**: Supports GitHub Copilot subscription (PAT) OR Bring Your Own Key (OpenAI/Anthropic), giving you total control over model access and billing.
-- **🌉 The Ultimate Bridge**: The first and only plugin that creates a seamless bridge between **OpenWebUI Tools** and **GitHub Copilot SDK**.
-- **🚀 Official & Native**: Built directly on the official Python SDK, providing the most stable and authentic Copilot experience.
-- **🌊 Advanced Streaming (Thought Process)**: Supports full model reasoning/thinking display with typewriter effects.
-- **🖼️ Intelligent Multimodal**: Full support for images and attachments, enabling Copilot to "see" your workspace.
-- **🛠️ Effortless Setup**: Automatic CLI detection, version enforcement, and dependency management.
-- **🛡️ Integrated Security**: Supports secure PAT authentication for standard and extended capabilities.
+- **🔑 Flexible Auth & BYOK**: Official Copilot subscriptions (PAT) or Bring Your Own Key (OpenAI/Anthropic).
+- **🔌 Universal Tool Protocol**: Native support for **MCP (Model Context Protocol)**, OpenAPI, and OpenWebUI built-in tools.
+- **🛡️ Sandbox Workspace Isolation**: Strict per-session sandboxing for data privacy and security.
+- **♾️ Infinite Session Management**: Smart context window management with automatic compaction for indefinite conversation capability.
+- **🧠 Deep Database Integration**: Real-time persistence of TOD·O lists for long-running workflows.
+- **🌊 Advanced Streaming**: Full support for thinking process/Chain of Thought visualization.
+- **🖼️ Intelligent Multimodal**: Vision capabilities and raw file analysis support.
+- **⚡ Interactive Artifacts**: Automatically renders HTML/JS apps generated by the agent directly in the chat interface.
 
-## Installation & Configuration
+---
 
-### 1) Import Function
+## ⚙️ Core Configuration (Valves)
 
-1. Open OpenWebUI.
-2. Go to **Workspace** -> **Functions**.
-3. Click **+** (Create Function).
-4. Paste the content of `github_copilot_sdk.py` (or `github_copilot_sdk_cn.py` for Chinese) completely.
-5. Save.
+### 1. Administrator Settings (Base)
 
-### 2) Configure Valves (Settings)
+Administrators define the default behavior for all users in the function settings.
 
-Find "GitHub Copilot" in the function list and click the **⚙️ (Valves)** icon to configure:
-
-| Parameter | Description | Default |
+| Valve | Default | Description |
 | :--- | :--- | :--- |
-| **GH_TOKEN** | **(Required)** GitHub Access Token (PAT or OAuth Token). Access to Chat. | - |
-| **DEBUG** | Whether to enable debug logs (output to browser console). | `False` |
-| **LOG_LEVEL** | Copilot CLI log level: none, error, warning, info, debug, all. | `error` |
-| **SHOW_THINKING** | Show model reasoning/thinking process (requires streaming + model support). | `True` |
-| **COPILOT_CLI_VERSION** | Specific Copilot CLI version to install/enforce. | `0.0.405` |
-| **EXCLUDE_KEYWORDS** | Exclude models containing these keywords (comma separated). | - |
-| **WORKSPACE_DIR** | Restricted workspace directory for file operations. | - |
-| **INFINITE_SESSION** | Enable Infinite Sessions (automatic context compaction). | `True` |
-| **COMPACTION_THRESHOLD** | Background compaction threshold (0.0-1.0). | `0.8` |
-| **BUFFER_THRESHOLD** | Buffer exhaustion threshold (0.0-1.0). | `0.95` |
-| **TIMEOUT** | Timeout for each stream chunk (seconds). | `300` |
-| **CUSTOM_ENV_VARS** | Custom environment variables (JSON format). | - |
-| **REASONING_EFFORT** | Reasoning effort level: low, medium, high. `xhigh` is supported for some models. | `medium` |
+| `GH_TOKEN` | `""` | Global GitHub Token (Requires 'Copilot Requests' permission). |
+| `ENABLE_OPENWEBUI_TOOLS` | `True` | Enable OpenWebUI Tools (includes defined Tools and Built-in Tools). |
+| `ENABLE_OPENAPI_SERVER` | `True` | Enable OpenAPI Tool Server connection. |
+| `ENABLE_MCP_SERVER` | `True` | Enable Direct MCP Client connection (Recommended). |
+| `REASONING_EFFORT` | `medium` | Reasoning effort level: low, medium, high. |
+| `SHOW_THINKING` | `True` | Show model reasoning/thinking process. |
+| `INFINITE_SESSION` | `True` | Enable Infinite Sessions (automatic context compaction). |
+| `MAX_MULTIPLIER` | `1.0` | Max allowed billing multiplier (0x for free models only). |
+| `EXCLUDE_KEYWORDS` | `""` | Exclude models containing these keywords (comma separated). |
+| `TIMEOUT` | `300` | Timeout for each stream chunk (seconds). |
+| `BYOK_TYPE` | `openai` | BYOK Provider Type: `openai`, `anthropic`. |
+| `BYOK_BASE_URL` | `""` | BYOK Base URL (e.g., <https://api.openai.com/v1>). |
+| `BYOK_MODELS` | `""` | BYOK Model List (comma separated). Leave empty to fetch from API. |
+| `CUSTOM_ENV_VARS` | `""` | Custom environment variables (JSON format). |
+| `DEBUG` | `False` | Enable this to see detailed logs in your browser console. |
 
