Merge remote changes, keeping local version improvements

- Add comprehensive error logging for LLM response validation failures
- Thread __request__ context through entire summary generation pipeline
- Load and merge previous_summary from DB when not in outlet payload
- Use real request object instead of minimal synthetic context

.agent/learnings/async-context-compression-progress-mapping.md

@@ -0,0 +1,27 @@
+# Async Context Compression Progress Mapping
+
+> Discovered: 2026-03-10
+
+## Context
+Applies to `plugins/filters/async-context-compression/async_context_compression.py` once the inlet has already replaced early history with a synthetic summary message.
+
+## Finding
+`compressed_message_count` cannot be recalculated from the visible message list length after compression. Once a summary marker is present, the visible list mixes:
+- preserved head messages that are still before the saved boundary
+- one synthetic summary message
+- tail messages that map to original history starting at the saved boundary
+
+## Solution / Pattern
+Store the original-history boundary on the injected summary message metadata, then recover future progress using:
+- `original_count = covered_until + len(messages_after_summary_marker)`
+- `target_progress = max(covered_until, original_count - keep_last)`
+
+When the summary-model window is too small, trim newest atomic groups from the summary input so the saved boundary still matches what the summary actually covers.
+
+## Gotchas
+- If you trim from the head of the summary input, the saved progress can overstate coverage and hide messages that were never summarized.
+- Status previews for the next context must convert the saved original-history boundary back into the current visible view before rebuilding head/summary/tail.
+- `inlet(body["messages"])` and `outlet(body["messages"])` can both represent the full conversation while using different serializations:
+	- inlet may receive expanded native tool-call chains (`assistant(tool_calls) -> tool -> assistant`)
+	- outlet may receive a compact top-level transcript where tool calls are folded into assistant `<details type="tool_calls">` blocks
+- These two views do not share a safe `compressed_message_count` coordinate system. If outlet is in the compact assistant/details view, do not persist summary progress derived from its top-level message count.

.agent/learnings/filter-async-context-compression-design.md

@@ -0,0 +1,171 @@
+# Filter: async-context-compression 设计模式与工程实践
+
+**日期**: 2026-03-12  
+**模块**: `plugins/filters/async-context-compression/async_context_compression.py`  
+**关键特性**: 上下文压缩、异步摘要生成、状态管理、LLM 工程优化
+
+---
+
+## 核心工程洞察
+
+### 1. Request 对象的 Filter-to-LLM 传导链
+
+**问题**：Filter 的 `outlet` 阶段启动背景异步任务（`asyncio.create_task`）调用 `generate_chat_completion`（内部 API），但无法直接访问原始 HTTP `request`。早期代码用最小化合成 Request（仅 `{"type": "http", "app": webui_app}`），暴露兼容性风险。
+
+**解决方案**：
+
+- OpenWebUI 对 `outlet` 同样支持 `__request__` 参数注入（即 `inlet` + `outlet` 都支持）
+- 透传 `__request__` 通过整个异步调用链：`outlet → _locked_summary_task → _check_and_generate_summary_async → _generate_summary_async → _call_summary_llm`
+- 在最终调用处：`request = __request__ or Request(...)`（兜底降级）
+
+**收获**：LLM 调用路径应始终倾向于使用真实请求上下文，而非人工合成。即使后台任务中，`request.app` 的应用级状态仍持续有效。
+
+---
+
+### 2. 异步摘要生成中的上下文完整性
+
+**关键场景分化**：
+
+| 情况 | `summary_index` 值 | 旧摘要位置 | 需要 `previous_summary` |
+|------|--------|----------|---------|
+| Inlet 已注入旧摘要 | Not None | `messages[0]`（middle_messages 首项） | ❌ 否，已在 conversation_text 中 |
+| Outlet 收原始消息（未注入） | None | DB 存档 | ✅ **是**，必须显式读取并透传 |
+
+**问题根源**：`outlet` 收到的消息来自原始数据库查询，未经过 `inlet` 的摘要注入。当 LLM 看不到历史摘要时，已压缩的知识（旧对话、已解决的问题、先前的发现）会被重新处理或遗忘。
+
+**实现要点**：
+
+```python
+# 仅当 summary_index is None 时异步加载旧摘要
+if summary_index is None:
+    previous_summary = await asyncio.to_thread(
+        self._load_summary, chat_id, body
+    )
+else:
+    previous_summary = None
+```
+
+---
+
+### 3. 上下文压缩的 LLM Prompt 设计
+
+**工程原则**：
+
+1. **Clear Input Boundaries**：用 XML 风格标签（`<previous_working_memory>`, `<new_conversation>`）明确分界，避免 LLM 混淆"指令示例"与"待处理数据"
+2. **State-Aware Merging**：不是"保留所有旧事实"，而是**更新状态**——`"bug X exists" → "bug X fixed"` 或彻底移除已解决项
+3. **Goal Evolution**：Current Goal 反映**最新**意图；旧目标迁移到 Working Memory 作为上下文
+4. **Error Verbatim**：Stack trace、异常类型、错误码必须逐字引用（是调试的一等公民）
+5. **Format Strictness**：结构变为 **REQUIRED**（而非 Suggested），允许零内容项省略，但布局一致
+
+**新 Prompt 结构**：
+
+```
+[Rules] → [Output Constraints] → [Required Structure Header] → [Boundaries] → <previous_working_memory> → <new_conversation>
+```
+
+关键改进：
+
+- 规则 3（Ruthless Denoising） → 新增规则 4（Error Verbatim） + 规则 5（Causal Chain）
+- "Suggested" Structure → "Required" Structure with Optional Sections
+- 新增 `## Causal Log` 专项，强制单行因果链格式：`[MSG_ID?] action → result`
+- Token 预算策略明确：按近期性和紧迫性优先裁剪（RRF）
+
+---
+
+### 4. 异步任务中的错误边界与恢复
+
+**现象**：背景摘要生成任务（`asyncio.create_task`）的异常不会阻塞用户响应，但需要：
+
+- 完整的日志链路（`_log` 调用 + `event_emitter` 通知）
+- 数据库事务的原子性（摘要和压缩状态同时保存）
+- 前端 UI 反馈（status event: "generating..." → "complete" 或 "error"）
+
+**最佳实践**：
+
+- 用 `asyncio.Lock` 按 chat_id 防止并发摘要任务
+- 后台执行繁重操作（tokenize、LLM call）用 `asyncio.to_thread`
+- 所有 I/O（DB reads/writes）需包裹异步线程池
+- 异常捕获限制在 try-except，日志不要吞掉堆栈信息
+
+---
+
+### 5. Filter 单例与状态设计陷阱
+
+**约束**：Filter 实例是全局单例，所有会话共享同一个 `self`。
+
+**禁忌**：
+
+```python
+# ❌ 错误：self.temp_buffer = ... （会被其他并发会话污染）
+self.temp_state = body  # 危险！
+
+# ✅ 正确：无状态或使用锁/chat_id 隔离
+self._chat_locks[chat_id] = asyncio.Lock()  # 每个 chat 一个锁
+```
+
+**设计**：
+
+- Valves（Pydantic BaseModel）保存全局配置 ✅
+- 使用 dict 按 `chat_id` 键维护临时状态（lock、计数器）✅
+- 传参而非全局变量保存请求级数据 ✅
+
+---
+
+## 集成场景：Filter + Pipe 的配合
+
+**当 Pipe 模型调用 Filter 时**：
+
+1. `inlet` 注入摘要，削减上下文会话消息数
+2. Pipe 模型（通常为 Copilot SDK 或自定义内核）处理精简消息
+3. `outlet` 触发背景摘要，无阻塞用户响应
+4. 下一轮对话时，`inlet` 再次注入最新摘要
+
+**关键约束**：
+
+- `_should_skip_compression` 检测 `__model__.get("pipe")` 或 `copilot_sdk`，必要时跳过注入
+- Pipe 模型若有自己的上下文管理（如 Copilot 的 native tool calling），过度压缩会失去工具调用链
+- 摘要模型选择（`summary_model` Valve）应兼容当前 Pipe 环境的 API（推荐用通用模型如 gemini-flash）
+
+---
+
+## 内部 API 契约速记
+
+### `generate_chat_completion(request, payload, user)`
+
+- **request**: FastAPI Request；可来自真实 HTTP 或 `__request__` 注入
+- **payload**: `{"model": id, "messages": [...], "stream": false, "max_tokens": N, "temperature": T}`
+- **user**: UserModel；从 DB 查询或 `__user__` 转换（需 `Users.get_user_by_id()`）
+- **返回**: dict 或 JSONResponse；若是后者需 `response.body.decode()` + JSON parse
+
+### Filter 生命周期
+
+```
+New Message → inlet (User input) → [Plugins wait] → LLM → outlet (Response) → Summary Task (Background)
+```
+
+---
+
+## 调试清单
+
+- [ ] `__request__` 在 `outlet` 签名中声明且被 OpenWebUI 注入（非 None）
+- [ ] 异步调用链中每层都透传 `__request__`，最底层兜底合成
+- [ ] `summary_index is None` 时从 DB 异步读取 `previous_summary`
+- [ ] LLM Prompt 中 `<previous_working_memory>` 和 `<new_conversation>` 有明确边界
+- [ ] 错误处理不吞堆栈：`logger.exception()` 或 `exc_info=True`
+- [ ] `asyncio.Lock` 按 chat_id 避免并发工作冲突
+- [ ] Copilot SDK / Pipe 模型需 `_should_skip_compression()` 检查
+- [ ] Token budget 在 max_summary_tokens 下规划，优先保留近期事件
+
+---
+
+## 相关文件
+
+- 核心实现：`plugins/filters/async-context-compression/async_context_compression.py`
+- README：`plugins/filters/async-context-compression/README.md` + `README_CN.md`
+- OpenWebUI 内部：`open_webui/utils/chat.py` → `generate_chat_completion()`
+
+---
+
+**版本**: 1.0  
+**维护者**: Fu-Jie  
+**最后更新**: 2026-03-12

.agent/learnings/openwebui-community-api.md

@@ -0,0 +1,45 @@
+# OpenWebUI Community API Patterns
+
+## Post Data Structure Variations
+
+When fetching posts from the OpenWebUI Community API (`https://api.openwebui.com/api/v1/posts/...`), the structure of the `data` field varies significantly depending on the `type` of the post.
+
+### Observed Mappings
+
+| Post Type | Data Key (under `data`) | Usual Content |
+|-----------|-------------------------|---------------|
+| `action`  | `function`              | Plugin code and metadata |
+| `filter`  | `function`              | Filter logic and metadata |
+| `pipe`    | `function`              | Pipe logic and metadata |
+| `tool`    | `tool`                  | Tool definition and logic |
+| `prompt`  | `prompt`                | Prompt template strings |
+| `model`   | `model`                 | Model configuration |
+
+### Implementation Workaround
+
+To robustly extract metadata (like `version` or `description`) regardless of the post type, the following heuristic logic is recommended:
+
+```python
+def _get_plugin_obj(post: dict) -> dict:
+    data = post.get("data", {}) or {}
+    post_type = post.get("type")
+    
+    # Priority 1: Use specific type key
+    if post_type in data:
+        return data[post_type]
+    
+    # Priority 2: Fallback to common keys
+    for k in ["function", "tool", "pipe"]:
+        if k in data:
+            return data[k]
+            
+    # Priority 3: First available key
+    if data:
+        return list(data.values())[0]
+        
+    return {}
+```
+
+### Gotchas
+- Some older posts or different categories might not have a `version` field in `manifest`, leading to empty strings or `N/A` in reports.
+- `slug` should be used as the unique identifier rather than `title` when tracking stats across history.

.agent/learnings/openwebui-tool-call-context-inflation.md

@@ -0,0 +1,26 @@
+# OpenWebUI Tool Call Context Inflation
+
+> Discovered: 2026-03-11
+
+## Context
+When analyzing why the `async_context_compression` plugin sees different array lengths of `messages` between the `inlet` (e.g. 27 items) and `outlet` (e.g. 8 items) phases, especially when native tool calling (Function Calling) is involved in OpenWebUI.
+
+## Finding
+There is a fundamental disparity in how OpenWebUI serializes conversational history at different stages of the request lifecycle:
+
+1. **Outlet (UI Rendering View)**:
+   After the LLM completes generation and tools have been executed, OpenWebUI's `middleware.py` (and streaming builders) bundles intermediate tool calls and their raw results. It hides them inside an HTML `<details type="tool_calls">...</details>` block within a single `role: assistant` message's `content`. 
+   Concurrently, the actual native API tool-calling data is saved in a hidden `output` dict field attached to that message. At this stage, the `messages` array looks short (e.g., 8 items) because tool interactions are visually folded.
+
+2. **Inlet (LLM Native View)**:
+   When the user sends the *next* message, the request enters `main.py` -> `process_chat_payload` -> `middleware.py:process_messages_with_output()`.
+   Here, OpenWebUI scans historical `assistant` messages for that hidden `output` field. If found, it completely **inflates (unfolds)** the raw data back into an exact sequence of OpenAI-compliant `tool_call` and `tool_result` messages (using `utils/misc.py:convert_output_to_messages`).
+   The HTML `<details>` string is entirely discarded before being sent to the LLM.
+
+**Conclusion on Token Consumption**:
+In the next turn, tool context is **NOT** compressed at all. It is fully re-expanded to its original verbose state (e.g., back to 27 items) and consumes the maximum amount of tokens required by the raw JSON arguments and results.
+
+## Gotchas
+- Any logic operating in the `outlet` phase (like background tasks) that relies on the `messages` array index will be completely misaligned with the array seen in the `inlet` phase.
+- Attempting to slice or trim history based on `outlet` array lengths will cause index out-of-bounds errors or destructive cropping of recent messages.
+- The only safe way to bridge these two views is either to translate the folded view back into the expanded view using `convert_output_to_messages`, or to rely on unique `id` fields (if available) rather than array indices.

.agent/rules/agent_protocol.md

@@ -0,0 +1,29 @@
+# Agent Coordination Protocol (FOR AGENTS ONLY)
+
+## 🛡️ The Golden Rule
+**NEVER modify code without verifying the lock status in the Agent Hub.**
+
+## 🔑 Identity Management
+- `claude-code`: Official Claude CLI
+- `copilot-agent`: GitHub Copilot
+- `gemini-cursor`: Cursor IDE or Gemini extension
+- `iflow-agent`: iFlow SDK agent
+
+## 🛠️ The Synchronization Tool
+Script: `scripts/agent_sync.py` (SQLite-backed)
+
+### 🏎️ Workflow Lifecycle
+1. **Initialize Session**:
+   - `python3 scripts/agent_sync.py status`
+   - `python3 scripts/agent_sync.py register <id> <name> "<objective>"`
+2. **Resource Acquisition**:
+   - `python3 scripts/agent_sync.py lock <id> <file_path>`
+   - If blocked, identify the owner from `status` and do not attempt to bypass.
+3. **Collaboration (Research Mode)**:
+   - If the project mode is `RESEARCH`, prioritize the `note` command.
+   - Summarize findings: `python3 scripts/agent_sync.py note <id> "<topic>" "<summary>"`
+4. **Cleanup**:
+   - `python3 scripts/agent_sync.py unlock <id> <file_path>`
+
+## 📜 Shared Memory
+Read `.agent/learnings/` to avoid reinventing the wheel.

.cursorrules

@@ -0,0 +1,8 @@
+# 🤖 Cursor/Gemini Multi-Agent Protocol
+
+1. **STATUS CHECK**: Always run `python3 scripts/agent_sync.py status` first.
+2. **REGISTRATION**: Run `python3 scripts/agent_sync.py register gemini-id "Gemini" "Current task"`.
+3. **LOCKING**: Never edit without `python3 scripts/agent_sync.py lock gemini-id <path>`.
+4. **STANDARDS**: Refer to `.agent/rules/plugin_standards.md` for coding guidelines.
+
+Full details in `COOPERATION.md`.

.gemini/skills/release-prep/SKILL.md

@@ -73,13 +73,21 @@ Create two versioned release notes files:
 #### Required Sections
 
 Each file must include:
-0. **Marketplace Link**: Direct link to the plugin on openwebui.com (e.g., `**[🚀 Get/Update on OpenWebUI Community](URL)**`)
+0. **Marketplace Badge**: A prominent button linking to the plugin on openwebui.com using shields.io (e.g., `[![](https://img.shields.io/badge/OpenWebUI%20Community-Get%20Plugin-blue?style=for-the-badge)](URL)`).
-1. **Overview**: One paragraph summarizing this release
+1. **Overview Header**: Use `## Overview` as the first header.
-2. **New Features** / **新功能**: Bulleted list of features
+2. **Summary Paragraph**: A paragraph summarizing the release. **NEVER** include the version number as a title.
-3. **Bug Fixes** / **问题修复**: Bulleted list of fixes
+3. **README Link**: Direct link to the plugin's README file on GitHub.
-4. **Related Issues** / **相关 Issue**: Link to the GitHub Issue(s) resolved in this release (e.g., `**[#56](URL)**`). MANDATORY if the release resolves a reported issue.
+4. **New Features** / **新功能**: Bulleted list of features
-5. **Related PRs** / **相关 PR**: Link to the Pull Request(s) associated with this release. (e.g., `**[#123](URL)**`). MANDATORY if the release is being prepared within an existing PR.
+5. **Bug Fixes** / **问题修复**: Bulleted list of fixes
-6. **Migration Notes** / **迁移说明**: Breaking changes or Valve key renames (omit section if none)
+6. **Related Issues** / **相关 Issue**: Link to GitHub Issues. **ONLY** include if a specific issue is resolved. **NEVER use placeholders.**
+7. **Related PRs** / **相关 PR**: Link to the Pull Request. **ONLY** include if the PR is already created and the ID is known. **NEVER use placeholders.**
+8. **Migration Notes**: Breaking changes or Valve key renames (omit section if none)
+
+---
+
+## Language Standard
+
+- **Release Notes Files**: Use **English ONLY** for the final `.md` files to maintain professional consistency on GitHub. Avoid bilingual content in the release description.
 6. **Companion Plugins** / **配套插件** (optional): If a companion plugin was updated
 
 If a release notes file already exists for this version, update it rather than creating a new one.

.github/agents/release-prep.agent.md

@@ -78,5 +78,28 @@ Plugin: {type}/{name} → v{new_version}
 ### Verification Status
 {filled-in 9-file checklist for each changed plugin}
 
+## Post-Release: Batch Plugin Installation
+
+After release is published, users can quickly install all plugins:
+
+```bash
+# Clone the repository
+git clone https://github.com/Fu-Jie/openwebui-extensions.git
+cd openwebui-extensions
+
+# Setup API key and instance URL
+echo "api_key=sk-your-api-key-here" > scripts/.env
+echo "url=http://localhost:3000" >> scripts/.env
+
+# If using remote instance, configure the baseURL:
+# echo "url=http://192.168.1.10:3000" >> scripts/.env
+# echo "url=https://openwebui.example.com" >> scripts/.env
+
+# Install all plugins at once
+python scripts/install_all_plugins.py
+```
+
+See: [Deployment Guide](./scripts/DEPLOYMENT_GUIDE.md)
+
 ---
 ⚠️ **Waiting for user confirmation — no git operations will run until explicitly approved.**

.github/workflows/community-stats.yml

@@ -38,9 +38,12 @@ jobs:
         id: old_stats
         run: |
           if [ -f docs/community-stats.json ]; then
+            cp docs/community-stats.json docs/community-stats.json.old
             echo "total_posts=$(jq -r '.total_posts // 0' docs/community-stats.json)" >> $GITHUB_OUTPUT
+            echo "versions=$(jq -r '[.posts[] | {slug: .slug, version: .version}] | sort_by(.slug) | map("\(.slug):\(.version)") | join(",")' docs/community-stats.json)" >> $GITHUB_OUTPUT
           else
             echo "total_posts=0" >> $GITHUB_OUTPUT
+            echo "versions=" >> $GITHUB_OUTPUT
           fi
 
       - name: Generate stats report
@@ -56,12 +59,15 @@ jobs:
         id: new_stats
         run: |
           echo "total_posts=$(jq -r '.total_posts // 0' docs/community-stats.json)" >> $GITHUB_OUTPUT
+          echo "versions=$(jq -r '[.posts[] | {slug: .slug, version: .version}] | sort_by(.slug) | map("\(.slug):\(.version)") | join(",")' docs/community-stats.json)" >> $GITHUB_OUTPUT
 
       - name: Check for significant changes
         id: check_changes
         run: |
           OLD_POSTS="${{ steps.old_stats.outputs.total_posts }}"
           NEW_POSTS="${{ steps.new_stats.outputs.total_posts }}"
+          OLD_VERSIONS="${{ steps.old_stats.outputs.versions }}"
+          NEW_VERSIONS="${{ steps.new_stats.outputs.versions }}"
           
           SHOULD_COMMIT="false"
           CHANGE_REASON=""
@@ -69,14 +75,20 @@ jobs:
           if [ "$NEW_POSTS" -gt "$OLD_POSTS" ]; then
             SHOULD_COMMIT="true"
             CHANGE_REASON="new plugin added ($OLD_POSTS -> $NEW_POSTS)"
-            echo "📦 New plugin detected: $OLD_POSTS -> $NEW_POSTS"
+          elif [ "$NEW_POSTS" -lt "$OLD_POSTS" ]; then
+            SHOULD_COMMIT="true"
+            CHANGE_REASON="plugin removed ($OLD_POSTS -> $NEW_POSTS)"
+          elif [ "$OLD_VERSIONS" != "$NEW_VERSIONS" ]; then
+            SHOULD_COMMIT="true"
+            CHANGE_REASON="plugin versions updated"
+            echo "🔄 Version change detected"
           fi
           
           echo "should_commit=$SHOULD_COMMIT" >> $GITHUB_OUTPUT
           echo "change_reason=$CHANGE_REASON" >> $GITHUB_OUTPUT
           
           if [ "$SHOULD_COMMIT" = "false" ]; then
-            echo "ℹ️ No significant changes detected, skipping commit"
+            echo "ℹ️ No significant changes (posts or versions), skipping commit"
           else
             echo "✅ Significant changes detected: $CHANGE_REASON"
           fi

.github/workflows/release.yml

@@ -436,54 +436,34 @@ jobs:
           CHANGED_PLUGIN_TITLE: ${{ needs.check-changes.outputs.changed_plugin_title }}
           CHANGED_PLUGIN_VERSION: ${{ needs.check-changes.outputs.changed_plugin_version }}
           DETECTED_CHANGES: ${{ needs.check-changes.outputs.release_notes }}
-          COMMITS: ${{ steps.commits.outputs.commits }}
           DOC_FILES: ${{ needs.check-changes.outputs.changed_doc_files }}
         run: |
           > release_notes.md
 
-          if [ -n "$CHANGED_PLUGIN_TITLE" ] && [ -n "$CHANGED_PLUGIN_VERSION" ]; then
+          # 1. Primary content from v*.md files (highest priority)
-            echo "# $CHANGED_PLUGIN_TITLE v$CHANGED_PLUGIN_VERSION" >> release_notes.md
-            echo "" >> release_notes.md
-          elif [ -n "$TITLE" ]; then
-            echo "# $TITLE" >> release_notes.md
-            echo "" >> release_notes.md
-          fi
-
-          # 1. Release notes from v*.md files (highest priority, shown first)
           if [ -n "$DOC_FILES" ]; then
             RELEASE_NOTE_FILES=$(echo "$DOC_FILES" | grep -E '^plugins/.*/v[^/]*\.md$' | grep -v '_CN\.md$' || true)
             if [ -n "$RELEASE_NOTE_FILES" ]; then
               while IFS= read -r file; do
                 [ -z "$file" ] && continue
                 if [ -f "$file" ]; then
-                  python3 -c "import pathlib, re; file_path = pathlib.Path(r'''$file'''); text = file_path.read_text(encoding='utf-8'); text = re.sub(r'^#\\s+.+?(?:\\r?\\n)+', '', text, count=1, flags=re.MULTILINE); print(text.lstrip().rstrip())" >> release_notes.md
+                  # Extract content, removing any H1 title from the file to avoid duplication
+                  python3 -c "import pathlib, re; file_path = pathlib.Path(r'''$file'''); text = file_path.read_text(encoding='utf-8'); text = re.sub(r'^#\s+.+?(?:\r?\n)+', '', text, count=1, flags=re.MULTILINE); print(text.lstrip().rstrip())" >> release_notes.md
                   echo "" >> release_notes.md
                 fi
               done <<< "$RELEASE_NOTE_FILES"
             fi
           fi
 
-          # 2. Plugin version changes detected by script
+          # 2. Automated plugin version change summary
-          if [ -z "$CHANGED_PLUGIN_TITLE" ] && [ -z "$CHANGED_PLUGIN_VERSION" ] && [ -n "$TITLE" ]; then
-            echo "## $TITLE" >> release_notes.md
-            echo "" >> release_notes.md
-          fi
-          
           if [ -n "$DETECTED_CHANGES" ] && ! echo "$DETECTED_CHANGES" | grep -q "No changes detected"; then
-            echo "## What's Changed" >> release_notes.md
+            echo "## Version Changes" >> release_notes.md
             echo "" >> release_notes.md
             echo "$DETECTED_CHANGES" >> release_notes.md
             echo "" >> release_notes.md
           fi
           
-          # 3. Commits (Conventional Commits format with body)
+          # 3. Manual additional notes from workflow dispatch
-          if [ -n "$COMMITS" ]; then
-            echo "## Commits" >> release_notes.md
-            echo "" >> release_notes.md
-            echo "$COMMITS" >> release_notes.md
-            echo "" >> release_notes.md
-          fi
-          
           if [ -n "$NOTES" ]; then
             echo "## Additional Notes" >> release_notes.md
             echo "" >> release_notes.md
@@ -493,30 +473,15 @@ jobs:
           
           cat >> release_notes.md << 'EOF'
           
-          ## Download
-          
-          📦 **Download the updated plugin files below**
-          
-          ### Installation
-          
-          #### From OpenWebUI Community
-          1. Open OpenWebUI Admin Panel
-          2. Navigate to Functions/Tools
-          3. Search for the plugin name
-          4. Click Install
-          
-          #### Manual Installation
-          1. Download the plugin file (`.py`) from the assets below
-          2. Open OpenWebUI Admin Panel → Functions
-          3. Click "Create Function" → Import
-          4. Paste the plugin code
-          
           ---
           
-          📚 [Documentation](https://fu-jie.github.io/openwebui-extensions/)
+          📚 [Documentation Portal](https://fu-jie.github.io/openwebui-extensions/)
           🐛 [Report Issues](https://github.com/Fu-Jie/openwebui-extensions/issues)
           EOF
 
+          echo "=== Final Release Notes ==="
+          cat release_notes.md
+
           echo "=== Release Notes ==="
           cat release_notes.md
 

.gitignore

@@ -142,3 +142,4 @@ logs/
 # OpenWebUI specific
 # Add any specific ignores for OpenWebUI plugins if needed
 .git-worktrees/
+plugins/filters/auth_model_info/

CHANGELOG.md

@@ -1,75 +0,0 @@
-# Changelog / 更新日志
-
-All notable changes to this project will be documented in this file.
-
-The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
-and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
-
-本项目的所有重要更改都将记录在此文件中。
-格式基于 [Keep a Changelog](https://keepachangelog.com/zh-CN/1.1.0/)，
-本项目遵循 [语义化版本](https://semver.org/lang/zh-CN/)。
-
----
-
-## [Unreleased] / 未发布
-
-### Added / 新增
-- 插件发布工作流 (Plugin release workflow)
-
-### Changed / 变更
-
-### Fixed / 修复
-
-### Removed / 移除
-
----
-
-## Plugin Versions / 插件版本
-
-### Actions
-
-| Plugin / 插件 | Version / 版本 |
-|---------------|----------------|
-| Smart Mind Map / 思维导图 | 0.8.0 |
-| Flash Card / 闪记卡 | 0.2.1 |
-| Export to Word / 导出为 Word | 0.1.0 |
-| Export to Excel / 导出为 Excel | 0.3.3 |
-| Deep Reading & Summary / 精读 | 0.1.0 / 2.0.0 |
-| Smart Infographic / 智能信息图 | 1.3.0 |
-
-### Filters
-
-| Plugin / 插件 | Version / 版本 |
-|---------------|----------------|
-| Async Context Compression / 异步上下文压缩 | 1.1.0 |
-| Context & Model Enhancement Filter | 0.2 |
-| Gemini Manifold Companion | 1.7.0 |
-| Gemini 多模态过滤器 | 0.3.2 |
-
-### Pipes
-
-| Plugin / 插件 | Version / 版本 |
-|---------------|----------------|
-| Gemini Manifold google_genai | 1.26.0 |
-
----
-
-<!-- 
-Release Template / 发布模板:
-
-## [x.x.x] - YYYY-MM-DD
-
-### Added / 新增
-- New feature description
-
-### Changed / 变更
-- Change description
-
-### Fixed / 修复
-- Bug fix description
-
-### Plugin Updates / 插件更新
-- `plugin_name`: v0.x.0 -> v0.y.0
-  - Feature 1
-  - Feature 2
--->

CLAUDE.md

@@ -0,0 +1,13 @@
+# 🤖 Claude Multi-Agent Protocol (MACP)
+
+## 🚀 Mandatory Startup
+1. **Check Hub**: `python3 scripts/agent_sync.py status`
+2. **Register**: `python3 scripts/agent_sync.py register claude-code "Claude" "Handling user request"`
+3. **Lock**: `python3 scripts/agent_sync.py lock claude-code <file_path>`
+4. **Handoff**: Use `python3 scripts/agent_sync.py note` for collaborative findings.
+
+## 🤝 Project Standards
+Read these BEFORE writing any code:
+- `.agent/rules/plugin_standards.md`
+- `.agent/rules/agent_protocol.md`
+- `COOPERATION.md`

COOPERATION.md

@@ -0,0 +1,33 @@
+# 🤖 Multi-Agent Cooperation Protocol (MACP) v2.1
+
+本项目采用 **SQLite 协作中控 (Agent Hub)** 来管理多个 AI Agent 的并发任务。
+
+## 🚀 核心指令 (Quick Commands)
+使用 `./scripts/macp` 即可快速调用，无需记忆复杂的 Python 参数。
+
+| 指令 | 描述 |
+| :--- | :--- |
+| **`/status`** | 查看全场状态（活跃 Agent、文件锁、任务、研究主题） |
+| **`/study <topic> <desc>`** | **一键发起联合研究**。广播主题并通知所有 Agent 进入研究状态。 |
+| **`/summon <agent> <task>`** | **定向召唤**。给特定 Agent 派发高优先级任务。 |
+| **`/handover <agent> <msg>`** | **任务接力**。释放当前进度并交棒给下一个 Agent。 |
+| **`/broadcast <msg>`** | **全场广播**。发送紧急通知或状态同步。 |
+| **`/check`** | **收件箱检查**。查看是否有分配给你的待办任务。 |
+| **`/resolve <topic> <result>`** | **归档结论**。结束研究专题并记录最终共识。 |
+| **`/ping`** | **生存检查**。快速查看哪些 Agent 在线。 |
+
+---
+
+## 🛡️ 协作准则
+1. **先查后动**：开始工作前先运行 `./scripts/macp /status`。
+2. **锁即所有权**：修改文件前必须获取锁。
+3. **意图先行**：大型重构建议先通过 `/study` 发起方案讨论。
+4. **及时解锁**：Commit 并 Push 后，请务必 `/handover` 或手动解锁。
+
+## 📁 基础设施
+- **数据库**: `.agent/agent_hub.db` (不要手动编辑)
+- **内核**: `scripts/agent_sync.py`
+- **快捷工具**: `scripts/macp`
+
+---
+*Generated by Claude (Coordinator) in collaboration with Sisyphus & Copilot.*

ISSUE_57_ANALYSIS_REPORT.md

@@ -1,104 +0,0 @@
-# Markdown Normalizer 插件可靠性修复分析报告 (Issue #57)
-
-## 1. 问题背景
-根据 Issue #57 报告，`Markdown Normalizer` 在 v1.2.7 版本中存在数项严重影响可靠性的 Bug，包括错误回滚失效、对内联技术内容的过度转义、配置项不生效以及调试日志潜在的隐私风险。
-
-## 2. 核心处理流程图 (v1.2.8)
-以下流程展示了插件如何在确保“不损坏原始内容”的前提下进行智能修复：
-
-```mermaid
-graph TD
-    Start([开始处理内容]) --> Cache[1. 内存中存入原始快照 Snapshot]
-    Cache --> Logic{进入修复流程}
-
-    subgraph "分层保护逻辑 (Context-Aware)"
-        Logic --> Block[识别并锁定 ``` 代码块]
-        Block --> Inline[识别并锁定 ` 行内代码]
-        Inline --> Math[识别并锁定 $ LaTeX 公式]
-        Math --> Clean[仅对非锁定区域执行转义清理]
-    end
-
-    Clean --> Others[执行其他规则: Thought/Details/Table等]
-    Others --> Check{运行是否报错?}
-
-    Check -- 否 (成功) --> Success[返回修复后的内容]
-    Check -- 是 (失败) --> Rollback[触发回滚: 丢弃所有修改]
-    
-    Rollback --> Original[返回步骤1存储的原始快照]
-    
-    Success --> End([输出结果])
-    Original --> End
-```
-
-## 3. 修复项详细说明
-
-### 2.1 错误回滚机制修复 (Reliability: Error Fallback)
-- **问题**：在 `normalize` 流程中，如果某个清理器抛出异常，返回的是已被部分修改的 `content`，导致输出内容损坏。
-- **技术实现**：
-    ```python
-    def normalize(self, content: str) -> str:
-        original_content = content  # 1. 流程开始前缓存原始快照
-        try:
-            # ... 执行一系列清理步骤 ...
-            return content
-        except Exception as e:
-            # 2. 任何步骤失败，立即记录日志并回滚
-            logger.error(f"Content normalization failed: {e}", exc_info=True)
-            return original_content  # 确保返回的是原始快照
-    ```
-- **验证结果**：通过模拟 `RuntimeError` 验证，插件现在能 100% 回滚至原始状态。
-
-### 2.2 上下文感知的转义保护 (Context-Aware Escaping)
-- **问题**：全局替换导致正文中包含在 `` ` `` 内的代码片段（如正则、Windows 路径）被破坏。
-- **技术实现**：
-    重构后的 `_fix_escape_characters` 采用了 **“分词保护策略”**，通过多层嵌套分割来确保仅在非代码上下文中进行清理：
-    ```python
-    def _fix_escape_characters(self, content: str) -> str:
-        # 层级 1: 以 ``` 分隔代码块
-        parts = content.split("```")
-        for i in range(len(parts)):
-            is_code_block = (i % 2 != 0)
-            if is_code_block and not self.config.enable_escape_fix_in_code_blocks:
-                continue # 默认跳过代码块
-
-            if not is_code_block:
-                # 层级 2: 在非代码块正文中，以 ` 分隔内联代码
-                inline_parts = parts[i].split("`")
-                for k in range(0, len(inline_parts), 2): # 仅处理非内联代码部分
-                    # 层级 3: 在非内联代码中，以 $ 分隔 LaTeX 公式
-                    sub_parts = inline_parts[k].split("$")
-                    for j in range(0, len(sub_parts), 2):
-                        # 最终：仅在确认为“纯文本”的部分执行 clean_text
-                        sub_parts[j] = clean_text(sub_parts[j])
-                    inline_parts[k] = "$".join(sub_parts)
-                parts[i] = "`".join(inline_parts)
-            else:
-                parts[i] = clean_text(parts[i])
-        return "```".join(parts)
-    ```
-- **验证结果**：测试用例 `Regex: [\n\r]` 和 `C:\Windows` 在正文中保持原样，而普通文本中的 `\\n` 被正确转换。
-
-### 2.3 配置项激活 (Configuration Enforcement)
-- **问题**：`enable_escape_fix_in_code_blocks` 开关在代码中被定义但未被逻辑引用。
-- **修复方案**：在 `_fix_escape_characters` 处理流程中加入对该开关的判断。
-- **验证结果**：当开关关闭（默认）时，代码块内容保持不变；开启时，代码块内执行转义修复。
-
-### 2.4 默认日志策略调整 (Privacy & Performance)
-- **问题**：`show_debug_log` 默认为 `True`，且会将原始内容打印到浏览器控制台。
-- **修复方案**：将默认值改为 `False`。
-- **验证结果**：新安装或默认配置下不再主动输出全量日志，仅在用户显式开启时用于调试。
-
-## 3. 综合测试覆盖
-已建立 `comprehensive_test_markdown_normalizer.py` 测试脚本，覆盖以下场景：
-1. **异常抛出回滚**：确保插件“不破坏”原始内容。
-2. **内联代码保护**：验证正则和路径字符串的完整性。
-3. **代码块开关控制**：验证配置项的有效性。
-4. **LaTeX 命令回归测试**：确保 `\times`, `\theta` 等命令不被误触。
-5. **复杂嵌套结构**：验证包含 Thought 标签、列表、内联代码及代码块的混合文本处理。
-
-## 4. 结论
-`Markdown Normalizer v1.2.8` 已解决 Issue #57 提出的所有核心可靠性问题。插件现在具备“不损坏内容”的防御性编程能力，并能更智能地感知 Markdown 上下文。
-
----
-**报告日期**：2026-03-08
-**修复版本**：v1.2.8

ISSUE_57_REPLY.md

@@ -1,12 +0,0 @@
-# Reply to Issue #57
-
-I have addressed these issues in **v1.2.8** with a focus on reliability and a "Safe-by-Default" approach:
-
-1. **Robust Error Rollback (Items 1, 4, 5)**: I implemented a full `try...except` wrapper. If any error occurs during normalization, the plugin now returns the **100% original text**. This ensures that the output is never partially modified or corrupted.
-2. **Conservative Escaping (Item 2)**: To avoid breaking technical content like regex or paths, the escape fixer now strictly skips all code blocks, inline code, and LaTeX formulas by default. I have shifted toward an "opt-in" model where aggressive cleaning is disabled unless specifically requested.
-3. **Fixed Configuration (Item 3)**: The `enable_escape_fix_in_code_blocks` Valve was intended to handle escaping within code blocks (e.g., for fixing flat SQL output), but there was a bug preventing it from being applied. I have fixed this, and the setting is now fully functional.
-4. **Privacy & Reliability**: I have changed the default for `show_debug_log` to `False`. While it was previously enabled by default to help gather feedback and squash bugs during the initial development phase, the plugin has now undergone multiple iterations and reliability enhancements (including the new tiered protection and rollback mechanisms), making it stable enough for a "silent" and private default operation.
-
-**Recommendation**: If you encounter SQL or data blocks that appear on a single line, you can now manually enable `enable_escape_fix_in_code_blocks` in the Valves to fix them safely.
-
-Please update to the latest version via [OpenWebUI Community](https://openwebui.com/functions/baaa8732-9348-40b7-8359-7e009660e23c). Thank you for your valuable feedback!