-| **ENABLE_MCP_SERVER** | Enable Direct MCP Client connection (Recommended). | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | Enable OpenWebUI Tools (includes defined and server tools). | `True` |
-| **BYOK_ENABLED** | Enable BYOK (Bring Your Own Key) to use custom providers. | `False` |
-| **BYOK_TYPE** | BYOK Provider Type: `openai`, `azure`, `anthropic`. | `openai` |
-| **BYOK_BASE_URL** | BYOK Base URL (e.g., `https://api.openai.com/v1`). | - |
-| **BYOK_API_KEY** | BYOK API Key (Global Setting). | - |
-| **BYOK_BEARER_TOKEN** | BYOK Bearer Token (Global, overrides API Key). | - |
-| **BYOK_WIRE_API** | BYOK Wire API: `completions`, `responses`. | `completions` |
+### 2. User Settings (Individual Overrides)
 
-#### User Valves (per-user overrides)
+Standard users can override these settings in their individual Profile/Function settings.
 
-These optional settings can be set per user (overrides global Valves):
+| Valve | Description |
+| :--- | :--- |
+| `GH_TOKEN` | Use your personal GitHub Token. |
+| `REASONING_EFFORT` | Individual reasoning effort preference. |
+| `SHOW_THINKING` | Show model reasoning/thinking process. |
+| `MAX_MULTIPLIER` | Maximum allowed billing multiplier override. |
+| `EXCLUDE_KEYWORDS` | Exclude models containing these keywords. |
+| `BYOK_API_KEY` | Use your personal OpenAI/Anthropic API Key. |
 
-| Parameter | Description | Default |
-| :--- | :--- | :--- |
-| **GH_TOKEN** | Personal GitHub Token (overrides global setting). | - |
-| **REASONING_EFFORT** | Reasoning effort level (low/medium/high/xhigh). | - |
-| **DEBUG** | Enable technical debug logs. | `False` |
-| **SHOW_THINKING** | Show model reasoning/thinking process. | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | Enable OpenWebUI Tools (overrides global). | `True` |
-| **ENABLE_MCP_SERVER** | Enable MCP server loading (overrides global). | `True` |
+---
 
-| **BYOK_API_KEY** | BYOK API Key (User override). | - |
+## 🎯 Use Cases (What can you do?)
+
+- **📁 Fully Autonomous DevOps**: Agent analyzes code, runs tests, and applies patches within its isolated sandbox.
+- **📊 Deep Data Auditing**: Directly process raw Excel/CSV data via Python (bypassing RAG) and generate visual reports.
+- **📝 Long-Task Management**: Automatically decomposes complex requests and persists TOD·O progress across sessions.
+
+---
 
 ## ⭐ Support
 
-If this plugin has been useful, a star on [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) is a big motivation for me. Thank you for the support.
+If this plugin has been useful, a **Star** on [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) would be a great motivation for me. Thank you!
 
-### Get Token
+---
 
-To use GitHub Copilot, you need a GitHub Personal Access Token (PAT) with appropriate permissions.
+## 🚀 Installation & Configuration
 
-**Steps to generate your token:**
+### 1) Import Function
+
+1. Open OpenWebUI, go to **Workspace** -> **Functions**.
+2. Click **+** (Create Function), paste the content of `github_copilot_sdk.py`.
+3. Save and ensure it is enabled.
+
+### 2) Get Token
 
 1. Visit [GitHub Token Settings](https://github.com/settings/tokens?type=beta).
-2. Click **Generate new token (fine-grained)**.
-3. **Repository access**: Select **Public Repositories** (simplest) or **All repositories**.
-4. **Permissions**:
-    - If you chose **All repositories**, you must click **Account permissions**.
-    - Find **Copilot Requests**, and select **Access**.
-5. Generate and copy the Token.
+2. Create **Fine-grained token**, granting **Account permissions** -> **Copilot Requests** access.
+3. Paste the generated Token into the `GH_TOKEN` field in Valves.
 
-## 📋 Dependencies
+---
 
-This Pipe will automatically attempt to install the following dependencies:
+## 📋 Troubleshooting & Dependencies
 
-- `github-copilot-sdk` (Python package)
-- `github-copilot-cli` (Binary file, installed via official script)
+- **Agent ignores files?**: Ensure the Files Filter is enabled, otherwise RAG will interfere with raw binaries.
+- **No progress bar?**: The bar only appears when the Agent uses the `update_todo` tool.
+- **Dependencies**: This Pipe automatically installs `github-copilot-sdk` (Python) and `github-copilot-cli` (Binary).
 
-## Troubleshooting ❓
-
-- **Images not recognized**:
-  - Ensure `MODEL_ID` is a model that supports multimodal input.
-- **Thinking not shown**:
-  - Ensure **streaming is enabled** and the selected model supports reasoning output.
+---
 
 ## Changelog
 

plugins/pipes/github-copilot-sdk/README_CN.md

@@ -1,117 +1,123 @@
 # GitHub Copilot SDK 官方管道
 
-**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 0.5.1 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 0.6.0 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT
 
-这是一个用于 [OpenWebUI](https://github.com/open-webui/open-webui) 的高级 Pipe 函数，深度集成了 **GitHub Copilot SDK**。它不仅支持 **GitHub Copilot 官方模型**（如 `gpt-5.2-codex`, `claude-sonnet-4.5`, `gemini-3-pro`, `gpt-5-mini`），还支持 **BYOK (自带 Key)** 模式对接自定义服务商（OpenAI, Anthropic），提供统一的 Agent 交互体验。
+这是一个用于 [OpenWebUI](https://github.com/open-webui/open-webui) 的高级 Pipe 函数，深度集成了 **GitHub Copilot SDK**。它不仅支持 **GitHub Copilot 官方模型**（如 `gpt-5.2-codex`, `claude-sonnet-4.5`, `gemini-3-pro`, `gpt-5-mini`），还支持 **BYOK (自带 Key)** 模式对接自定义服务商（OpenAI, Anthropic），并具备**严格的用户与会话级工作区隔离**能力，提供统一且安全的 Agent 交互体验。
 
 > [!IMPORTANT]
+> **核心伴侣组件**
+> 如需启用文件处理与数据分析能力，请务必安装 [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6)。
+
 > [!TIP]
-> **使用 BYOK 模式无需订阅**
-> 如果您使用自己的 API Key (OpenAI, Anthropic) 运行 BYOK 模式，**则完全不需要** GitHub Copilot 订阅。
-> 仅当您希望使用 GitHub 官方提供的模型时，才需要订阅。
+> **BYOK 模式无需订阅**
+> 如果您使用自带的 API Key (BYOK 模式对接 OpenAI/Anthropic)，**您不需要 GitHub Copilot 官方订阅**。只有在访问 GitHub 官方模型时才需要订阅。
 