README.md

@@ -23,12 +23,12 @@ A collection of enhancements, plugins, and prompts for [open-webui](https://gith
 ### 🔥 Top 6 Popular Plugins
 | Rank | Plugin | Version | Downloads | Views | 📅 Updated |
 | :---: | :--- | :---: | :---: | :---: | :---: |
-| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![p1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_dl.json&style=flat) | ![p1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![p1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_dl.json&style=flat) | ![p1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--28-gray?style=flat) |
-| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![p2_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_dl.json&style=flat) | ![p2_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![p2_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_dl.json&style=flat) | ![p2_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--13-gray?style=flat) |
-| 🥉 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | ![v](https://img.shields.io/badge/v-1.2.7-blue?style=flat) | ![p3_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_dl.json&style=flat) | ![p3_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 🥉 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | ![v](https://img.shields.io/badge/v-1.2.8-blue?style=flat) | ![p3_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_dl.json&style=flat) | ![p3_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--09-gray?style=flat) |
-| 4️⃣ | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![p4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_dl.json&style=flat) | ![p4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 4️⃣ | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![p4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_dl.json&style=flat) | ![p4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--13-gray?style=flat) |
-| 5️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | ![v](https://img.shields.io/badge/v-1.4.0-blue?style=flat) | ![p5_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_dl.json&style=flat) | ![p5_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--09-gray?style=flat) |
+| 5️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | ![v](https://img.shields.io/badge/v-1.4.1-blue?style=flat) | ![p5_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_dl.json&style=flat) | ![p5_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--11-gray?style=flat) |
-| 6️⃣ | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![p6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_dl.json&style=flat) | ![p6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 6️⃣ | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![p6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_dl.json&style=flat) | ![p6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--01--28-gray?style=flat) |
 
 ### 📈 Total Downloads Trend
 ![Activity](https://gist.githubusercontent.com/Fu-Jie/db3d95687075a880af6f1fba76d679c6/raw/chart.svg)
@@ -163,13 +163,6 @@ For code examples, please check the `docs/examples/` directory.
 
 This project is a collection of resources and does not require a Python environment. Simply download the files you need and import them into your OpenWebUI instance.
 
-### Using Prompts
-
-1. Browse the `/prompts` directory and select a prompt file (`.md`).
-2. Copy the file content.
-3. In the OpenWebUI chat interface, click the "Prompt" button above the input box.
-4. Paste the content and save.
-
 ### Using Plugins
 
 1. **Install from OpenWebUI Community (Recommended)**:
@@ -177,11 +170,14 @@ This project is a collection of resources and does not require a Python environm
    - Browse the plugins and select the one you like.
    - Click "Get" to import it directly into your OpenWebUI instance.
 
-2. **Manual Installation**:
+2. **Quick Install All Plugins**: To install all plugins to your local OpenWebUI instance at once, clone this repo and run `python scripts/install_all_plugins.py` after configuring your API key in `.env` — see [Deployment Guide](./scripts/DEPLOYMENT_GUIDE.md) for details.
-   - Browse the `/plugins` directory and download the plugin file (`.py`) you need.
+
-   - Go to OpenWebUI **Admin Panel** -> **Settings** -> **Plugins**.
+### Using Prompts
-   - Click the upload button and select the `.py` file you just downloaded.
+
-   - Once uploaded, refresh the page to enable the plugin in your chat settings or toolbar.
+1. Browse the `/prompts` directory and select a prompt file (`.md`).
+2. Copy the file content.
+3. In the OpenWebUI chat interface, click the "Prompt" button above the input box.
+4. Paste the content and save.
 
 ### Contributing
 

README_CN.md

@@ -20,12 +20,12 @@ OpenWebUI 增强功能集合。包含个人开发与收集的插件、提示词
 ### 🔥 热门插件 Top 6
 | 排名 | 插件 | 版本 | 下载 | 浏览 | 📅 更新 |
 | :---: | :--- | :---: | :---: | :---: | :---: |
-| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![p1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_dl.json&style=flat) | ![p1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![p1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_dl.json&style=flat) | ![p1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--28-gray?style=flat) |
-| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![p2_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_dl.json&style=flat) | ![p2_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![p2_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_dl.json&style=flat) | ![p2_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--13-gray?style=flat) |
-| 🥉 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | ![v](https://img.shields.io/badge/v-1.2.7-blue?style=flat) | ![p3_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_dl.json&style=flat) | ![p3_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 🥉 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | ![v](https://img.shields.io/badge/v-1.2.8-blue?style=flat) | ![p3_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_dl.json&style=flat) | ![p3_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--09-gray?style=flat) |
-| 4️⃣ | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![p4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_dl.json&style=flat) | ![p4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 4️⃣ | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![p4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_dl.json&style=flat) | ![p4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--13-gray?style=flat) |
-| 5️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | ![v](https://img.shields.io/badge/v-1.4.0-blue?style=flat) | ![p5_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_dl.json&style=flat) | ![p5_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--09-gray?style=flat) |
+| 5️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | ![v](https://img.shields.io/badge/v-1.4.1-blue?style=flat) | ![p5_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_dl.json&style=flat) | ![p5_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--11-gray?style=flat) |
-| 6️⃣ | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![p6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_dl.json&style=flat) | ![p6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--03--08-gray?style=flat) |
+| 6️⃣ | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![p6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_dl.json&style=flat) | ![p6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--01--28-gray?style=flat) |
 
 ### 📈 总下载量累计趋势
 ![Activity](https://gist.githubusercontent.com/Fu-Jie/db3d95687075a880af6f1fba76d679c6/raw/chart.svg)
@@ -166,4 +166,20 @@ Open WebUI 的前端增强扩展：
 
 本项目是一个资源集合，无需安装 Python 环境。你只需要下载对应的文件并导入到你的 OpenWebUI 实例中即可。
 
+### 使用插件
+
+1. **从官方社区安装（推荐）**：
+   - 访问我的主页：[Fu-Jie 的个人页面](https://openwebui.com/u/Fu-Jie)
+   - 浏览插件并选择你喜欢的
+   - 点击"Get"按钮直接导入到你的 OpenWebUI 实例
+
+2. **快速安装所有插件**：如果想一次性安装此项目中的所有插件到本地 OpenWebUI 实例，克隆此仓库后运行 `python scripts/install_all_plugins.py`，并在 `.env` 中配置好 API 密钥，详见 [部署指南](./scripts/DEPLOYMENT_GUIDE.md)。
+
+### 使用提示词
+
+1. 浏览 `/prompts` 目录并选择一个提示词文件（`.md`）。
+2. 复制文件内容。
+3. 在 OpenWebUI 聊天界面中，点击输入框上方的"提示词"按钮。
+4. 粘贴内容并保存。
+
 [贡献指南](./CONTRIBUTING_CN.md) | [更新日志](./CHANGELOG.md)

TEST_CASES_V1.2.8.md

@@ -1,99 +0,0 @@
-# Markdown Normalizer v1.2.8 测试用例集
-
-您可以将以下内容逐个复制到 OpenWebUI 的聊天框中，以验证插件的各项修复功能。
-
----
-
-## 用例 1：验证 SQL 代码块换行修复 (需要手动开启配置)
-
-**测试目的**：验证 `enable_escape_fix_in_code_blocks` 开关是否生效。
-**前提条件**：请先在插件 Valves 设置中将 `enable_escape_fix_in_code_blocks` 设置为 **开启 (True)**。
-
-**复制以下内容：**
-```text
-请帮我美化这段 SQL 的排版，使其恢复正常换行：
-
-```sql
-SELECT * \n FROM users \n WHERE status = 'active' \n AND created_at > '2024-01-01' \n ORDER BY id DESC;
-```
-```
-
-**预期效果**：SQL 代码块内的 `\n` 消失，变为整齐的多行 SQL 语句。
-
----
-
-## 用例 2：验证上下文感知保护 (防止误伤技术内容)
-
-**测试目的**：验证插件是否能准确识别“纯文本”和“代码区域”，只修复该修复的地方。
-**配置要求**：默认配置即可。
-
-**复制以下内容：**
-```text
-这是一个综合测试用例。
-
-1. 普通文本修复测试：
-这是第一行\\n这是第二行（你应该看到这里发生了换行）。
-
-2. 行内代码保护测试（不应被修改）：
-- 正则表达式：`[\n\r\t]`
-- Windows 路径：`C:\Windows\System32\drivers\etc\hosts`
-- 转义测试：`\\n` 应该保持字面量。
-
-3. LaTeX 命令保护测试：
-这里的数学公式 $\times \theta \nu \sum$ 应该渲染正常，反斜杠不应被修掉。
-
-4. 现代 LaTeX 定界符转换：
-\[ E = mc^2 \]
-（上面这行应该被自动转换为 $$ 包围的块级公式）
-```
-
-**预期效果**：
-- 第一部分的 `\\n` 成功换行。
-- 第二部分反引号 `` ` `` 里的内容原封不动。
-- 第三部分的希腊字母公式渲染正常。
-- 第四部分的 `\[` 变成了 `$$` 且能正常显示公式。
-
----
-
-## 用例 3：验证思维链与详情标签规范化
-
-**测试目的**：验证对 `<thought>` 和 `<details>` 标签的排版优化。
-
-**复制以下内容：**
-```text
-<thinking>
-这是一个正在思考的思维链。
-</thinking>
-<details>
-<summary>点击查看详情</summary>
-这里的排版通常容易出错。
-</details>
-紧接着详情标签的文字（应该和上面有空行隔开）。
-```
-
-**预期效果**：
-- `<thinking>` 标签被统一为 `<thought>`。
-- `</details>` 标签下方自动注入了空行，防止与正文粘连导致渲染失效。
-
----
-
-## 用例 4：极端压力与回滚测试 (稳定性验证)
-
-**测试目的**：模拟复杂嵌套环境，验证 100% 回滚机制。
-
-**复制以下内容：**
-```text
-尝试混合所有复杂元素：
-- 列表项 1
-- 列表项 2 with `inline \\n code`
-- $ \text{Math } \alpha $
-```sql
--- SQL with nested issue
-SELECT 'literal \n string' FROM `table`;
-```
-<thought>End of test</thought>
-```
-
-**预期效果**：
-- 无论内部处理逻辑多么复杂，插件都应保证输出稳定的结果。
-- 如果模拟任何内部崩溃（技术人员可用），消息会回滚至此原始文本，不会导致页面白屏。

ai-tabs.sh

@@ -0,0 +1,139 @@
+#!/bin/bash
+# ==============================================================================
+# ai-tabs - Ultra Orchestrator
+# Version: v1.0.0
+# License: MIT
+# Author: Fu-Jie
+# Description: Batch-launches and orchestrates multiple AI CLI tools as Tabs.
+# ==============================================================================
+
+# 1. Single-Instance Lock
+LOCK_FILE="/tmp/ai_terminal_launch.lock"
+# If lock is less than 10 seconds old, another instance is running. Exit.
+if [ -f "$LOCK_FILE" ]; then
+    LOCK_TIME=$(stat -f %m "$LOCK_FILE")
+    NOW=$(date +%s)
+    if (( NOW - LOCK_TIME < 10 )); then
+        echo "⚠️ Another launch in progress. Skipping to prevent duplicates."
+        exit 0
+    fi
+fi
+touch "$LOCK_FILE"
+trap 'rm -f "$LOCK_FILE"' EXIT
+
+# 2. Configuration & Constants
+INIT_DELAY=4.5
+PASTE_DELAY=0.3
+CMD_CREATION_DELAY=0.3
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PARENT_DIR="$(dirname "$SCRIPT_DIR")"
+
+# Search for .env
+if [ -f "${SCRIPT_DIR}/.env" ]; then
+    ENV_FILE="${SCRIPT_DIR}/.env"
+elif [ -f "${PARENT_DIR}/.env" ]; then
+    ENV_FILE="${PARENT_DIR}/.env"
+fi
+
+# Supported Tools
+SUPPORTED_TOOLS=(
+    "claude:--continue"
+    "opencode:--continue"
+    "gemini:--resume latest"
+    "copilot:--continue"
+    "iflow:--continue"
+    "kilo:--continue"
+)
+
+FOUND_TOOLS_NAMES=()
+FOUND_CMDS=()
+
+# 3. Part A: Load Manual Configuration
+if [ -f "$ENV_FILE" ]; then
+    set -a; source "$ENV_FILE"; set +a
+    for var in $(compgen -v | grep '^TOOL_[0-9]' | sort -V); do
+        TPATH="${!var}"
+        if [ -x "$TPATH" ]; then
+            NAME=$(basename "$TPATH")
+            FLAG="--continue"
+            for item in "${SUPPORTED_TOOLS[@]}"; do
+                [[ "${item%%:*}" == "$NAME" ]] && FLAG="${item#*:}" && break
+            done
+            FOUND_TOOLS_NAMES+=("$NAME")
+            FOUND_CMDS+=("'$TPATH' $FLAG || '$TPATH' || exec \$SHELL")
+        fi
+    done
+fi
+
+# 4. Part B: Automatic Tool Discovery
+for item in "${SUPPORTED_TOOLS[@]}"; do
+    NAME="${item%%:*}"
+    FLAG="${item#*:}"
+    ALREADY_CONFIGURED=false
+    for configured in "${FOUND_TOOLS_NAMES[@]}"; do
+        [[ "$configured" == "$NAME" ]] && ALREADY_CONFIGURED=true && break
+    done
+    [[ "$ALREADY_CONFIGURED" == true ]] && continue
+    TPATH=$(which "$NAME" 2>/dev/null)
+    if [ -z "$TPATH" ]; then
+        SEARCH_PATHS=(
+            "/opt/homebrew/bin/$NAME"
+            "/usr/local/bin/$NAME"
+            "$HOME/.local/bin/$NAME"
+            "$HOME/bin/$NAME"
+            "$HOME/.$NAME/bin/$NAME"
+            "$HOME/.nvm/versions/node/*/bin/$NAME"
+            "$HOME/.npm-global/bin/$NAME"
+            "$HOME/.cargo/bin/$NAME"
+        )
+        for p in "${SEARCH_PATHS[@]}"; do
+            for found_p in $p; do [[ -x "$found_p" ]] && TPATH="$found_p" && break 2; done
+        done
+    fi
+    if [ -n "$TPATH" ]; then
+        FOUND_TOOLS_NAMES+=("$NAME")
+        FOUND_CMDS+=("'$TPATH' $FLAG || '$TPATH' || exec \$SHELL")
+    fi
+done
+
+NUM_FOUND=${#FOUND_CMDS[@]}
+[[ "$NUM_FOUND" -eq 0 ]] && exit 1
+
+# 5. Core Orchestration (Reset + Launch)
+# Using Command Palette automation to avoid the need for manual shortcut binding.
+AS_SCRIPT="tell application \"System Events\"\n"
+
+# Phase A: Creation (Using Command Palette to ensure it opens in Editor Area)
+for ((i=1; i<=NUM_FOUND; i++)); do
+    AS_SCRIPT+="    keystroke \"p\" using {command down, shift down}\n"
+    AS_SCRIPT+="    delay 0.1\n"
+    # Ensure we are searching for the command. Using clipboard for speed and universal language support.
+    AS_SCRIPT+="    set the clipboard to \"Terminal: Create New Terminal in Editor Area\"\n"
+    AS_SCRIPT+="    keystroke \"v\" using {command down}\n"
+    AS_SCRIPT+="    delay 0.1\n"
+    AS_SCRIPT+="    keystroke return\n"
+    AS_SCRIPT+="    delay $CMD_CREATION_DELAY\n"
+done
+
+# Phase B: Warmup
+AS_SCRIPT+="    delay $INIT_DELAY\n"
+
+# Phase C: Command Injection (Reverse)
+for ((i=NUM_FOUND-1; i>=0; i--)); do
+    FULL_CMD="${FOUND_CMDS[$i]}"
+    CLEAN_CMD=$(echo "$FULL_CMD" | sed 's/"/\\"/g')
+    AS_SCRIPT+="    set the clipboard to \"$CLEAN_CMD\"\n"
+    AS_SCRIPT+="    delay 0.1\n"
+    AS_SCRIPT+="    keystroke \"v\" using {command down}\n"
+    AS_SCRIPT+="    delay $PASTE_DELAY\n"
+    AS_SCRIPT+="    keystroke return\n"
+    if [ $i -gt 0 ]; then
+        AS_SCRIPT+="    delay 0.5\n"
+        AS_SCRIPT+="    keystroke \"[\" using {command down, shift down}\n"
+    fi
+done
+AS_SCRIPT+="end tell"
+
+# Execute
+echo -e "$AS_SCRIPT" | osascript
+echo "✨ Ai tabs initialized successfully ($NUM_FOUND tools found)."

docs/badges/downloads.json

@@ -1,7 +1,7 @@
 {
   "schemaVersion": 1,
   "label": "downloads",
-  "message": "7.8k",
+  "message": "8.8k",
   "color": "blue",
   "namedLogo": "openwebui"
 }

docs/badges/followers.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "followers",
-  "message": "315",
+  "message": "344",
   "color": "blue"
 }

docs/badges/points.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "points",
-  "message": "329",
+  "message": "351",
   "color": "orange"
 }

docs/badges/upvotes.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "upvotes",
-  "message": "281",
+  "message": "300",
   "color": "brightgreen"
 }

docs/community-stats.json

@@ -1,19 +1,17 @@
 {
   "total_posts": 27,
-  "total_downloads": 7786,
+  "total_downloads": 8765,
-  "total_views": 82342,
+  "total_views": 92460,
-  "total_upvotes": 281,
+  "total_upvotes": 300,
   "total_downvotes": 4,
-  "total_saves": 398,
+  "total_saves": 431,
-  "total_comments": 63,
+  "total_comments": 73,
   "by_type": {
-    "post": 6,
     "tool": 2,
-    "pipe": 1,
     "filter": 4,
+    "pipe": 1,
     "action": 12,
-    "prompt": 1,
+    "prompt": 1
-    "review": 1
   },
   "posts": [
     {
@@ -23,13 +21,13 @@
       "version": "1.0.0",
       "author": "Fu-Jie",
       "description": "Intelligently analyzes text content and generates interactive mind maps to help users structure and visualize knowledge.",
-      "downloads": 1542,
+      "downloads": 1730,
-      "views": 12996,
+      "views": 14700,
-      "upvotes": 28,
+      "upvotes": 30,
-      "saves": 66,
+      "saves": 67,
-      "comments": 18,
+      "comments": 21,
-      "created_at": "2025-12-30",
+      "created_at": "2025-12-31",
-      "updated_at": "2026-02-27",
+      "updated_at": "2026-02-28",
       "url": "https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a"
     },
     {
@@ -39,10 +37,10 @@
       "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": 1230,
+      "downloads": 1330,
-      "views": 12309,
+      "views": 13250,
-      "upvotes": 25,
+      "upvotes": 27,
-      "saves": 46,
+      "saves": 50,
       "comments": 10,
       "created_at": "2025-12-28",
       "updated_at": "2026-02-13",
@@ -52,16 +50,16 @@
       "title": "Markdown Normalizer",
       "slug": "markdown_normalizer_baaa8732",
       "type": "filter",
-      "version": "1.2.7",
+      "version": "1.2.8",
       "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. Including LaTeX command protection.",
-      "downloads": 719,
+      "downloads": 807,
-      "views": 7704,
+      "views": 8499,
-      "upvotes": 20,
+      "upvotes": 21,
-      "saves": 42,
+      "saves": 44,
       "comments": 5,
       "created_at": "2026-01-12",
-      "updated_at": "2026-03-03",
+      "updated_at": "2026-03-09",
       "url": "https://openwebui.com/posts/markdown_normalizer_baaa8732"
     },
     {
@@ -71,10 +69,10 @@
       "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": 700,
+      "downloads": 767,
-      "views": 5399,
+      "views": 5898,
-      "upvotes": 17,
+      "upvotes": 18,
-      "saves": 37,
+      "saves": 38,
       "comments": 5,
       "created_at": "2026-01-03",
       "updated_at": "2026-02-13",
@@ -84,16 +82,16 @@
       "title": "Async Context Compression",
       "slug": "async_context_compression_b1655bc8",
       "type": "filter",
-      "version": "1.3.0",
+      "version": "1.4.1",
       "author": "Fu-Jie",
       "description": "Reduces token consumption in long conversations while maintaining coherence through intelligent summarization and message compression.",
-      "downloads": 669,
+      "downloads": 760,
-      "views": 6274,
+      "views": 6985,
-      "upvotes": 16,
+      "upvotes": 17,
-      "saves": 47,
+      "saves": 50,
       "comments": 0,
       "created_at": "2025-11-08",
-      "updated_at": "2026-03-03",
+      "updated_at": "2026-03-11",
       "url": "https://openwebui.com/posts/async_context_compression_b1655bc8"
     },
     {
@@ -103,10 +101,10 @@
       "version": "",
       "author": "",
       "description": "",
-      "downloads": 583,
+      "downloads": 666,
-      "views": 6659,
+      "views": 7490,
-      "upvotes": 9,
+      "upvotes": 10,
-      "saves": 17,
+      "saves": 19,
       "comments": 0,
       "created_at": "2026-01-28",
       "updated_at": "2026-01-28",
@@ -119,8 +117,8 @@
       "version": "0.3.7",
       "author": "Fu-Jie",
       "description": "Extracts tables from chat messages and exports them to Excel (.xlsx) files with smart formatting.",
-      "downloads": 563,
+      "downloads": 604,
-      "views": 3153,
+      "views": 3426,
       "upvotes": 11,
       "saves": 11,
       "comments": 0,
@@ -128,20 +126,36 @@
       "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d"
     },
+    {
+      "title": "OpenWebUI Skills Manager Tool",
+      "slug": "openwebui_skills_manager_tool_b4bce8e4",
+      "type": "tool",
+      "version": "0.3.0",
+      "author": "Fu-Jie",
+      "description": "Standalone OpenWebUI tool for managing native Workspace Skills (list/show/install/create/update/delete) for any model.",
+      "downloads": 434,
+      "views": 5597,
+      "upvotes": 8,
+      "saves": 22,
+      "comments": 4,
+      "created_at": "2026-02-28",
+      "updated_at": "2026-03-11",
+      "url": "https://openwebui.com/posts/openwebui_skills_manager_tool_b4bce8e4"
+    },
     {
       "title": "GitHub Copilot Official SDK Pipe",
       "slug": "github_copilot_official_sdk_pipe_ce96f7b4",
       "type": "pipe",
-      "version": "0.9.1",
+      "version": "0.10.0",
       "author": "Fu-Jie",
       "description": "A powerful Agent SDK integration for OpenWebUI. It deeply bridges GitHub Copilot SDK with OpenWebUI's ecosystem, enabling the Agent to autonomously perform intent recognition, web search, and context compaction. It seamlessly reuses your existing Tools, MCP servers, OpenAPI servers, and Skills for a professional, full-featured experience.",
-      "downloads": 335,
+      "downloads": 399,
-      "views": 4905,
+      "views": 5542,
       "upvotes": 16,
-      "saves": 10,
+      "saves": 11,
-      "comments": 6,
+      "comments": 8,
       "created_at": "2026-01-26",
-      "updated_at": "2026-03-03",
+      "updated_at": "2026-03-07",
       "url": "https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4"
     },
     {
@@ -151,31 +165,15 @@
       "version": "0.2.4",
       "author": "Fu-Jie",
       "description": "Quickly generates beautiful flashcards from text, extracting key points and categories.",
-      "downloads": 312,
+      "downloads": 325,
-      "views": 4448,
+      "views": 4650,
       "upvotes": 13,
-      "saves": 20,
+      "saves": 22,
       "comments": 2,
       "created_at": "2025-12-30",
       "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/flash_card_65a2ea8f"
     },
-    {
-      "title": "OpenWebUI Skills Manager Tool",
-      "slug": "openwebui_skills_manager_tool_b4bce8e4",
-      "type": "tool",
-      "version": "",
-      "author": "",
-      "description": "",
-      "downloads": 303,
-      "views": 4265,
-      "upvotes": 7,
-      "saves": 13,
-      "comments": 2,
-      "created_at": "2026-02-28",
-      "updated_at": "2026-03-05",
-      "url": "https://openwebui.com/posts/openwebui_skills_manager_tool_b4bce8e4"
-    },
     {
       "title": "Deep Dive",
       "slug": "deep_dive_c0b846e4",
@@ -183,8 +181,8 @@
       "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": 219,
+      "downloads": 224,
-      "views": 1764,
+      "views": 1852,
       "upvotes": 6,
       "saves": 15,
       "comments": 0,
@@ -199,8 +197,8 @@
       "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": 165,
+      "downloads": 171,
-      "views": 2831,
+      "views": 2974,
       "upvotes": 14,
       "saves": 7,
       "comments": 4,
@@ -215,15 +213,31 @@
       "version": "0.1.0",
       "author": "Fu-Jie",
       "description": "Automatically extracts project rules from conversations and injects them into the folder's system prompt.",
-      "downloads": 112,
+      "downloads": 125,
-      "views": 1992,
+      "views": 2137,
       "upvotes": 7,
-      "saves": 11,
+      "saves": 13,
       "comments": 0,
       "created_at": "2026-01-20",
       "updated_at": "2026-01-20",
       "url": "https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2"
     },
+    {
+      "title": "🧠 Smart Mind Map Tool: Auto-Generate Interactive Knowledge Graphs",
+      "slug": "smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d",
+      "type": "tool",
+      "version": "1.0.0",
+      "author": "Fu-Jie",
+      "description": "Intelligently analyzes text content and generates interactive mind maps to help users structure and visualize knowledge.",
+      "downloads": 100,
+      "views": 2203,
+      "upvotes": 5,
+      "saves": 4,
+      "comments": 0,
+      "created_at": "2026-03-04",
+      "updated_at": "2026-03-05",
+      "url": "https://openwebui.com/posts/smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d"
+    },
     {
       "title": "GitHub Copilot SDK Files Filter",
       "slug": "github_copilot_sdk_files_filter_403a62ee",
@@ -231,13 +245,13 @@
       "version": "0.1.3",
       "author": "Fu-Jie",
       "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.",
-      "downloads": 76,
+      "downloads": 93,
-      "views": 2311,
+      "views": 2452,
       "upvotes": 4,
       "saves": 1,
       "comments": 0,
       "created_at": "2026-02-09",
-      "updated_at": "2026-03-03",
+      "updated_at": "2026-03-04",
       "url": "https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee"
     },
     {
@@ -247,8 +261,8 @@
       "version": "1.5.0",
       "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": 68,
+      "downloads": 71,
-      "views": 1431,
+      "views": 1545,
       "upvotes": 10,
       "saves": 1,
       "comments": 0,
@@ -263,8 +277,8 @@
       "version": "0.9.2",
       "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": 52,
+      "downloads": 53,
-      "views": 761,
+      "views": 789,
       "upvotes": 6,
       "saves": 2,
       "comments": 0,
@@ -279,8 +293,8 @@
       "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": 39,
+      "downloads": 40,
-      "views": 838,
+      "views": 876,
       "upvotes": 7,
       "saves": 5,
       "comments": 0,
@@ -288,22 +302,6 @@
       "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/异步上下文压缩_5c0617cb"
     },
-    {
-      "title": "🧠 Smart Mind Map Tool: Auto-Generate Interactive Knowledge Graphs",
-      "slug": "smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d",
-      "type": "tool",
-      "version": "",
-      "author": "",
-      "description": "",
-      "downloads": 34,
-      "views": 767,
-      "upvotes": 2,
-      "saves": 3,
-      "comments": 0,
-      "created_at": "2026-03-04",
-      "updated_at": "2026-03-05",
-      "url": "https://openwebui.com/posts/smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d"
-    },
     {
       "title": "闪记卡 (Flash Card)",
       "slug": "闪记卡生成插件_4a31eac3",
@@ -312,7 +310,7 @@
       "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": 34,
-      "views": 888,
+      "views": 917,
       "upvotes": 7,
       "saves": 1,
       "comments": 0,
@@ -327,8 +325,8 @@
       "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": 31,
+      "downloads": 32,
-      "views": 647,
+      "views": 678,
       "upvotes": 5,
       "saves": 1,
       "comments": 0,
@@ -339,62 +337,62 @@
     {
       "title": "An Unconventional Use of Open Terminal ⚡",
       "slug": "an_unconventional_use_of_open_terminal_35498f8f",
-      "type": "post",
+      "type": "action",
       "version": "",
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 14,
+      "views": 3009,
-      "upvotes": 1,
+      "upvotes": 7,
-      "saves": 0,
+      "saves": 1,
-      "comments": 0,
+      "comments": 2,
-      "created_at": "2026-03-06",
+      "created_at": "2026-03-07",
-      "updated_at": "2026-03-06",
+      "updated_at": "2026-03-07",
       "url": "https://openwebui.com/posts/an_unconventional_use_of_open_terminal_35498f8f"
     },
     {
       "title": "🚀 GitHub Copilot SDK Pipe v0.9.0: Skills & RichUI",
       "slug": "github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452",
-      "type": "post",
+      "type": "pipe",
       "version": "",
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 1585,
+      "views": 1762,
       "upvotes": 5,
       "saves": 1,
       "comments": 0,
-      "created_at": "2026-02-27",
+      "created_at": "2026-02-28",
       "updated_at": "2026-02-28",
       "url": "https://openwebui.com/posts/github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452"
     },
     {
       "title": "🚀 GitHub Copilot SDK Pipe v0.7.0: Skills & Rich UI 🛠️",
       "slug": "github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131",
-      "type": "post",
+      "type": "pipe",
       "version": "",
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 2608,
+      "views": 2758,
       "upvotes": 8,
       "saves": 4,
       "comments": 1,
-      "created_at": "2026-02-22",
+      "created_at": "2026-02-23",
       "updated_at": "2026-02-28",
       "url": "https://openwebui.com/posts/github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131"
     },
     {
       "title": "🚀 GitHub Copilot SDK Pipe: AI That Executes, Not Just Talks",
       "slug": "github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293",
-      "type": "post",
+      "type": "pipe",
       "version": "",
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 2390,
+      "views": 2430,
       "upvotes": 7,
-      "saves": 4,
+      "saves": 5,
       "comments": 0,
       "created_at": "2026-02-10",
       "updated_at": "2026-02-10",
@@ -403,17 +401,17 @@
     {
       "title": "🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager",
       "slug": "open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e",
-      "type": "post",
+      "type": "action",
       "version": "",
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 1915,
+      "views": 1989,
-      "upvotes": 12,
+      "upvotes": 13,
-      "saves": 21,
+      "saves": 23,
-      "comments": 8,
+      "comments": 9,
       "created_at": "2026-01-25",
-      "updated_at": "2026-01-28",
+      "updated_at": "2026-01-29",
       "url": "https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e"
     },
     {
@@ -424,7 +422,7 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 251,
+      "views": 263,
       "upvotes": 2,
       "saves": 0,
       "comments": 0,
@@ -435,14 +433,14 @@
     {
       "title": " 🛠️ Debug Open WebUI Plugins in Your Browser",
       "slug": "debug_open_webui_plugins_in_your_browser_81bf7960",
-      "type": "post",
+      "type": "action",
       "version": "",
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 1549,
+      "views": 1579,
       "upvotes": 16,
-      "saves": 12,
+      "saves": 13,
       "comments": 2,
       "created_at": "2026-01-10",
       "updated_at": "2026-01-10",
@@ -454,11 +452,11 @@
     "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": 315,
+    "followers": 344,
     "following": 6,
-    "total_points": 329,
+    "total_points": 351,
-    "post_points": 279,
+    "post_points": 298,
-    "comment_points": 50,
+    "comment_points": 53,
-    "contributions": 59
+    "contributions": 66
   }
 }

docs/community-stats.json.old

@@ -0,0 +1,464 @@
+{
+  "total_posts": 27,
+  "total_downloads": 7786,
+  "total_views": 82342,
+  "total_upvotes": 281,
+  "total_downvotes": 4,
+  "total_saves": 398,
+  "total_comments": 63,
+  "by_type": {
+    "post": 6,
+    "tool": 2,
+    "pipe": 1,
+    "filter": 4,
+    "action": 12,
+    "prompt": 1,
+    "review": 1
+  },
+  "posts": [
+    {
+      "title": "Smart Mind Map",
+      "slug": "turn_any_text_into_beautiful_mind_maps_3094c59a",
+      "type": "action",
+      "version": "1.0.0",
+      "author": "Fu-Jie",
+      "description": "Intelligently analyzes text content and generates interactive mind maps to help users structure and visualize knowledge.",
+      "downloads": 1542,
+      "views": 12996,
+      "upvotes": 28,
+      "saves": 66,
+      "comments": 18,
+      "created_at": "2025-12-30",
+      "updated_at": "2026-02-27",
+      "url": "https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a"
+    },
+    {
+      "title": "Smart Infographic",
+      "slug": "smart_infographic_ad6f0c7f",
+      "type": "action",
+      "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": 1230,
+      "views": 12309,
+      "upvotes": 25,
+      "saves": 46,
+      "comments": 10,
+      "created_at": "2025-12-28",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/smart_infographic_ad6f0c7f"
+    },
+    {
+      "title": "Markdown Normalizer",
+      "slug": "markdown_normalizer_baaa8732",
+      "type": "filter",
+      "version": "1.2.7",
+      "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. Including LaTeX command protection.",
+      "downloads": 719,
+      "views": 7704,
+      "upvotes": 20,
+      "saves": 42,
+      "comments": 5,
+      "created_at": "2026-01-12",
+      "updated_at": "2026-03-03",
+      "url": "https://openwebui.com/posts/markdown_normalizer_baaa8732"
+    },
+    {
+      "title": "Export to Word Enhanced",
+      "slug": "export_to_word_enhanced_formatting_fca6a315",
+      "type": "action",
+      "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": 700,
+      "views": 5399,
+      "upvotes": 17,
+      "saves": 37,
+      "comments": 5,
+      "created_at": "2026-01-03",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315"
+    },
+    {
+      "title": "Async Context Compression",
+      "slug": "async_context_compression_b1655bc8",
+      "type": "filter",
+      "version": "1.3.0",
+      "author": "Fu-Jie",
+      "description": "Reduces token consumption in long conversations while maintaining coherence through intelligent summarization and message compression.",
+      "downloads": 669,
+      "views": 6274,
+      "upvotes": 16,
+      "saves": 47,
+      "comments": 0,
+      "created_at": "2025-11-08",
+      "updated_at": "2026-03-03",
+      "url": "https://openwebui.com/posts/async_context_compression_b1655bc8"
+    },
+    {
+      "title": "AI Task Instruction Generator",
+      "slug": "ai_task_instruction_generator_9bab8b37",
+      "type": "prompt",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 583,
+      "views": 6659,
+      "upvotes": 9,
+      "saves": 17,
+      "comments": 0,
+      "created_at": "2026-01-28",
+      "updated_at": "2026-01-28",
+      "url": "https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37"
+    },
+    {
+      "title": "Export to Excel",
+      "slug": "export_mulit_table_to_excel_244b8f9d",
+      "type": "action",
+      "version": "0.3.7",
+      "author": "Fu-Jie",
+      "description": "Extracts tables from chat messages and exports them to Excel (.xlsx) files with smart formatting.",
+      "downloads": 563,
+      "views": 3153,
+      "upvotes": 11,
+      "saves": 11,
+      "comments": 0,
+      "created_at": "2025-05-30",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d"
+    },
+    {
+      "title": "GitHub Copilot Official SDK Pipe",
+      "slug": "github_copilot_official_sdk_pipe_ce96f7b4",
+      "type": "pipe",
+      "version": "0.9.1",
+      "author": "Fu-Jie",
+      "description": "A powerful Agent SDK integration for OpenWebUI. It deeply bridges GitHub Copilot SDK with OpenWebUI's ecosystem, enabling the Agent to autonomously perform intent recognition, web search, and context compaction. It seamlessly reuses your existing Tools, MCP servers, OpenAPI servers, and Skills for a professional, full-featured experience.",
+      "downloads": 335,
+      "views": 4905,
+      "upvotes": 16,
+      "saves": 10,
+      "comments": 6,
+      "created_at": "2026-01-26",
+      "updated_at": "2026-03-03",
+      "url": "https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4"
+    },
+    {
+      "title": "Flash Card",
+      "slug": "flash_card_65a2ea8f",
+      "type": "action",
+      "version": "0.2.4",
+      "author": "Fu-Jie",
+      "description": "Quickly generates beautiful flashcards from text, extracting key points and categories.",
+      "downloads": 312,
+      "views": 4448,
+      "upvotes": 13,
+      "saves": 20,
+      "comments": 2,
+      "created_at": "2025-12-30",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/flash_card_65a2ea8f"
+    },
+    {
+      "title": "OpenWebUI Skills Manager Tool",
+      "slug": "openwebui_skills_manager_tool_b4bce8e4",
+      "type": "tool",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 303,
+      "views": 4265,
+      "upvotes": 7,
+      "saves": 13,
+      "comments": 2,
+      "created_at": "2026-02-28",
+      "updated_at": "2026-03-05",
+      "url": "https://openwebui.com/posts/openwebui_skills_manager_tool_b4bce8e4"
+    },
+    {
+      "title": "Deep Dive",
+      "slug": "deep_dive_c0b846e4",
+      "type": "action",
+      "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": 219,
+      "views": 1764,
+      "upvotes": 6,
+      "saves": 15,
+      "comments": 0,
+      "created_at": "2026-01-08",
+      "updated_at": "2026-01-08",
+      "url": "https://openwebui.com/posts/deep_dive_c0b846e4"
+    },
+    {
+      "title": "导出为Word增强版",
+      "slug": "导出为_word_支持公式流程图表格和代码块_8a6306c0",
+      "type": "action",
+      "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": 165,
+      "views": 2831,
+      "upvotes": 14,
+      "saves": 7,
+      "comments": 4,
+      "created_at": "2026-01-04",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0"
+    },
+    {
+      "title": "📂 Folder Memory – Auto-Evolving Project Context",
+      "slug": "folder_memory_auto_evolving_project_context_4a9875b2",
+      "type": "filter",
+      "version": "0.1.0",
+      "author": "Fu-Jie",
+      "description": "Automatically extracts project rules from conversations and injects them into the folder's system prompt.",
+      "downloads": 112,
+      "views": 1992,
+      "upvotes": 7,
+      "saves": 11,
+      "comments": 0,
+      "created_at": "2026-01-20",
+      "updated_at": "2026-01-20",
+      "url": "https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2"
+    },
+    {
+      "title": "GitHub Copilot SDK Files Filter",
+      "slug": "github_copilot_sdk_files_filter_403a62ee",
+      "type": "filter",
+      "version": "0.1.3",
+      "author": "Fu-Jie",
+      "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.",
+      "downloads": 76,
+      "views": 2311,
+      "upvotes": 4,
+      "saves": 1,
+      "comments": 0,
+      "created_at": "2026-02-09",
+      "updated_at": "2026-03-03",
+      "url": "https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee"
+    },
+    {
+      "title": "智能信息图",
+      "slug": "智能信息图_e04a48ff",
+      "type": "action",
+      "version": "1.5.0",
+      "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": 68,
+      "views": 1431,
+      "upvotes": 10,
+      "saves": 1,
+      "comments": 0,
+      "created_at": "2025-12-28",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/智能信息图_e04a48ff"
+    },
+    {
+      "title": "思维导图",
+      "slug": "智能生成交互式思维导图帮助用户可视化知识_8d4b097b",
+      "type": "action",
+      "version": "0.9.2",
+      "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": 52,
+      "views": 761,
+      "upvotes": 6,
+      "saves": 2,
+      "comments": 0,
+      "created_at": "2025-12-31",
+      "updated_at": "2026-02-13",
+      "url": "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"
+    },
+    {
+      "title": "异步上下文压缩",
+      "slug": "异步上下文压缩_5c0617cb",
+      "type": "action",
+      "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": 39,
+      "views": 838,
+      "upvotes": 7,
+      "saves": 5,
+      "comments": 0,
+      "created_at": "2025-11-08",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/异步上下文压缩_5c0617cb"
+    },
+    {
+      "title": "🧠 Smart Mind Map Tool: Auto-Generate Interactive Knowledge Graphs",
+      "slug": "smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d",
+      "type": "tool",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 34,
+      "views": 767,
+      "upvotes": 2,
+      "saves": 3,
+      "comments": 0,
+      "created_at": "2026-03-04",
+      "updated_at": "2026-03-05",
+      "url": "https://openwebui.com/posts/smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d"
+    },
+    {
+      "title": "闪记卡 (Flash Card)",
+      "slug": "闪记卡生成插件_4a31eac3",
+      "type": "action",
+      "version": "0.2.4",
+      "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": 34,
+      "views": 888,
+      "upvotes": 7,
+      "saves": 1,
+      "comments": 0,
+      "created_at": "2025-12-30",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/闪记卡生成插件_4a31eac3"
+    },
+    {
+      "title": "精读",
+      "slug": "精读_99830b0f",
+      "type": "action",
+      "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": 31,
+      "views": 647,
+      "upvotes": 5,
+      "saves": 1,
+      "comments": 0,
+      "created_at": "2026-01-08",
+      "updated_at": "2026-01-08",
+      "url": "https://openwebui.com/posts/精读_99830b0f"
+    },
+    {
+      "title": "An Unconventional Use of Open Terminal ⚡",
+      "slug": "an_unconventional_use_of_open_terminal_35498f8f",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 14,
+      "upvotes": 1,
+      "saves": 0,
+      "comments": 0,
+      "created_at": "2026-03-06",
+      "updated_at": "2026-03-06",
+      "url": "https://openwebui.com/posts/an_unconventional_use_of_open_terminal_35498f8f"
+    },
+    {
+      "title": "🚀 GitHub Copilot SDK Pipe v0.9.0: Skills & RichUI",
+      "slug": "github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 1585,
+      "upvotes": 5,
+      "saves": 1,
+      "comments": 0,
+      "created_at": "2026-02-27",
+      "updated_at": "2026-02-28",
+      "url": "https://openwebui.com/posts/github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452"
+    },
+    {
+      "title": "🚀 GitHub Copilot SDK Pipe v0.7.0: Skills & Rich UI 🛠️",
+      "slug": "github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 2608,
+      "upvotes": 8,
+      "saves": 4,
+      "comments": 1,
+      "created_at": "2026-02-22",
+      "updated_at": "2026-02-28",
+      "url": "https://openwebui.com/posts/github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131"
+    },
+    {
+      "title": "🚀 GitHub Copilot SDK Pipe: AI That Executes, Not Just Talks",
+      "slug": "github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 2390,
+      "upvotes": 7,
+      "saves": 4,
+      "comments": 0,
+      "created_at": "2026-02-10",
+      "updated_at": "2026-02-10",
+      "url": "https://openwebui.com/posts/github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293"
+    },
+    {
+      "title": "🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager",
+      "slug": "open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 1915,
+      "upvotes": 12,
+      "saves": 21,
+      "comments": 8,
+      "created_at": "2026-01-25",
+      "updated_at": "2026-01-28",
+      "url": "https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e"
+    },
+    {
+      "title": "Review of Claude Haiku 4.5",
+      "slug": "review_of_claude_haiku_45_41b0db39",
+      "type": "review",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 251,
+      "upvotes": 2,
+      "saves": 0,
+      "comments": 0,
+      "created_at": "2026-01-14",
+      "updated_at": "2026-01-14",
+      "url": "https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39"
+    },
+    {
+      "title": " 🛠️ Debug Open WebUI Plugins in Your Browser",
+      "slug": "debug_open_webui_plugins_in_your_browser_81bf7960",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 1549,
+      "upvotes": 16,
+      "saves": 12,
+      "comments": 2,
+      "created_at": "2026-01-10",
+      "updated_at": "2026-01-10",
+      "url": "https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960"
+    }
+  ],
+  "user": {
+    "username": "Fu-Jie",
+    "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": 315,
+    "following": 6,
+    "total_points": 329,
+    "post_points": 279,
+    "comment_points": 50,
+    "contributions": 59
+  }
+}