-## 🚀 最新特性 (v0.5.1) - 重大升级
+---
 
-- **🧠 智能 BYOK 检测**: 优化了 BYOK 与官方 Copilot 模型的识别逻辑，完美支持自定义模型（角色/提示词）及倍率检测（如 `(0x)`, `(1x)`）。
-- **⚡ 性能飙升**: 引入 **工具缓存 (Tool Caching)** 机制，在请求间持久化工具定义，显著降低调用开销。
-- **🧩 丰富工具集成**: 工具描述现包含来源分组（内置/用户/服务器）及 Docstring 元数据自动解析。
-- **🛡️ 精确控制**: 完美兼容 OpenWebUI 全局函数过滤配置 (`function_name_filter_list`)，可精准控制暴露给 LLM 的函数。
-- **🔑 用户级 BYOK**: 支持在用户层面配置自定义 API Key 对接 AI 供应商（OpenAI, Anthropic）。
-- **📝 格式优化**: 系统提示词强制使用标准 Markdown 表格，彻底解决 HTML 表格渲染问题。
+## ✨ 0.6.0 更新内容 (What's New)
 
-## ✨ 核心能力
+- **👥 多用户与会话管理**: 采用 `user_id/chat_id` 的物理隔离架构，确保资源独立与稳健管理。
+- **🤖 赋予 Agent 文件自主权**: 自动将上传的文件同步至物理工作区，支持 Python 直接分析 Excel/CSV。
+- **🔧 OpenAPI & 外部工具修复**: 完美支持通过 OpenAPI 服务器挂载的工具调用。
+- **📊 计费与成本控制**: 增强的**计费倍率限制** (`MAX_MULTIPLIER`，例如设为 0 即仅限免费模型) 和**模型关键词过滤** (`EXCLUDE_KEYWORDS`)，实现更精准的成本管控。
+- **🧠 数据库持久化 TODO**: 任务进度跨会话保存，Agent 拥有更持久的任务记忆。
 
-- **🔑 灵活鉴权与 BYOK**: 支持 GitHub Copilot 订阅 (PAT) 或自带 Key (OpenAI/Anthropic)，完全掌控模型访问与计费。
-- **🌉 强大的生态桥接**: 首个且唯一完美打通 **OpenWebUI Tools** 与 **GitHub Copilot SDK** 的插件。
-- **🚀 官方原生产体验**: 基于官方 Python SDK 构建，提供最稳定、最纯正的 Copilot 交互体验。
+---
+
+## ✨ 核心能力 (Key Capabilities)
+
+- **🔑 灵活鉴权与 BYOK**: 支持 GitHub Copilot 官方订阅 (PAT) 或自带 Key (OpenAI/Anthropic)。
+- **🔌 通用工具协议**: 原生支持 **MCP (Model Context Protocol)**、OpenAPI 以及 OpenWebUI 内置工具。
+- **🛡️ 物理级工作区隔离**: 强制执行严格的用户特定沙箱，确保数据隐私与文件安全。
+- **♾️ 无限会话管理**: 智能上下文窗口管理与自动压缩算法，支持无限时长的对话交互。
+- **🧠 深度数据库集成**: 实时持久化 TOD·O 列表到 UI 进度条。
 - **🌊 深度推理展示**: 完整支持模型思考过程 (Thinking Process) 的流式渲染。
-- **🖼️ 智能多模态**: 支持图像识别与附件上传，让 Copilot 拥有视觉能力。
-- **🛠️ 极简部署流程**: 自动检测环境、自动下载 CLI、自动管理依赖，全自动化开箱即用。
-- **🛡️ 纯净安全体系**: 支持标准 PAT 认证，确保数据安全。
+- **🖼️ 智能多模态**: 完整支持图像识别与附件上传分析。
+- **⚡ 交互式伪影 (Artifacts)**: 自动渲染 Agent 生成的 HTML/JS 应用程序，直接在聊天界面交互。
 
-## 安装与配置
+---
 
-### 1. 导入函数
+## ⚙️ 核心配置参数 (Valves)
 
-1. 打开 OpenWebUI。
-2. 进入 **Workspace** -> **Functions**。
-3. 点击 **+** (创建函数)。
-4. 将 `github_copilot_sdk_cn.py` 的内容完整粘贴进去。
-5. 保存。
+### 1. 管理员配置 (基础设置)
 