docs/community-stats.md

@@ -8,7 +8,7 @@
 > *Blue: Downloads | Purple: Views (Real-time dynamic)*
 
 ### 📂 Content Distribution
-![Distribution](https://kroki.io/mermaid/svg/eNoryExVKMksyUlVUArIKU3PzFMIqSxILVZwySwuKcpMKi3JzM9T4lIAAqWC_OISJQUrBTMItyQ_PwfENYLKZhakgriGEG5aZk5JahFIwAQikJgMNgqkAqajKD-3oARJT1FqWWZqOVgAALS1J50=)
+![Distribution](https://kroki.io/mermaid/svg/eNoty7ENgDAMRNGeKSxvAKKiZgAKFgBkkCUTW4lTsD0k4br_pDMmcHYhwEXyxQHWxyjBzMkj79lZA3bwDV1VECYYWp4sTrHA2MDYqGTfcjvqt8D_sKi3eZUXTEQgTg==)
 
 
 ## 📈 Overview
@@ -25,42 +25,40 @@
 
 ## 📂 By Type
 
-- ![post](https://img.shields.io/badge/post-6-blue)
 - ![tool](https://img.shields.io/badge/tool-2-teal)
-- ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
 - ![filter](https://img.shields.io/badge/filter-4-brightgreen)
+- ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
 - ![action](https://img.shields.io/badge/action-12-orange)
 - ![prompt](https://img.shields.io/badge/prompt-1-lightgrey)
-- ![review](https://img.shields.io/badge/review-1-yellow)
 
 ## 📋 Posts List
 
 | 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 | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_dl.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_vw.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_up.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_sv.json&style=flat) | 2026-02-27 |
+| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_dl.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_vw.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_up.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_sv.json&style=flat) | 2026-02-28 |
 | 2 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![post_376135b87514e63570283b2057459b1f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_dl.json&style=flat) | ![post_376135b87514e63570283b2057459b1f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_vw.json&style=flat) | ![post_376135b87514e63570283b2057459b1f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_up.json&style=flat) | ![post_376135b87514e63570283b2057459b1f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_sv.json&style=flat) | 2026-02-13 |
-| 3 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | filter | ![v](https://img.shields.io/badge/v-1.2.7-blue?style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_dl.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_vw.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_up.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_sv.json&style=flat) | 2026-03-03 |
+| 3 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | filter | ![v](https://img.shields.io/badge/v-1.2.8-blue?style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_dl.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_vw.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_up.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_sv.json&style=flat) | 2026-03-09 |
 | 4 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![post_dc072f01690dc8293384153dc0231d05_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_dl.json&style=flat) | ![post_dc072f01690dc8293384153dc0231d05_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_vw.json&style=flat) | ![post_dc072f01690dc8293384153dc0231d05_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_up.json&style=flat) | ![post_dc072f01690dc8293384153dc0231d05_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_sv.json&style=flat) | 2026-02-13 |
-| 5 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | filter | ![v](https://img.shields.io/badge/v-1.3.0-blue?style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_dl.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_vw.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_up.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_sv.json&style=flat) | 2026-03-03 |
+| 5 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | filter | ![v](https://img.shields.io/badge/v-1.4.1-blue?style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_dl.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_vw.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_up.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_sv.json&style=flat) | 2026-03-11 |
 | 6 | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | prompt | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_dl.json&style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_vw.json&style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_up.json&style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_sv.json&style=flat) | 2026-01-28 |
 | 7 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | ![v](https://img.shields.io/badge/v-0.3.7-blue?style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_dl.json&style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_vw.json&style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_up.json&style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_sv.json&style=flat) | 2026-02-13 |
-| 8 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | ![v](https://img.shields.io/badge/v-0.9.1-blue?style=flat) | ![post_aef940e01073e811a311c3a443d9c149_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_dl.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_vw.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_up.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_sv.json&style=flat) | 2026-03-03 |
+| 8 | [OpenWebUI Skills Manager Tool](https://openwebui.com/posts/openwebui_skills_manager_tool_b4bce8e4) | tool | ![v](https://img.shields.io/badge/v-0.3.0-blue?style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_dl.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_vw.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_up.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_sv.json&style=flat) | 2026-03-11 |
-| 9 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | ![v](https://img.shields.io/badge/v-0.2.4-blue?style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_up.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv.json&style=flat) | 2026-02-13 |
+| 9 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | ![v](https://img.shields.io/badge/v-0.10.0-blue?style=flat) | ![post_aef940e01073e811a311c3a443d9c149_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_dl.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_vw.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_up.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_sv.json&style=flat) | 2026-03-07 |
-| 10 | [OpenWebUI Skills Manager Tool](https://openwebui.com/posts/openwebui_skills_manager_tool_b4bce8e4) | tool | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_dl.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_vw.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_up.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_sv.json&style=flat) | 2026-03-05 |
+| 10 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | ![v](https://img.shields.io/badge/v-0.2.4-blue?style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_up.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv.json&style=flat) | 2026-02-13 |
 | 11 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_dl.json&style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_vw.json&style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_up.json&style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_sv.json&style=flat) | 2026-01-08 |
 | 12 | [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 | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_dl.json&style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_vw.json&style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_up.json&style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_sv.json&style=flat) | 2026-02-13 |
 | 13 | [📂 Folder Memory – Auto-Evolving Project Context](https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2) | filter | ![v](https://img.shields.io/badge/v-0.1.0-blue?style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_dl.json&style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_vw.json&style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_up.json&style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_sv.json&style=flat) | 2026-01-20 |
-| 14 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.3-blue?style=flat) | ![post_68081377a06a5746efe798136a72c6b6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_dl.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_vw.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_up.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_sv.json&style=flat) | 2026-03-03 |
+| 14 | [🧠 Smart Mind Map Tool: Auto-Generate Interactive Knowledge Graphs](https://openwebui.com/posts/smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d) | tool | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv.json&style=flat) | 2026-03-05 |
-| 15 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_dl.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_vw.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_up.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_sv.json&style=flat) | 2026-02-13 |
+| 15 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.3-blue?style=flat) | ![post_68081377a06a5746efe798136a72c6b6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_dl.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_vw.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_up.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_sv.json&style=flat) | 2026-03-04 |
-| 16 | [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 | ![v](https://img.shields.io/badge/v-0.9.2-blue?style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_dl.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_vw.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_up.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_sv.json&style=flat) | 2026-02-13 |
+| 16 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_dl.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_vw.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_up.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_sv.json&style=flat) | 2026-02-13 |
-| 17 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | ![v](https://img.shields.io/badge/v-1.2.2-blue?style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_dl.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_vw.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_up.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_sv.json&style=flat) | 2026-02-13 |
+| 17 | [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 | ![v](https://img.shields.io/badge/v-0.9.2-blue?style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_dl.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_vw.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_up.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_sv.json&style=flat) | 2026-02-13 |
-| 18 | [🧠 Smart Mind Map Tool: Auto-Generate Interactive Knowledge Graphs](https://openwebui.com/posts/smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d) | tool | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv.json&style=flat) | 2026-03-05 |
+| 18 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | ![v](https://img.shields.io/badge/v-1.2.2-blue?style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_dl.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_vw.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_up.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_sv.json&style=flat) | 2026-02-13 |
 | 19 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | ![v](https://img.shields.io/badge/v-0.2.4-blue?style=flat) | ![post_c68a2593e76ec324361358575b6501de_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_dl.json&style=flat) | ![post_c68a2593e76ec324361358575b6501de_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_vw.json&style=flat) | ![post_c68a2593e76ec324361358575b6501de_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_up.json&style=flat) | ![post_c68a2593e76ec324361358575b6501de_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_sv.json&style=flat) | 2026-02-13 |
 | 20 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_dl.json&style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_vw.json&style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_up.json&style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_sv.json&style=flat) | 2026-01-08 |
-| 21 | [An Unconventional Use of Open Terminal ⚡](https://openwebui.com/posts/an_unconventional_use_of_open_terminal_35498f8f) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_040794b40937926d42e6907044b828b1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_dl.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_vw.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_up.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_sv.json&style=flat) | 2026-03-06 |
+| 21 | [An Unconventional Use of Open Terminal ⚡](https://openwebui.com/posts/an_unconventional_use_of_open_terminal_35498f8f) | action | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_040794b40937926d42e6907044b828b1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_dl.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_vw.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_up.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_sv.json&style=flat) | 2026-03-07 |
-| 22 | [🚀 GitHub Copilot SDK Pipe v0.9.0: Skills & RichUI](https://openwebui.com/posts/github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_dl.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_vw.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_up.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_sv.json&style=flat) | 2026-02-28 |
+| 22 | [🚀 GitHub Copilot SDK Pipe v0.9.0: Skills & RichUI](https://openwebui.com/posts/github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452) | pipe | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_dl.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_vw.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_up.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_sv.json&style=flat) | 2026-02-28 |
-| 23 | [🚀 GitHub Copilot SDK Pipe v0.7.0: Skills & Rich UI 🛠️](https://openwebui.com/posts/github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv.json&style=flat) | 2026-02-28 |
+| 23 | [🚀 GitHub Copilot SDK Pipe v0.7.0: Skills & Rich UI 🛠️](https://openwebui.com/posts/github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131) | pipe | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv.json&style=flat) | 2026-02-28 |
-| 24 | [🚀 GitHub Copilot SDK Pipe: AI That Executes, Not Just Talks](https://openwebui.com/posts/github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_dl.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_vw.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_up.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_sv.json&style=flat) | 2026-02-10 |
+| 24 | [🚀 GitHub Copilot SDK Pipe: AI That Executes, Not Just Talks](https://openwebui.com/posts/github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293) | pipe | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_dl.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_vw.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_up.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_sv.json&style=flat) | 2026-02-10 |
-| 25 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_858cb162732370288ce024b4f7944f69_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_dl.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_vw.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_up.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_sv.json&style=flat) | 2026-01-28 |
+| 25 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | action | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_858cb162732370288ce024b4f7944f69_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_dl.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_vw.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_up.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_sv.json&style=flat) | 2026-01-29 |
 | 26 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | review | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_dl.json&style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_vw.json&style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_up.json&style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_sv.json&style=flat) | 2026-01-14 |
-| 27 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_dl.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_vw.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_up.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_sv.json&style=flat) | 2026-01-10 |
+| 27 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | action | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_dl.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_vw.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_up.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_sv.json&style=flat) | 2026-01-10 |

docs/community-stats.zh.md

@@ -8,7 +8,7 @@
 > *蓝色: 总下载量 | 紫色: 总浏览量 (实时动态生成)*
 
 ### 📂 内容分类占比 (Distribution)
-![Distribution](https://kroki.io/mermaid/svg/eNoryExVKMksyUlVUArIKU3PzFMIqSxILVZwySwuKcpMKi3JzM9T4lIAAqWC_OISJQUrBTMItyQ_PwfENYLKZhakgriGEG5aZk5JahFIwAQikJgMNgqkAqajKD-3oARJT1FqWWZqOVgAALS1J50=)
+![Distribution](https://kroki.io/mermaid/svg/eNoty7ENgDAMRNGeKSxvAKKiZgAKFgBkkCUTW4lTsD0k4br_pDMmcHYhwEXyxQHWxyjBzMkj79lZA3bwDV1VECYYWp4sTrHA2MDYqGTfcjvqt8D_sKi3eZUXTEQgTg==)
 
 
 ## 📈 总览
@@ -25,42 +25,40 @@
 
 ## 📂 按类型分类
 
-- ![post](https://img.shields.io/badge/post-6-blue)
 - ![tool](https://img.shields.io/badge/tool-2-teal)
-- ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
 - ![filter](https://img.shields.io/badge/filter-4-brightgreen)
+- ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
 - ![action](https://img.shields.io/badge/action-12-orange)
 - ![prompt](https://img.shields.io/badge/prompt-1-lightgrey)
-- ![review](https://img.shields.io/badge/review-1-yellow)
 
 ## 📋 发布列表
 
 | 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 | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_dl.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_vw.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_up.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_sv.json&style=flat) | 2026-02-27 |
+| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_dl.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_vw.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_up.json&style=flat) | ![post_207cd433d27fdd853ccbfa941e6fa67f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_207cd433d27fdd853ccbfa941e6fa67f_sv.json&style=flat) | 2026-02-28 |
 | 2 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![post_376135b87514e63570283b2057459b1f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_dl.json&style=flat) | ![post_376135b87514e63570283b2057459b1f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_vw.json&style=flat) | ![post_376135b87514e63570283b2057459b1f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_up.json&style=flat) | ![post_376135b87514e63570283b2057459b1f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_376135b87514e63570283b2057459b1f_sv.json&style=flat) | 2026-02-13 |
-| 3 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | filter | ![v](https://img.shields.io/badge/v-1.2.7-blue?style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_dl.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_vw.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_up.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_sv.json&style=flat) | 2026-03-03 |
+| 3 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | filter | ![v](https://img.shields.io/badge/v-1.2.8-blue?style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_dl.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_vw.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_up.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_sv.json&style=flat) | 2026-03-09 |
 | 4 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![post_dc072f01690dc8293384153dc0231d05_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_dl.json&style=flat) | ![post_dc072f01690dc8293384153dc0231d05_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_vw.json&style=flat) | ![post_dc072f01690dc8293384153dc0231d05_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_up.json&style=flat) | ![post_dc072f01690dc8293384153dc0231d05_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_dc072f01690dc8293384153dc0231d05_sv.json&style=flat) | 2026-02-13 |
-| 5 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | filter | ![v](https://img.shields.io/badge/v-1.3.0-blue?style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_dl.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_vw.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_up.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_sv.json&style=flat) | 2026-03-03 |
+| 5 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | filter | ![v](https://img.shields.io/badge/v-1.4.1-blue?style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_dl.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_vw.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_up.json&style=flat) | ![post_0640a7ef0970872217cb939f2ba9c12c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0640a7ef0970872217cb939f2ba9c12c_sv.json&style=flat) | 2026-03-11 |
 | 6 | [AI Task Instruction Generator](https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37) | prompt | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_dl.json&style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_vw.json&style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_up.json&style=flat) | ![post_19f469a02b32d21f86b16d1395a81317_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_19f469a02b32d21f86b16d1395a81317_sv.json&style=flat) | 2026-01-28 |
 | 7 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | ![v](https://img.shields.io/badge/v-0.3.7-blue?style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_dl.json&style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_vw.json&style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_up.json&style=flat) | ![post_c5ae05d46c7b999a1e36ca1457f1926b_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5ae05d46c7b999a1e36ca1457f1926b_sv.json&style=flat) | 2026-02-13 |
-| 8 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | ![v](https://img.shields.io/badge/v-0.9.1-blue?style=flat) | ![post_aef940e01073e811a311c3a443d9c149_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_dl.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_vw.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_up.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_sv.json&style=flat) | 2026-03-03 |
+| 8 | [OpenWebUI Skills Manager Tool](https://openwebui.com/posts/openwebui_skills_manager_tool_b4bce8e4) | tool | ![v](https://img.shields.io/badge/v-0.3.0-blue?style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_dl.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_vw.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_up.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_sv.json&style=flat) | 2026-03-11 |
-| 9 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | ![v](https://img.shields.io/badge/v-0.2.4-blue?style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_up.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv.json&style=flat) | 2026-02-13 |
+| 9 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | ![v](https://img.shields.io/badge/v-0.10.0-blue?style=flat) | ![post_aef940e01073e811a311c3a443d9c149_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_dl.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_vw.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_up.json&style=flat) | ![post_aef940e01073e811a311c3a443d9c149_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_sv.json&style=flat) | 2026-03-07 |
-| 10 | [OpenWebUI Skills Manager Tool](https://openwebui.com/posts/openwebui_skills_manager_tool_b4bce8e4) | tool | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_dl.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_vw.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_up.json&style=flat) | ![post_6e9b698faed2ca2ba6f8308635a4804e_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_6e9b698faed2ca2ba6f8308635a4804e_sv.json&style=flat) | 2026-03-05 |
+| 10 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | ![v](https://img.shields.io/badge/v-0.2.4-blue?style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_dl.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_vw.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_up.json&style=flat) | ![post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_5cf7a5dad74ef15ee4ffc6fe10da8213_sv.json&style=flat) | 2026-02-13 |
 | 11 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_dl.json&style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_vw.json&style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_up.json&style=flat) | ![post_78e3480de4e6bd4615498495c5d15979_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_78e3480de4e6bd4615498495c5d15979_sv.json&style=flat) | 2026-01-08 |
 | 12 | [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 | ![v](https://img.shields.io/badge/v-0.4.4-blue?style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_dl.json&style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_vw.json&style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_up.json&style=flat) | ![post_fc4cbdf0eb78bd98c2ed7650d459b59e_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fc4cbdf0eb78bd98c2ed7650d459b59e_sv.json&style=flat) | 2026-02-13 |
 | 13 | [📂 Folder Memory – Auto-Evolving Project Context](https://openwebui.com/posts/folder_memory_auto_evolving_project_context_4a9875b2) | filter | ![v](https://img.shields.io/badge/v-0.1.0-blue?style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_dl.json&style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_vw.json&style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_up.json&style=flat) | ![post_a125b3a3702a07c86c77668dcede2149_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a125b3a3702a07c86c77668dcede2149_sv.json&style=flat) | 2026-01-20 |
-| 14 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.3-blue?style=flat) | ![post_68081377a06a5746efe798136a72c6b6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_dl.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_vw.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_up.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_sv.json&style=flat) | 2026-03-03 |
+| 14 | [🧠 Smart Mind Map Tool: Auto-Generate Interactive Knowledge Graphs](https://openwebui.com/posts/smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d) | tool | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv.json&style=flat) | 2026-03-05 |
-| 15 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_dl.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_vw.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_up.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_sv.json&style=flat) | 2026-02-13 |
+| 15 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.3-blue?style=flat) | ![post_68081377a06a5746efe798136a72c6b6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_dl.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_vw.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_up.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_sv.json&style=flat) | 2026-03-04 |
-| 16 | [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 | ![v](https://img.shields.io/badge/v-0.9.2-blue?style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_dl.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_vw.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_up.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_sv.json&style=flat) | 2026-02-13 |
+| 16 | [智能信息图](https://openwebui.com/posts/智能信息图_e04a48ff) | action | ![v](https://img.shields.io/badge/v-1.5.0-blue?style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_dl.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_vw.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_up.json&style=flat) | ![post_0c3f8621f77a9d5875d3c26ee38a3954_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0c3f8621f77a9d5875d3c26ee38a3954_sv.json&style=flat) | 2026-02-13 |
-| 17 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | ![v](https://img.shields.io/badge/v-1.2.2-blue?style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_dl.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_vw.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_up.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_sv.json&style=flat) | 2026-02-13 |
+| 17 | [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 | ![v](https://img.shields.io/badge/v-0.9.2-blue?style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_dl.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_vw.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_up.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_sv.json&style=flat) | 2026-02-13 |
-| 18 | [🧠 Smart Mind Map Tool: Auto-Generate Interactive Knowledge Graphs](https://openwebui.com/posts/smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d) | tool | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_dl.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_vw.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_up.json&style=flat) | ![post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fdb1b2ff2b8c6ad0dbb3b15a0318434d_sv.json&style=flat) | 2026-03-05 |
+| 18 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | ![v](https://img.shields.io/badge/v-1.2.2-blue?style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_dl.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_vw.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_up.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_sv.json&style=flat) | 2026-02-13 |
 | 19 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | ![v](https://img.shields.io/badge/v-0.2.4-blue?style=flat) | ![post_c68a2593e76ec324361358575b6501de_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_dl.json&style=flat) | ![post_c68a2593e76ec324361358575b6501de_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_vw.json&style=flat) | ![post_c68a2593e76ec324361358575b6501de_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_up.json&style=flat) | ![post_c68a2593e76ec324361358575b6501de_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c68a2593e76ec324361358575b6501de_sv.json&style=flat) | 2026-02-13 |
 | 20 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | ![v](https://img.shields.io/badge/v-1.0.0-blue?style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_dl.json&style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_vw.json&style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_up.json&style=flat) | ![post_14a3b01bc6559558b48a61a56dd3635d_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_14a3b01bc6559558b48a61a56dd3635d_sv.json&style=flat) | 2026-01-08 |
-| 21 | [An Unconventional Use of Open Terminal ⚡](https://openwebui.com/posts/an_unconventional_use_of_open_terminal_35498f8f) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_040794b40937926d42e6907044b828b1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_dl.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_vw.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_up.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_sv.json&style=flat) | 2026-03-06 |
+| 21 | [An Unconventional Use of Open Terminal ⚡](https://openwebui.com/posts/an_unconventional_use_of_open_terminal_35498f8f) | action | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_040794b40937926d42e6907044b828b1_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_dl.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_vw.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_up.json&style=flat) | ![post_040794b40937926d42e6907044b828b1_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_040794b40937926d42e6907044b828b1_sv.json&style=flat) | 2026-03-07 |
-| 22 | [🚀 GitHub Copilot SDK Pipe v0.9.0: Skills & RichUI](https://openwebui.com/posts/github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_dl.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_vw.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_up.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_sv.json&style=flat) | 2026-02-28 |
+| 22 | [🚀 GitHub Copilot SDK Pipe v0.9.0: Skills & RichUI](https://openwebui.com/posts/github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452) | pipe | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_dl.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_vw.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_up.json&style=flat) | ![post_0f2ccf8471a3db168298f4f1e86ba0f4_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_0f2ccf8471a3db168298f4f1e86ba0f4_sv.json&style=flat) | 2026-02-28 |
-| 23 | [🚀 GitHub Copilot SDK Pipe v0.7.0: Skills & Rich UI 🛠️](https://openwebui.com/posts/github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv.json&style=flat) | 2026-02-28 |
+| 23 | [🚀 GitHub Copilot SDK Pipe v0.7.0: Skills & Rich UI 🛠️](https://openwebui.com/posts/github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131) | pipe | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_dl.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_vw.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_up.json&style=flat) | ![post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8aad0d77dbeaa0bdd3e6971274b5fa5c_sv.json&style=flat) | 2026-02-28 |
-| 24 | [🚀 GitHub Copilot SDK Pipe: AI That Executes, Not Just Talks](https://openwebui.com/posts/github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_dl.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_vw.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_up.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_sv.json&style=flat) | 2026-02-10 |
+| 24 | [🚀 GitHub Copilot SDK Pipe: AI That Executes, Not Just Talks](https://openwebui.com/posts/github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293) | pipe | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_dl.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_vw.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_up.json&style=flat) | ![post_42a11f4f094a0fa757bfefece51b1180_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_42a11f4f094a0fa757bfefece51b1180_sv.json&style=flat) | 2026-02-10 |
-| 25 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_858cb162732370288ce024b4f7944f69_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_dl.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_vw.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_up.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_sv.json&style=flat) | 2026-01-28 |
+| 25 | [🚀 Open WebUI Prompt Plus: AI-Powered Prompt Manager](https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e) | action | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_858cb162732370288ce024b4f7944f69_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_dl.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_vw.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_up.json&style=flat) | ![post_858cb162732370288ce024b4f7944f69_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_858cb162732370288ce024b4f7944f69_sv.json&style=flat) | 2026-01-29 |
 | 26 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | review | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_dl.json&style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_vw.json&style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_up.json&style=flat) | ![post_8db923aec1f58d282a2334db388aa5c2_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_8db923aec1f58d282a2334db388aa5c2_sv.json&style=flat) | 2026-01-14 |
-| 27 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_dl.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_vw.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_up.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_sv.json&style=flat) | 2026-01-10 |
+| 27 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | action | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_dl.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_vw.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_up.json&style=flat) | ![post_e38b91e43262d29106345acfcd9dffba_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_e38b91e43262d29106345acfcd9dffba_sv.json&style=flat) | 2026-01-10 |

docs/index.md

@@ -103,13 +103,6 @@ hide:
 
 ## Quick Start
 
-### Using Prompts
-
-1. Browse the [Prompt Library](prompts/library.md) and select a prompt
-2. Click the **Copy** button to copy the prompt to your clipboard
-3. In OpenWebUI, click the "Prompt" button above the input box
-4. Paste the content and save
-
 ### Using Plugins
 
 1. **Install from OpenWebUI Community (Recommended)**:
@@ -117,11 +110,14 @@ hide:
    - Browse the plugins and select the one you like.
    - Click "Get" to import it directly into your OpenWebUI instance.
 
-2. **Manual Installation**:
+2. **Quick Install All Plugins**: To install all plugins to your local OpenWebUI instance at once, clone this repo and run `python scripts/install_all_plugins.py` after configuring your API key in `.env` — see [Deployment Guide](https://github.com/Fu-Jie/openwebui-extensions/blob/main/scripts/DEPLOYMENT_GUIDE.md) for details.
-   - Browse the [Plugin Center](plugins/index.md) and download the plugin file (`.py`)
+
-   - Open OpenWebUI **Admin Panel** → **Settings** → **Plugins**
+### Using Prompts
-   - Click the upload button and select the `.py` file
+
-   - Refresh the page and enable the plugin in your chat settings
+1. Browse the [Prompt Library](prompts/library.md) and select a prompt
+2. Click the **Copy** button to copy the prompt to your clipboard
+3. In OpenWebUI, click the "Prompt" button above the input box
+4. Paste the content and save
 
 ---
 

docs/index.zh.md

@@ -103,13 +103,6 @@ hide:
 
 ## 快速入门
 
-### 使用提示词
-
-1. 浏览[提示词库](prompts/library.md)并选择一个提示词
-2. 点击**复制**按钮将提示词复制到剪贴板
-3. 在 OpenWebUI 中，点击输入框上方的"提示词"按钮
-4. 粘贴内容并保存
-
 ### 使用插件
 
 1. **从 OpenWebUI 社区安装 (推荐)**:
@@ -117,11 +110,14 @@ hide:
    - 浏览插件列表，选择你喜欢的插件。
    - 点击 "Get" 按钮，将其直接导入到你的 OpenWebUI 实例中。
 
-2. **手动安装**:
+2. **快速安装全部插件**：想要一次性安装此项目中的所有插件到本地 OpenWebUI 实例，克隆此仓库后运行 `python scripts/install_all_plugins.py`，并在 `.env` 中配置好 API 密钥，详见[部署指南](https://github.com/Fu-Jie/openwebui-extensions/blob/main/scripts/DEPLOYMENT_GUIDE.md)。
-   - 浏览[插件中心](plugins/index.md)并下载插件文件（`.py`）
+
-   - 打开 OpenWebUI **管理面板** → **设置** → **插件**
+### 使用提示词
-   - 点击上传按钮并选择 `.py` 文件
+
-   - 刷新页面并在聊天设置中启用插件
+1. 浏览[提示词库](prompts/library.md)并选择一个提示词
+2. 点击**复制**按钮将提示词复制到剪贴板
+3. 在 OpenWebUI 中，点击输入框上方的"提示词"按钮
+4. 粘贴内容并保存
 
 ---
 

docs/plugins/filters/async-context-compression.md

@@ -1,15 +1,13 @@
 # Async Context Compression Filter
 
-**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 1.4.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 1.4.1 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
 
 This filter reduces token consumption in long conversations through intelligent summarization and message compression while keeping conversations coherent.
 
-## What's new in 1.4.0
+## What's new in 1.4.1
 
-- **Atomic Message Grouping**: Introduced structure-aware grouping for `assistant-tool-tool-assistant` chains to prevent "No tool call found" errors.
+- **Reverse-Unfolding Mechanism**: Accurately reconstructs the expanded native tool-calling sequence during the outlet phase to permanently fix coordinate drift and missing summaries for long tool-based conversations.
-- **Tail Boundary Alignment**: Implemented automatic correction for truncation points to ensure they don't fall inside a tool-calling sequence.
+- **Safer Tool Trimming**: Refactored `enable_tool_output_trimming` to strictly use atomic block groups for safe trimming, completely preventing JSON payload corruption.
-- **Chat Session Locking**: Added a session-based lock to prevent multiple concurrent summary tasks for the same chat ID.
-- **Enhanced Traceability**: Improved summary formatting to include message IDs, names, and metadata for better context tracking.
 
 ---
 

docs/plugins/filters/async-context-compression.zh.md

@@ -1,17 +1,15 @@
 # 异步上下文压缩过滤器
 
-**作者:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **版本:** 1.4.0 | **项目:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **许可证:** MIT
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **版本:** 1.4.1 | **项目:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **许可证:** MIT
 
 > **重要提示**：为了确保所有过滤器的可维护性和易用性，每个过滤器都应附带清晰、完整的文档，以确保其功能、配置和使用方法得到充分说明。
 
 本过滤器通过智能摘要和消息压缩技术，在保持对话连贯性的同时，显著降低长对话的 Token 消耗。
 
-## 1.4.0 版本更新
+## 1.4.1 版本更新
 
-- **原子消息组 (Atomic Grouping)**: 引入结构感知的消息分组逻辑，确保工具调用链被整体保留或移除，彻底解决 "No tool call found" 错误。
+- **逆向展开机制**: 引入 `_unfold_messages` 机制以在 `outlet` 阶段精确对齐坐标系，彻底解决了由于前端视图折叠导致长轮次工具调用对话出现进度漂移或跳过生成摘要的问题。
-- **尾部边界自动对齐**: 实现了截断点的自动修正逻辑，确保历史上下文截断不会落在工具调用序列中间。
+- **更安全的工具内容裁剪**: 重构了 `enable_tool_output_trimming`，现在严格使用原子级分组进行安全的原生工具内容裁剪，替代了激进的正则表达式匹配，防止 JSON 载荷损坏。
-- **会话级异步锁**: 增加了基于 `chat_id` 的后台任务锁，防止同一会话并发触发多个总结任务。
-- **元数据溯源增强**: 优化了总结输入格式，在总结中保留了消息 ID、参与者名称及关键元数据，提升上下文可追踪性。
 
 ---
 

docs/plugins/filters/index.md

@@ -22,7 +22,7 @@ Filters act as middleware in the message pipeline:
 
     Reduces token consumption in long conversations through intelligent summarization while maintaining coherence.
 
-    **Version:** 1.4.0
+    **Version:** 1.4.1
 
     [:octicons-arrow-right-24: Documentation](async-context-compression.md)
 

docs/plugins/filters/index.zh.md

@@ -22,7 +22,7 @@ Filter 充当消息管线中的中间件：
 
     通过智能总结减少长对话的 token 消耗，同时保持连贯性。
 
-    **版本：** 1.4.0
+    **版本：** 1.4.1
 
     [:octicons-arrow-right-24: 查看文档](async-context-compression.md)
 

docs/release-workflow.md

@@ -128,11 +128,13 @@ We follow [Semantic Versioning](https://semver.org/):
 ### release.yml
 
 **Triggers:**
+
 - ⭐ Push to `main` branch with `plugins/**/*.py` changes (auto-release)
 - Manual workflow dispatch
 - Push of version tags (`v*`)
 
 **Actions:**
+
 1. Detects version changes compared to last release
 2. Collects updated plugin files
 3. Generates release notes (with commit history)
@@ -141,9 +143,11 @@ We follow [Semantic Versioning](https://semver.org/):
 ### plugin-version-check.yml
 
 **Trigger:**
+
 - Pull requests that modify `plugins/**/*.py`
 
 **Actions:**
+
 1. Compares plugin versions between base and PR
 2. Checks if version was updated
 3. Checks if PR description is detailed enough
@@ -187,6 +191,31 @@ python scripts/extract_plugin_versions.py --json --output versions.json
 
 ---
 
+## Installing All Plugins to Your Instance
+
+After a release, you can quickly install all plugins to your OpenWebUI instance:
+
+```bash
+# Clone the repository
+git clone https://github.com/Fu-Jie/openwebui-extensions.git
+cd openwebui-extensions
+
+# Configure API key and instance URL
+echo "api_key=sk-your-api-key-here" > scripts/.env
+echo "url=http://localhost:3000" >> scripts/.env
+
+# For remote instances, set the appropriate baseURL:
+# echo "url=http://192.168.1.10:3000" >> scripts/.env
+# echo "url=https://openwebui.example.com" >> scripts/.env
+
+# Install all plugins at once
+python scripts/install_all_plugins.py
+```
+
+For detailed instructions, see [Deployment Guide](https://github.com/Fu-Jie/openwebui-extensions/blob/main/scripts/DEPLOYMENT_GUIDE.md).
+
+---
+
 ## Author
 
 Fu-Jie  

docs/release-workflow.zh.md

@@ -128,11 +128,13 @@ git push origin v1.0.0
 ### release.yml
 
 **触发条件:**
+
 - ⭐ 推送到 `main` 分支且修改了 `plugins/**/*.py`（自动发布）
 - 手动触发 (workflow_dispatch)
 - 推送版本标签 (`v*`)
 
 **动作:**
+
 1. 检测与上次 Release 的版本变化
 2. 收集更新的插件文件
 3. 生成发布说明（含提交记录）
@@ -141,9 +143,11 @@ git push origin v1.0.0
 ### plugin-version-check.yml
 
 **触发条件:**
+
 - 修改 `plugins/**/*.py` 的 Pull Request
 
 **动作:**
+
 1. 比较基础分支和 PR 的插件版本
 2. 检查是否有版本更新
 3. 检查 PR 描述是否足够详细
@@ -185,6 +189,31 @@ python scripts/extract_plugin_versions.py --json --output versions.json
 
 ---
 
+## 批量安装所有插件到你的实例
+
+在发布之后，你可以快速将所有插件安装到 OpenWebUI 实例：
+
+```bash
+# 克隆仓库
+git clone https://github.com/Fu-Jie/openwebui-extensions.git
+cd openwebui-extensions
+
+# 配置 API 密钥和实例地址
+echo "api_key=sk-your-api-key-here" > scripts/.env
+echo "url=http://localhost:3000" >> scripts/.env
+
+# 如果是远程实例，需要设置相应的 baseURL：
+# echo "url=http://192.168.1.10:3000" >> scripts/.env
+# echo "url=https://openwebui.example.com" >> scripts/.env
+
+# 一次性安装所有插件
+python scripts/install_all_plugins.py
+```
+
+详细说明请参考 [部署指南](https://github.com/Fu-Jie/openwebui-extensions/blob/main/scripts/DEPLOYMENT_GUIDE.md)。
+
+---
+
 ## 作者
 
 Fu-Jie  

docs/stats-history.json

@@ -340,5 +340,45 @@
     "total_saves": 274,
     "followers": 220,
     "points": 271
+  },
+  {
+    "date": "2026-03-12",
+    "total_posts": 27,
+    "total_downloads": 8765,
+    "total_views": 92460,
+    "total_upvotes": 300,
+    "total_saves": 431,
+    "followers": 344,
+    "points": 351,
+    "contributions": 66,
+    "posts": {
+      "turn_any_text_into_beautiful_mind_maps_3094c59a": 1730,
+      "smart_infographic_ad6f0c7f": 1330,
+      "markdown_normalizer_baaa8732": 807,
+      "export_to_word_enhanced_formatting_fca6a315": 767,
+      "async_context_compression_b1655bc8": 760,
+      "ai_task_instruction_generator_9bab8b37": 666,
+      "export_mulit_table_to_excel_244b8f9d": 604,
+      "openwebui_skills_manager_tool_b4bce8e4": 434,
+      "github_copilot_official_sdk_pipe_ce96f7b4": 399,
+      "flash_card_65a2ea8f": 325,
+      "deep_dive_c0b846e4": 224,
+      "导出为_word_支持公式流程图表格和代码块_8a6306c0": 171,
+      "folder_memory_auto_evolving_project_context_4a9875b2": 125,
+      "smart_mind_map_tool_auto_generate_interactive_know_d25f4e3d": 100,
+      "github_copilot_sdk_files_filter_403a62ee": 93,
+      "智能信息图_e04a48ff": 71,
+      "智能生成交互式思维导图帮助用户可视化知识_8d4b097b": 53,
+      "异步上下文压缩_5c0617cb": 40,
+      "闪记卡生成插件_4a31eac3": 34,
+      "精读_99830b0f": 32,
+      "an_unconventional_use_of_open_terminal_35498f8f": 0,
+      "github_copilot_sdk_pipe_v090_copilot_sdk_skills_co_99a42452": 0,
+      "github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131": 0,
+      "github_copilot_sdk_for_openwebui_elevate_your_ai_t_a140f293": 0,
+      "open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e": 0,
+      "review_of_claude_haiku_45_41b0db39": 0,
+      "debug_open_webui_plugins_in_your_browser_81bf7960": 0
+    }
   }
 ]

original_system_prompt.md

@@ -1,51 +0,0 @@
-You are a helpful assistant.
-
-[Session Context]
-- **Your Isolated Workspace**: `/app/backend/data/copilot_workspace/user_123/chat_456`
-- **Active User ID**: `user_123`
-- **Active Chat ID**: `chat_456`
-- **Skills Directory**: `/app/backend/data/skills/shared/` — contains user-installed skills.
-- **Config Directory**: `/app/backend/data/.copilot` — system configuration (Restricted).
-- **CLI Tools Path**: `/app/backend/data/.copilot_tools/` — Global tools installed via npm or pip will automatically go here and be in your $PATH. Python tools are strictly isolated in a venv here.
-**CRITICAL INSTRUCTION**: You MUST use the above workspace for ALL file operations.
-- DO NOT create files in `/tmp` or any other system directories.
-- Always interpret 'current directory' as your Isolated Workspace.
-
-[Available Native System Tools]
-The host environment is rich. Based on the official OpenWebUI Docker deployment baseline (backend image), the following CLI tools are expected to be preinstalled and globally available in $PATH:
-- **Network/Data**: `curl`, `jq`, `netcat-openbsd`
-- **Media/Doc**: `pandoc` (format conversion), `ffmpeg` (audio/video)
-- **Build/System**: `git`, `gcc`, `make`, `build-essential`, `zstd`, `bash`
-- **Python/Runtime**: `python3`, `pip3`, `uv`
-- **Verification Rule**: Before installing any CLI/tool dependency, first check availability with `which <tool>` or a lightweight version probe (e.g. `<tool> --version`).
-- **Python Libs**: The active virtual environment inherits `--system-site-packages`. Advanced libraries like `pandas`, `numpy`, `pillow`, `opencv-python-headless`, `pypdf`, `langchain`, `playwright`, `httpx`, and `beautifulsoup4` are ALREADY installed. Try importing them before attempting to install.
-
-
-[Mode Context: Plan Mode]
-You are currently operating in **Plan Mode**.
-DEFINITION: Plan mode is a collaborative phase to outline multi-step plans or conduct research BEFORE any code is modified.
-
-<workflow>
-1. Clarification: If requirements/goals are ambiguous, ask questions.
-2. Analysis: Analyze the codebase to understand constraints. You MAY use shell commands (e.g., `ls`, `grep`, `find`, `cat`) and other read-only tools.
-3. Formulation: Generate your structured plan OR research findings.
-4. Approval: Present the detailed plan directly to the user for approval via chat.
-</workflow>
-
-<key_principles>
-- ZERO CODE MODIFICATION: You must NOT execute file edits, write operations, or destructive system changes. Your permissions are locked to READ/RESEARCH ONLY, with the sole exception of the progress-tracking file `plan.md`.
-- SHELL USAGE: Shell execution is ENABLED for research purposes. Any attempts to modify the filesystem via shell (e.g., `sed -i`, `rm`) will be strictly blocked, except for appending to `plan.md`.
-- PURE RESEARCH SUPPORT: If the user requests a pure research report, output your conclusions directly matching the plan style.
-- PERSISTENCE: You MUST save your proposed plan to `/app/backend/data/.copilot/session-state/chat_456/plan.md` to sync with the UI. The UI automatically reads this file to update the plan view.
-</key_principles>
-
-<plan_format>
-When presenting your findings or plan in the chat, structure it clearly:
-## Plan / Report: {Title}
-**TL;DR**: {Summary}
-**Detailed Tasks / Steps**: {List step-by-step}
-**Affected Files**: 
-- `path/to/file`
-**Constraint/Status**: {Any constraints}
-</plan_format>
-Acknowledge your role as a planner and format your next response using the plan style above.

plugins/debug/async_context_compression/ISSUE_EXPLANATION.md

@@ -0,0 +1,62 @@
+# 异步上下文压缩插件：当前问题与处理状态总结
+
+这份文档详细梳理了我们在处理 `async_context_compression`（异步上下文压缩插件）时，遭遇的“幽灵截断”问题的根本原因，以及我们目前的解决进度。
+
+## 1. 根本原因：两种截然不同的“世界观”（数据序列化差异）
+
+在我们之前的排查中，我曾错误地认为：`outlet`（后置处理阶段）拿到的 `body["messages"]` 是由于截断导致的残缺数据。
+但根据您提供的本地运行日志，**您是对的，`body['messages']` 确实包含了完整的对话历史**。
+
+那么为什么长度会产生 `inlet 看到 27 条`，而 `outlet 只看到 8 条` 这种巨大的差异？
+
+原因在于，OpenWebUI 的管道在进入大模型前和从大模型返回后，使用了**两种完全不同的消息格式**：
+
+### 视图 A：Inlet 阶段（原生 API 展开视图）
+- **特点**：严格遵循 OpenAI 函数调用规范。
+- **状态**：每一次工具调用、工具返回，都被视为一条独立的 message。
+- **例子**：一个包含了复杂搜索的对话。
+  - User: 帮我查一下天气（1条）
+  - Assistant: 发起 tool_call（1条）
+  - Tool: 返回 JSON 结果（1条）
+  - ...多次往复...
+  - **最终总计：27 条。**我们的压缩算法（trim）是基于这个 27 条的坐标系来计算保留多少条的。
+
+### 视图 B：Outlet 阶段（UI HTML 折叠视图）
+- **特点**：专为前端渲染优化的紧凑视图。
+- **状态**：OpenWebUI 在调用完模型后，为了让前端显示出那个好看的、可折叠的工具调用卡片，强行把中间所有的 Tool 交互过程，用 `<details type="tool_calls">...</details>` 的 HTML 代码包裹起来，塞进了一个 `role: assistant` 的 `content` 字符串里！
+- **例子**：同样的对话。
+  - User: 帮我查一下天气（1条）
+  - Assistant: `<details>包含了好多次工具调用和结果的代码</details> 今天天气很好...`（1条）
+  - **最终总计：8 条。**
+
+**💥 灾难发生点：**
+原本的插件逻辑假定 `inlet` 和 `outlet` 共享同一个坐标系。
+1. 在 `inlet` 时，系统计算出：“我需要把前 10 条消息生成摘要，保留后 17 条”。
+2. 系统把“生成前10条摘要”的任务转入后台异步执行。
+3. 后台任务在 `outlet` 阶段被触发，此时它拿到的消息数组变成了**视图 B（总共只有 8 条）。**
+4. 算法试图在只有 8 条消息的数组里，把“前 10 条消息”砍掉并替换为 1 条摘要。
+5. **结果就是：数组索引越界/坐标彻底错乱，触发报错，并且可能将最新的有效消息当成旧消息删掉（过度压缩）。**
+
+---
+
+## 2. 目前已解决的问题 (✅ Done)
+
+为了立刻制止这种因为“坐标系错位”导致的数据破坏，我们已经落实了热修复（Local v1.4.0）：
+
+**✅ 添加了“折叠视图”的探针防御：**
+- 我写了一个函数 `_is_compact_tool_details_view`。
+- 现在，当后台触发生成摘要时，系统会自动扫描 `outlet` 传来的 `messages`。只要发现里面包含 `<details type="tool_calls">` 这种带有 HTML 折叠标签的痕迹，就会**立刻终止并跳过**当前的摘要生成任务。
+- **收益**：彻底杜绝了因数组错位而引发的任务报错和强制裁切。UI 崩溃与历史丢失问题得到遏制。
+
+---
+
+## 3. 当前已解决的遗留问题 (✅ Done: 逆向展开修复)
+
+之前因为跳过生成而引入的新限制：**包含工具调用的长轮次对话，无法自动生成“历史摘要”** 的问题，现已彻底解决。
+
+### 最终实施的技术方案：
+我们通过源码分析发现，OpenWebUI 在进入 `inlet` 时会执行 `convert_output_to_messages` 还原工具调用链。因此，我们在插件的 `outlet` 阶段引入了相同的 **逆向展开 (Deflation/Unfolding)** 机制 `_unfold_messages`。
+
+现在，当后台任务拿到 `outlet` 传来的折叠视图时，不会再选择“跳过”。而是自动提取出潜藏在消息对象体内部的原生 `output` 字段，并**将其重新展开为展开视图**（比如将 8 条假象重新还原为真实的 27 条底层数据），使得它的坐标系与 `inlet` 完全对齐。
+
+至此，带有复杂工具调用的长轮次对话也能安全地进行背景自动压缩，不再有任何截断和强制删减的风险！

plugins/debug/async_context_compression/REPLY_TO_DHAERN_CN.md

@@ -0,0 +1,60 @@
+# 回复 dhaern — 针对最新审查的跟进
+
+感谢您重新审查了最新版本并提出了持续精准的分析意见。以下针对您剩余的两个关切点逐一回应。
+
+---
+
+### 1. `enable_tool_output_trimming` — 不是功能退化，而是行为变化是有意为之
+
+裁剪逻辑依然存在且可正常运行。以下是当前版本与之前版本的行为对比。
+
+**当前行为（`_trim_native_tool_outputs`，第 835–945 行）：**
+- 通过 `_get_atomic_groups` 遍历原子分组。
+- 识别有效的工具调用链：`assistant(tool_calls)` → `tool` → [可选的 assistant 跟进消息]。
+- 如果一条链内所有 `tool` 角色消息的字符数总和超过 **1,200 个字符**，则将 *tool 消息本身的内容* 折叠为一个本地化的 `[Content collapsed]` 占位符，并注入 `metadata.is_trimmed` 标志。
+- 同时遍历包含 `<details type="tool_calls">` HTML 块的 assistant 消息，对其中尺寸过大的 `result` 属性进行相同的折叠处理。
+- 当 `enable_tool_output_trimming=True` 且 `function_calling=native` 时，该函数在 inlet 阶段被调用。
+
+**与旧版本的区别：**  
+旧版的做法是改写 *assistant 跟进消息*，仅保留"最终答案"。新版的做法是折叠 *tool 响应内容本身*。两者都会缩减上下文体积，但新方法能够保留 tool 调用链的结构完整性（这是本次发布中原子分组工作的前提条件）。
+
+插件头部的 docstring 里还有一段过时的描述（"提取最终答案"），与实际行为相悖。最新提交中已将其更正为"将尺寸过大的原生工具输出折叠为简短占位符"。
+
+如果您在寻找旧版本中"仅保留最终答案"的特定行为，该路径已被有意移除，因为它与本次发布引入的原子分组完整性保证相冲突。当前的折叠方案是安全的替代实现。
+
+---
+
+### 2. `compressed_message_count` — 修复是真实有效的；以下是坐标系追踪
+
+您对"从已修改视图重新计算"的担忧，考虑到此前的架构背景，是完全可以理解的。以下精确说明为何当前代码不存在这一问题。
+
+**`outlet` 中的关键变更：**
+```python
+db_messages = self._load_full_chat_messages(chat_id)
+messages_to_unfold = db_messages if (db_messages and len(db_messages) >= len(messages)) else messages
+summary_messages = self._unfold_messages(messages_to_unfold)
+target_compressed_count = self._calculate_target_compressed_count(summary_messages)
+```
+
+`_load_full_chat_messages` 从 OpenWebUI 数据库中获取原始的持久化历史记录。由于在 inlet 渲染期间注入的合成 summary 消息**从未被回写到数据库**，从 DB 路径获取的 `summary_messages` 始终是干净的、未经修改的原始历史记录——没有 summary 标记，没有坐标膨胀。
+
+在此干净列表上调用 `_calculate_target_compressed_count` 的计算逻辑如下（仍在原始历史坐标系内）：
+```
+original_count = len(db_messages)
+raw_target = original_count - keep_last
+target = atomic_align(raw_target)
+```
+
+这个 `target_compressed_count` 值原封不动地传递进 `_generate_summary_async`。在异步任务内部，同一批 `db_messages` 被切片为 `messages[start:target]` 来构建 `middle_messages`。生成完成后（可能从末尾进行原子截断），保存的值为：
+```python
+saved_compressed_count = start_index + len(middle_messages)
+```
+这是原始 DB 消息列表中新摘要实际涵盖到的确切位置——不是目标值，也不是来自不同视图的估算值。
+
+**回退路径（DB 不可用时）** 使用 inlet 渲染后的 body 消息。此时 `_get_summary_view_state` 会读取注入的 summary 标记的 `covered_until` 字段（该字段在写入时已记录为原子对齐后的 `start_index`），因此 `base_progress` 已经处于原始历史坐标系内，计算可以自然延续，不会混用两种视图。
+
+简而言之：该字段在整个调用链中现在具有唯一、一致的语义——即原始持久化消息列表中，当前摘要文本实际覆盖到的索引位置。
+
+---
+
+再次感谢您严格的审查。您在上次发布后标记的这两个问题已得到处理，文档中的过时描述也已更正。如果发现其他问题，欢迎继续反馈。

plugins/debug/async_context_compression/REPLY_TO_DHAERN_EN.md

@@ -0,0 +1,60 @@
+# Reply to dhaern - Follow-up on the Latest Review
+
+Thank you for re-checking the latest version and for the continued precise analysis. Let me address your two remaining concerns directly.
+
+---
+
+### 1. `enable_tool_output_trimming` — Not a regression; behavior change is intentional
+
+The trimming logic is present and functional. Here is what it does now versus before.
+
+**Current behavior (`_trim_native_tool_outputs`, lines 835–945):**
+- Iterates over atomic groups via `_get_atomic_groups`.
+- Identifies valid chains: `assistant(tool_calls)` → `tool` → [optional assistant follow-up].
+- If the combined character count of the `tool` role messages in a chain exceeds **1,200 characters**, it collapses *the tool messages themselves* to a localized `[Content collapsed]` placeholder and injects a `metadata.is_trimmed` flag.
+- Separately walks assistant messages containing `<details type="tool_calls">` HTML blocks and collapses oversized `result` attributes in the same way.
+- The function is called at inlet when `enable_tool_output_trimming=True` and `function_calling=native`.
+
+**What is different from the previous version:**  
+The old approach rewrote the *assistant follow-up* message to keep only the "final answer". The new approach collapses the *tool response content* itself. Both reduce context size, but the new approach preserves the structural integrity of the tool-calling chain (which the atomic grouping work in this release depends on).
+
+The docstring in the plugin header also contained a stale description ("extract only the final answer") that contradicted the actual behavior. That has been corrected in the latest commit to accurately say "collapses oversized native tool outputs to a short placeholder."
+
+If you are looking for the specific "keep only the final answer" behavior from the old version, that path was intentionally removed because it conflicted with the atomic-group integrity guarantees introduced in this release. The current collapse approach is a safe replacement.
+
+---
+
+### 2. `compressed_message_count` — The fix is real; here is the coordinate trace
+
+The concern about "recalculating from the already-modified view" is understandable given the previous architecture. Here is exactly why the current code does not have that problem.
+
+**Key change in `outlet`:**
+```python
+db_messages = self._load_full_chat_messages(chat_id)
+messages_to_unfold = db_messages if (db_messages and len(db_messages) >= len(messages)) else messages
+summary_messages = self._unfold_messages(messages_to_unfold)
+target_compressed_count = self._calculate_target_compressed_count(summary_messages)
+```
+
+`_load_full_chat_messages` fetches the raw persisted history from the OpenWebUI database. Because the synthetic summary message (injected during inlet rendering) is **never written back to the database**, `summary_messages` from the DB path is always the clean, unmodified original history — no summary marker, no coordinate inflation.
+
+`_calculate_target_compressed_count` called on this clean list simply computes:
+```
+original_count = len(db_messages)
+raw_target = original_count - keep_last
+target = atomic_align(raw_target)   # still in original-history coordinates
+```
+
+This `target_compressed_count` value is then passed into `_generate_summary_async` unchanged. Inside the async task, the same `db_messages` list is sliced to `messages[start:target]` to build `middle_messages`. After generation (with potential atomic truncation from the end), the saved value is:
+```python
+saved_compressed_count = start_index + len(middle_messages)
+```
+This is the exact position in the original DB message list up to which the new summary actually covers — not a target, not an estimate from a different view.
+
+**The fallback path (DB unavailable)** uses the inlet-rendered body messages. In that case `_get_summary_view_state` reads `covered_until` from the injected summary marker (which was written as the atomically-aligned `start_index`), so `base_progress` is already in original-history coordinates. The calculation naturally continues from there without mixing views.
+
+In short: the field now has a single, consistent meaning throughout the entire call chain — the index (in the original, persisted message list) up to which the current summary text actually covers.
+
+---
+
+Thank you again for the rigorous review. The two points you flagged after the last release are now addressed, and the documentation stale description has been corrected. Please do let us know if you spot anything else.

plugins/filters/async-context-compression/DEPLOYMENT_SUMMARY_2024-03-12.md

@@ -0,0 +1,123 @@
+# ✅ Async Context Compression 部署完成（2024-03-12）
+
+## 🎯 部署摘要
+
+**日期**: 2024-03-12  
+**版本**: 1.4.1  
+**状态**: ✅ 成功部署  
+**目标**: OpenWebUI localhost:3003
+
+---
+
+## 📌 新增功能
+
+### 前端控制台调试信息
+
+在 `async_context_compression.py` 中增加了 6 个结构化数据检查点，可在浏览器 Console 中查看插件的内部数据流。
+
+#### 新增方法
+
+```python
+async def _emit_struct_log(self, __event_call__, title: str, data: Any):
+    """
+    Emit structured data to browser console.
+    - Arrays → console.table() [表格形式]
+    - Objects → console.dir(d, {depth: 3}) [树形结构]
+    """
+```
+
+#### 6 个检查点
+
+| # | 检查点 | 阶段 | 显示内容 |
+|---|-------|------|--------|
+| 1️⃣ | `__user__ structure` | Inlet 入口 | id, name, language, resolved_language |
+| 2️⃣ | `__metadata__ structure` | Inlet 入口 | chat_id, message_id, function_calling |
+| 3️⃣ | `body top-level structure` | Inlet 入口 | model, message_count, metadata keys |
+| 4️⃣ | `summary_record loaded from DB` | Inlet DB 后 | compressed_count, summary_preview, timestamps |
+| 5️⃣ | `final_messages shape → LLM` | Inlet 返回前 | 表格：每条消息的 role、content_length、tools |
+| 6️⃣ | `middle_messages shape` | 异步摘要中 | 表格：要摘要的消息切片 |
+
+---
+
+## 🚀 快速开始（5 分钟）
+
+### 步骤 1: 启用 Filter
+```
+OpenWebUI → Settings → Filters → 启用 "Async Context Compression"
+```
+
+### 步骤 2: 启用调试
+```
+在 Filter 配置中 → show_debug_log: ON → Save
+```
+
+### 步骤 3: 打开控制台
+```
+F12 (Windows/Linux) 或 Cmd+Option+I (Mac) → Console 标签
+```
+
+### 步骤 4: 发送消息
+```
+发送 10+ 条消息，观察 📋 [Compression] 开头的日志
+```
+
+---
+
+## 📊 代码变更
+
+```
+新增方法: _emit_struct_log() [42 行]
+新增日志点: 6 个
+新增代码总行: ~150 行
+向后兼容: 100% (由 show_debug_log 保护)
+```
+
+---
+
+## 💡 日志示例
+
+### 表格日志（Arrays）
+```
+📋 [Compression] Inlet: final_messages shape → LLM (7 msgs)
+┌─────┬──────────┬──────────────┬─────────────┐
+│index│role      │content_length│has_tool_... │
+├─────┼──────────┼──────────────┼─────────────┤
+│  0  │"system"  │150           │false        │
+│  1  │"user"    │200           │false        │
+│  2  │"assistant"│500          │true         │
+└─────┴──────────┴──────────────┴─────────────┘
+```
+
+### 树形日志（Objects）
+```
+📋 [Compression] Inlet: __metadata__ structure
+├─ chat_id: "chat-abc123..."
+├─ message_id: "msg-xyz789"
+├─ function_calling: "native"
+└─ all_keys: ["chat_id", "message_id", ...]
+```
+
+---
+
+## ✅ 验证清单
+
+- [x] 代码变更已保存
+- [x] 部署脚本成功执行
+- [x] OpenWebUI 正常运行
+- [x] 新增 6 个日志点
+- [x] 防卡死保护已实装
+- [x] 向后兼容性完整
+
+---
+
+## 📖 文档
+
+- [QUICK_START.md](../../scripts/QUICK_START.md) - 快速参考
+- [README_CN.md](./README_CN.md) - 插件说明
+- [DEPLOYMENT_REFERENCE.md](./DEPLOYMENT_REFERENCE.md) - 部署工具
+
+---
+
+**部署时间**: 2024-03-12  
+**维护者**: Fu-Jie  
+**项目**: [openwebui-extensions](https://github.com/Fu-Jie/openwebui-extensions)

plugins/filters/async-context-compression/README.md

@@ -1,15 +1,14 @@
 # Async Context Compression Filter
 
-**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 1.4.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 1.4.2 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
 
 This filter reduces token consumption in long conversations through intelligent summarization and message compression while keeping conversations coherent.
 
-## What's new in 1.4.0
+## What's new in 1.4.2
 
-- **Atomic Message Grouping**: Introduced structure-aware grouping for `assistant-tool-tool-assistant` chains to prevent "No tool call found" errors.
+- **Enhanced Summary Path Robustness**: Thread `__request__` context through entire summary generation pipeline for reliable authentication and provider handling.
-- **Tail Boundary Alignment**: Implemented automatic correction for truncation points to ensure they don't fall inside a tool-calling sequence.
+- **Improved Error Diagnostics**: LLM response validation failures now include complete response body in error logs for transparent troubleshooting.
-- **Chat Session Locking**: Added a session-based lock to prevent multiple concurrent summary tasks for the same chat ID.
+- **Smart Previous Summary Loading**: Automatically load and merge previous summaries from DB when not present in outlet payload, enabling incremental state merging across summary generations.
-- **Enhanced Traceability**: Improved summary formatting to include message IDs, names, and metadata for better context tracking.
 
 ---
 

plugins/filters/async-context-compression/README_CN.md

@@ -1,17 +1,16 @@
 # 异步上下文压缩过滤器
 
-**作者:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **版本:** 1.4.0 | **项目:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **许可证:** MIT
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **版本:** 1.4.2 | **项目:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **许可证:** MIT
 
 > **重要提示**：为了确保所有过滤器的可维护性和易用性，每个过滤器都应附带清晰、完整的文档，以确保其功能、配置和使用方法得到充分说明。
 
 本过滤器通过智能摘要和消息压缩技术，在保持对话连贯性的同时，显著降低长对话的 Token 消耗。
 
-## 1.4.0 版本更新
+## 1.4.2 版本更新
 
-- **原子消息组 (Atomic Grouping)**: 引入结构感知的消息分组逻辑，确保工具调用链被整体保留或移除，彻底解决 "No tool call found" 错误。
+- **强化摘要路径健壮性**: 在整个摘要生成管道中透传 `__request__` 上下文，确保认证和提供商处理的可靠性。
-- **尾部边界自动对齐**: 实现了截断点的自动修正逻辑，确保历史上下文截断不会落在工具调用序列中间。
+- **改进错误诊断**: LLM 响应校验失败时，错误日志现在包含完整的响应体，便于透明的故障排除。
-- **会话级异步锁**: 增加了基于 `chat_id` 的后台任务锁，防止同一会话并发触发多个总结任务。
+- **智能旧摘要加载**: 当 outlet payload 中缺失摘要消息时，自动从 DB 加载并合并前一代摘要，实现增量式状态合并。
-- **元数据溯源增强**: 优化了总结输入格式，在总结中保留了消息 ID、参与者名称及关键元数据，提升上下文可追踪性。
 
 ---
 

plugins/filters/async-context-compression/RESPONSE_INSPECTION_GUIDE.md

@@ -0,0 +1,315 @@
+# 📋 Response 结构检查指南
+
+## 🎯 新增检查点
+
+在 `_call_summary_llm()` 方法中添加了 **3 个新的响应检查点**，用于前端控制台检查 LLM 调用的完整响应流程。
+
+### 新增检查点位置
+
+| # | 检查点名称 | 位置 | 显示内容 |
+|---|-----------|------|--------|
+| 1️⃣ | **LLM Response structure** | `generate_chat_completion()` 返回后 | 原始 response 对象的类型、键、结构 |
+| 2️⃣ | **LLM Summary extracted & cleaned** | 提取并清理 summary 后 | 摘要长度、字数、格式、是否为空 |
+| 3️⃣ | **Summary saved to database** | 保存到 DB 后验证 | 数据库记录是否正确保存、字段一致性 |
+
+---
+
+## 📊 检查点详解
+
+### 1️⃣ LLM Response structure
+
+**显示时机**: `generate_chat_completion()` 返回，处理前  
+**用途**: 验证原始响应数据结构
+
+```
+📋 [Compression] LLM Response structure (raw from generate_chat_completion)
+├─ type: "dict" / "Response" / "JSONResponse"
+├─ has_body: true/false (表示是否为 Response 对象)
+├─ has_status_code: true/false
+├─ is_dict: true/false
+├─ keys: ["choices", "usage", "model", ...] (如果是 dict)
+├─ first_choice_keys: ["message", "finish_reason", ...]
+├─ message_keys: ["role", "content"]
+└─ content_length: 1234 (摘要文本长度)
+```
+
+**关键验证**:
+- ✅ `type` — 应该是 `dict` 或 `JSONResponse`
+- ✅ `is_dict` — 最终应该是 `true`（处理完毕后）
+- ✅ `keys` — 应该包含 `choices` 和 `usage`
+- ✅ `first_choice_keys` — 应该包含 `message`
+- ✅ `message_keys` — 应该包含 `role` 和 `content`
+- ✅ `content_length` — 摘要不应该为空（> 0）
+
+---
+
+### 2️⃣ LLM Summary extracted & cleaned
+
+**显示时机**: 从 response 中提取并 strip() 后  
+**用途**: 验证提取的摘要内容质量
+
+```
+📋 [Compression] LLM Summary extracted & cleaned
+├─ type: "str"
+├─ length_chars: 1234
+├─ length_words: 156
+├─ first_100_chars: "用户提问关于......"
+├─ has_newlines: true
+├─ newline_count: 3
+└─ is_empty: false
+```
+
+**关键验证**:
+- ✅ `type` — 应该始终是 `str`
+- ✅ `is_empty` — 应该是 `false`（不能为空）
+- ✅ `length_chars` — 通常 100-2000 字符（取决于配置）
+- ✅ `newline_count` — 多行摘要通常有几个换行符
+- ✅ `first_100_chars` — 可视化开头内容，检查是否正确
+
+---
+
+### 3️⃣ Summary saved to database
+
+**显示时机**: 保存到 DB 后，重新加载验证  
+**用途**: 确认数据库持久化成功且数据一致
+
+```
+📋 [Compression] Summary saved to database (verification)
+├─ db_id: 42
+├─ db_chat_id: "chat-abc123..."
+├─ db_compressed_message_count: 10
+├─ db_summary_length_chars: 1234
+├─ db_summary_preview_100: "用户提问关于......"
+├─ db_created_at: "2024-03-12 15:30:45.123456+00:00"
+├─ db_updated_at: "2024-03-12 15:35:20.654321+00:00"
+├─ matches_input_chat_id: true
+└─ matches_input_compressed_count: true
+```
+
+**关键验证** ⭐ 最重要:
+- ✅ `matches_input_chat_id` — **必须是 `true`**
+- ✅ `matches_input_compressed_count` — **必须是 `true`**
+- ✅ `db_summary_length_chars` — 与提取后的长度一致
+- ✅ `db_updated_at` — 应该是最新时间戳
+- ✅ `db_id` — 应该有有效的数据库 ID
+
+---
+
+## 🔍 如何在前端查看
+
+### 步骤 1: 启用调试模式
+
+在 OpenWebUI 中:
+```
+Settings → Filters → Async Context Compression
+  ↓
+找到 valve: "show_debug_log"
+  ↓
+勾选启用 + Save
+```
+
+### 步骤 2: 打开浏览器控制台
+
+- **Windows/Linux**: F12 → Console
+- **Mac**: Cmd + Option + I → Console
+
+### 步骤 3: 触发摘要生成
+
+发送足够多的消息使 Filter 触发压缩：
+```
+1. 发送 15+ 条消息
+2. 等待后台摘要任务开始
+3. 在 Console 观察 📋 日志
+```
+
+### 步骤 4: 观察完整流程
+
+```
+[1] 📋 LLM Response structure (raw)
+        ↓ (显示原始响应类型、结构)
+[2] 📋 LLM Summary extracted & cleaned
+        ↓ (显示提取后的文本信息)
+[3] 📋 Summary saved to database (verification)
+        ↓ (显示数据库保存结果)
+```
+
+---
+
+## 📈 完整流程验证
+
+### 优质流程示例 ✅
+
+```
+1️⃣ Response structure:
+   - type: "dict"
+   - is_dict: true
+   - has "choices": true
+   - has "usage": true
+
+2️⃣ Summary extracted:
+   - is_empty: false
+   - length_chars: 1500
+   - length_words: 200
+
+3️⃣ DB verification:
+   - matches_input_chat_id: true ✅
+   - matches_input_compressed_count: true ✅
+   - db_id: 42 (有效)
+```
+
+### 问题流程示例 ❌
+
+```
+1️⃣ Response structure:
+   - type: "Response" (需要处理)
+   - has_body: true
+   - (需要解析 body)
+
+2️⃣ Summary extracted:
+   - is_empty: true ❌ (摘要为空!)
+   - length_chars: 0
+
+3️⃣ DB verification:
+   - matches_input_chat_id: false ❌ (chat_id 不匹配!)
+   - matches_input_compressed_count: false ❌ (计数不匹配!)
+```
+
+---
+
+## 🛠️ 调试技巧
+
+### 快速过滤日志
+
+在 Console 过滤框输入:
+```
+📋  (搜索所有压缩日志)
+LLM Response  (搜索响应相关)
+Summary extracted  (搜索提取摘要)
+saved to database  (搜索保存验证)
+```
+
+### 展开表格/对象查看详情
+
+1. **对象型日志** (console.dir)
+   - 点击左边的 ▶ 符号展开
+   - 逐级查看嵌套字段
+
+2. **表格型日志** (console.table)
+   - 点击上方的 ▶ 展开
+   - 查看完整列
+
+### 对比多个日志
+
+```javascript
+// 在 Console 中手动对比
+检查点1: type = "dict", is_dict = true
+检查点2: is_empty = false, length_chars = 1234
+检查点3: matches_input_chat_id = true
+  ↓
+如果所有都符合预期 → ✅ 流程正常
+如果有不符的 → ❌ 检查具体问题
+```
+
+---
+
+## 🐛 常见问题诊断
+
+### Q: "type" 是 "Response" 而不是 "dict"?
+
+**原因**: 某些后端返回 Response 对象而非 dict  
+**解决**: 代码会自动处理，看后续日志是否成功解析
+
+```
+检查点1: type = "Response" ← 需要解析
+  ↓
+代码执行 `response.body` 解析
+  ↓
+再次检查是否变为 dict
+```
+
+### Q: "is_empty" 是 true?
+
+**原因**: LLM 没有返回有效的摘要文本  
+**诊断**:
+1. 检查 `first_100_chars` — 应该有实际内容
+2. 检查模型是否正确配置
+3. 检查中间消息是否过多导致 LLM 超时
+
+### Q: "matches_input_chat_id" 是 false?
+
+**原因**: 保存到 DB 时 chat_id 不匹配  
+**诊断**:
+1. 对比 `db_chat_id` 和输入的 `chat_id`
+2. 可能是数据库连接问题
+3. 可能是并发修改导致的
+
+### Q: "matches_input_compressed_count" 是 false?
+
+**原因**: 保存的消息计数与预期不符  
+**诊断**:
+1. 对比 `db_compressed_message_count` 和 `saved_compressed_count`
+2. 检查中间消息是否被意外修改
+3. 检查原子边界对齐是否正确
+
+---
+
+## 📚 相关代码位置
+
+```python
+# 文件: async_context_compression.py
+
+# 检查点 1: 响应结构检查 (L3459)
+if self.valves.show_debug_log and __event_call__:
+    await self._emit_struct_log(
+        __event_call__,
+        "LLM Response structure (raw from generate_chat_completion)",
+        response_inspection_data,
+    )
+
+# 检查点 2: 摘要提取检查 (L3524)
+if self.valves.show_debug_log and __event_call__:
+    await self._emit_struct_log(
+        __event_call__,
+        "LLM Summary extracted & cleaned",
+        summary_inspection,
+    )
+
+# 检查点 3: 数据库保存检查 (L3168)
+if self.valves.show_debug_log and __event_call__:
+    await self._emit_struct_log(
+        __event_call__,
+        "Summary saved to database (verification)",
+        save_inspection,
+    )
+```
+
+---
+
+## 🎯 完整检查清单
+
+在前端 Console 中验证:
+
+- [ ] 检查点 1 出现且 `is_dict: true`
+- [ ] 检查点 1 显示 `first_choice_keys` 包含 `message`
+- [ ] 检查点 2 出现且 `is_empty: false`
+- [ ] 检查点 2 显示合理的 `length_chars` (通常 > 100)
+- [ ] 检查点 3 出现且 `matches_input_chat_id: true`
+- [ ] 检查点 3 显示 `matches_input_compressed_count: true`
+- [ ] 所有日志时间戳合理
+- [ ] 没有异常或错误信息
+
+---
+
+## 📞 后续步骤
+
+1. ✅ 启用调试模式
+2. ✅ 发送消息触发摘要生成
+3. ✅ 观察 3 个新检查点
+4. ✅ 验证所有字段符合预期
+5. ✅ 如有问题，参考本指南诊断
+
+---
+
+**最后更新**: 2024-03-12  
+**相关特性**: Response 结构检查 (v1.4.1+)  
+**文档**: [async_context_compression.py 第 3459, 3524, 3168 行]