-### 2. 配置 Valves (设置)
+管理员可在函数设置中定义全局默认行为。
 
-在函数列表中找到 "GitHub Copilot"，点击 **⚙️ (Valves)** 图标进行配置：
-
-| 参数 | 说明 | 默认值 |
+| 参数 | 默认值 | 说明 |
 | :--- | :--- | :--- |
-| **GH_TOKEN** | **(必填)** GitHub 访问令牌 (PAT 或 OAuth Token)。用于聊天。 | - |
-| **DEBUG** | 是否开启调试日志（输出到浏览器控制台）。 | `False` |
-| **LOG_LEVEL** | Copilot CLI 日志级别: none, error, warning, info, debug, all。 | `error` |
-| **SHOW_THINKING** | 是否显示模型推理/思考过程（需开启流式 + 模型支持）。 | `True` |
-| **COPILOT_CLI_VERSION** | 指定安装/强制使用的 Copilot CLI 版本。 | `0.0.405` |
-| **EXCLUDE_KEYWORDS** | 排除包含这些关键词的模型（逗号分隔）。 | - |
-| **WORKSPACE_DIR** | 文件操作的受限工作区目录。 | - |
-| **INFINITE_SESSION** | 启用无限会话（自动上下文压缩）。 | `True` |
-| **COMPACTION_THRESHOLD** | 后台压缩阈值 (0.0-1.0)。 | `0.8` |
-| **BUFFER_THRESHOLD** | 缓冲区耗尽阈值 (0.0-1.0)。 | `0.95` |
-| **TIMEOUT** | 每个流式分块超时（秒）。 | `300` |
-| **CUSTOM_ENV_VARS** | 自定义环境变量 (JSON 格式)。 | - |
-| **REASONING_EFFORT** | 推理强度级别: low, medium, high. `xhigh` 仅部分模型支持。 | `medium` |
-| **ENABLE_MCP_SERVER** | 启用直接 MCP 客户端连接 (建议)。 | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | 启用 OpenWebUI 工具 (包括自定义和服务器工具)。 | `True` |
-| **BYOK_ENABLED** | 启用 BYOK (自带 Key) 模式以使用自定义供应商。 | `False` |
-| **BYOK_TYPE** | BYOK 供应商类型: `openai`, `azure`, `anthropic`。 | `openai` |
-| **BYOK_BASE_URL** | BYOK 基础 URL (如 `https://api.openai.com/v1`)。 | - |
-| **BYOK_API_KEY** | BYOK API Key (全局设置)。 | - |
-| **BYOK_BEARER_TOKEN** | BYOK Bearer Token (全局，覆盖 API Key)。 | - |
-| **BYOK_WIRE_API** | BYOK 通信协议: `completions`, `responses`。 | `completions` |
+| `GH_TOKEN` | `""` | 全局 GitHub Token (需具备 'Copilot Requests' 权限)。 |
+| `ENABLE_OPENWEBUI_TOOLS` | `True` | 启用 OpenWebUI 工具 (包括定义工具和内置工具)。 |
+| `ENABLE_OPENAPI_SERVER` | `True` | 启用 OpenAPI 工具服务器连接。 |
+| `ENABLE_MCP_SERVER` | `True` | 启用直接 MCP 客户端连接 (推荐)。 |
+| `REASONING_EFFORT` | `medium` | 推理强度：low, medium, high。 |
+| `SHOW_THINKING` | `True` | 显示模型推理/思考过程。 |
+| `INFINITE_SESSION` | `True` | 启用无限会话 (自动上下文压缩)。 |
+| `MAX_MULTIPLIER` | `1.0` | 最大允许的模型计费倍率 (0x 为仅限免费模型)。 |
+| `EXCLUDE_KEYWORDS` | `""` | 排除包含这些关键字的模型 (逗号分隔)。 |
+| `TIMEOUT` | `300` | 每个流数据块的超时时间 (秒)。 |
+| `BYOK_TYPE` | `openai` | BYOK 服务商类型：`openai`, `anthropic`。 |
+| `BYOK_BASE_URL` | `""` | BYOK 基础 URL (例如: <https://api.openai.com/v1)。> |
+| `BYOK_MODELS` | `""` | BYOK 模型列表 (逗号分隔)。留空则从 API 获取。 |
+| `CUSTOM_ENV_VARS` | `""` | 自定义环境变量 (JSON 格式)。 |
+| `DEBUG` | `False` | 开启此项以在前端控制台输出详细调试日志。 |
 