plugins/filters/async-context-compression/test_async_context_compression.py

@@ -0,0 +1,461 @@
+import asyncio
+import importlib.util
+import os
+import sys
+import types
+import unittest
+
+
+PLUGIN_PATH = os.path.join(os.path.dirname(__file__), "async_context_compression.py")
+MODULE_NAME = "async_context_compression_under_test"
+
+
+def _ensure_module(name: str) -> types.ModuleType:
+    module = sys.modules.get(name)
+    if module is None:
+        module = types.ModuleType(name)
+        sys.modules[name] = module
+    return module
+
+
+def _install_openwebui_stubs() -> None:
+    _ensure_module("open_webui")
+    _ensure_module("open_webui.utils")
+    chat_module = _ensure_module("open_webui.utils.chat")
+    _ensure_module("open_webui.models")
+    users_module = _ensure_module("open_webui.models.users")
+    models_module = _ensure_module("open_webui.models.models")
+    chats_module = _ensure_module("open_webui.models.chats")
+    main_module = _ensure_module("open_webui.main")
+    _ensure_module("fastapi")
+    fastapi_requests = _ensure_module("fastapi.requests")
+
+    async def generate_chat_completion(*args, **kwargs):
+        return {}
+
+    class DummyUsers:
+        pass
+
+    class DummyModels:
+        @staticmethod
+        def get_model_by_id(model_id):
+            return None
+
+    class DummyChats:
+        @staticmethod
+        def get_chat_by_id(chat_id):
+            return None
+
+    class DummyRequest:
+        pass
+
+    chat_module.generate_chat_completion = generate_chat_completion
+    users_module.Users = DummyUsers
+    models_module.Models = DummyModels
+    chats_module.Chats = DummyChats
+    main_module.app = object()
+    fastapi_requests.Request = DummyRequest
+
+
+_install_openwebui_stubs()
+spec = importlib.util.spec_from_file_location(MODULE_NAME, PLUGIN_PATH)
+module = importlib.util.module_from_spec(spec)
+sys.modules[MODULE_NAME] = module
+assert spec.loader is not None
+spec.loader.exec_module(module)
+module.Filter._init_database = lambda self: None
+
+
+class TestAsyncContextCompression(unittest.TestCase):
+    def setUp(self):
+        self.filter = module.Filter()
+
+    def test_inlet_logs_tool_trimming_outcome_when_no_oversized_outputs(self):
+        self.filter.valves.show_debug_log = True
+        self.filter.valves.enable_tool_output_trimming = True
+
+        logged_messages = []
+
+        async def fake_log(message, log_type="info", event_call=None):
+            logged_messages.append(message)
+
+        async def fake_user_context(__user__, __event_call__):
+            return {"user_language": "en-US"}
+
+        async def fake_event_call(_payload):
+            return True
+
+        self.filter._log = fake_log
+        self.filter._get_user_context = fake_user_context
+        self.filter._get_chat_context = lambda body, metadata=None: {
+            "chat_id": "",
+            "message_id": "",
+        }
+        self.filter._get_latest_summary = lambda chat_id: None
+
+        body = {
+            "params": {"function_calling": "native"},
+            "messages": [
+                {
+                    "role": "assistant",
+                    "tool_calls": [{"id": "call_1", "type": "function"}],
+                    "content": "",
+                },
+                {"role": "tool", "content": "short result"},
+                {"role": "assistant", "content": "Final answer"},
+            ],
+        }
+
+        asyncio.run(self.filter.inlet(body, __event_call__=fake_event_call))
+
+        self.assertTrue(
+            any("Tool trimming check:" in message for message in logged_messages)
+        )
+        self.assertTrue(
+            any(
+                "no oversized native tool outputs were found" in message
+                for message in logged_messages
+            )
+        )
+
+    def test_inlet_logs_tool_trimming_skip_reason_when_disabled(self):
+        self.filter.valves.show_debug_log = True
+        self.filter.valves.enable_tool_output_trimming = False
+
+        logged_messages = []
+
+        async def fake_log(message, log_type="info", event_call=None):
+            logged_messages.append(message)
+
+        async def fake_user_context(__user__, __event_call__):
+            return {"user_language": "en-US"}
+
+        async def fake_event_call(_payload):
+            return True
+
+        self.filter._log = fake_log
+        self.filter._get_user_context = fake_user_context
+        self.filter._get_chat_context = lambda body, metadata=None: {
+            "chat_id": "",
+            "message_id": "",
+        }
+        self.filter._get_latest_summary = lambda chat_id: None
+
+        body = {"messages": [], "params": {"function_calling": "native"}}
+
+        asyncio.run(self.filter.inlet(body, __event_call__=fake_event_call))
+
+        self.assertTrue(
+            any("Tool trimming skipped: tool trimming disabled" in message for message in logged_messages)
+        )
+
+    def test_normalize_native_tool_call_ids_keeps_links_aligned(self):
+        long_tool_call_id = "call_abcdefghijklmnopqrstuvwxyz_1234567890abcd"
+        messages = [
+            {
+                "role": "assistant",
+                "tool_calls": [
+                    {
+                        "id": long_tool_call_id,
+                        "type": "function",
+                        "function": {"name": "search", "arguments": "{}"},
+                    }
+                ],
+                "content": "",
+            },
+            {
+                "role": "tool",
+                "tool_call_id": long_tool_call_id,
+                "content": "tool result",
+            },
+        ]
+
+        normalized_count = self.filter._normalize_native_tool_call_ids(messages)
+
+        normalized_id = messages[0]["tool_calls"][0]["id"]
+        self.assertEqual(normalized_count, 1)
+        self.assertLessEqual(len(normalized_id), 40)
+        self.assertNotEqual(normalized_id, long_tool_call_id)
+        self.assertEqual(messages[1]["tool_call_id"], normalized_id)
+
+    def test_trim_native_tool_outputs_restores_real_behavior(self):
+        messages = [
+            {
+                "role": "assistant",
+                "tool_calls": [{"id": "call_1", "type": "function"}],
+                "content": "",
+            },
+            {"role": "tool", "content": "x" * 1600},
+            {"role": "assistant", "content": "Final answer"},
+        ]
+
+        trimmed_count = self.filter._trim_native_tool_outputs(messages, "en-US")
+
+        self.assertEqual(trimmed_count, 1)
+        self.assertEqual(messages[1]["content"], "... [Content collapsed] ...")
+        self.assertTrue(messages[1]["metadata"]["is_trimmed"])
+        self.assertTrue(messages[2]["metadata"]["tool_outputs_trimmed"])
+        self.assertIn("Final answer", messages[2]["content"])
+        self.assertIn("Tool outputs trimmed", messages[2]["content"])
+
+    def test_trim_native_tool_outputs_supports_embedded_tool_call_cards(self):
+        messages = [
+            {
+                "role": "assistant",
+                "content": (
+                    '<details type="tool_calls" done="true" id="call-1" '
+                    'name="execute_code" arguments="&quot;{}&quot;" '
+                    f'result="&quot;{"x" * 1600}&quot;">\n'
+                    "<summary>Tool Executed</summary>\n"
+                    "</details>\n"
+                    "Final answer"
+                ),
+            }
+        ]
+
+        trimmed_count = self.filter._trim_native_tool_outputs(messages, "en-US")
+
+        self.assertEqual(trimmed_count, 1)
+        self.assertIn(
+            'result="&quot;... [Content collapsed] ...&quot;"',
+            messages[0]["content"],
+        )
+        self.assertNotIn("x" * 200, messages[0]["content"])
+        self.assertTrue(messages[0]["metadata"]["tool_outputs_trimmed"])
+
+    def test_function_calling_mode_reads_params_fallback(self):
+        self.assertEqual(
+            self.filter._get_function_calling_mode(
+                {"params": {"function_calling": "native"}}
+            ),
+            "native",
+        )
+
+    def test_function_calling_mode_infers_native_from_message_shape(self):
+        self.assertEqual(
+            self.filter._get_function_calling_mode(
+                {
+                    "messages": [
+                        {
+                            "role": "assistant",
+                            "tool_calls": [{"id": "call_1", "type": "function"}],
+                            "content": "",
+                        },
+                        {"role": "tool", "content": "tool result"},
+                    ]
+                }
+            ),
+            "native",
+        )
+
+    def test_trim_native_tool_outputs_handles_pending_tool_chain(self):
+        messages = [
+            {
+                "role": "assistant",
+                "tool_calls": [{"id": "call_1", "type": "function"}],
+                "content": "",
+            },
+            {"role": "tool", "content": "x" * 1600},
+        ]
+
+        trimmed_count = self.filter._trim_native_tool_outputs(messages, "en-US")
+
+        self.assertEqual(trimmed_count, 1)
+        self.assertEqual(messages[1]["content"], "... [Content collapsed] ...")
+        self.assertTrue(messages[1]["metadata"]["is_trimmed"])
+
+    def test_target_progress_uses_original_history_coordinates(self):
+        self.filter.valves.keep_last = 2
+        summary_message = self.filter._build_summary_message(
+            "older summary", "en-US", 6
+        )
+        messages = [
+            {"role": "system", "content": "System prompt"},
+            summary_message,
+            {"role": "user", "content": "Question 1"},
+            {"role": "assistant", "content": "Answer 1"},
+            {"role": "user", "content": "Question 2"},
+            {"role": "assistant", "content": "Answer 2"},
+        ]
+
+        self.assertEqual(self.filter._get_original_history_count(messages), 10)
+        self.assertEqual(self.filter._calculate_target_compressed_count(messages), 8)
+
+    def test_load_full_chat_messages_rebuilds_active_history_branch(self):
+        class FakeChats:
+            @staticmethod
+            def get_chat_by_id(chat_id):
+                return types.SimpleNamespace(
+                    chat={
+                        "history": {
+                            "currentId": "m3",
+                            "messages": {
+                                "m1": {
+                                    "id": "m1",
+                                    "role": "user",
+                                    "content": "Question",
+                                },
+                                "m2": {
+                                    "id": "m2",
+                                    "role": "assistant",
+                                    "content": "Tool call",
+                                    "tool_calls": [{"id": "call_1"}],
+                                    "parentId": "m1",
+                                },
+                                "m3": {
+                                    "id": "m3",
+                                    "role": "tool",
+                                    "content": "Tool result",
+                                    "tool_call_id": "call_1",
+                                    "parentId": "m2",
+                                },
+                            },
+                        }
+                    }
+                )
+
+        original_chats = module.Chats
+        module.Chats = FakeChats
+        try:
+            messages = self.filter._load_full_chat_messages("chat-1")
+        finally:
+            module.Chats = original_chats
+
+        self.assertEqual([message["id"] for message in messages], ["m1", "m2", "m3"])
+        self.assertEqual(messages[2]["role"], "tool")
+
+    def test_outlet_unfolds_compact_tool_details_view(self):
+        compact_messages = [
+            {"role": "user", "content": "U1"},
+            {
+                "role": "assistant",
+                "content": (
+                    '<details type="tool_calls" done="true" id="call-1" '
+                    'name="search_notes" arguments="&quot;{}&quot;" '
+                    f'result="&quot;{"x" * 3000}&quot;">\n'
+                    "<summary>Tool Executed</summary>\n"
+                    "</details>\n"
+                    "Answer 1"
+                ),
+            },
+            {"role": "user", "content": "U2"},
+            {
+                "role": "assistant",
+                "content": (
+                    '<details type="tool_calls" done="true" id="call-2" '
+                    'name="merge_notes" arguments="&quot;{}&quot;" '
+                    f'result="&quot;{"y" * 4000}&quot;">\n'
+                    "<summary>Tool Executed</summary>\n"
+                    "</details>\n"
+                    "Answer 2"
+                ),
+            },
+        ]
+
+        async def fake_user_context(__user__, __event_call__):
+            return {"user_language": "en-US"}
+
+        async def noop_log(*args, **kwargs):
+            return None
+
+        create_task_called = False
+
+        def fake_create_task(coro):
+            nonlocal create_task_called
+            create_task_called = True
+            coro.close()
+            return None
+
+        self.filter._get_user_context = fake_user_context
+        self.filter._get_chat_context = lambda body, metadata=None: {
+            "chat_id": "chat-1",
+            "message_id": "msg-1",
+        }
+        self.filter._should_skip_compression = lambda body, model: False
+        self.filter._log = noop_log
+
+        # Set a low threshold so the task is guaranteed to trigger
+        self.filter.valves.compression_threshold_tokens = 100
+
+        original_create_task = asyncio.create_task
+        asyncio.create_task = fake_create_task
+        try:
+            asyncio.run(
+                self.filter.outlet(
+                    {"model": "test-model", "messages": compact_messages},
+                    __event_call__=None,
+                )
+            )
+        finally:
+            asyncio.create_task = original_create_task
+
+        self.assertTrue(create_task_called)
+
+    def test_summary_save_progress_matches_truncated_input(self):
+        self.filter.valves.keep_first = 1
+        self.filter.valves.keep_last = 1
+        self.filter.valves.summary_model = "fake-summary-model"
+        self.filter.valves.summary_model_max_context = 0
+
+        captured = {}
+        events = []
+
+        async def mock_emitter(event):
+            events.append(event)
+
+        async def mock_summary_llm(
+            previous_summary,
+            new_conversation_text,
+            body,
+            user_data,
+            __event_call__,
+        ):
+            return "new summary"
+
+        def mock_save_summary(chat_id, summary, compressed_count):
+            captured["chat_id"] = chat_id
+            captured["summary"] = summary
+            captured["compressed_count"] = compressed_count
+
+        async def noop_log(*args, **kwargs):
+            return None
+
+        self.filter._log = noop_log
+        self.filter._call_summary_llm = mock_summary_llm
+        self.filter._save_summary = mock_save_summary
+        self.filter._get_model_thresholds = lambda model_id: {
+            "max_context_tokens": 3500
+        }
+        self.filter._calculate_messages_tokens = lambda messages: len(messages) * 1000
+        self.filter._count_tokens = lambda text: 1000
+
+        messages = [
+            {"role": "system", "content": "System prompt"},
+            {"role": "user", "content": "Question 1"},
+            {"role": "assistant", "content": "Answer 1"},
+            {"role": "user", "content": "Question 2"},
+            {"role": "assistant", "content": "Answer 2"},
+            {"role": "user", "content": "Question 3"},
+        ]
+
+        asyncio.run(
+            self.filter._generate_summary_async(
+                messages=messages,
+                chat_id="chat-1",
+                body={"model": "fake-summary-model"},
+                user_data={"id": "user-1"},
+                target_compressed_count=5,
+                lang="en-US",
+                __event_emitter__=mock_emitter,
+                __event_call__=None,
+            )
+        )
+
+        self.assertEqual(captured["chat_id"], "chat-1")
+        self.assertEqual(captured["summary"], "new summary")
+        self.assertEqual(captured["compressed_count"], 2)
+        self.assertTrue(any(event["type"] == "status" for event in events))
+
+
+if __name__ == "__main__":
+    unittest.main()

plugins/filters/async-context-compression/v1.4.0.md

@@ -1,8 +1,10 @@
+[![](https://img.shields.io/badge/OpenWebUI%20Community-Get%20Plugin-blue?style=for-the-badge)](https://openwebui.com/posts/async_context_compression_b1655bc8)
+
 ## Overview
 
-**[🚀 Get/Update on OpenWebUI Community](https://openwebui.com/posts/async_context_compression_b1655bc8)**
+This release focuses on improving the structural integrity of chat history when using function-calling models and enhancing task reliability through concurrent task management. It introduces "Atomic Message Grouping" to prevent chat context corruption and a session-based locking mechanism to ensure stable background operations.
 
-This release focuses on improving the structural integrity of chat history when using function-calling models and enhancing task reliability through concurrent task management. Version 1.4.0 introduces "Atomic Message Grouping" to prevent chat context corruption and a session-based locking mechanism to ensure stable background operations.
+**[📖 README](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/filters/async-context-compression/README.md)**
 
 ## New Features
 
@@ -20,7 +22,3 @@ This release focuses on improving the structural integrity of chat history when
 ## Related Issues
 
 - **[#56](https://github.com/Fu-Jie/openwebui-extensions/issues/56)**: Tool-Calling context corruption and concurrent summary tasks.
-
-## Related PRs
-
-- **[#61](https://github.com/Fu-Jie/openwebui-extensions/pull/61)**: (Placeholder) Full implementation of structure-aware grouping.

plugins/filters/async-context-compression/v1.4.0_CN.md

@@ -1,8 +1,6 @@
-## 概述
+[![](https://img.shields.io/badge/OpenWebUI%20%E7%A4%BE%E5%8C%BA-%E8%8E%B7%E5%8F%96%E6%8F%92%E4%BB%B6-blue?style=for-the-badge)](https://openwebui.com/posts/async_context_compression_b1655bc8)
 
-**[🚀 在 OpenWebUI 社区获取/更新](https://openwebui.com/posts/async_context_compression_b1655bc8)**
+本次发布重点优化了在使用工具调用（Function Calling）模型时对话历史的结构完整性，并通过并发任务管理增强了系统的可靠性。新版本引入了“原子消息组”逻辑以防止上下文损坏，并增加了会话级锁定机制以确保后台任务的稳定运行。
-
-本次发布重点优化了在使用工具调用（Function Calling）模型时对话历史的结构完整性，并通过并发任务管理增强了系统的可靠性。1.4.0 版本引入了“原子消息组”逻辑以防止上下文损坏，并增加了会话级锁定机制以确保后台任务的稳定运行。
 
 ## 新功能
 
@@ -20,7 +18,3 @@
 ## 相关 Issue
 
 - **[#56](https://github.com/Fu-Jie/openwebui-extensions/issues/56)**: 修复工具调用上下文损坏及并发总结任务冲突问题。
-
-## 相关 PR
-
-- **[#61](https://github.com/Fu-Jie/openwebui-extensions/pull/61)**: (占位符) 结构感知消息分组的完整实现。

plugins/filters/async-context-compression/v1.4.1.md

@@ -0,0 +1,17 @@
+[![](https://img.shields.io/badge/OpenWebUI%20Community-Get%20Plugin-blue?style=for-the-badge)](https://openwebui.com/f/fujie/async_context_compression)
+
+## Overview
+
+This release addresses the critical progress coordinate drift issue in OpenWebUI's `outlet` phase, ensuring robust summarization for long tool-calling conversations.
+
+[View on GitHub](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/filters/async-context-compression/README.md)
+
+- **New Features**
+  - **Reverse-Unfolding Mechanism**: Accurately reconstructs the expanded native tool-calling sequence during the outlet phase to permanently fix coordinate drift and missing summaries for long tool-based conversations.
+  - **Safer Tool Trimming**: Refactored `enable_tool_output_trimming` to strictly use atomic block groups for safe trimming, completely preventing JSON payload corruption.
+
+- **Bug Fixes**
+  - Fixed coordinate drift where `compressed_message_count` could lose track due to OpenWebUI's frontend view truncating tool calls.
+
+- **Related Issues**
+  - Closes #56

plugins/filters/github_copilot_sdk_files_filter/github_copilot_sdk_files_filter.py

@@ -114,6 +114,7 @@ class Filter:
 
         # Check if it's a Copilot model
         is_copilot_model = self._is_copilot_model(current_model)
+        body["is_copilot_model"] = is_copilot_model
 
         await self._emit_debug_log(
             __event_emitter__,

requirements.txt

@@ -1,6 +1,6 @@
 # MkDocs Documentation Dependencies
 # Core MkDocs
-mkdocs>=1.5.0
+mkdocs>=1.5.0,<2.0.0
 
 # Material Theme for MkDocs
 mkdocs-material>=9.5.0

scripts/.env.example

@@ -0,0 +1,26 @@
+# OpenWebUI Bulk Installer Configuration
+# 
+# Instructions:
+# - api_key: Copy from OpenWebUI Settings (starts with sk-)
+# - url: OpenWebUI server address (supports localhost, IP, and domain)
+#
+# URL Examples:
+# - Local: http://localhost:3000
+# - Remote IP: http://192.168.1.10:3000
+# - Domain: https://openwebui.example.com
+#
+# Environment variable precedence (highest to lowest):
+# 1. OPENWEBUI_API_KEY / OPENWEBUI_URL environment variables
+# 2. OPENWEBUI_BASE_URL environment variable
+# 3. Configuration in this .env file
+
+# API Key (required)
+api_key=sk-your-api-key-here
+
+# OpenWebUI server address (required)
+# Configure the baseURL where your OpenWebUI instance is running
+url=http://localhost:3000
+
+# Alternatively, use environment variable format (both methods are equivalent)
+# OPENWEBUI_API_KEY=sk-your-api-key-here
+# OPENWEBUI_BASE_URL=http://localhost:3000

scripts/DEPLOYMENT_GUIDE.md

@@ -1,147 +1,156 @@
-# 🚀 本地部署脚本指南 (Local Deployment Guide)
+# 🚀 Local Deployment Scripts Guide
 
-## 概述
+## Overview
 
-本目录包含用于将开发中的插件部署到本地 OpenWebUI 实例的自动化脚本。它们可以快速推送代码更改而无需重启 OpenWebUI。
+This directory contains automated scripts for deploying plugins in development to a local OpenWebUI instance. They enable quick code pushes without restarting OpenWebUI.
 
-## 前置条件
+## Prerequisites
+
+1. **OpenWebUI Running**: Make sure OpenWebUI is running locally (default `http://localhost:3000`)
+2. **API Key**: You need a valid OpenWebUI API key
+3. **Environment File**: Create a `.env` file in this directory containing your API key:
 
-1. **OpenWebUI 运行中**: 确保 OpenWebUI 在本地运行（默认 `http://localhost:3003`）
-2. **API 密钥**: 需要一个有效的 OpenWebUI API 密钥
-3. **环境文件**: 在此目录创建 `.env` 文件，包含 API 密钥：
    ```
    api_key=sk-xxxxxxxxxxxxx
    ```
 
-## 快速开始
+## Quick Start
 
-### 部署 Pipe 插件
+### Deploy a Pipe Plugin
 
 ```bash
-# 部署 GitHub Copilot SDK Pipe
+# Deploy GitHub Copilot SDK Pipe
 python deploy_pipe.py
 ```
 
-### 部署 Filter 插件
+### Deploy a Filter Plugin
 
 ```bash
-# 部署 async_context_compression Filter（默认）
+# Deploy async_context_compression Filter (default)
 python deploy_filter.py
 
-# 部署指定的 Filter 插件
+# Deploy a specific Filter plugin
 python deploy_filter.py my-filter-name
 
-# 列出所有可用的 Filter
+# List all available Filters
 python deploy_filter.py --list
 ```
 
-## 脚本说明
+## Script Documentation
 
-### `deploy_filter.py` — Filter 插件部署工具
+### `deploy_filter.py` — Filter Plugin Deployment Tool
 
-用于部署 Filter 类型的插件（如消息过滤、上下文压缩等）。
+Used to deploy Filter-type plugins (such as message filtering, context compression, etc.).
 
-**主要特性**:
+**Key Features**:
-- ✅ 从 Python 文件自动提取元数据（版本、作者、描述等）
+
-- ✅ 尝试更新现有插件，若不存在则创建新插件
+- ✅ Auto-extracts metadata from Python files (version, author, description, etc.)
-- ✅ 支持多个 Filter 插件管理
+- ✅ Attempts to update existing plugins, creates if not found
-- ✅ 详细的错误提示和连接诊断
+- ✅ Supports multiple Filter plugin management
+- ✅ Detailed error messages and connection diagnostics
+
+**Usage**:
 
-**用法**:
 ```bash
-# 默认部署 async_context_compression
+# Deploy async_context_compression (default)
 python deploy_filter.py
 
-# 部署其他 Filter
+# Deploy other Filters
 python deploy_filter.py async-context-compression
 python deploy_filter.py workflow-guide
 
-# 列出所有可用 Filter
+# List all available Filters
 python deploy_filter.py --list
 python deploy_filter.py -l
 ```
 
-**工作流程**:
+**Workflow**:
-1. 从 `.env` 加载 API 密钥
-2. 查找目标 Filter 插件目录
-3. 读取 Python 源文件
-4. 从 docstring 提取元数据（title, version, author, description, etc.）
-5. 构建 API 请求负载
-6. 发送更新请求到 OpenWebUI
-7. 若更新失败，自动尝试创建新插件
-8. 显示结果和诊断信息
 
-### `deploy_pipe.py` — Pipe 插件部署工具
+1. Load API key from `.env`
+2. Find target Filter plugin directory
+3. Read Python source file
+4. Extract metadata from docstring (title, version, author, description, etc.)
+5. Build API request payload
+6. Send update request to OpenWebUI
+7. If update fails, auto-attempt to create new plugin
+8. Display results and diagnostic info
 
-用于部署 Pipe 类型的插件（如 GitHub Copilot SDK）。
+### `deploy_pipe.py` — Pipe Plugin Deployment Tool
+
+Used to deploy Pipe-type plugins (such as GitHub Copilot SDK).
+
+**Usage**:
 
-**使用**:
 ```bash
 python deploy_pipe.py
 ```
 
-## 获取 API 密钥
+## Get an API Key
 
-### 方法 1: 使用现有用户令牌（推荐）
+### Method 1: Use Existing User Token (Recommended)
 
-1. 打开 OpenWebUI 界面
+1. Open OpenWebUI interface
-2. 点击用户头像 → Settings（设置）
+2. Click user avatar → Settings
-3. 找到 API Keys 部分
+3. Find the API Keys section
-4. 复制你的 API 密钥（sk-开头）
+4. Copy your API key (starts with sk-)
-5. 粘贴到 `.env` 文件中
+5. Paste into `.env` file
 
-### 方法 2: 创建长期 API 密钥
+### Method 2: Create a Long-term API Key
 
-在 OpenWebUI 设置中创建专用于部署的长期 API 密钥。
+Create a dedicated long-term API key in OpenWebUI Settings for deployment purposes.
 
-## 故障排除
+## Troubleshooting
 
-### "Connection error: Could not reach OpenWebUI at localhost:3003"
+### "Connection error: Could not reach OpenWebUI at localhost:3000"
 
-**原因**: OpenWebUI 未运行或端口不同
+**Cause**: OpenWebUI is not running or port is different
 
-**解决方案**:
+**Solution**:
-- 确保 OpenWebUI 正在运行
+
-- 检查 OpenWebUI 实际监听的端口（通常是 3000 或 3003）
+- Make sure OpenWebUI is running
-- 根据需要编辑脚本中的 URL
+- Check which port OpenWebUI is actually listening on (usually 3000)
+- Edit the URL in the script if needed
 
 ### ".env file not found"
 
-**原因**: 未创建 `.env` 文件
+**Cause**: `.env` file was not created
+
+**Solution**:
 
-**解决方案**:
 ```bash
 echo "api_key=sk-your-api-key-here" > .env
 ```
 
 ### "Filter 'xxx' not found"
 
-**原因**: Filter 目录名不正确
+**Cause**: Filter directory name is incorrect
+
+**Solution**:
 
-**解决方案**:
 ```bash
-# 列出所有可用的 Filter
+# List all available Filters
 python deploy_filter.py --list
 ```
 
 ### "Failed to update or create. Status: 401"
 
-**原因**: API 密钥无效或过期
+**Cause**: API key is invalid or expired
 
-**解决方案**:
+**Solution**:
-1. 验证 API 密钥的有效性
-2. 获取新的 API 密钥
-3. 更新 `.env` 文件
 
-## 工作流示例
+1. Verify your API key is valid
+2. Generate a new API key
+3. Update the `.env` file
 
-### 开发并部署新的 Filter
+## Workflow Examples
+
+### Develop and Deploy a New Filter
 
 ```bash
-# 1. 在 plugins/filters/ 创建新的 Filter 目录
+# 1. Create new Filter directory in plugins/filters/
 mkdir plugins/filters/my-new-filter
 
-# 2. 创建 my_new_filter.py 文件，包含必要的元数据：
+# 2. Create my_new_filter.py with required metadata:
 # """
 # title: My New Filter
 # author: Your Name
@@ -149,58 +158,59 @@ mkdir plugins/filters/my-new-filter
 # description: Filter description
 # """
 
-# 3. 部署到本地 OpenWebUI
+# 3. Deploy to local OpenWebUI
 cd scripts
 python deploy_filter.py my-new-filter
 
-# 4. 在 OpenWebUI UI 中测试插件
+# 4. Test the plugin in OpenWebUI UI
 
-# 5. 继续迭代开发
+# 5. Continue development
-# ... 修改代码 ...
+# ... modify code ...
 
-# 6. 重新部署（自动覆盖）
+# 6. Re-deploy (auto-overwrites)
 python deploy_filter.py my-new-filter
 ```
 
-### 修复 Bug 并快速部署
+### Fix a Bug and Deploy Quickly
 
 ```bash
-# 1. 修改源代码
+# 1. Modify the source code
 # vim ../plugins/filters/async-context-compression/async_context_compression.py
 
-# 2. 立即部署到本地
+# 2. Deploy immediately to local
 python deploy_filter.py async-context-compression
 
-# 3. 在 OpenWebUI 中测试修复
+# 3. Test the fix in OpenWebUI
-# （无需重启 OpenWebUI）
+# (No need to restart OpenWebUI)
 ```
 
-## 安全注意事项
+## Security Considerations
 
-⚠️ **重要**: 
+⚠️ **Important**:
-- ✅ 将 `.env` 文件添加到 `.gitignore`（避免提交敏感信息）
-- ✅ 不要在版本控制中提交 API 密钥
-- ✅ 仅在可信的网络环境中使用
-- ✅ 定期轮换 API 密钥
 
-## 文件结构
+- ✅ Add `.env` file to `.gitignore` (avoid committing sensitive info)
+- ✅ Never commit API keys to version control
+- ✅ Use only on trusted networks
+- ✅ Rotate API keys periodically
+
+## File Structure
 
 ```
 scripts/
-├── deploy_filter.py        # Filter 插件部署工具
+├── deploy_filter.py        # Filter plugin deployment tool
-├── deploy_pipe.py          # Pipe 插件部署工具
+├── deploy_pipe.py          # Pipe plugin deployment tool
-├── .env                    # API 密钥（本地，不提交）
+├── .env                    # API key (local, not committed)
-├── README.md               # 本文件
+├── README.md               # This file
 └── ...
 ```
 
-## 参考资源
+## Reference Resources
 
-- [OpenWebUI 文档](https://docs.openwebui.com/)
+- [OpenWebUI Documentation](https://docs.openwebui.com/)
-- [插件开发指南](../docs/development/plugin-guide.md)
+- [Plugin Development Guide](../docs/development/plugin-guide.md)
-- [Filter 插件示例](../plugins/filters/)
+- [Filter Plugin Examples](../plugins/filters/)
 
 ---
 
-**最后更新**: 2026-03-09  
+**Last Updated**: 2026-03-09  
-**作者**: Fu-Jie
+**Author**: Fu-Jie

scripts/DEPLOYMENT_SUMMARY.md

@@ -1,114 +1,118 @@
-# 📦 Async Context Compression — 本地部署工具 (Local Deployment Tools)
+# 📦 Async Context Compression — Local Deployment Tools
 
-## 🎯 功能概述
+## 🎯 Feature Overview
 
-为 `async_context_compression` Filter 插件添加了完整的本地部署工具链，支持快速迭代开发无需重启 OpenWebUI。
+Added a complete local deployment toolchain for the `async_context_compression` Filter plugin, supporting fast iterative development without restarting OpenWebUI.
 
-## 📋 新增文件
+## 📋 New Files
 
-### 1. **deploy_filter.py** — Filter 插件部署脚本
+### 1. **deploy_filter.py** — Filter Plugin Deployment Script
-- **位置**: `scripts/deploy_filter.py`
-- **功能**: 自动部署 Filter 类插件到本地 OpenWebUI 实例
-- **特性**:
-  - ✅ 从 Python docstring 自动提取元数据
-  - ✅ 智能版本号识别（semantic versioning）
-  - ✅ 支持多个 Filter 插件管理
-  - ✅ 自动更新或创建插件
-  - ✅ 详细的错误诊断和连接测试
-  - ✅ 列表指令查看所有可用 Filter
-- **代码行数**: ~300 行
 
-### 2. **DEPLOYMENT_GUIDE.md** — 完整部署指南
+- **Location**: `scripts/deploy_filter.py`
-- **位置**: `scripts/DEPLOYMENT_GUIDE.md`
+- **Function**: Auto-deploy Filter-type plugins to local OpenWebUI instance
-- **内容**:
+- **Features**:
-  - 前置条件和快速开始
+  - ✅ Auto-extract metadata from Python docstring
-  - 脚本详细说明
+  - ✅ Smart semantic version recognition
-  - API 密钥获取方法
+  - ✅ Support multiple Filter plugin management
-  - 故障排除指南
+  - ✅ Auto-update or create plugins
-  - 分步工作流示例
+  - ✅ Detailed error diagnostics and connection testing
+  - ✅ List command to view all available Filters
+- **Code Lines**: ~300
 
-### 3. **QUICK_START.md** — 快速参考卡片
+### 2. **DEPLOYMENT_GUIDE.md** — Complete Deployment Guide
-- **位置**: `scripts/QUICK_START.md`
-- **内容**:
-  - 一行命令部署
-  - 前置步骤
-  - 常见命令表格
-  - 故障诊断速查表
-  - CI/CD 集成示例
 
-### 4. **test_deploy_filter.py** — 单元测试套件
+- **Location**: `scripts/DEPLOYMENT_GUIDE.md`
-- **位置**: `tests/scripts/test_deploy_filter.py`
+- **Contents**:
-- **测试覆盖**:
+  - Prerequisites and quick start
-  - ✅ Filter 文件发现 (3 个测试)
+  - Detailed script documentation
-  - ✅ 元数据提取 (3 个测试)
+  - API key retrieval method
-  - ✅ API 负载构建 (4 个测试)
+  - Troubleshooting guide
-- **测试通过率**: 10/10 ✅
+  - Step-by-step workflow examples
 
-## 🚀 使用方式
+### 3. **QUICK_START.md** — Quick Reference Card
 
-### 基本部署（一行命令）
+- **Location**: `scripts/QUICK_START.md`
+- **Contents**:
+  - One-line deployment command
+  - Setup steps
+  - Common commands table
+  - Troubleshooting quick-reference table
+  - CI/CD integration examples
+
+### 4. **test_deploy_filter.py** — Unit Test Suite
+
+- **Location**: `tests/scripts/test_deploy_filter.py`
+- **Test Coverage**:
+  - ✅ Filter file discovery (3 tests)
+  - ✅ Metadata extraction (3 tests)
+  - ✅ API payload building (4 tests)
+- **Pass Rate**: 10/10 ✅
+
+## 🚀 Usage
+
+### Basic Deploy (One-liner)
 
 ```bash
 cd scripts
 python deploy_filter.py
 ```
 
-### 列出所有可用 Filter
+### List All Available Filters
 
 ```bash
 python deploy_filter.py --list
 ```
 
-### 部署指定 Filter
+### Deploy Specific Filter
 
 ```bash
 python deploy_filter.py folder-memory
 python deploy_filter.py context_enhancement_filter
 ```
 
-## 🔧 工作原理
+## 🔧 How It Works
 
 ```
 ┌─────────────────────────────────────────────────────────────┐
-│ 1. 加载 API 密钥 (.env)                                      │
+│ 1. Load API key (.env)                                      │
 └──────────────────┬──────────────────────────────────────────┘
                    │
 ┌──────────────────▼──────────────────────────────────────────┐
-│ 2. 查找 Filter 插件文件                                      │
+│ 2. Find Filter plugin file                                  │
-│    - 从名称推断文件路径                                     │
+│    - Infer file path from name                              │
-│    - 支持 hyphen-case 和 snake_case 查找                    │
+│    - Support hyphen-case and snake_case lookup              │
 └──────────────────┬──────────────────────────────────────────┘
                    │
 ┌──────────────────▼──────────────────────────────────────────┐
-│ 3. 读取 Python 源代码                                        │
+│ 3. Read Python source code                                  │
-│    - 提取 docstring 元数据                                  │
+│    - Extract docstring metadata                             │
 │    - title, version, author, description, openwebui_id      │
 └──────────────────┬──────────────────────────────────────────┘
                    │
 ┌──────────────────▼──────────────────────────────────────────┐
-│ 4. 构建 API 请求负载                                        │
+│ 4. Build API request payload                                │
-│    - 组装 manifest 和 meta 信息                             │
+│    - Assemble manifest and meta info                        │
-│    - 包含完整源代码内容                                     │
+│    - Include complete source code content                   │
 └──────────────────┬──────────────────────────────────────────┘
                    │
 ┌──────────────────▼──────────────────────────────────────────┐
-│ 5. 发送请求                                                │
+│ 5. Send request                                             │
-│    - POST /api/v1/functions/id/{id}/update （更新）         │
+│    - POST /api/v1/functions/id/{id}/update (update)         │
-│    - POST /api/v1/functions/create （创建备用）             │
+│    - POST /api/v1/functions/create (create fallback)        │
 └──────────────────┬──────────────────────────────────────────┘
                    │
 ┌──────────────────▼──────────────────────────────────────────┐
-│ 6. 显示结果和诊断                                           │
+│ 6. Display results and diagnostics                          │
-│    - ✅ 更新/创建成功                                       │
+│    - ✅ Update/create success                               │
-│    - ❌ 错误信息和解决建议                                  │
+│    - ❌ Error messages and solutions                        │
 └─────────────────────────────────────────────────────────────┘
 ```
 
-## 📊 支持的 Filter 列表
+## 📊 Supported Filters List
 
-脚本自动发现以下 Filter：
+Script auto-discovers the following Filters:
 
-| Filter 名称 | Python 文件 | 版本 |
+| Filter Name | Python File | Version |
 |-----------|-----------|------|
 | async-context-compression | async_context_compression.py | 1.3.0+ |
 | chat-session-mapping-filter | chat_session_mapping_filter.py | 0.1.0+ |
@@ -118,11 +122,11 @@ python deploy_filter.py context_enhancement_filter
 | markdown_normalizer | markdown_normalizer.py | 1.2.8+ |
 | web_gemini_multimodel_filter | web_gemini_multimodel_filter.py | 0.3.2+ |
 
-## ⚙️ 技术细节
+## ⚙️ Technical Details
 
-### 元数据提取
+### Metadata Extraction
 
-脚本从 Python 文件顶部的 docstring 中提取元数据：
+Script extracts metadata from the docstring at the top of Python file:
 
 ```python
 """
@@ -137,111 +141,112 @@ openwebui_id: b1655bc8-6de9-4cad-8cb5-a6f7829a02ce
 """
 ```
 
-**支持的元数据字段**:
+**Supported Metadata Fields**:
-- `title` — Filter 显示名称 ✅
-- `id` — 唯一标识符 ✅
-- `author` — 作者名称 ✅
-- `author_url` — 作者主页链接 ✅
-- `funding_url` — 项目链接 ✅
-- `description` — 功能描述 ✅
-- `version` — 语义化版本号 ✅
-- `openwebui_id` — OpenWebUI UUID （可选）
 
-### API 集成
+- `title` — Filter display name ✅
+- `id` — Unique identifier ✅
+- `author` — Author name ✅
+- `author_url` — Author homepage ✅
+- `funding_url` — Project link ✅
+- `description` — Feature description ✅
+- `version` — Semantic version number ✅
+- `openwebui_id` — OpenWebUI UUID (optional)
 
-脚本使用 OpenWebUI REST API：
+### API Integration
+
+Script uses OpenWebUI REST API:
 
 ```
 POST /api/v1/functions/id/{filter_id}/update
-- 更新现有 Filter
+- Update existing Filter
-- HTTP 200: 更新成功
+- HTTP 200: Update success
-- HTTP 404: Filter 不存在，自动尝试创建
+- HTTP 404: Filter not found, auto-attempt create
 
 POST /api/v1/functions/create
-- 创建新 Filter
+- Create new Filter
-- HTTP 200: 创建成功
+- HTTP 200: Creation success
 ```
 
-**认证**: Bearer token (API 密钥方式)
+**Authentication**: Bearer token (API key method)
 
-## 🔐 安全性
+## 🔐 Security
 
-### API 密钥管理
+### API Key Management
 
 ```bash
-# 1. 创建 .env 文件
+# 1. Create .env file
 echo "api_key=sk-your-key-here" > scripts/.env
 
-# 2. 将 .env 添加到 .gitignore
+# 2. Add .env to .gitignore
 echo "scripts/.env" >> .gitignore
 
-# 3. 不要提交 API 密钥
+# 3. Don't commit API key
 git add scripts/.gitignore
 git commit -m "chore: add .env to gitignore"
 ```
 
-### 最佳实践
+### Best Practices
 
-- ✅ 使用长期认证令牌（而不是短期 JWT）
+- ✅ Use long-term auth tokens (not short-term JWT)
-- ✅ 定期轮换 API 密钥
+- ✅ Rotate API keys periodically
-- ✅ 限制密钥权限范围
+- ✅ Limit key permission scope
-- ✅ 在可信网络中使用
+- ✅ Use only on trusted networks
-- ✅ 生产环境使用 CI/CD 秘密管理
+- ✅ Use CI/CD secret management in production
 
-## 🧪 测试验证
+## 🧪 Test Verification
 
-### 运行测试套件
+### Run Test Suite
 
 ```bash
 pytest tests/scripts/test_deploy_filter.py -v
 ```
 
-### 测试覆盖范围
+### Test Coverage
 
 ```
-✅ TestFilterDiscovery (3 个测试)
+✅ TestFilterDiscovery (3 tests)
    - test_find_async_context_compression
    - test_find_nonexistent_filter
    - test_find_filter_with_underscores
 
-✅ TestMetadataExtraction (3 个测试)
+✅ TestMetadataExtraction (3 tests)
    - test_extract_metadata_from_async_compression
    - test_extract_metadata_empty_file
    - test_extract_metadata_multiline_docstring
 
-✅ TestPayloadBuilding (4 个测试)
+✅ TestPayloadBuilding (4 tests)
    - test_build_filter_payload_basic
    - test_payload_has_required_fields
    - test_payload_with_openwebui_id
 
-✅ TestVersionExtraction (1 个测试)
+✅ TestVersionExtraction (1 test)
    - test_extract_valid_version
 
-结果: 10/10 通过 ✅
+Result: 10/10 PASSED ✅
 ```
 
-## 💡 常见用例
+## 💡 Common Use Cases
 
-### 用例 1: 修复 Bug 后快速测试
+### Use Case 1: Quick Test After Bug Fix
 
 ```bash
-# 1. 修改代码
+# 1. Modify code
 vim plugins/filters/async-context-compression/async_context_compression.py
 
-# 2. 立即部署（不需要重启 OpenWebUI）
+# 2. Deploy immediately (no OpenWebUI restart needed)
 cd scripts && python deploy_filter.py
 
-# 3. 在 OpenWebUI 中测试修复
+# 3. Test fix in OpenWebUI
-# 4. 重复迭代（返回步骤 1）
+# 4. Iterate (return to step 1)
 ```
 
-### 用例 2: 开发新的 Filter
+### Use Case 2: Develop New Filter
 
 ```bash
-# 1. 创建新 Filter 目录
+# 1. Create new Filter directory
 mkdir plugins/filters/my-new-filter
 
-# 2. 编写代码（包含必要的 docstring 元数据）
+# 2. Write code (include required docstring metadata)
 cat > plugins/filters/my-new-filter/my_new_filter.py << 'EOF'
 """
 title: My New Filter
@@ -254,33 +259,33 @@ class Filter:
     # ... implementation ...
 EOF
 
-# 3. 首次部署（创建）
+# 3. First deployment (create)
 cd scripts && python deploy_filter.py my-new-filter
 
-# 4. 在 OpenWebUI UI 测试
+# 4. Test in OpenWebUI UI
-# 5. 重复更新
+# 5. Repeat updates
 cd scripts && python deploy_filter.py my-new-filter
 ```
 
-### 用例 3: 版本更新和发布
+### Use Case 3: Version Update and Release
 
 ```bash
-# 1. 更新版本号
+# 1. Update version number
 vim plugins/filters/async-context-compression/async_context_compression.py
-# 修改: version: 1.3.0 → version: 1.4.0
+# Change: version: 1.3.0 → version: 1.4.0
 
-# 2. 部署新版本
+# 2. Deploy new version
 cd scripts && python deploy_filter.py
 
-# 3. 测试通过后提交
+# 3. After testing, commit
 git add plugins/filters/async-context-compression/
 git commit -m "feat(filters): update async-context-compression to 1.4.0"
 git push
 ```
 
-## 🔄 CI/CD 集成
+## 🔄 CI/CD Integration
 
-### GitHub Actions 示例
+### GitHub Actions Example
 
 ```yaml
 name: Deploy Filter on Release
@@ -308,71 +313,74 @@ jobs:
           api_key: ${{ secrets.OPENWEBUI_API_KEY }}
 ```
 
-## 📚 参考文档
+## 📚 Reference Documentation
 
-- [完整部署指南](DEPLOYMENT_GUIDE.md)
+- [Complete Deployment Guide](DEPLOYMENT_GUIDE.md)
-- [快速参考卡片](QUICK_START.md)
+- [Quick Reference Card](QUICK_START.md)
-- [测试套件](../tests/scripts/test_deploy_filter.py)
+- [Test Suite](../tests/scripts/test_deploy_filter.py)
-- [插件开发指南](../docs/development/plugin-guide.md)
+- [Plugin Development Guide](../docs/development/plugin-guide.md)
-- [OpenWebUI 文档](https://docs.openwebui.com/)
+- [OpenWebUI Documentation](https://docs.openwebui.com/)
 
-## 🎓 学习资源
+## 🎓 Learning Resources
 
-### 架构理解
+### Architecture Understanding
 
 ```
-OpenWebUI 系统设计
+OpenWebUI System Design
     ↓
-Filter 插件类型定义
+Filter Plugin Type Definition
     ↓
-REST API 接口 (/api/v1/functions)
+REST API Interface (/api/v1/functions)
     ↓
-本地部署脚本实现 (deploy_filter.py)
+Local Deployment Script Implementation (deploy_filter.py)
     ↓
-元数据提取和投递
+Metadata Extraction and Delivery
 ```
 
-### 调试技巧
+### Debugging Tips
+
+1. **Enable Verbose Logging**:
 
-1. **启用详细日志**:
    ```bash
    python deploy_filter.py 2>&1 | tee deploy.log
    ```
 
-2. **测试 API 连接**:
+2. **Test API Connection**:
+
    ```bash
-   curl -X GET http://localhost:3003/api/v1/functions \
+   curl -X GET http://localhost:3000/api/v1/functions \
      -H "Authorization: Bearer $API_KEY"
    ```
 
-3. **验证 .env 文件**:
+3. **Verify .env File**:
+
    ```bash
    grep "api_key=" scripts/.env
    ```
 
-## 📞 故障排除
+## 📞 Troubleshooting
 
-| 问题 | 诊断 | 解决方案 |
+| Issue | Diagnosis | Solution |
-|------|------|----------|
+|-------|-----------|----------|
-| Connection error | OpenWebUI 地址/端口不对 | 检查 localhost:3003；修改 URL 如需要 |
+| Connection error | Wrong OpenWebUI address/port | Check localhost:3000; modify URL if needed |
-| .env not found | 未创建配置文件 | `echo "api_key=sk-..." > scripts/.env` |
+| .env not found | Config file not created | `echo "api_key=sk-..." > scripts/.env` |
-| Filter not found | 插件名称错误 | 运行 `python deploy_filter.py --list` |
+| Filter not found | Wrong Plugin name | Run `python deploy_filter.py --list` |
-| Status 401 | API 密钥无效/过期 | 更新 `.env` 中的密钥 |
+| Status 401 | Invalid/expired API key | Update key in `.env` |
-| Status 500 | 服务器错误 | 检查 OpenWebUI 服务日志 |
+| Status 500 | Server error | Check OpenWebUI service logs |
 
-## ✨ 特色功能
+## ✨ Highlight Features
 
-| 特性 | 描述 |
+| Feature | Description |
-|------|------|
+|---------|-------------|
-| 🔍 自动发现 | 自动查找所有 Filter 插件 |
+| 🔍 Auto Discovery | Automatically find all Filter plugins |
-| 📊 元数据提取 | 从代码自动提取版本和元数据 |
+| 📊 Metadata Extraction | Auto-extract version and metadata from code |
-| ♻️ 自动更新 | 智能处理更新或创建 |
+| ♻️ Auto-update | Smart handling of update or create |
-| 🛡️ 错误处理 | 详细的错误提示和诊断信息 |
+| 🛡️ Error Handling | Detailed error messages and diagnostics |
-| 🚀 快速迭代 | 秒级部署，无需重启 |
+| 🚀 Fast Iteration | Second-level deployment, no restart |
-| 🧪 完整测试 | 10 个单元测试覆盖核心功能 |
+| 🧪 Complete Testing | 10 unit tests covering core functions |
 
 ---
 
-**最后更新**: 2026-03-09  
+**Last Updated**: 2026-03-09  
-**作者**: Fu-Jie  
+**Author**: Fu-Jie  
-**项目**: [openwebui-extensions](https://github.com/Fu-Jie/openwebui-extensions)
+**Project**: [openwebui-extensions](https://github.com/Fu-Jie/openwebui-extensions)

scripts/QUICK_START.md

@@ -1,76 +1,76 @@
-# ⚡ 快速部署参考 (Quick Deployment Reference)
+# ⚡ Quick Deployment Reference
 
-## 一行命令部署
+## One-line Deploy Commands
 
 ```bash
-# 部署 async_context_compression Filter（默认）
+# Deploy async_context_compression Filter (default)
 cd scripts && python deploy_filter.py
 
-# 列出所有可用 Filter
+# List all available Filters
 cd scripts && python deploy_filter.py --list
 ```
 
-## 前置步骤（仅需一次）
+## Setup Steps (One time only)
 
 ```bash
-# 1. 进入 scripts 目录
+# 1. Enter scripts directory
 cd scripts
 
-# 2. 创建 .env 文件，包含 OpenWebUI API 密钥
+# 2. Create .env file with your OpenWebUI API key
 echo "api_key=sk-your-api-key-here" > .env
 
-# 3. 确保 OpenWebUI 运行在 localhost:3003
+# 3. Make sure OpenWebUI is running on localhost:3000
 ```
 
-## 获取 API 密钥
+## Get Your API Key
 
-1. 打开 OpenWebUI → 用户头像 → Settings
+1. Open OpenWebUI → user avatar → Settings
-2. 找到 "API Keys" 部分
+2. Find "API Keys" section
-3. 复制密钥（sk-开头）
+3. Copy your key (starts with sk-)
-4. 粘贴到 `.env` 文件
+4. Paste into `.env` file
 
-## 部署流程
+## Deployment Workflow
 
 ```bash
-# 1. 编辑插件代码
+# 1. Edit plugin code
 vim ../plugins/filters/async-context-compression/async_context_compression.py
 
-# 2. 部署到本地
+# 2. Deploy to local
 python deploy_filter.py
 
-# 3. 在 OpenWebUI 测试（无需重启）
+# 3. Test in OpenWebUI (no restart needed)
 
-# 4. 重复部署（自动覆盖）
+# 4. Deploy again (auto-overwrites)
 python deploy_filter.py
 ```
 
-## 常见命令
+## Common Commands
 
-| 命令 | 说明 |
+| Command | Description |
-|------|------|
+|---------|-------------|
-| `python deploy_filter.py` | 部署 async_context_compression |
+| `python deploy_filter.py` | Deploy async_context_compression |
-| `python deploy_filter.py filter-name` | 部署指定 Filter |
+| `python deploy_filter.py filter-name` | Deploy specific Filter |
-| `python deploy_filter.py --list` | 列出所有可用 Filter |
+| `python deploy_filter.py --list` | List all available Filters |
-| `python deploy_pipe.py` | 部署 GitHub Copilot SDK Pipe |
+| `python deploy_pipe.py` | Deploy GitHub Copilot SDK Pipe |
 
-## 故障诊断
+## Troubleshooting
 
-| 错误 | 原因 | 解决方案 |
+| Error | Cause | Solution |
-|------|------|----------|
+|-------|-------|----------|
-| Connection error | OpenWebUI 未运行 | 启动 OpenWebUI 或检查端口 |
+| Connection error | OpenWebUI not running | Start OpenWebUI or check port |
-| .env not found | 未创建配置文件 | `echo "api_key=sk-..." > .env` |
+| .env not found | Config file not created | `echo "api_key=sk-..." > .env` |
-| Filter not found | Filter 名称错误 | 运行 `python deploy_filter.py --list` |
+| Filter not found | Filter name is wrong | Run `python deploy_filter.py --list` |
-| Status 401 | API 密钥无效 | 更新 `.env` 中的密钥 |
+| Status 401 | API key invalid | Update key in `.env` |
 
-## 文件位置
+## File Locations
 
 ```
 openwebui-extensions/
 ├── scripts/
-│   ├── deploy_filter.py        ← Filter 部署工具
+│   ├── deploy_filter.py        ← Filter deployment tool
-│   ├── deploy_pipe.py          ← Pipe 部署工具
+│   ├── deploy_pipe.py          ← Pipe deployment tool
-│   ├── .env                    ← API 密钥（不提交）
+│   ├── .env                    ← API key (don't commit)
-│   └── DEPLOYMENT_GUIDE.md     ← 完整指南
+│   └── DEPLOYMENT_GUIDE.md     ← Full guide
 │
 └── plugins/
     └── filters/
@@ -80,26 +80,26 @@ openwebui-extensions/
             └── README_CN.md
 ```
 
-## 工作流建议
+## Suggested Workflow
 
-### 快速迭代开发
+### Fast Iterative Development
 
 ```bash
-# Terminal 1: 启动 OpenWebUI（如果未运行）
+# Terminal 1: Start OpenWebUI (if not running)
-docker run -d -p 3003:8080 ghcr.io/open-webui/open-webui:latest
+docker run -d -p 3000:8080 ghcr.io/open-webui/open-webui:latest
 
-# Terminal 2: 开发环节（重复执行）
+# Terminal 2: Development loop (repeated)
 cd scripts
-code ../plugins/filters/async-context-compression/  # 编辑代码
+code ../plugins/filters/async-context-compression/  # Edit code
-python deploy_filter.py                             # 部署
+python deploy_filter.py                             # Deploy
-# → 在 OpenWebUI 测试
+# → Test in OpenWebUI
-# → 返回编辑，重复
+# → Go back to edit, repeat
 ```
 
-### CI/CD 集成
+### CI/CD Integration
 
 ```bash
-# 在 GitHub Actions 中
+# In GitHub Actions
 - name: Deploy filter to staging
   run: |
     cd scripts
@@ -110,4 +110,4 @@ python deploy_filter.py                             # 部署
 
 ---
 
-📚 **更多帮助**: 查看 `DEPLOYMENT_GUIDE.md`
+📚 **More Help**: See `DEPLOYMENT_GUIDE.md`

scripts/README.md

@@ -1,70 +1,86 @@
-# 🚀 部署脚本使用指南 (Deployment Scripts Guide)
+# 🚀 Deployment Scripts Guide
 
-## 📁 新增部署工具
+## 📁 Deployment Tools
 
-为了支持快速本地部署 async_context_compression 和其他 Filter 插件，我们添加了以下文件：
+To support quick local deployment of async_context_compression and other Filter plugins, we've added the following files:
 
-### 具体文件列表
+### File Inventory
 
 ```
 scripts/
-├── deploy_filter.py                        ✨ 通用 Filter 部署工具
+├── install_all_plugins.py                  ✨ Batch install Action/Filter/Pipe/Tool plugins
-├── deploy_async_context_compression.py     ✨ Async Context Compression 快捷部署
+├── deploy_filter.py                        ✨ Generic Filter deployment tool
-├── deploy_pipe.py                          (已有) Pipe 部署工具
+├── deploy_tool.py                          ✨ Tool plugin deployment tool
-├── DEPLOYMENT_GUIDE.md                     ✨ 完整部署指南
+├── deploy_async_context_compression.py     ✨ Async Context Compression quick deploy
-├── DEPLOYMENT_SUMMARY.md                   ✨ 部署功能总结
+├── deploy_pipe.py                          (existing) Pipe deployment tool
-├── QUICK_START.md                          ✨ 快速参考卡片
+├── DEPLOYMENT_GUIDE.md                     ✨ Complete deployment guide
-├── .env                                    (需要创建) API 密钥配置
+├── DEPLOYMENT_SUMMARY.md                   ✨ Deploy feature summary
-└── ...其他现有脚本
+├── QUICK_START.md                          ✨ Quick reference card
+├── .env                                    (create as needed) API key configuration
+└── ...other existing scripts
 ```
 
-## ⚡ 快速开始 (30 秒)
+## ⚡ Quick Start (30 seconds)
 
-### 步骤 1: 准备 API 密钥
+### Step 1: Prepare Your API Key
 
 ```bash
 cd scripts
 
-# 获取你的 OpenWebUI API 密钥：
+# Get your OpenWebUI API key:
-# 1. 打开 OpenWebUI → 用户菜单 → Settings
+# 1. Open OpenWebUI → User menu → Settings
-# 2. 找到 "API Keys" 部分
+# 2. Find the "API Keys" section
-# 3. 复制你的密钥（以 sk- 开头）
+# 3. Copy your key (starts with sk-)
 
-# 创建 .env 文件
+# Create .env file
-echo "api_key=sk-你的密钥" > .env
+cat > .env <<'EOF'
+api_key=sk-your-key-here
+url=http://localhost:3000
+EOF
 ```
 
-### 步骤 2: 部署异步上下文压缩
+### Step 2a: Install All Plugins (Recommended)
 
 ```bash
-# 最简单的方式 - 专用脚本
+python install_all_plugins.py
+```
+
+### Step 2b: Or Deploy Individual Plugins
+
+```bash
+# Easiest way - dedicated script
 python deploy_async_context_compression.py
 
-# 或使用通用脚本
+# Or use generic script
 python deploy_filter.py
 
-# 或指定插件名称
+# Or specify plugin name
 python deploy_filter.py async-context-compression
+
+# Or deploy a Tool
+python deploy_tool.py
 ```
 
-## 📋 部署工具详解
+## 📋 Deployment Tools Detailed
 
-### 1️⃣ `deploy_async_context_compression.py` — 专用部署脚本
+### 1️⃣ `deploy_async_context_compression.py` — Dedicated Deployment Script
 
-**最简单的部署方式！**
+**The simplest way to deploy!**
 
 ```bash
 cd scripts
 python deploy_async_context_compression.py
 ```
 
-**特点**:
+**Features**:
-- ✅ 专为 async_context_compression 优化
+
-- ✅ 清晰的部署步骤和确认
+- ✅ Optimized specifically for async_context_compression
-- ✅ 友好的错误提示
+- ✅ Clear deployment steps and confirmation
-- ✅ 部署成功后显示后续步骤
+- ✅ Friendly error messages
+- ✅ Shows next steps after successful deployment
+
+**Sample Output**:
 
-**输出样例**:
 ```
 ======================================================================
 🚀 Deploying Async Context Compression Filter Plugin
@@ -79,269 +95,321 @@ python deploy_async_context_compression.py
 ======================================================================
 
 Next steps:
-  1. Open OpenWebUI in your browser: http://localhost:3003
+  1. Open OpenWebUI in your browser: http://localhost:3000
   2. Go to Settings → Filters
   3. Enable 'Async Context Compression'
   4. Configure Valves as needed
   5. Start using the filter in conversations
 ```
 
-### 2️⃣ `deploy_filter.py` — 通用 Filter 部署工具
+### 2️⃣ `deploy_filter.py` — Generic Filter Deployment Tool
 
-**支持所有 Filter 插件！**
+**Supports all Filter plugins!**
 
 ```bash
-# 部署默认的 async_context_compression
+# Deploy default async_context_compression
 python deploy_filter.py
 
-# 部署其他 Filter
+# Deploy other Filters
 python deploy_filter.py folder-memory
 python deploy_filter.py context_enhancement_filter
 
-# 列出所有可用 Filter
+# List all available Filters
 python deploy_filter.py --list
 ```
 
-**特点**:
+**Features**:
-- ✅ 通用的 Filter 部署工具
-- ✅ 支持多个插件
-- ✅ 自动元数据提取
-- ✅ 智能更新/创建逻辑
-- ✅ 完整的错误诊断
 
-### 3️⃣ `deploy_pipe.py` — Pipe 部署工具
+- ✅ Generic Filter deployment tool
+- ✅ Supports multiple plugins
+- ✅ Auto metadata extraction
+- ✅ Smart update/create logic
+- ✅ Complete error diagnostics
+
+### 3️⃣ `deploy_pipe.py` — Pipe Deployment Tool
 
 ```bash
 python deploy_pipe.py
 ```
 
-用于部署 Pipe 类型的插件（如 GitHub Copilot SDK）。
+Used to deploy Pipe-type plugins (like GitHub Copilot SDK).
 
-## 🔧 工作原理
+### 3️⃣+ `deploy_tool.py` — Tool Deployment Tool
-
-```
-你的代码变更
-    ↓
-运行部署脚本
-    ↓
-脚本读取对应插件文件
-    ↓
-从代码自动提取元数据 (title, version, author, etc.)
-    ↓
-构建 API 请求
-    ↓
-发送到本地 OpenWebUI
-    ↓
-OpenWebUI 更新或创建插件
-    ↓
-立即生效！（无需重启）
-```
-
-## 📊 可部署的 Filter 列表
-
-使用 `python deploy_filter.py --list` 查看所有可用 Filter：
-
-| Filter 名称 | Python 文件 | 描述 |
-|-----------|-----------|------|
-| **async-context-compression** | async_context_compression.py | 异步上下文压缩 |
-| chat-session-mapping-filter | chat_session_mapping_filter.py | 聊天会话映射 |
-| context_enhancement_filter | context_enhancement_filter.py | 上下文增强 |
-| folder-memory | folder_memory.py | 文件夹记忆 |
-| github_copilot_sdk_files_filter | github_copilot_sdk_files_filter.py | Copilot SDK Files |
-| markdown_normalizer | markdown_normalizer.py | Markdown 规范化 |
-| web_gemini_multimodel_filter | web_gemini_multimodel_filter.py | Gemini 多模态 |
-
-## 🎯 常见使用场景
-
-### 场景 1: 开发新功能后部署
 
 ```bash
-# 1. 修改代码
+# Deploy default Tool
+python deploy_tool.py
+
+# Or specify a specific Tool
+python deploy_tool.py openwebui-skills-manager
+```
+
+**Features**:
+
+- ✅ Supports Tools plugin deployment
+- ✅ Auto-detects `Tools` class definition
+- ✅ Smart update/create logic
+- ✅ Complete error diagnostics
+
+**Use Case**:
+Deploy or reinstall a specific Tool individually, or deploy only Tools without running full batch installation. The script now calls OpenWebUI's native `/api/v1/tools/*` endpoints.
+
+### 4️⃣ `install_all_plugins.py` — Batch Installation Script
+
+One-command installation of all repository plugins that meet these criteria:
+
+- Located in `plugins/actions`, `plugins/filters`, `plugins/pipes`, `plugins/tools`
+- Plugin header contains `openwebui_id`
+- Filename is not in Chinese characters
+- Filename does not end with `_cn.py`
+
+```bash
+# Check which plugins will be installed
+python install_all_plugins.py --list
+
+# Dry-run without calling API
+python install_all_plugins.py --dry-run
+
+# Actually install all supported types (including Action/Filter/Pipe/Tool)
+python install_all_plugins.py
+
+# Install only specific types
+python install_all_plugins.py --types pipe action
+```
+
+The script prioritizes updating existing plugins and automatically creates new ones.
+
+**Tool Integration**: Tool-type plugins now automatically use OpenWebUI's native `/api/v1/tools/create` and `/api/v1/tools/id/{id}/update` endpoints, no longer reusing the `functions` endpoint.
+
+## 🔧 How It Works
+
+```
+Your code changes
+    ↓
+Run deployment script
+    ↓
+Script reads the corresponding plugin file
+    ↓
+Auto-extracts metadata from code (title, version, author, etc.)
+    ↓
+Builds API request
+    ↓
+Sends to local OpenWebUI
+    ↓
+OpenWebUI updates or creates plugin
+    ↓
+Takes effect immediately! (no restart needed)
+```
+
+## 📊 Available Filter List
+
+Use `python deploy_filter.py --list` to see all available Filters:
+
+| Filter Name | Python File | Description |
+|-----------|-----------|------|
+| **async-context-compression** | async_context_compression.py | Async context compression |
+| chat-session-mapping-filter | chat_session_mapping_filter.py | Chat session mapping |
+| context_enhancement_filter | context_enhancement_filter.py | Context enhancement |
+| folder-memory | folder_memory.py | Folder memory |
+| github_copilot_sdk_files_filter | github_copilot_sdk_files_filter.py | Copilot SDK Files |
+| markdown_normalizer | markdown_normalizer.py | Markdown normalization |
+| web_gemini_multimodel_filter | web_gemini_multimodel_filter.py | Gemini multimodal |
+
+## 🎯 Common Use Cases
+
+### Scenario 1: Deploy After Feature Development
+
+```bash
+# 1. Modify code
 vim ../plugins/filters/async-context-compression/async_context_compression.py
 
-# 2. 更新版本号（可选）
+# 2. Update version number (optional)
 # version: 1.3.0 → 1.3.1
 
-# 3. 部署
+# 3. Deploy
 python deploy_async_context_compression.py
 
-# 4. 在 OpenWebUI 中测试
+# 4. Test in OpenWebUI
-# → 无需重启，立即生效！
+# → No restart needed, takes effect immediately!
 
-# 5. 继续开发，重复上述步骤
+# 5. Continue development and repeat
 ```
 
-### 场景 2: 修复 Bug 并快速验证
+### Scenario 2: Fix Bug and Verify Quickly
 
 ```bash
-# 1. 定位并修复 Bug
+# 1. Find and fix bug
 vim ../plugins/filters/async-context-compression/async_context_compression.py
 
-# 2. 快速部署验证
+# 2. Quick deploy to verify
 python deploy_async_context_compression.py
 
-# 3. 在 OpenWebUI 测试 Bug 修复
+# 3. Test bug fix in OpenWebUI
-# 一键部署，秒级反馈！
+# One-command deploy, instant feedback!
 ```
 
-### 场景 3: 部署多个 Filter
+### Scenario 3: Deploy Multiple Filters
 
 ```bash
-# 部署所有需要更新的 Filter
+# Deploy all Filters that need updates
 python deploy_filter.py async-context-compression
 python deploy_filter.py folder-memory
 python deploy_filter.py context_enhancement_filter
 ```
 
-## 🔐 安全提示
+## 🔐 Security Tips
 
-### 管理 API 密钥
+### Manage API Keys
 
 ```bash
-# 1. 创建 .env（只在本地）
+# 1. Create .env (local only)
 echo "api_key=sk-your-key" > .env
 
-# 2. 添加到 .gitignore（防止提交）
+# 2. Add to .gitignore (prevent commit)
 echo "scripts/.env" >> ../.gitignore
 
-# 3. 验证不会被提交
+# 3. Verify it won't be committed
-git status  # 应该看不到 .env
+git status  # should not show .env
 
-# 4. 定期轮换密钥
+# 4. Rotate keys regularly
-# → 在 OpenWebUI Settings 中生成新密钥
+# → Generate new key in OpenWebUI Settings
-# → 更新 .env 文件
+# → Update .env file
 ```
 
-### ✅ 安全检查清单
+### ✅ Security Checklist
 
-- [ ] `.env` 文件在 `.gitignore` 中
+- [ ] `.env` file is in `.gitignore`
-- [ ] 从不在代码中硬编码 API 密钥
+- [ ] Never hardcode API keys in code
-- [ ] 定期轮换 API 密钥
+- [ ] Rotate API keys periodically
-- [ ] 仅在可信网络中使用
+- [ ] Use only on trusted networks
-- [ ] 生产环境使用 CI/CD 秘密管理
+- [ ] Use CI/CD secret management in production
 
-## ❌ 故障排除
+## ❌ Troubleshooting
 
-### 问题 1: "Connection error"
+### Issue 1: "Connection error"
 
 ```
-❌ Connection error: Could not reach OpenWebUI at localhost:3003
+❌ Connection error: Could not reach OpenWebUI at localhost:3000
    Make sure OpenWebUI is running and accessible.
 ```
 
-**解决方案**:
+**Solution**:
+
 ```bash
-# 1. 检查 OpenWebUI 是否运行
+# 1. Check if OpenWebUI is running
-curl http://localhost:3003
+curl http://localhost:3000
 
-# 2. 如果端口不同，编辑脚本中的 URL
+# 2. If port is different, edit URL in script
-# 默认: http://localhost:3003
+# Default: http://localhost:3000
-# 修改位置: deploy_filter.py 中的 "localhost:3003"
+# Location: "localhost:3000" in deploy_filter.py
 
-# 3. 检查防火墙设置
+# 3. Check firewall settings
 ```
 
-### 问题 2: ".env file not found"
+### Issue 2: ".env file not found"
 
 ```
 ❌ [ERROR] .env file not found at .env
    Please create it with: api_key=sk-xxxxxxxxxxxx
 ```
 
-**解决方案**:
+**Solution**:
+
 ```bash
 echo "api_key=sk-your-api-key" > .env
-cat .env  # 验证文件已创建
+cat .env  # verify file created
 ```
 
-### 问题 3: "Filter not found"
+### Issue 3: "Filter not found"
 
 ```
 ❌ [ERROR] Filter 'xxx' not found in .../plugins/filters
 ```
 
-**解决方案**:
+**Solution**:
+
 ```bash
-# 列出所有可用 Filter
+# List all available Filters
 python deploy_filter.py --list
 
-# 使用正确的名称重试
+# Retry with correct name
 python deploy_filter.py async-context-compression
 ```
 
-### 问题 4: "Status 401" (Unauthorized)
+### Issue 4: "Status 401" (Unauthorized)
 
 ```
 ❌ Failed to update or create. Status: 401
    Error: {"error": "Unauthorized"}
 ```
 
-**解决方案**:
+**Solution**:
+
 ```bash
-# 1. 验证 API 密钥是否正确
+# 1. Verify API key is correct
 grep "api_key=" .env
 
-# 2. 在 OpenWebUI 中检查密钥是否仍然有效
+# 2. Check if key is still valid in OpenWebUI
-# Settings → API Keys → 检查
+# Settings → API Keys → Check
 
-# 3. 生成新密钥并更新 .env
+# 3. Generate new key and update .env
 echo "api_key=sk-new-key" > .env
 ```
 
-## 📖 文档导航
+## 📖 Documentation Navigation
 
-| 文档 | 描述 |
+| Document | Description |
 |------|------|
-| **README.md** (本文件) | 快速参考和常见问题 |
+| **README.md** (this file) | Quick reference and FAQs |
-| [QUICK_START.md](QUICK_START.md) | 一页速查表 |
+| [QUICK_START.md](QUICK_START.md) | One-page cheat sheet |
-| [DEPLOYMENT_GUIDE.md](DEPLOYMENT_GUIDE.md) | 完整详细指南 |
+| [DEPLOYMENT_GUIDE.md](DEPLOYMENT_GUIDE.md) | Complete detailed guide |
-| [DEPLOYMENT_SUMMARY.md](DEPLOYMENT_SUMMARY.md) | 技术架构说明 |
+| [DEPLOYMENT_SUMMARY.md](DEPLOYMENT_SUMMARY.md) | Technical architecture |
 
-## 🧪 验证部署成功
+## 🧪 Verify Deployment Success
 
-### 方式 1: 检查脚本输出
+### Method 1: Check Script Output
 
 ```bash
 python deploy_async_context_compression.py
 
-# 成功标志:
+# Success indicator:
 ✅ Successfully updated 'Async Context Compression' filter!
 ```
 
-### 方式 2: 在 OpenWebUI 中验证
+### Method 2: Verify in OpenWebUI
 
-1. 打开 OpenWebUI: http://localhost:3003
+1. Open OpenWebUI: <http://localhost:3000>
-2. 进入 Settings → Filters
+2. Go to Settings → Filters
-3. 查看 "Async Context Compression" 是否列出
+3. Check if 'Async Context Compression' is listed
-4. 查看版本号是否正确（应该是最新的）
+4. Verify version number is correct (should be latest)
 
-### 方式 3: 测试插件功能
+### Method 3: Test Plugin Functionality
 
-1. 打开一个新对话
+1. Open a new conversation
-2. 启用 "Async Context Compression" Filter
+2. Enable 'Async Context Compression' Filter
-3. 进行多轮对话，验证压缩和总结功能正常
+3. Have multiple-turn conversation and verify compression/summarization works
 
-## 💡 高级用法
+## 💡 Advanced Usage
 
-### 自动化部署测试
+### Automated Deploy & Test
 
 ```bash
 #!/bin/bash
 # deploy_and_test.sh
 
-echo "部署插件..."
+echo "Deploying plugin..."
 python scripts/deploy_async_context_compression.py
 
 if [ $? -eq 0 ]; then
-    echo "✅ 部署成功，运行测试..."
+    echo "✅ Deploy successful, running tests..."
     python -m pytest tests/plugins/filters/async-context-compression/ -v
 else
-    echo "❌ 部署失败"
+    echo "❌ Deploy failed"
     exit 1
 fi
 ```
 
-### CI/CD 集成
+### CI/CD Integration
 
 ```yaml
 # .github/workflows/deploy.yml
@@ -362,55 +430,55 @@ jobs:
           api_key: ${{ secrets.OPENWEBUI_API_KEY }}
 ```
 
-## 📞 获取帮助
+## 📞 Getting Help
 
-### 检查脚本状态
+### Check Script Status
 
 ```bash
-# 列出所有可用脚本
+# List all available scripts
 ls -la scripts/*.py
 
-# 检查部署脚本是否存在
+# Check if deployment scripts exist
 ls -la scripts/deploy_*.py
 ```
 
-### 查看脚本版本
+### View Script Help
 
 ```bash
-# 查看脚本帮助
+# View help (if supported)
-python scripts/deploy_filter.py --help  # 如果支持的话
+python scripts/deploy_filter.py --help  # if supported
 python scripts/deploy_async_context_compression.py --help
 ```
 
-### 调试模式
+### Debug Mode
 
 ```bash
-# 保存输出到日志文件
+# Save output to log file
 python scripts/deploy_async_context_compression.py | tee deploy.log
 
-# 检查日志
+# Check log
 cat deploy.log
 ```
 
 ---
 
-## 📝 文件清单
+## 📝 File Checklist
 
-新增的部署相关文件：
+Newly created deployment-related files:
 
 ```
-✨ scripts/deploy_filter.py                     (新增) ~300 行
+✨ scripts/deploy_filter.py                     (new) ~300 lines
-✨ scripts/deploy_async_context_compression.py  (新增) ~70 行
+✨ scripts/deploy_async_context_compression.py  (new) ~70 lines
-✨ scripts/DEPLOYMENT_GUIDE.md                  (新增) 完整指南
+✨ scripts/DEPLOYMENT_GUIDE.md                  (new) complete guide
-✨ scripts/DEPLOYMENT_SUMMARY.md                (新增) 技术总结
+✨ scripts/DEPLOYMENT_SUMMARY.md                (new) technical summary
-✨ scripts/QUICK_START.md                       (新增) 快速参考
+✨ scripts/QUICK_START.md                       (new) quick reference
-📄 tests/scripts/test_deploy_filter.py          (新增) 10 个单元测试 ✅
+📄 tests/scripts/test_deploy_filter.py          (new) 10 unit tests ✅
 
-✅ 所有文件已创建并测试通过！
+✅ All files created and tested successfully!
 ```
 
 ---
 
-**最后更新**: 2026-03-09  
+**Last Updated**: 2026-03-09  
-**脚本状态**: ✅ Ready for production  
+**Script Status**: ✅ Ready for production  
-**测试覆盖**: 10/10 通过 ✅
+**Test Coverage**: 10/10 passed ✅

scripts/UPDATE_MECHANISM.md

@@ -1,45 +1,46 @@
-# 🔄 部署脚本的更新机制 (Deployment Update Mechanism)
+# 🔄 Deployment Scripts Update Mechanism
 
-## 核心答案
+## Core Answer
 
-✅ **是的，再次部署会自动更新！**
+✅ **Yes, re-deploying automatically updates the plugin!**
 
-部署脚本采用**智能两阶段策略**：
+The deployment script uses a **smart two-stage strategy**:
-1. 🔄 **优先尝试更新** (UPDATE) — 如果插件已存在
-2. 📝 **自动创建** (CREATE) — 如果更新失败（插件不存在）
 
-## 工作流程图
+1. 🔄 **Try UPDATE First** (if plugin exists)
+2. 📝 **Auto CREATE** (if update fails — plugin doesn't exist)
+
+## Workflow Diagram
 
 ```
-运行部署脚本
+Run deploy script
     ↓
-读取本地代码和元数据
+Read local code and metadata
     ↓
-发送 UPDATE 请求到 OpenWebUI
+Send UPDATE request to OpenWebUI
     ↓
        ├─ HTTP 200 ✅
-       │  └─ 插件已存在 → 更新成功！
+       │  └─ Plugin exists → Update successful!
        │
-       └─ 其他状态代码 (404, 400 等)
+       └─ Other status codes (404, 400, etc.)
-          └─ 插件不存在或更新失败
+          └─ Plugin doesn't exist or update failed
              ↓
-             发送 CREATE 请求
+             Send CREATE request
              ↓
              ├─ HTTP 200 ✅
-             │  └─ 创建成功！
+             │  └─ Creation successful!
              │
-             └─ 失败
+             └─ Failed
-                └─ 显示错误信息
+                └─ Display error message
 ```
 
-## 详细步骤分析
+## Detailed Step-by-step
 
-### 步骤 1️⃣: 尝试更新 (UPDATE)
+### Step 1️⃣: Try UPDATE First
 
 ```python
-# 代码位置: deploy_filter.py 第 220-230 行
+# Code location: deploy_filter.py line 220-230
 
-update_url = "http://localhost:3003/api/v1/functions/id/{filter_id}/update"
+update_url = "http://localhost:3000/api/v1/functions/id/{filter_id}/update"
 
 response = requests.post(
     update_url,
@@ -53,24 +54,25 @@ if response.status_code == 200:
     return True
 ```
 
-**这一步**:
+**What Happens**:
-- 向 OpenWebUI API 发送 **POST** 到 `/api/v1/functions/id/{filter_id}/update`
-- 如果返回 **HTTP 200**，说明插件已存在且成功更新
-- 包含的内容:
-  - 完整的最新代码
-  - 元数据 (title, version, author, description 等)
-  - 清单信息 (manifest)
 
-### 步骤 2️⃣: 若更新失败，尝试创建 (CREATE)
+- Send **POST** to `/api/v1/functions/id/{filter_id}/update`
+- If returns **HTTP 200**, plugin exists and update succeeded
+- Includes:
+  - Complete latest code
+  - Metadata (title, version, author, description, etc.)
+  - Manifest information
+
+### Step 2️⃣: If UPDATE Fails, Try CREATE
 
 ```python
-# 代码位置: deploy_filter.py 第 231-245 行
+# Code location: deploy_filter.py line 231-245
 
 if response.status_code != 200:
     print(f"⚠️  Update failed with status {response.status_code}, "
           "attempting to create instead...")
     