-#### 用户 Valves（按用户覆盖）
+### 2. 用户配置 (个人覆盖)
 
-以下设置可按用户单独配置（覆盖全局 Valves）：
+普通用户可在各自的个人设置中根据需要覆盖以下参数。
 
-| 参数 | 说明 | 默认值 |
-| :--- | :--- | :--- |
-| **GH_TOKEN** | 个人 GitHub Token（覆盖全局设置）。 | - |
-| **REASONING_EFFORT** | 推理强度级别（low/medium/high/xhigh）。 | - |
-| **DEBUG** | 是否启用技术调试日志。 | `False` |
-| **SHOW_THINKING** | 是否显示思考过程。 | `True` |
-| **ENABLE_OPENWEBUI_TOOLS** | 启用 OpenWebUI 工具（覆盖全局设置）。 | `True` |
-| **ENABLE_MCP_SERVER** | 启用动态 MCP 服务器加载（覆盖全局设置）。 | `True` |
+| 参数 | 说明 |
+| :--- | :--- |
+| `GH_TOKEN` | 使用个人的 GitHub Token。 |
+| `REASONING_EFFORT`| 个人偏好的推理强度。 |
+| `SHOW_THINKING` | 显示模型推理/思考过程。 |
+| `MAX_MULTIPLIER` | 最大允许的模型计费倍率覆盖。 |
+| `EXCLUDE_KEYWORDS` | 排除包含这些关键字的模型。 |
+| `BYOK_API_KEY` | 使用个人的 OpenAI/Anthropic API Key。 |
 
-## ⭐ 支持
+---
 
-如果这个插件对你有帮助，欢迎到 [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) 点个 Star，这将是我持续改进的动力，感谢支持。
+## 🎯 典型应用场景 (Use Cases)
 
-### 获取 Token
+- **📁 全自主仓库维护**: Agent 在隔离工作区内自动分析代码、运行测试并应用补丁。
+- **📊 深度财务数据审计**: 直接通过 Python 加载 Excel/CSV 原始数据（绕过 RAG），生成图表并实时预览。
+- **📝 长任务项目管理**: 自动拆解复杂任务并持久化 TOD·O 进度，跨会话跟踪执行状态。
 
-要使用 GitHub Copilot，您需要一个具有适当权限的 GitHub 个人访问令牌 (PAT)。
+---
 
-**获取步骤：**
+## ⭐ 支持与交流 (Support)
 
-1. 访问 [GitHub 令牌设置](https://github.com/settings/tokens?type=beta)。
-2. 点击 **Generate new token (fine-grained)**。
-3. **Repository access**: 选择 **Public Repositories** (最简单) 或 **All repositories**。
-4. **Permissions**:
-    - 如果您选择了 **All repositories**，则必须点击 **Account permissions**。
-    - 找到 **Copilot Requests**，选择 **Access**。
-5. 生成并复制令牌。
+如果这个插件对您有所帮助，请在 [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) 项目上点个 **Star** 💫，这是对我最大的鼓励。
 
-## 📋 依赖说明
+---
 
-该 Pipe 会自动尝试安装以下依赖（如果环境中缺失）：
+## 🚀 安装与配置 (Installation)
 
-- `github-copilot-sdk` (Python 包)
-- `github-copilot-cli` (二进制文件，通过官方脚本安装)
+### 1) 导入函数
 
-## 故障排除 (Troubleshooting) ❓
+1. 打开 OpenWebUI，前往 **工作区** -> **函数**。
+2. 点击 **+** (创建函数)，完整粘贴 `github_copilot_sdk_cn.py` 的内容。
+3. 点击保存并确保已启用。
 
-- **图片及多模态使用说明**：
-  - 确保 `MODEL_ID` 是支持多模态的模型。
-- **看不到思考过程**：
-  - 确认已开启**流式输出**，且所选模型支持推理输出。
+### 2) 获取 Token (Get Token)
 