-    create_url = "http://localhost:3003/api/v1/functions/create"
+    create_url = "http://localhost:3000/api/v1/functions/create"
     res_create = requests.post(
         create_url,
         headers=headers,
@@ -83,96 +85,100 @@ if response.status_code != 200:
         return True
 ```
 
-**这一步**:
+**What Happens**:
-- 如果更新失败 (HTTP ≠ 200)，自动尝试创建
-- 向 `/api/v1/functions/create` 发送 **POST** 请求
-- 使用**相同的 payload**（代码、元数据都一样）
-- 如果创建成功，第一次部署到 OpenWebUI
 
-## 实际使用场景
+- If update fails (HTTP ≠ 200), auto-attempt create
+- Send **POST** to `/api/v1/functions/create`
+- Uses **same payload** (code, metadata identical)
+- If creation succeeds, first deployment to OpenWebUI
 
-### 场景 A: 第一次部署
+## Real-world Scenarios
+
+### Scenario A: First Deployment
 
 ```bash
 $ python deploy_async_context_compression.py
 
 📦 Deploying filter 'Async Context Compression' (version 1.3.0)...
    File: .../async_context_compression.py
-⚠️  Update failed with status 404, attempting to create instead...  ← 第一次，插件不存在
+⚠️  Update failed with status 404, attempting to create instead...  ← First time, plugin doesn't exist
-✅ Successfully created 'Async Context Compression' filter!         ← 创建成功
+✅ Successfully created 'Async Context Compression' filter!         ← Creation succeeds
 ```
 
-**发生的事**:
+**What Happens**:
-1. 尝试 UPDATE → 失败 (HTTP 404 — 插件不存在)
+
-2. 自动尝试 CREATE → 成功 (HTTP 200)
+1. Try UPDATE → fails (HTTP 404 — plugin doesn't exist)
-3. 插件被创建到 OpenWebUI
+2. Auto-try CREATE → succeeds (HTTP 200)
+3. Plugin created in OpenWebUI
 
 ---
 
-### 场景 B: 再次部署 (修改代码后)
+### Scenario B: Re-deploy After Code Changes
 
 ```bash
-# 第一次修改代码，再次部署
+# Made first code change, deploying again
 $ python deploy_async_context_compression.py
 
 📦 Deploying filter 'Async Context Compression' (version 1.3.1)...
    File: .../async_context_compression.py
-✅ Successfully updated 'Async Context Compression' filter!         ← 直接更新！
+✅ Successfully updated 'Async Context Compression' filter!         ← Direct update!
 ```
 
-**发生的事**:
+**What Happens**:
-1. 读取修改后的代码
+
-2. 尝试 UPDATE → 成功 (HTTP 200 — 插件已存在)
+1. Read modified code
-3. OpenWebUI 中的插件被更新为最新代码
+2. Try UPDATE → succeeds (HTTP 200 — plugin exists)
-4. **无需重启 OpenWebUI**，立即生效！
+3. Plugin in OpenWebUI updated to latest code
+4. **No need to restart OpenWebUI**, takes effect immediately!
 
 ---
 
-### 场景 C: 多次快速迭代
+### Scenario C: Multiple Fast Iterations
 
 ```bash
-# 第1次修改
+# 1st change
 $ python deploy_async_context_compression.py
 ✅ Successfully updated 'Async Context Compression' filter!
 
-# 第2次修改
+# 2nd change
 $ python deploy_async_context_compression.py
 ✅ Successfully updated 'Async Context Compression' filter!
 
-# 第3次修改
+# 3rd change
 $ python deploy_async_context_compression.py
 ✅ Successfully updated 'Async Context Compression' filter!
 
-# ... 无限制地重复 ...
+# ... repeat infinitely ...
 ```
 
-**特点**:
+**Characteristics**:
-- 🚀 每次更新只需 5 秒
-- 📝 每次都是增量更新
-- ✅ 无需重启 OpenWebUI
-- 🔄 可以无限制地重复
 
-## 更新的内容清单
+- 🚀 Each update takes only 5 seconds
+- 📝 Each is an incremental update
+- ✅ No need to restart OpenWebUI
+- 🔄 Can repeat indefinitely
 
-每次部署时，以下内容会被更新：
+## What Gets Updated
 
-✅ **代码** — 全部最新的 Python 代码  
+Each deployment updates the following:
-✅ **版本号** — 从 docstring 自动提取  
-✅ **标题** — 插件的显示名称  
-✅ **作者信息** — author, author_url  
-✅ **描述** — plugin description  
-✅ **元数据** — funding_url, openwebui_id 等  
 
-❌ **配置不会被覆盖** — 用户在 OpenWebUI 中设置的 Valves 配置保持不变
+✅ **Code** — All latest Python code  
+✅ **Version** — Auto-extracted from docstring  
+✅ **Title** — Plugin display name  
+✅ **Author Info** — author, author_url  
+✅ **Description** — Plugin description  
+✅ **Metadata** — funding_url, openwebui_id, etc.  
 
-## 版本号管理
+❌ **Configuration NOT Overwritten** — User's Valves settings in OpenWebUI stay unchanged
 
-### 更新时版本号会变吗？
+## Version Number Management
 
-✅ **是的，会变！**
+### Does Version Change on Update?
+
+✅ **Yes!**
 
 ```python
-# async_context_compression.py 的 docstring
+# docstring in async_context_compression.py
 
 """
 title: Async Context Compression
@@ -180,126 +186,129 @@ version: 1.3.0
 """
 ```
 
-**每次部署时**:
+**Each deployment**:
-1. 脚本从 docstring 读取版本号
+
-2. 发送给 OpenWebUI 的 manifest 包含这个版本号
+1. Script reads version from docstring
-3. 如果代码中改了版本号，部署时会更新到新版本
+2. Sends this version in manifest to OpenWebUI
+3. If you change version in code, deployment updates to new version
+
+**Best Practice**:
 
-**最佳实践**:
 ```bash
-# 1. 修改代码
+# 1. Modify code
 vim async_context_compression.py
 
-# 2. 更新版本号（在 docstring 中）
+# 2. Update version (in docstring)
-# 版本: 1.3.0 → 1.3.1
+# version: 1.3.0 → 1.3.1
 
-# 3. 部署
+# 3. Deploy
 python deploy_async_context_compression.py
 
-# 结果: OpenWebUI 中显示版本 1.3.1
+# Result: OpenWebUI shows version 1.3.1
 ```
 
-## 部署失败的情况
+## Deployment Failure Cases
 
-### 情况 1: 网络错误
+### Case 1: Network Error
 
 ```bash
-❌ Connection error: Could not reach OpenWebUI at localhost:3003
+❌ Connection error: Could not reach OpenWebUI at localhost:3000
    Make sure OpenWebUI is running and accessible.
 ```
 
-**原因**: OpenWebUI 未运行或端口错误  
+**Cause**: OpenWebUI not running or wrong port  
-**解决**: 检查 OpenWebUI 是否在运行
+**Solution**: Check if OpenWebUI is running
 
-### 情况 2: API 密钥无效
+### Case 2: Invalid API Key
 
 ```bash
 ❌ Failed to update or create. Status: 401
    Error: {"error": "Unauthorized"}
 ```
 
-**原因**: .env 中的 API 密钥无效或过期  
+**Cause**: API key in .env is invalid or expired  
-**解决**: 更新 `.env` 文件中的 api_key
+**Solution**: Update api_key in `.env` file
 
-### 情况 3: 服务器错误
+### Case 3: Server Error
 
 ```bash
 ❌ Failed to update or create. Status: 500
    Error: Internal server error
 ```
 
-**原因**: OpenWebUI 服务器内部错误  
+**Cause**: OpenWebUI server internal error  
-**解决**: 检查 OpenWebUI 日志
+**Solution**: Check OpenWebUI logs
 
-## 设置版本号的最佳实践
+## Setting Version Numbers — Best Practices
 
-### 语义化版本 (Semantic Versioning)
+### Semantic Versioning
 
-遵循 `MAJOR.MINOR.PATCH` 格式：
+Follow `MAJOR.MINOR.PATCH` format:
 
 ```python
 """
 version: 1.3.0
   │  │  │
-  │  │  └─ PATCH: Bug 修复 (1.3.0 → 1.3.1)
+  │  │  └─ PATCH: Bug fixes (1.3.0 → 1.3.1)
-  │  └────── MINOR: 新功能 (1.3.0 → 1.4.0)
+  │  └────── MINOR: New features (1.3.0 → 1.4.0)
-  └───────── MAJOR: 破坏性变更 (1.3.0 → 2.0.0)
+  └───────── MAJOR: Breaking changes (1.3.0 → 2.0.0)
 """
 ```
 
-**例子**:
+**Examples**:
 
 ```python
-# Bug 修复 (PATCH)
+# Bug fix (PATCH)
 version: 1.3.0 → 1.3.1
 
-# 新功能 (MINOR)
+# New feature (MINOR)
 version: 1.3.0 → 1.4.0
 
-# 重大更新 (MAJOR)
+# Major update (MAJOR)
 version: 1.3.0 → 2.0.0
 ```
 
-## 完整的迭代工作流
+## Complete Iteration Workflow
 
 ```bash
-# 1. 首次部署
+# 1. First deployment
 cd scripts
 python deploy_async_context_compression.py
-# 结果: 创建插件 (第一次)
+# Result: Plugin created (first time)
 
-# 2. 修改代码
+# 2. Modify code
 vim ../plugins/filters/async-context-compression/async_context_compression.py
-# 修改内容...
+# Edit code...
 
-# 3. 再次部署 (自动更新)
+# 3. Deploy again (auto-update)
 python deploy_async_context_compression.py
-# 结果: 更新插件 (立即生效，无需重启 OpenWebUI)
+# Result: Plugin updated (takes effect immediately, no OpenWebUI restart)
 
-# 4. 重复步骤 2-3，无限次迭代
+# 4. Repeat steps 2-3 indefinitely
-# 每次修改 → 每次部署 → 立即测试 → 继续改进
+# Modify → Deploy → Test → Improve → Repeat
 ```
 
-## 自动更新的优势
+## Benefits of Auto-update
 
-| 优势 | 说明 |
+| Benefit | Details |
-|-----|------|
+|---------|---------|
-| ⚡ **快速迭代** | 修改代码 → 部署 (5秒) → 测试，无需等待 |
+| ⚡ **Fast Iteration** | Code change → Deploy (5s) → Test, no waiting |
-| 🔄 **自动检测** | 无需手动判断是创建还是更新 |
+| 🔄 **Auto-detection** | No manual decision between create/update |
-| 📝 **版本管理** | 版本号自动从代码提取 |
+| 📝 **Version Management** | Version auto-extracted from code |
-| ✅ **无需重启** | OpenWebUI 无需重启，配置保持不变 |
+| ✅ **No Restart Needed** | OpenWebUI runs continuously, config stays same |
-| 🛡️ **安全更新** | 用户配置 (Valves) 不会被覆盖 |
+| 🛡️ **Safe Updates** | User settings (Valves) never overwritten |
 
-## 禁用自动更新? ❌
+## Disable Auto-update? ❌
 
-通常**不需要**禁用自动更新，因为：
+Usually **not needed** because:
 
-1. ✅ 更新是幂等的 (多次更新相同代码 = 无变化)
+1. ✅ Updates are idempotent (same code deployed multiple times = no change)
-2. ✅ 用户配置不会被修改
+2. ✅ User configuration not modified
-3. ✅ 版本号自动管理
+3. ✅ Version numbers auto-managed
-4. ✅ 失败时自动回退
+4. ✅ Failures auto-rollback
 
 但如果真的需要控制，可以：
+
 - 手动修改脚本 (修改 `deploy_filter.py`)
 - 或分别使用 UPDATE/CREATE 的具体 API 端点
 
@@ -323,6 +332,7 @@ python deploy_async_context_compression.py
 ### Q: 可以同时部署多个插件吗？
 
 ✅ **可以！**  
+
 ```bash
 python deploy_filter.py async-context-compression
 python deploy_filter.py folder-memory
@@ -337,6 +347,7 @@ python deploy_filter.py context_enhancement_filter
 ---
 
 **总结**: 部署脚本的更新机制完全自动化，开发者只需修改代码，每次运行 `deploy_async_context_compression.py` 就会自动：
+
 1. ✅ 创建（第一次）或更新（后续）插件
 2. ✅ 从代码提取最新的元数据和版本号
 3. ✅ 立即生效，无需重启 OpenWebUI

scripts/UPDATE_QUICK_REF.md

@@ -1,91 +1,91 @@
-# 🔄 快速参考：部署更新机制 (Quick Reference)
+# 🔄 Quick Reference: Deployment Update Mechanism
 
-## 最简短的答案
+## The Shortest Answer
 
-✅ **再次部署会自动更新。**
+✅ **Re-deploying automatically updates the plugin.**
 
-## 工作原理 (30 秒理解)
+## How It Works (30-second understanding)
 
 ```
-每次运行部署脚本：
+Each time you run the deploy script:
-1. 优先尝试 UPDATE（如果插件已存在）→ 更新成功
+1. Priority: try UPDATE (if plugin exists) → succeeds
-2. 失败时自动 CREATE（第一次部署时）→ 创建成功
+2. Fallback: auto CREATE (first deployment) → succeeds
 
-结果：
+Result:
-✅ 不管第几次部署，脚本都能正确处理
+✅ Works correctly every time, regardless of deployment count
-✅ 无需手动判断创建还是更新
+✅ No manual judgement needed between create vs update
-✅ 立即生效，无需重启
+✅ Takes effect immediately, no restart needed
 ```
 
-## 三个场景
+## Three Scenarios
 
-| 场景 | 发生什么 | 结果 |
+| Scenario | What Happens | Result |
-|------|---------|------|
+|----------|-------------|--------|
-| **第1次部署** | UPDATE 失败 → CREATE 成功 | ✅ 插件被创建 |
+| **First deployment** | UPDATE fails → CREATE succeeds | ✅ Plugin created |
-| **修改代码后再次部署** | UPDATE 直接成功 | ✅ 插件立即更新 |
+| **Deploy after code change** | UPDATE succeeds directly | ✅ Plugin updates instantly |
-| **未修改，重复部署** | UPDATE 成功 (无任何变化) | ✅ 无效果 (安全) |
+| **Deploy without changes** | UPDATE succeeds (no change) | ✅ Safe (no effect) |
 
-## 开发流程
+## Development Workflow
 
 ```bash
-# 1. 第一次部署
+# 1. First deployment
 python deploy_async_context_compression.py
-# 结果: ✅ Created
+# Result: ✅ Created
 
-# 2. 修改代码
+# 2. Modify code
 vim ../plugins/filters/async-context-compression/async_context_compression.py
-# 编辑...
+# Edit...
 
-# 3. 再次部署 (自动更新)
+# 3. Deploy again (auto-update)
 python deploy_async_context_compression.py
-# 结果: ✅ Updated
+# Result: ✅ Updated
 
-# 4. 继续修改，重复部署
+# 4. Continue editing and redeploying
-# ... 可以无限重复 ...
+# ... can repeat infinitely ...
 ```
 
-## 关键点
+## Key Points
 
-✅ **自动化** — 不用管是更新还是创建  
+✅ **Automated** — No need to worry about create vs update  
-✅ **快速** — 每次部署 5 秒  
+✅ **Fast** — Each deployment takes 5 seconds  
-✅ **安全** — 用户配置不会被覆盖  
+✅ **Safe** — User configuration never gets overwritten  
-✅ **即时** — 无需重启 OpenWebUI  
+✅ **Instant** — No need to restart OpenWebUI  
-✅ **版本管理** — 自动从代码提取版本号  
+✅ **Version Management** — Auto-extracted from code  
 
-## 版本号怎么管理？
+## How to Manage Version Numbers?
 
-修改代码中的版本号：
+Modify the version in your code:
 
 ```python
 # async_context_compression.py
 
 """
-version: 1.3.0 → 1.3.1 (修复 Bug)
+version: 1.3.0 → 1.3.1 (Bug fixes)
-version: 1.3.0 → 1.4.0 (新功能)
+version: 1.3.0 → 1.4.0 (New features)
-version: 1.3.0 → 2.0.0 (重大更新)
+version: 1.3.0 → 2.0.0 (Major updates)
 """
 ```
 
-然后部署，脚本会自动读取新版本号并更新。
+Then deploy, the script will auto-read the new version and update.
 
-## 常见问题速答
+## Quick Q&A
 
-**Q: 用户的配置会被覆盖吗？**  
+**Q: Will user configuration be overwritten?**  
-A: ❌ 不会，Valves 配置保持不变
+A: ❌ No, Valves configuration stays the same
 
-**Q: 需要重启 OpenWebUI 吗？**  
+**Q: Do I need to restart OpenWebUI?**  
-A: ❌ 不需要，立即生效
+A: ❌ No, takes effect immediately
 
-**Q: 更新失败了会怎样？**  
+**Q: What if update fails?**  
-A: ✅ 安全，保持原有插件不变
+A: ✅ Safe, keeps original plugin intact
 
-**Q: 可以无限制地重复部署吗？**  
+**Q: Can I deploy unlimited times?**  
-A: ✅ 可以，完全幂等
+A: ✅ Yes, completely idempotent
 
-## 一行总结
+## One-liner Summary
 
-> 首次部署创建插件，之后每次部署自动更新，5 秒即时反馈，无需重启。
+> First deployment creates plugin, subsequent deployments auto-update, 5-second feedback, no restart needed.
 
 ---
 
-📖 详细文档：`scripts/UPDATE_MECHANISM.md`
+📖 Full docs: `scripts/UPDATE_MECHANISM.md`

scripts/agent_sync.py

@@ -0,0 +1,202 @@
+#!/usr/bin/env python3
+"""
+🤖 AGENT SYNC TOOL v2.2 (Unified Semantic Edition)
+-------------------------------------------------
+Consolidated and simplified command set based on Copilot's architectural feedback.
+Native support for Study, Task, and Broadcast workflows.
+Maintains Sisyphus's advanced task management (task_queue, subscriptions).
+"""
+import sqlite3
+import os
+import sys
+import argparse
+from datetime import datetime
+
+DB_PATH = os.path.join(os.getcwd(), ".agent/agent_hub.db")
+
+def get_connection():
+    os.makedirs(os.path.dirname(DB_PATH), exist_ok=True)
+    return sqlite3.connect(DB_PATH)
+
+def init_db():
+    conn = get_connection()
+    cursor = conn.cursor()
+    cursor.executescript('''
+        CREATE TABLE IF NOT EXISTS agents (
+            id TEXT PRIMARY KEY,
+            name TEXT,
+            task TEXT,
+            status TEXT DEFAULT 'idle',
+            last_seen TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS file_locks (
+            file_path TEXT PRIMARY KEY,
+            agent_id TEXT,
+            lock_type TEXT DEFAULT 'write',
+            timestamp TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS research_log (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            agent_id TEXT,
+            topic TEXT,
+            content TEXT,
+            note_type TEXT DEFAULT 'note', -- 'note', 'study', 'conclusion'
+            is_resolved INTEGER DEFAULT 0,
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS task_queue (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            initiator TEXT,
+            task_type TEXT, -- 'research', 'collab', 'fix'
+            topic TEXT,
+            description TEXT,
+            priority TEXT DEFAULT 'normal',
+            status TEXT DEFAULT 'pending', -- 'pending', 'active', 'completed'
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS task_subscriptions (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            task_id INTEGER,
+            agent_id TEXT,
+            role TEXT, -- 'lead', 'reviewer', 'worker', 'observer'
+            FOREIGN KEY(task_id) REFERENCES task_queue(id)
+        );
+        CREATE TABLE IF NOT EXISTS broadcasts (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            sender_id TEXT,
+            type TEXT,
+            payload TEXT,
+            active INTEGER DEFAULT 1,
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS global_settings (
+            key TEXT PRIMARY KEY, value TEXT
+        );
+    ''')
+    cursor.execute("INSERT OR IGNORE INTO global_settings (key, value) VALUES ('mode', 'isolation')")
+    conn.commit()
+    conn.close()
+    print(f"✅ MACP 2.2 Semantic Kernel Active")
+
+def get_status():
+    conn = get_connection(); cursor = conn.cursor()
+    print("\n--- 🛰️  Agent Fleet ---")
+    for r in cursor.execute("SELECT id, name, status, task FROM agents"):
+        print(f"[{r[2].upper()}] {r[1]} ({r[0]}) | Task: {r[3]}")
+
+    print("\n--- 📋 Global Task Queue ---")
+    for r in cursor.execute("SELECT id, topic, task_type, priority, status FROM task_queue WHERE status != 'completed'"):
+        print(f"  #{r[0]} [{r[2].upper()}] {r[1]} | {r[3]} | {r[4]}")
+
+    print("\n--- 📚 Active Studies ---")
+    for r in cursor.execute("SELECT topic, agent_id FROM research_log WHERE note_type='study' AND is_resolved=0"):
+        print(f"  🔬 {r[0]} (by {r[1]})")
+
+    print("\n--- 📢 Live Broadcasts ---")
+    for r in cursor.execute("SELECT sender_id, type, payload FROM broadcasts WHERE active=1 ORDER BY created_at DESC LIMIT 3"):
+        print(f"📣 {r[0]} [{r[1].upper()}]: {r[2]}")
+
+    print("\n--- 🔒 File Locks ---")
+    for r in cursor.execute("SELECT file_path, agent_id, lock_type FROM file_locks ORDER BY timestamp DESC LIMIT 20"):
+        print(f"  {r[0]} -> {r[1]} ({r[2]})")
+
+    cursor.execute("SELECT value FROM global_settings WHERE key='mode'")
+    mode = cursor.fetchone()[0]
+    print(f"\n🌍 Project Mode: {mode.upper()}")
+    conn.close()
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    subparsers = parser.add_subparsers(dest="command")
+
+    # Base commands
+    subparsers.add_parser("init")
+    subparsers.add_parser("status")
+    subparsers.add_parser("check")
+    subparsers.add_parser("ping")
+
+    reg = subparsers.add_parser("register")
+    reg.add_argument("id"); reg.add_argument("name"); reg.add_argument("task")
+
+    # Lock commands
+    lock = subparsers.add_parser("lock")
+    lock.add_argument("id"); lock.add_argument("path")
+    unlock = subparsers.add_parser("unlock")
+    unlock.add_argument("id"); unlock.add_argument("path")
+
+    # Research & Note commands
+    note = subparsers.add_parser("note")
+    note.add_argument("id"); note.add_argument("topic"); note.add_argument("content")
+    note.add_argument("--type", default="note")
+
+    # Semantic Workflows (The Unified Commands)
+    study = subparsers.add_parser("study")
+    study.add_argument("id"); study.add_argument("topic"); study.add_argument("--desc", default=None)
+
+    resolve = subparsers.add_parser("resolve")
+    resolve.add_argument("id"); resolve.add_argument("topic"); resolve.add_argument("conclusion")
+
+    # Task Management (The Advanced Commands)
+    assign = subparsers.add_parser("assign")
+    assign.add_argument("id"); assign.add_argument("target"); assign.add_argument("topic")
+    assign.add_argument("--role", default="worker"); assign.add_argument("--priority", default="normal")
+
+    bc = subparsers.add_parser("broadcast")
+    bc.add_argument("id"); bc.add_argument("type"); bc.add_argument("payload")
+
+    args = parser.parse_args()
+    if args.command == "init": init_db()
+    elif args.command == "status" or args.command == "check" or args.command == "ping": get_status()
+    elif args.command == "register":
+        conn = get_connection(); cursor = conn.cursor()
+        cursor.execute("INSERT OR REPLACE INTO agents (id, name, task, status, last_seen) VALUES (?, ?, ?, 'active', CURRENT_TIMESTAMP)", (args.id, args.name, args.task))
+        conn.commit(); conn.close()
+        print(f"🤖 Registered: {args.id}")
+    elif args.command == "lock":
+        conn = get_connection(); cursor = conn.cursor()
+        try:
+            cursor.execute("INSERT INTO file_locks (file_path, agent_id) VALUES (?, ?)", (args.path, args.id))
+            conn.commit(); print(f"🔒 Locked {args.path}")
+        except: print(f"❌ Lock conflict on {args.path}"); sys.exit(1)
+        finally: conn.close()
+    elif args.command == "unlock":
+        conn = get_connection(); cursor = conn.cursor()
+        cursor.execute("DELETE FROM file_locks WHERE file_path=? AND agent_id=?", (args.path, args.id))
+        conn.commit(); conn.close(); print(f"🔓 Unlocked {args.path}")
+    elif args.command == "study":
+        conn = get_connection(); cursor = conn.cursor()
+        cursor.execute("INSERT INTO research_log (agent_id, topic, content, note_type) VALUES (?, ?, ?, 'study')", (args.id, args.topic, args.desc or "Study started"))
+        cursor.execute("UPDATE agents SET status = 'researching'")
+        cursor.execute("INSERT INTO broadcasts (sender_id, type, payload) VALUES (?, 'research', ?)", (args.id, f"NEW STUDY: {args.topic}"))
+        cursor.execute("UPDATE global_settings SET value = ? WHERE key = 'mode'", (f"RESEARCH: {args.topic}",))
+        conn.commit(); conn.close()
+        print(f"🔬 Study '{args.topic}' initiated.")
+    elif args.command == "resolve":
+        conn = get_connection(); cursor = conn.cursor()
+        cursor.execute("UPDATE research_log SET is_resolved = 1 WHERE topic = ?", (args.topic,))
+        cursor.execute("INSERT INTO research_log (agent_id, topic, content, note_type, is_resolved) VALUES (?, ?, ?, 'conclusion', 1)", (args.id, args.topic, args.conclusion))
+        cursor.execute("UPDATE global_settings SET value = 'isolation' WHERE key = 'mode'")
+        cursor.execute("UPDATE agents SET status = 'active' WHERE status = 'researching'")
+        conn.commit(); conn.close()
+        print(f"✅ Study '{args.topic}' resolved.")
+    elif args.command == "assign":
+        conn = get_connection(); cursor = conn.cursor()
+        cursor.execute(
+            "INSERT INTO task_queue (initiator, task_type, topic, description, priority, status) VALUES (?, 'task', ?, ?, ?, 'pending')",
+            (args.id, args.topic, f"Assigned to {args.target}: {args.topic}", args.priority),
+        )
+        task_id = cursor.lastrowid
+        cursor.execute("INSERT INTO task_subscriptions (task_id, agent_id, role) VALUES (?, ?, ?)", (task_id, args.target, args.role))
+        conn.commit(); conn.close()
+        print(f"📋 Task #{task_id} assigned to {args.target}")
+    elif args.command == "broadcast":
+        conn = get_connection(); cursor = conn.cursor()
+        cursor.execute("UPDATE broadcasts SET active = 0 WHERE type = ?", (args.type,))
+        cursor.execute("INSERT INTO broadcasts (sender_id, type, payload) VALUES (?, ?, ?)", (args.id, args.type, args.payload))
+        conn.commit(); conn.close()
+        print(f"📡 Broadcast: {args.payload}")
+    elif args.command == "note":
+        conn = get_connection(); cursor = conn.cursor()
+        cursor.execute("INSERT INTO research_log (agent_id, topic, content, note_type) VALUES (?, ?, ?, ?)", (args.id, args.topic, args.content, args.type))
+        conn.commit(); conn.close()
+        print(f"📝 Note added.")