-## 更新日志
+1. 访问 [GitHub Token 设置](https://github.com/settings/tokens?type=beta)。
+2. 创建 **Fine-grained token**，授予 **Account permissions** -> **Copilot Requests** 访问权限。
+3. 将生成的 Token 填入插件的 `GH_TOKEN` 配置项中。
 
-完整历史请查看 GitHub 项目： [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui)
+### 3) 配套插件 (强烈推荐)
+
+为了获得最佳的文件处理体验，请安装 [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6)。
+
+---
+
+## 📋 常见问题与依赖 (Troubleshooting)
+
+- **Agent 无法识别文件？**: 请确保已安装并启用了 Files Filter 插件，否则原始文件会被 RAG 干扰。
+- **看不到 TODO 进度条？**: 进度条仅在 Agent 使用 `update_todo` 工具（通常是处理复杂任务）时出现。
+- **依赖安装**: 本管道会自动尝试安装 `github-copilot-sdk` (Python 包) 和 `github-copilot-cli` (官方二进制)。
+
+---
+
+## 更新日志 (Changelog)
+
+完整历史记录请见 GitHub: [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui)

plugins/pipes/github-copilot-sdk/scripts/sync_to_workspace.py

@@ -0,0 +1,103 @@
+import os
+import sys
+import json
+import asyncio
+from typing import List, Dict
+
+# 1. 尝试导入 OpenWebUI 环境
+try:
+    from open_webui.models.models import Models, ModelForm, ModelMeta, ModelParams
+    from open_webui.internal.db import get_session
+except ImportError:
+    print("❌ 错误: 无法导入 OpenWebUI 模块。请确保在 OpenWebUI 环境（如 conda ai）中运行此脚本。")
+    sys.exit(1)
+
+# 2. 导入 Copilot SDK
+try:
+    from copilot import CopilotClient
+except ImportError:
+    print("❌ 错误: 无法导入 copilot SDK。请运行: pip install github-copilot-sdk==0.1.23")
+    sys.exit(1)
+
+async def fetch_real_models() -> List[Dict]:
+    gh_token = os.environ.get("GH_TOKEN")
+    if not gh_token:
+        print("❌ 错误: 未设置 GH_TOKEN 环境变量。")
+        return []
+
+    client = CopilotClient()
+    try:
+        await client.start()
+        raw_models = await client.list_models()
+        processed = []
+        for m in raw_models:
+            m_id = getattr(m, "id", str(m))
+            # 提取倍率
+            billing = getattr(m, "billing", {})
+            if not isinstance(billing, dict): billing = vars(billing)
+            multiplier = billing.get("multiplier", 1)
+            
+            # 提取能力
+            cap = getattr(m, "capabilities", None)
+            vision = False
+            reasoning = False
+            if cap:
+                supports = getattr(cap, "supports", {})
+                if not isinstance(supports, dict): supports = vars(supports)
+                vision = supports.get("vision", False)
+                reasoning = supports.get("reasoning_effort", False)
+
+            processed.append({
+                "id": m_id,
+                "name": f"GitHub Copilot ({m_id})",
+                "vision": vision,
+                "reasoning": reasoning,
+                "multiplier": multiplier
+            })
+        return processed
+    except Exception as e:
+        print(f"❌ 获取模型失败: {e}")
+        return []
+    finally:
+        await client.stop()
+
+async def sync_to_db():
+    models = await fetch_real_models()
+    if not models: return
+
+    print(f"🔄 发现 {len(models)} 个 Copilot 模型，正在同步到工作区...")
+    
+    # 默认管理员 ID
+    admin_user_id = "00000000-0000-0000-0000-000000000000" 
+
+    for m in models:
+        # 对应插件中的 ID 格式
+        full_id = f"copilot-{m['id']}"
+        
+        existing = Models.get_model_by_id(full_id)
+        if existing:
+            print(f"⚠️ 跳过: {full_id} (已存在)")
+            continue
+
+        form_data = ModelForm(
+            id=full_id,
+            base_model_id=None,
+            name=m['name'],
+            meta=ModelMeta(
+                description=f"GitHub Copilot 官方模型。倍率: {m['multiplier']}x。支持推理: {m['reasoning']}。",
+                capabilities={
+                    "vision": m['vision'],
+                    "reasoning": m['reasoning']
+                }
+            ),
+            params=ModelParams()
+        )
+
+        try:
+            if Models.insert_new_model(form_data, admin_user_id):
+                print(f"✅ 成功同步: {m['name']}")
+        except Exception as e:
+            print(f"❌ 同步 {m['id']} 失败: {e}")
+
+if __name__ == "__main__":
+    asyncio.run(sync_to_db())

plugins/pipes/github-copilot-sdk/scripts/test_sdk.py

@@ -0,0 +1,111 @@
+import asyncio
+import os
+import json
+import time
+from typing import Any
+from datetime import datetime
+from copilot import CopilotClient
+
+# 自定义 JSON 编码器，处理 datetime 等对象
+class SDKEncoder(json.JSONEncoder):
+    def default(self, obj):
+        if isinstance(obj, datetime):
+            return obj.isoformat()
+        if hasattr(obj, "to_dict"):
+            return obj.to_dict()
+        try:
+            return super().default(obj)
+        except TypeError:
+            return str(obj)
+
+async def run_debug_test(client, model_id, effort, prompt):
+    print(f"\n" + "🔍" * 15)
+    print(f"DEBUGGING: {model_id} | {effort.upper()}")
+    print("🔍" * 15)
+    
+    session_config = {
+        "model": model_id,
+        "reasoning_effort": effort
+    }
+    
+    queue = asyncio.Queue()
+    done = asyncio.Event()
+    SENTINEL = object()
+
+    def handler(event):
+        try:
+            etype = getattr(event, "type", "unknown")
+            if hasattr(etype, "value"): etype = etype.value
+            
+            raw_data = {}
+            # 优先尝试 SDK 自带的 to_dict
+            if hasattr(event, "to_dict"):
+                raw_data = event.to_dict()
+            elif hasattr(event, "data"):
+                data_obj = event.data
+                if isinstance(data_obj, dict):
+                    raw_data = data_obj
+                elif hasattr(data_obj, "to_dict"):
+                    raw_data = data_obj.to_dict()
+                else:
+                    raw_data = {k: v for k, v in vars(data_obj).items() if not k.startswith('_')}
+            else:
+                raw_data = {k: v for k, v in vars(event).items() if not k.startswith('_')}
+            
+            queue.put_nowait((etype, raw_data))
+            
+            if etype in ["session.idle", "session.error"]:
+                done.set()
+                queue.put_nowait(SENTINEL)
+        except Exception as e:
+            print(f"Handler Error: {e}")
+
+    try:
+        session = await client.create_session(config=session_config)
+        unsubscribe = session.on(handler)
+        
+        print(f"Sending prompt...")
+        asyncio.create_task(session.send({"prompt": prompt, "mode": "immediate"}))
+        
+        event_count = 0
+        while True:
+            try:
+                item = await asyncio.wait_for(queue.get(), timeout=180)
+                if item is SENTINEL: break
+                
+                etype, data = item
+                event_count += 1
+                
+                # 打印所有事件，不进行过滤，这样我们可以看到完整的生命周期
+                print(f"\n[#{event_count} EVENT: {etype}]")
+                print(json.dumps(data, indent=2, ensure_ascii=False, cls=SDKEncoder))
+                
+            except asyncio.TimeoutError:
+                print("\n⚠️ Timeout: No events for 180s")
+                break
+
+        unsubscribe()
+        await session.destroy()
+        
+    except Exception as e:
+        print(f"❌ Session Failed: {e}")
+
+async def main():
+    gh_token = os.environ.get("GH_TOKEN")
+    if not gh_token:
+        print("❌ Error: GH_TOKEN not set")
+        return
+
+    client = CopilotClient()
+    await client.start()
+    
+    # 使用一个简单但需要思考的问题
+    prompt = "123 * 456 等于多少？请给出思考过程。"
+    target_model = "gpt-5-mini" 
+    
+    await run_debug_test(client, target_model, "high", prompt)
+    
+    await client.stop()
+
+if __name__ == "__main__":
+    asyncio.run(main())