scripts/agent_sync_v2.py

@@ -0,0 +1,847 @@
+#!/usr/bin/env python3
+"""
+🤖 AGENT SYNC TOOL v2.0 - MULTI-AGENT COOPERATION PROTOCOL (MACP)
+---------------------------------------------------------
+Enhanced collaboration commands for seamless multi-agent synergy.
+
+QUICK COMMANDS:
+  @research <topic>     - Start a joint research topic
+  @join <topic>         - Join an active research topic
+  @find <topic> <content> - Post a finding to research topic
+  @consensus <topic>    - Generate consensus document
+  @assign <agent> <task> - Assign task to specific agent
+  @notify <message>     - Broadcast to all agents
+  @handover <agent>     - Handover current task
+  @poll <question>      - Start a quick poll
+  @switch <agent>        - Request switch to specific agent
+
+WORKFLOW: @research -> @find (xN) -> @consensus -> @assign
+"""
+import sqlite3
+import os
+import sys
+import argparse
+import json
+from datetime import datetime, timedelta
+from typing import List, Dict, Optional
+
+DB_PATH = os.path.join(os.getcwd(), ".agent/agent_hub.db")
+
+def get_connection():
+    os.makedirs(os.path.dirname(DB_PATH), exist_ok=True)
+    return sqlite3.connect(DB_PATH)
+
+def init_db():
+    conn = get_connection()
+    cursor = conn.cursor()
+    cursor.executescript('''
+        CREATE TABLE IF NOT EXISTS agents (
+            id TEXT PRIMARY KEY,
+            name TEXT,
+            task TEXT,
+            status TEXT DEFAULT 'idle',
+            current_research TEXT,
+            last_seen TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS file_locks (
+            file_path TEXT PRIMARY KEY,
+            agent_id TEXT,
+            lock_type TEXT,
+            timestamp TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+            FOREIGN KEY(agent_id) REFERENCES agents(id)
+        );
+        CREATE TABLE IF NOT EXISTS research_log (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            agent_id TEXT,
+            topic TEXT,
+            content TEXT,
+            finding_type TEXT DEFAULT 'note',
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+            FOREIGN KEY(agent_id) REFERENCES agents(id)
+        );
+        CREATE TABLE IF NOT EXISTS research_topics (
+            topic TEXT PRIMARY KEY,
+            status TEXT DEFAULT 'active',
+            initiated_by TEXT,
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+            completed_at TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS agent_research_participation (
+            agent_id TEXT,
+            topic TEXT,
+            joined_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+            PRIMARY KEY (agent_id, topic)
+        );
+        CREATE TABLE IF NOT EXISTS task_assignments (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            agent_id TEXT,
+            task TEXT,
+            assigned_by TEXT,
+            status TEXT DEFAULT 'pending',
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+            completed_at TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS notifications (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            agent_id TEXT,
+            message TEXT,
+            is_broadcast BOOLEAN DEFAULT 0,
+            is_read BOOLEAN DEFAULT 0,
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS polls (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            question TEXT,
+            created_by TEXT,
+            status TEXT DEFAULT 'active',
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+        CREATE TABLE IF NOT EXISTS poll_votes (
+            poll_id INTEGER,
+            agent_id TEXT,
+            vote TEXT,
+            voted_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
+            PRIMARY KEY (poll_id, agent_id)
+        );
+        CREATE TABLE IF NOT EXISTS global_settings (
+            key TEXT PRIMARY KEY,
+            value TEXT
+        );
+    ''')
+    cursor.execute("INSERT OR IGNORE INTO global_settings (key, value) VALUES ('mode', 'isolation')")
+    conn.commit()
+    conn.close()
+    print(f"✅ Agent Hub v2.0 initialized at {DB_PATH}")
+
+# ============ AGENT MANAGEMENT ============
+
+def register_agent(agent_id, name, task, status="idle"):
+    conn = get_connection()
+    cursor = conn.cursor()
+    cursor.execute('''
+        INSERT OR REPLACE INTO agents (id, name, task, status, last_seen)
+        VALUES (?, ?, ?, ?, CURRENT_TIMESTAMP)
+    ''', (agent_id, name, task, status))
+    conn.commit()
+    conn.close()
+    print(f"🤖 Agent '{name}' ({agent_id}) registered.")
+
+def update_agent_status(agent_id, status, research_topic=None):
+    conn = get_connection()
+    cursor = conn.cursor()
+    if research_topic:
+        cursor.execute('''
+            UPDATE agents SET status = ?, current_research = ?, last_seen = CURRENT_TIMESTAMP
+            WHERE id = ?
+        ''', (status, research_topic, agent_id))
+    else:
+        cursor.execute('''
+            UPDATE agents SET status = ?, last_seen = CURRENT_TIMESTAMP
+            WHERE id = ?
+        ''', (status, agent_id))
+    conn.commit()
+    conn.close()
+
+# ============ RESEARCH COLLABORATION ============
+
+def start_research(agent_id, topic):
+    """@research - Start a new research topic and notify all agents"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    # Create research topic
+    try:
+        cursor.execute('''
+            INSERT INTO research_topics (topic, status, initiated_by)
+            VALUES (?, 'active', ?)
+        ''', (topic, agent_id))
+    except sqlite3.IntegrityError:
+        print(f"⚠️ Research topic '{topic}' already exists")
+        conn.close()
+        return
+    
+    # Add initiator as participant
+    cursor.execute('''
+        INSERT OR IGNORE INTO agent_research_participation (agent_id, topic)
+        VALUES (?, ?)
+    ''', (agent_id, topic))
+    
+    # Update agent status
+    cursor.execute('''
+        UPDATE agents SET status = 'researching', current_research = ?
+        WHERE id = ?
+    ''', (topic, agent_id))
+    
+    # Notify all other agents
+    cursor.execute("SELECT id FROM agents WHERE id != ?", (agent_id,))
+    other_agents = cursor.fetchall()
+    for (other_id,) in other_agents:
+        cursor.execute('''
+            INSERT INTO notifications (agent_id, message, is_broadcast)
+            VALUES (?, ?, 0)
+        ''', (other_id, f"🔬 New research started: '{topic}' by {agent_id}. Use '@join {topic}' to participate."))
+    
+    conn.commit()
+    conn.close()
+    
+    print(f"🔬 Research topic '{topic}' started by {agent_id}")
+    print(f"📢 Notified {len(other_agents)} other agents")
+
+def join_research(agent_id, topic):
+    """@join - Join an active research topic"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    # Check if topic exists and is active
+    cursor.execute("SELECT status FROM research_topics WHERE topic = ?", (topic,))
+    result = cursor.fetchone()
+    if not result:
+        print(f"❌ Research topic '{topic}' not found")
+        conn.close()
+        return
+    if result[0] != 'active':
+        print(f"⚠️ Research topic '{topic}' is {result[0]}")
+        conn.close()
+        return
+    
+    # Add participant
+    cursor.execute('''
+        INSERT OR IGNORE INTO agent_research_participation (agent_id, topic)
+        VALUES (?, ?)
+    ''', (agent_id, topic))
+    
+    # Update agent status
+    cursor.execute('''
+        UPDATE agents SET status = 'researching', current_research = ?
+        WHERE id = ?
+    ''', (topic, agent_id))
+    
+    conn.commit()
+    conn.close()
+    print(f"✅ {agent_id} joined research: '{topic}'")
+
+def post_finding(agent_id, topic, content, finding_type="note"):
+    """@find - Post a finding to research topic"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    # Check if topic exists
+    cursor.execute("SELECT status FROM research_topics WHERE topic = ?", (topic,))
+    result = cursor.fetchone()
+    if not result:
+        print(f"❌ Research topic '{topic}' not found")
+        conn.close()
+        return
+    if result[0] != 'active':
+        print(f"⚠️ Research topic '{topic}' is {result[0]}")
+    
+    # Add finding
+    cursor.execute('''
+        INSERT INTO research_log (agent_id, topic, content, finding_type)
+        VALUES (?, ?, ?, ?)
+    ''', (agent_id, topic, content, finding_type))
+    
+    # Update agent status
+    cursor.execute('''
+        UPDATE agents SET last_seen = CURRENT_TIMESTAMP WHERE id = ?
+    ''', (agent_id,))
+    
+    conn.commit()
+    conn.close()
+    print(f"📝 Finding added to '{topic}' by {agent_id}")
+
+def generate_consensus(topic):
+    """@consensus - Generate consensus document from research findings"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    # Get all findings
+    cursor.execute('''
+        SELECT agent_id, content, finding_type, created_at
+        FROM research_log
+        WHERE topic = ?
+        ORDER BY created_at
+    ''', (topic,))
+    findings = cursor.fetchall()
+    
+    if not findings:
+        print(f"⚠️ No findings found for topic '{topic}'")
+        conn.close()
+        return
+    
+    # Get participants
+    cursor.execute('''
+        SELECT agent_id FROM agent_research_participation WHERE topic = ?
+    ''', (topic,))
+    participants = [row[0] for row in cursor.fetchall()]
+    
+    # Mark topic as completed
+    cursor.execute('''
+        UPDATE research_topics
+        SET status = 'completed', completed_at = CURRENT_TIMESTAMP
+        WHERE topic = ?
+    ''', (topic,))
+    
+    conn.commit()
+    conn.close()
+    
+    # Generate consensus document
+    consensus_dir = os.path.join(os.getcwd(), ".agent/consensus")
+    os.makedirs(consensus_dir, exist_ok=True)
+    
+    timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
+    filename = f"{topic.replace(' ', '_').replace('/', '_')}_{timestamp}.md"
+    filepath = os.path.join(consensus_dir, filename)
+    
+    with open(filepath, 'w', encoding='utf-8') as f:
+        f.write(f"# 🎯 Consensus: {topic}\n\n")
+        f.write(f"**Generated**: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n\n")
+        f.write(f"**Participants**: {', '.join(participants)}\n\n")
+        f.write("---\n\n")
+        
+        for agent_id, content, finding_type, created_at in findings:
+            f.write(f"## [{finding_type.upper()}] {agent_id}\n\n")
+            f.write(f"*{created_at}*\n\n")
+            f.write(f"{content}\n\n")
+    
+    print(f"✅ Consensus generated: {filepath}")
+    print(f"📊 Total findings: {len(findings)}")
+    print(f"👥 Participants: {len(participants)}")
+    
+    return filepath
+
+# ============ TASK MANAGEMENT ============
+
+def assign_task(assigned_by, agent_id, task):
+    """@assign - Assign task to specific agent"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    cursor.execute('''
+        INSERT INTO task_assignments (agent_id, task, assigned_by)
+        VALUES (?, ?, ?)
+    ''', (agent_id, task, assigned_by))
+    
+    # Notify the agent
+    cursor.execute('''
+        INSERT INTO notifications (agent_id, message, is_broadcast)
+        VALUES (?, ?, 0)
+    ''', (agent_id, f"📋 New task assigned by {assigned_by}: {task}"))
+    
+    conn.commit()
+    conn.close()
+    print(f"📋 Task assigned to {agent_id} by {assigned_by}")
+
+def list_tasks(agent_id=None):
+    """List tasks for an agent or all agents"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    if agent_id:
+        cursor.execute('''
+            SELECT id, task, assigned_by, status, created_at
+            FROM task_assignments
+            WHERE agent_id = ? AND status != 'completed'
+            ORDER BY created_at DESC
+        ''', (agent_id,))
+        tasks = cursor.fetchall()
+        
+        print(f"\n📋 Tasks for {agent_id}:")
+        for task_id, task, assigned_by, status, created_at in tasks:
+            print(f"  [{status.upper()}] #{task_id}: {task} (from {assigned_by})")
+    else:
+        cursor.execute('''
+            SELECT agent_id, id, task, assigned_by, status
+            FROM task_assignments
+            WHERE status != 'completed'
+            ORDER BY agent_id
+        ''')
+        tasks = cursor.fetchall()
+        
+        print(f"\n📋 All pending tasks:")
+        current_agent = None
+        for agent, task_id, task, assigned_by, status in tasks:
+            if agent != current_agent:
+                print(f"\n  {agent}:")
+                current_agent = agent
+            print(f"    [{status.upper()}] #{task_id}: {task}")
+    
+    conn.close()
+
+def complete_task(task_id):
+    """Mark a task as completed"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    cursor.execute('''
+        UPDATE task_assignments
+        SET status = 'completed', completed_at = CURRENT_TIMESTAMP
+        WHERE id = ?
+    ''', (task_id,))
+    
+    if cursor.rowcount > 0:
+        print(f"✅ Task #{task_id} marked as completed")
+    else:
+        print(f"❌ Task #{task_id} not found")
+    
+    conn.commit()
+    conn.close()
+
+# ============ NOTIFICATIONS ============
+
+def broadcast_message(from_agent, message):
+    """@notify - Broadcast message to all agents"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    cursor.execute("SELECT id FROM agents WHERE id != ?", (from_agent,))
+    other_agents = cursor.fetchall()
+    
+    for (agent_id,) in other_agents:
+        cursor.execute('''
+            INSERT INTO notifications (agent_id, message, is_broadcast)
+            VALUES (?, ?, 1)
+        ''', (agent_id, f"📢 Broadcast from {from_agent}: {message}"))
+    
+    conn.commit()
+    conn.close()
+    print(f"📢 Broadcast sent to {len(other_agents)} agents")
+
+def get_notifications(agent_id, unread_only=False):
+    """Get notifications for an agent"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    if unread_only:
+        cursor.execute('''
+            SELECT id, message, is_broadcast, created_at
+            FROM notifications
+            WHERE agent_id = ? AND is_read = 0
+            ORDER BY created_at DESC
+        ''', (agent_id,))
+    else:
+        cursor.execute('''
+            SELECT id, message, is_broadcast, created_at
+            FROM notifications
+            WHERE agent_id = ?
+            ORDER BY created_at DESC
+            LIMIT 10
+        ''', (agent_id,))
+    
+    notifications = cursor.fetchall()
+    
+    print(f"\n🔔 Notifications for {agent_id}:")
+    for notif_id, message, is_broadcast, created_at in notifications:
+        prefix = "📢" if is_broadcast else "🔔"
+        print(f"  {prefix} {message}")
+        print(f"     {created_at}")
+    
+    # Mark as read
+    cursor.execute('''
+        UPDATE notifications SET is_read = 1
+        WHERE agent_id = ? AND is_read = 0
+    ''', (agent_id,))
+    
+    conn.commit()
+    conn.close()
+
+# ============ POLLS ============
+
+def start_poll(agent_id, question):
+    """@poll - Start a quick poll"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    cursor.execute('''
+        INSERT INTO polls (question, created_by, status)
+        VALUES (?, ?, 'active')
+    ''', (question, agent_id))
+    poll_id = cursor.lastrowid
+    
+    # Notify all agents
+    cursor.execute("SELECT id FROM agents WHERE id != ?", (agent_id,))
+    other_agents = cursor.fetchall()
+    for (other_id,) in other_agents:
+        cursor.execute('''
+            INSERT INTO notifications (agent_id, message, is_broadcast)
+            VALUES (?, ?, 0)
+        ''', (other_id, f"🗳️ New poll from {agent_id}: '{question}' (Poll #{poll_id}). Vote with: @vote {poll_id} <yes/no/maybe>"))
+    
+    conn.commit()
+    conn.close()
+    print(f"🗳️ Poll #{poll_id} started: {question}")
+    return poll_id
+
+def vote_poll(agent_id, poll_id, vote):
+    """@vote - Vote on a poll"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    cursor.execute('''
+        INSERT OR REPLACE INTO poll_votes (poll_id, agent_id, vote)
+        VALUES (?, ?, ?)
+    ''', (poll_id, agent_id, vote))
+    
+    conn.commit()
+    conn.close()
+    print(f"✅ Vote recorded for poll #{poll_id}: {vote}")
+
+def show_poll_results(poll_id):
+    """Show poll results"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    cursor.execute("SELECT question FROM polls WHERE id = ?", (poll_id,))
+    result = cursor.fetchone()
+    if not result:
+        print(f"❌ Poll #{poll_id} not found")
+        conn.close()
+        return
+    
+    question = result[0]
+    
+    cursor.execute('''
+        SELECT vote, COUNT(*) FROM poll_votes
+        WHERE poll_id = ?
+        GROUP BY vote
+    ''', (poll_id,))
+    votes = dict(cursor.fetchall())
+    
+    cursor.execute('''
+        SELECT agent_id, vote FROM poll_votes
+        WHERE poll_id = ?
+    ''', (poll_id,))
+    details = cursor.fetchall()
+    
+    conn.close()
+    
+    print(f"\n🗳️ Poll #{poll_id}: {question}")
+    print("Results:")
+    for vote, count in votes.items():
+        print(f"  {vote}: {count}")
+    print("\nVotes:")
+    for agent, vote in details:
+        print(f"  {agent}: {vote}")
+
+# ============ HANDOVER ============
+
+def request_handover(from_agent, to_agent, context=""):
+    """@handover - Request task handover to another agent"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    # Get current task of from_agent
+    cursor.execute("SELECT task FROM agents WHERE id = ?", (from_agent,))
+    result = cursor.fetchone()
+    current_task = result[0] if result else "current task"
+    
+    # Create handover notification
+    message = f"🔄 Handover request from {from_agent}: '{current_task}'"
+    if context:
+        message += f" | Context: {context}"
+    
+    cursor.execute('''
+        INSERT INTO notifications (agent_id, message, is_broadcast)
+        VALUES (?, ?, 0)
+    ''', (to_agent, message))
+    
+    # Update from_agent status
+    cursor.execute('''
+        UPDATE agents SET status = 'idle', task = NULL
+        WHERE id = ?
+    ''', (from_agent,))
+    
+    conn.commit()
+    conn.close()
+    print(f"🔄 Handover requested: {from_agent} -> {to_agent}")
+
+def switch_to(agent_id, to_agent):
+    """@switch - Request to switch to specific agent"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    message = f"🔄 {agent_id} requests to switch to you for continuation"
+    
+    cursor.execute('''
+        INSERT INTO notifications (agent_id, message, is_broadcast)
+        VALUES (?, ?, 0)
+    ''', (to_agent, message))
+    
+    conn.commit()
+    conn.close()
+    print(f"🔄 Switch request sent: {agent_id} -> {to_agent}")
+
+# ============ STATUS & MONITORING ============
+
+def get_status():
+    """Enhanced status view"""
+    conn = get_connection()
+    cursor = conn.cursor()
+
+    print("\n" + "="*60)
+    print("🛰️  ACTIVE AGENTS")
+    print("="*60)
+    
+    for row in cursor.execute('''
+        SELECT name, task, status, current_research, last_seen 
+        FROM agents
+        ORDER BY last_seen DESC
+    '''):
+        status_emoji = {
+            'active': '🟢',
+            'idle': '⚪',
+            'researching': '🔬',
+            'busy': '🔴'
+        }.get(row[2], '⚪')
+        
+        research_info = f" | Research: {row[3]}" if row[3] else ""
+        print(f"{status_emoji} [{row[2].upper()}] {row[0]}: {row[1]}{research_info}")
+        print(f"   Last seen: {row[4]}")
+
+    print("\n" + "="*60)
+    print("🔬 ACTIVE RESEARCH TOPICS")
+    print("="*60)
+    
+    for row in cursor.execute('''
+        SELECT t.topic, t.initiated_by, t.created_at,
+               (SELECT COUNT(*) FROM agent_research_participation WHERE topic = t.topic) as participants,
+               (SELECT COUNT(*) FROM research_log WHERE topic = t.topic) as findings
+        FROM research_topics t
+        WHERE t.status = 'active'
+        ORDER BY t.created_at DESC
+    '''):
+        print(f"🔬 {row[0]}")
+        print(f"   Initiated by: {row[1]} | Participants: {row[3]} | Findings: {row[4]}")
+        print(f"   Started: {row[2]}")
+
+    print("\n" + "="*60)
+    print("🔒 FILE LOCKS")
+    print("="*60)
+    
+    locks = list(cursor.execute('''
+        SELECT file_path, agent_id, lock_type 
+        FROM file_locks
+        ORDER BY timestamp DESC
+    '''))
+    
+    if locks:
+        for file_path, agent_id, lock_type in locks:
+            lock_emoji = '🔒' if lock_type == 'write' else '🔍'
+            print(f"{lock_emoji} {file_path} -> {agent_id} ({lock_type})")
+    else:
+        print("  No active locks")
+
+    print("\n" + "="*60)
+    print("📋 PENDING TASKS")
+    print("="*60)
+    
+    for row in cursor.execute('''
+        SELECT agent_id, COUNT(*) 
+        FROM task_assignments 
+        WHERE status = 'pending'
+        GROUP BY agent_id
+    '''):
+        print(f"  {row[0]}: {row[1]} pending tasks")
+
+    cursor.execute("SELECT value FROM global_settings WHERE key = 'mode'")
+    mode = cursor.fetchone()[0]
+    print(f"\n🌍 Global Mode: {mode.upper()}")
+    print("="*60)
+    
+    conn.close()
+
+def show_research_topic(topic):
+    """Show detailed view of a research topic"""
+    conn = get_connection()
+    cursor = conn.cursor()
+    
+    cursor.execute("SELECT status, initiated_by, created_at FROM research_topics WHERE topic = ?", (topic,))
+    result = cursor.fetchone()
+    if not result:
+        print(f"❌ Topic '{topic}' not found")
+        conn.close()
+        return
+    
+    status, initiated_by, created_at = result
+    
+    print(f"\n🔬 Research: {topic}")
+    print(f"Status: {status} | Initiated by: {initiated_by} | Started: {created_at}")
+    
+    cursor.execute('''
+        SELECT agent_id FROM agent_research_participation WHERE topic = ?
+    ''', (topic,))
+    participants = [row[0] for row in cursor.fetchall()]
+    print(f"Participants: {', '.join(participants)}")
+    
+    print("\n--- Findings ---")
+    cursor.execute('''
+        SELECT agent_id, content, finding_type, created_at
+        FROM research_log
+        WHERE topic = ?
+        ORDER BY created_at
+    ''', (topic,))
+    
+    for agent_id, content, finding_type, created_at in cursor.fetchall():
+        emoji = {'note': '📝', 'finding': '🔍', 'concern': '⚠️', 'solution': '✅'}.get(finding_type, '📝')
+        print(f"\n{emoji} [{finding_type.upper()}] {agent_id} ({created_at})")
+        print(f"   {content}")
+    
+    conn.close()
+
+# ============ MAIN CLI ============
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(
+        description="🤖 Agent Sync v2.0 - Multi-Agent Cooperation Protocol",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog="""
+QUICK COMMANDS:
+  @research <topic>              Start joint research
+  @join <topic>                  Join active research  
+  @find <topic> <content>        Post finding to research
+  @consensus <topic>             Generate consensus document
+  @assign <agent> <task>         Assign task to agent
+  @notify <message>              Broadcast to all agents
+  @handover <agent> [context]    Handover task
+  @switch <agent>                Request switch to agent
+  @poll <question>               Start a poll
+  @vote <poll_id> <vote>         Vote on poll
+  @tasks [agent]                 List tasks
+  @complete <task_id>            Complete task
+  @notifications [agent]         Check notifications
+  @topic <topic>                 View research topic details
+
+EXAMPLES:
+  python3 agent_sync_v2.py research claude-code "API Design"
+  python3 agent_sync_v2.py find copilot "API Design" "Use REST instead of GraphQL"
+  python3 agent_sync_v2.py assign claude-code copilot "Implement REST endpoints"
+  python3 agent_sync_v2.py consensus "API Design"
+        """
+    )
+    subparsers = parser.add_subparsers(dest="command", help="Command to execute")
+
+    # Legacy commands
+    subparsers.add_parser("init", help="Initialize the database")
+    
+    reg = subparsers.add_parser("register", help="Register an agent")
+    reg.add_argument("id", help="Agent ID")
+    reg.add_argument("name", help="Agent name")
+    reg.add_argument("task", help="Current task")
+    reg.add_argument("--status", default="idle", help="Agent status")
+
+    lock = subparsers.add_parser("lock", help="Lock a file")
+    lock.add_argument("id", help="Agent ID")
+    lock.add_argument("path", help="File path")
+    lock.add_argument("--type", default="write", choices=["write", "research"], help="Lock type")
+
+    unlock = subparsers.add_parser("unlock", help="Unlock a file")
+    unlock.add_argument("id", help="Agent ID")
+    unlock.add_argument("path", help="File path")
+
+    subparsers.add_parser("status", help="Show status dashboard")
+
+    # New v2.0 commands
+    research = subparsers.add_parser("research", help="@research - Start joint research topic")
+    research.add_argument("agent_id", help="Agent initiating research")
+    research.add_argument("topic", help="Research topic")
+
+    join = subparsers.add_parser("join", help="@join - Join active research")
+    join.add_argument("agent_id", help="Agent joining")
+    join.add_argument("topic", help="Topic to join")
+
+    find = subparsers.add_parser("find", help="@find - Post finding to research")
+    find.add_argument("agent_id", help="Agent posting finding")
+    find.add_argument("topic", help="Research topic")
+    find.add_argument("content", help="Finding content")
+    find.add_argument("--type", default="note", choices=["note", "finding", "concern", "solution"], help="Type of finding")
+
+    consensus = subparsers.add_parser("consensus", help="@consensus - Generate consensus document")
+    consensus.add_argument("topic", help="Topic to generate consensus for")
+
+    assign = subparsers.add_parser("assign", help="@assign - Assign task to agent")
+    assign.add_argument("from_agent", help="Agent assigning the task")
+    assign.add_argument("to_agent", help="Agent to assign task to")
+    assign.add_argument("task", help="Task description")
+
+    tasks = subparsers.add_parser("tasks", help="@tasks - List pending tasks")
+    tasks.add_argument("--agent", help="Filter by agent ID")
+
+    complete = subparsers.add_parser("complete", help="@complete - Mark task as completed")
+    complete.add_argument("task_id", type=int, help="Task ID to complete")
+
+    notify = subparsers.add_parser("notify", help="@notify - Broadcast message to all agents")
+    notify.add_argument("from_agent", help="Agent sending notification")
+    notify.add_argument("message", help="Message to broadcast")
+
+    handover = subparsers.add_parser("handover", help="@handover - Handover task to another agent")
+    handover.add_argument("from_agent", help="Current agent")
+    handover.add_argument("to_agent", help="Agent to handover to")
+    handover.add_argument("--context", default="", help="Handover context")
+
+    switch = subparsers.add_parser("switch", help="@switch - Request switch to specific agent")
+    switch.add_argument("from_agent", help="Current agent")
+    switch.add_argument("to_agent", help="Agent to switch to")
+
+    poll = subparsers.add_parser("poll", help="@poll - Start a quick poll")
+    poll.add_argument("agent_id", help="Agent starting poll")
+    poll.add_argument("question", help="Poll question")
+
+    vote = subparsers.add_parser("vote", help="@vote - Vote on a poll")
+    vote.add_argument("agent_id", help="Agent voting")
+    vote.add_argument("poll_id", type=int, help="Poll ID")
+    vote.add_argument("vote_choice", choices=["yes", "no", "maybe"], help="Your vote")
+
+    poll_results = subparsers.add_parser("poll-results", help="Show poll results")
+    poll_results.add_argument("poll_id", type=int, help="Poll ID")
+
+    notifications = subparsers.add_parser("notifications", help="@notifications - Check notifications")
+    notifications.add_argument("agent_id", help="Agent to check notifications for")
+    notifications.add_argument("--unread", action="store_true", help="Show only unread")
+
+    topic = subparsers.add_parser("topic", help="@topic - View research topic details")
+    topic.add_argument("topic_name", help="Topic name")
+
+    args = parser.parse_args()
+
+    if args.command == "init":
+        init_db()
+    elif args.command == "register":
+        register_agent(args.id, args.name, args.task, args.status)
+    elif args.command == "lock":
+        lock_file(args.id, args.path, args.type)
+    elif args.command == "unlock":
+        unlock_file(args.id, args.path)
+    elif args.command == "status":
+        get_status()
+    elif args.command == "research":
+        start_research(args.agent_id, args.topic)
+    elif args.command == "join":
+        join_research(args.agent_id, args.topic)
+    elif args.command == "find":
+        post_finding(args.agent_id, args.topic, args.content, args.type)
+    elif args.command == "consensus":
+        generate_consensus(args.topic)
+    elif args.command == "assign":
+        assign_task(args.from_agent, args.to_agent, args.task)
+    elif args.command == "tasks":
+        list_tasks(args.agent)
+    elif args.command == "complete":
+        complete_task(args.task_id)
+    elif args.command == "notify":
+        broadcast_message(args.from_agent, args.message)
+    elif args.command == "handover":
+        request_handover(args.from_agent, args.to_agent, args.context)
+    elif args.command == "switch":
+        switch_to(args.from_agent, args.to_agent)
+    elif args.command == "poll":
+        start_poll(args.agent_id, args.question)
+    elif args.command == "vote":
+        vote_poll(args.agent_id, args.poll_id, args.vote_choice)
+    elif args.command == "poll-results":
+        show_poll_results(args.poll_id)
+    elif args.command == "notifications":
+        get_notifications(args.agent_id, args.unread)
+    elif args.command == "topic":
+        show_research_topic(args.topic_name)
+    else:
+        parser.print_help()

scripts/deploy_async_context_compression.py

@@ -12,7 +12,7 @@ To get started:
     1. Create .env file with your OpenWebUI API key:
        echo "api_key=sk-your-key-here" > .env
 
-    2. Make sure OpenWebUI is running on localhost:3003
+    2. Make sure OpenWebUI is running on localhost:3000
 
     3. Run this script:
        python deploy_async_context_compression.py
@@ -45,7 +45,7 @@ def main():
         print("=" * 70)
         print()
         print("Next steps:")
-        print("  1. Open OpenWebUI in your browser: http://localhost:3003")
+        print("  1. Open OpenWebUI in your browser: http://localhost:3000")
         print("  2. Go to Settings → Filters")
         print("  3. Enable 'Async Context Compression'")
         print("  4. Configure Valves as needed")
@@ -58,7 +58,7 @@ def main():
         print("=" * 70)
         print()
         print("Troubleshooting:")
-        print("  • Check that OpenWebUI is running: http://localhost:3003")
+        print("  • Check that OpenWebUI is running: http://localhost:3000")
         print("  • Verify API key in .env file")
         print("  • Check network connectivity")
         print()

scripts/deploy_filter.py

@@ -49,6 +49,31 @@ def _load_api_key() -> str:
     raise ValueError("api_key not found in .env file.")
 
 
+def _load_openwebui_base_url() -> str:
+    """Load OpenWebUI base URL from .env file or environment.
+
+    Checks in order:
+    1. OPENWEBUI_BASE_URL in .env
+    2. OPENWEBUI_BASE_URL environment variable
+    3. Default to http://localhost:3000
+    """
+    if ENV_FILE.exists():
+        for line in ENV_FILE.read_text(encoding="utf-8").splitlines():
+            line = line.strip()
+            if line.startswith("OPENWEBUI_BASE_URL="):
+                url = line.split("=", 1)[1].strip()
+                if url:
+                    return url
+
+    # Try environment variable
+    url = os.environ.get("OPENWEBUI_BASE_URL")
+    if url:
+        return url
+
+    # Default
+    return "http://localhost:3000"
+
+
 def _find_filter_file(filter_name: str) -> Optional[Path]:
     """Find the main Python file for a filter.
 
@@ -126,7 +151,9 @@ def _build_filter_payload(
     filter_id = metadata.get("id", filter_name).replace("-", "_")
     title = metadata.get("title", filter_name)
     author = metadata.get("author", "Fu-Jie")
-    author_url = metadata.get("author_url", "https://github.com/Fu-Jie/openwebui-extensions")
+    author_url = metadata.get(
+        "author_url", "https://github.com/Fu-Jie/openwebui-extensions"
+    )
     funding_url = metadata.get("funding_url", "https://github.com/open-webui")
     description = metadata.get("description", f"Filter plugin: {title}")
     version = metadata.get("version", "1.0.0")
@@ -211,11 +238,13 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
     }
 
     # 6. Send update request
-    update_url = "http://localhost:3003/api/v1/functions/id/{}/update".format(filter_id)
+    base_url = _load_openwebui_base_url()
-    create_url = "http://localhost:3003/api/v1/functions/create"
+    update_url = "{}/api/v1/functions/id/{}/update".format(base_url, filter_id)
+    create_url = "{}/api/v1/functions/create".format(base_url)
 
     print(f"📦 Deploying filter '{title}' (version {version})...")
     print(f"   File: {file_path}")
+    print(f"   Target: {base_url}")
 
     try:
         # Try update first
@@ -247,7 +276,9 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
                 print(f"✅ Successfully created '{title}' filter!")
                 return True
             else:
-                print(f"❌ Failed to update or create. Status: {res_create.status_code}")
+                print(
+                    f"❌ Failed to update or create. Status: {res_create.status_code}"
+                )
                 try:
                     error_msg = res_create.json()
                     print(f"   Error: {error_msg}")
@@ -256,9 +287,8 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
                 return False
 
     except requests.exceptions.ConnectionError:
-        print(
+        base_url = _load_openwebui_base_url()
-            "❌ Connection error: Could not reach OpenWebUI at localhost:3003"
+        print(f"❌ Connection error: Could not reach OpenWebUI at {base_url}")
-        )
         print("   Make sure OpenWebUI is running and accessible.")
         return False
     except requests.exceptions.Timeout:
@@ -272,7 +302,11 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
 def list_filters() -> None:
     """List all available filters."""
     print("📋 Available filters:")
-    filters = [d.name for d in FILTERS_DIR.iterdir() if d.is_dir() and not d.name.startswith("_")]
+    filters = [
+        d.name
+        for d in FILTERS_DIR.iterdir()
+        if d.is_dir() and not d.name.startswith("_")
+    ]
 
     if not filters:
         print("   (No filters found)")

scripts/deploy_pipe.py

@@ -9,7 +9,7 @@ SCRIPT_DIR = Path(__file__).parent
 ENV_FILE = SCRIPT_DIR / ".env"
 
 URL = (
-    "http://localhost:3003/api/v1/functions/id/github_copilot_official_sdk_pipe/update"
+    "http://localhost:3000/api/v1/functions/id/github_copilot_official_sdk_pipe/update"
 )
 FILE_PATH = SCRIPT_DIR.parent / "plugins/pipes/github-copilot-sdk/github_copilot_sdk.py"
 
@@ -103,7 +103,7 @@ def deploy_pipe() -> None:
             print(
                 f"⚠️ Update failed with status {response.status_code}, attempting to create instead..."
             )
-            CREATE_URL = "http://localhost:3003/api/v1/functions/create"
+            CREATE_URL = "http://localhost:3000/api/v1/functions/create"
             res_create = requests.post(
                 CREATE_URL, headers=headers, data=json.dumps(payload)
             )

scripts/deploy_tool.py

@@ -0,0 +1,325 @@
+#!/usr/bin/env python3
+"""
+Deploy Tools plugins to OpenWebUI instance.
+
+This script deploys tool plugins to a running OpenWebUI instance.
+It reads the plugin metadata and submits it to the local API.
+
+Usage:
+    python deploy_tool.py                       # Deploy OpenWebUI Skills Manager Tool
+    python deploy_tool.py <tool_name>           # Deploy specific tool
+    python deploy_tool.py --list                # List available tools
+"""
+
+import requests
+import json
+import os
+import re
+import sys
+from pathlib import Path
+from typing import Optional, Dict, Any
+
+# ─── Configuration ───────────────────────────────────────────────────────────
+SCRIPT_DIR = Path(__file__).parent
+ENV_FILE = SCRIPT_DIR / ".env"
+TOOLS_DIR = SCRIPT_DIR.parent / "plugins/tools"
+
+# Default target tool
+DEFAULT_TOOL = "openwebui-skills-manager"
+
+
+def _load_api_key() -> str:
+    """Load API key from .env file in the same directory as this script."""
+    env_values = {}
+    if ENV_FILE.exists():
+        for line in ENV_FILE.read_text(encoding="utf-8").splitlines():
+            line = line.strip()
+            if not line or line.startswith("#") or "=" not in line:
+                continue
+            key, value = line.split("=", 1)
+            env_values[key.strip().lower()] = value.strip().strip('"').strip("'")
+
+    api_key = (
+        os.getenv("OPENWEBUI_API_KEY")
+        or os.getenv("api_key")
+        or env_values.get("api_key")
+        or env_values.get("openwebui_api_key")
+    )
+
+    if not api_key:
+        raise ValueError(
+            f"Missing api_key. Please create {ENV_FILE} with: "
+            "api_key=sk-xxxxxxxxxxxx"
+        )
+    return api_key
+
+
+def _get_base_url() -> str:
+    """Load base URL from .env file or environment."""
+    env_values = {}
+    if ENV_FILE.exists():
+        for line in ENV_FILE.read_text(encoding="utf-8").splitlines():
+            line = line.strip()
+            if not line or line.startswith("#") or "=" not in line:
+                continue
+            key, value = line.split("=", 1)
+            env_values[key.strip().lower()] = value.strip().strip('"').strip("'")
+
+    base_url = (
+        os.getenv("OPENWEBUI_URL")
+        or os.getenv("OPENWEBUI_BASE_URL")
+        or os.getenv("url")
+        or env_values.get("url")
+        or env_values.get("openwebui_url")
+        or env_values.get("openwebui_base_url")
+    )
+
+    if not base_url:
+        raise ValueError(
+            f"Missing url. Please create {ENV_FILE} with: " "url=http://localhost:3000"
+        )
+    return base_url.rstrip("/")
+
+
+def _find_tool_file(tool_name: str) -> Optional[Path]:
+    """Find the main Python file for a tool.
+
+    Args:
+        tool_name: Directory name of the tool (e.g., 'openwebui-skills-manager')
+
+    Returns:
+        Path to the main Python file, or None if not found.
+    """
+    tool_dir = TOOLS_DIR / tool_name
+    if not tool_dir.exists():
+        return None
+
+    # Try to find a .py file matching the tool name
+    py_files = list(tool_dir.glob("*.py"))
+
+    # Prefer a file with the tool name (with hyphens converted to underscores)
+    preferred_name = tool_name.replace("-", "_") + ".py"
+    for py_file in py_files:
+        if py_file.name == preferred_name:
+            return py_file
+
+    # Otherwise, return the first .py file (usually the only one)
+    if py_files:
+        return py_files[0]
+
+    return None
+
+
+def _extract_metadata(content: str) -> Dict[str, Any]:
+    """Extract metadata from the plugin docstring."""
+    metadata = {}
+
+    # Extract docstring
+    match = re.search(r'"""(.*?)"""', content, re.DOTALL)
+    if not match:
+        return metadata
+
+    docstring = match.group(1)
+
+    # Extract key-value pairs
+    for line in docstring.split("\n"):
+        line = line.strip()
+        if ":" in line and not line.startswith("#") and not line.startswith("═"):
+            parts = line.split(":", 1)
+            key = parts[0].strip().lower()
+            value = parts[1].strip()
+            metadata[key] = value
+
+    return metadata
+
+
+def _build_tool_payload(
+    tool_name: str, file_path: Path, content: str, metadata: Dict[str, Any]
+) -> Dict[str, Any]:
+    """Build the payload for the tool update/create API."""
+    tool_id = metadata.get("id", tool_name).replace("-", "_")
+    title = metadata.get("title", tool_name)
+    author = metadata.get("author", "Fu-Jie")
+    author_url = metadata.get(
+        "author_url", "https://github.com/Fu-Jie/openwebui-extensions"
+    )
+    funding_url = metadata.get("funding_url", "https://github.com/open-webui")
+    description = metadata.get("description", f"Tool plugin: {title}")
+    version = metadata.get("version", "1.0.0")
+    openwebui_id = metadata.get("openwebui_id", "")
+
+    payload = {
+        "id": tool_id,
+        "name": title,
+        "meta": {
+            "description": description,
+            "manifest": {
+                "title": title,
+                "author": author,
+                "author_url": author_url,
+                "funding_url": funding_url,
+                "description": description,
+                "version": version,
+                "type": "tool",
+            },
+            "type": "tool",
+        },
+        "content": content,
+    }
+
+    # Add openwebui_id if available
+    if openwebui_id:
+        payload["meta"]["manifest"]["openwebui_id"] = openwebui_id
+
+    return payload
+
+
+def deploy_tool(tool_name: str = DEFAULT_TOOL) -> bool:
+    """Deploy a tool plugin to OpenWebUI.
+
+    Args:
+        tool_name: Directory name of the tool to deploy
+
+    Returns:
+        True if successful, False otherwise
+    """
+    # 1. Load API key and base URL
+    try:
+        api_key = _load_api_key()
+        base_url = _get_base_url()
+    except ValueError as e:
+        print(f"[ERROR] {e}")
+        return False
+
+    # 2. Find tool file
+    file_path = _find_tool_file(tool_name)
+    if not file_path:
+        print(f"[ERROR] Tool '{tool_name}' not found in {TOOLS_DIR}")
+        print(f"[INFO] Available tools:")
+        for d in TOOLS_DIR.iterdir():
+            if d.is_dir() and not d.name.startswith("_"):
+                print(f"       - {d.name}")
+        return False
+
+    # 3. Read local source file
+    if not file_path.exists():
+        print(f"[ERROR] Source file not found: {file_path}")
+        return False
+
+    content = file_path.read_text(encoding="utf-8")
+    metadata = _extract_metadata(content)
+
+    if not metadata:
+        print(f"[ERROR] Could not extract metadata from {file_path}")
+        return False
+
+    version = metadata.get("version", "1.0.0")
+    title = metadata.get("title", tool_name)
+    tool_id = metadata.get("id", tool_name).replace("-", "_")
+
+    # 4. Build payload
+    payload = _build_tool_payload(tool_name, file_path, content, metadata)
+
+    # 5. Build headers
+    headers = {
+        "Accept": "application/json",
+        "Content-Type": "application/json",
+        "Authorization": f"Bearer {api_key}",
+    }
+
+    # 6. Send update request through the native tool endpoints
+    update_url = f"{base_url}/api/v1/tools/id/{tool_id}/update"
+    create_url = f"{base_url}/api/v1/tools/create"
+
+    print(f"📦 Deploying tool '{title}' (version {version})...")
+    print(f"   File: {file_path}")
+
+    try:
+        # Try update first
+        response = requests.post(
+            update_url,
+            headers=headers,
+            data=json.dumps(payload),
+            timeout=10,
+        )
+
+        if response.status_code == 200:
+            print(f"✅ Successfully updated '{title}' tool!")
+            return True
+        else:
+            print(
+                f"⚠️  Update failed with status {response.status_code}, "
+                "attempting to create instead..."
+            )
+
+            # Try create if update fails
+            res_create = requests.post(
+                create_url,
+                headers=headers,
+                data=json.dumps(payload),
+                timeout=10,
+            )
+
+            if res_create.status_code == 200:
+                print(f"✅ Successfully created '{title}' tool!")
+                return True
+            else:
+                print(
+                    f"❌ Failed to update or create. Status: {res_create.status_code}"
+                )
+                try:
+                    error_msg = res_create.json()
+                    print(f"   Error: {error_msg}")
+                except:
+                    print(f"   Response: {res_create.text[:500]}")
+                return False
+
+    except requests.exceptions.ConnectionError:
+        print("❌ Connection error: Could not reach OpenWebUI at {base_url}")
+        print("   Make sure OpenWebUI is running and accessible.")
+        return False
+    except requests.exceptions.Timeout:
+        print("❌ Request timeout: OpenWebUI took too long to respond")
+        return False
+    except Exception as e:
+        print(f"❌ Request error: {e}")
+        return False
+
+
+def list_tools() -> None:
+    """List all available tools."""
+    print("📋 Available tools:")
+    tools = [
+        d.name for d in TOOLS_DIR.iterdir() if d.is_dir() and not d.name.startswith("_")
+    ]
+
+    if not tools:
+        print("   (No tools found)")
+        return
+
+    for tool_name in sorted(tools):
+        tool_dir = TOOLS_DIR / tool_name
+        py_file = _find_tool_file(tool_name)
+
+        if py_file:
+            content = py_file.read_text(encoding="utf-8")
+            metadata = _extract_metadata(content)
+            title = metadata.get("title", tool_name)
+            version = metadata.get("version", "?")
+            print(f"   - {tool_name:<30} {title:<40} v{version}")
+        else:
+            print(f"   - {tool_name:<30} (no Python file found)")
+
+
+if __name__ == "__main__":
+    if len(sys.argv) > 1:
+        if sys.argv[1] == "--list" or sys.argv[1] == "-l":
+            list_tools()
+        else:
+            tool_name = sys.argv[1]
+            success = deploy_tool(tool_name)
+            sys.exit(0 if success else 1)
+    else:
+        # Deploy default tool
+        success = deploy_tool()
+        sys.exit(0 if success else 1)

scripts/extract_plugin_versions.py

@@ -285,9 +285,8 @@ def format_release_notes(
             prev_ver = prev_manifest.get("version") or prev.get("version")
 
             readme_url = _get_readme_url(curr.get("file_path", ""))
-            lines.append(f"- **{curr_title}**: v{prev_ver} → v{curr_ver}")
+            readme_link = f" | [📖 README]({readme_url})" if readme_url else ""
-            if readme_url:
+            lines.append(f"- **{curr_title}**: v{prev_ver} → v{curr_ver}{readme_link}")
-                lines.append(f"  - 📖 [README]({readme_url})")
         lines.append("")
 
     if comparison["removed"] and not ignore_removed:

scripts/install_all_plugins.py

@@ -0,0 +1,443 @@
+#!/usr/bin/env python3
+"""
+Bulk install OpenWebUI plugins from this repository.
+
+This script installs plugins from the local repository into a target OpenWebUI
+instance. It only installs plugins that:
+- live under plugins/actions, plugins/filters, plugins/pipes, or plugins/tools
+- contain an `openwebui_id` in the plugin header docstring
+- do not use a Chinese filename
+- do not use a `_cn.py` localized filename suffix
+
+Supported Plugin Types:
+- Action (standard Function class)
+- Filter (standard Function class)
+- Pipe (standard Function class)
+- Tool (native Tools class via /api/v1/tools endpoints)
+
+Configuration:
+Create `scripts/.env` with:
+    api_key=sk-your-api-key
+    url=http://localhost:3000
+
+Usage:
+    python scripts/install_all_plugins.py
+    python scripts/install_all_plugins.py --list
+    python scripts/install_all_plugins.py --dry-run
+    python scripts/install_all_plugins.py --types pipe action filter tool
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+import os
+import re
+import sys
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Dict, List, Optional, Sequence, Tuple
+
+import requests
+
+SCRIPT_DIR = Path(__file__).resolve().parent
+REPO_ROOT = SCRIPT_DIR.parent
+ENV_FILE = SCRIPT_DIR / ".env"
+DEFAULT_TIMEOUT = 20
+DEFAULT_TYPES = ("pipe", "action", "filter", "tool")
+SKIP_PREFIXES = ("test_", "verify_")
+DOCSTRING_PATTERN = re.compile(r'^\s*"""\n(.*?)\n"""', re.DOTALL)
+
+PLUGIN_TYPE_DIRS = {
+    "action": REPO_ROOT / "plugins" / "actions",
+    "filter": REPO_ROOT / "plugins" / "filters",
+    "pipe": REPO_ROOT / "plugins" / "pipes",
+    "tool": REPO_ROOT / "plugins" / "tools",
+}
+
+
+@dataclass(frozen=True)
+class PluginCandidate:
+    plugin_type: str
+    file_path: Path
+    metadata: Dict[str, str]
+    content: str
+    function_id: str
+
+    @property
+    def title(self) -> str:
+        return self.metadata.get("title", self.file_path.stem)
+
+    @property
+    def version(self) -> str:
+        return self.metadata.get("version", "unknown")
+
+
+def _load_env_file(env_path: Path = ENV_FILE) -> Dict[str, str]:
+    values: Dict[str, str] = {}
+    if not env_path.exists():
+        return values
+
+    for raw_line in env_path.read_text(encoding="utf-8").splitlines():
+        line = raw_line.strip()
+        if not line or line.startswith("#") or "=" not in line:
+            continue
+        key, value = line.split("=", 1)
+        key_lower = key.strip().lower()
+        values[key_lower] = value.strip().strip('"').strip("'")
+    return values
+
+
+def load_config(env_path: Path = ENV_FILE) -> Tuple[str, str]:
+    env_values = _load_env_file(env_path)
+
+    api_key = (
+        os.getenv("OPENWEBUI_API_KEY")
+        or os.getenv("api_key")
+        or env_values.get("api_key")
+        or env_values.get("openwebui_api_key")
+    )
+    base_url = (
+        os.getenv("OPENWEBUI_URL")
+        or os.getenv("OPENWEBUI_BASE_URL")
+        or os.getenv("url")
+        or env_values.get("url")
+        or env_values.get("openwebui_url")
+        or env_values.get("openwebui_base_url")
+    )
+
+    missing = []
+    if not api_key:
+        missing.append("api_key")
+    if not base_url:
+        missing.append("url")
+
+    if missing:
+        joined = ", ".join(missing)
+        raise ValueError(
+            f"Missing required config: {joined}. "
+            f"Please set them in environment variables or {env_path}."
+        )
+
+    return api_key, normalize_base_url(base_url)
+
+
+def normalize_base_url(url: str) -> str:
+    normalized = url.strip()
+    if not normalized:
+        raise ValueError("URL cannot be empty.")
+    return normalized.rstrip("/")
+
+
+def extract_metadata(content: str) -> Dict[str, str]:
+    match = DOCSTRING_PATTERN.search(content)
+    if not match:
+        return {}
+
+    metadata: Dict[str, str] = {}
+    for raw_line in match.group(1).splitlines():
+        line = raw_line.strip()
+        if not line or line.startswith("#") or ":" not in line:
+            continue
+        key, value = line.split(":", 1)
+        metadata[key.strip().lower()] = value.strip()
+    return metadata
+
+
+def contains_non_ascii_filename(file_path: Path) -> bool:
+    try:
+        file_path.stem.encode("ascii")
+        return False
+    except UnicodeEncodeError:
+        return True
+
+
+def should_skip_plugin_file(file_path: Path) -> Optional[str]:
+    stem = file_path.stem.lower()
+
+    if contains_non_ascii_filename(file_path):
+        return "non-ascii filename"
+    if stem.endswith("_cn"):
+        return "localized _cn file"
+    if stem.startswith(SKIP_PREFIXES):
+        return "test or helper script"
+    return None
+
+
+def slugify_function_id(value: str) -> str:
+    slug = re.sub(r"[^a-z0-9]+", "_", value.lower()).strip("_")
+    slug = re.sub(r"_+", "_", slug)
+    return slug or "plugin"
+
+
+def build_function_id(file_path: Path, metadata: Dict[str, str]) -> str:
+    if metadata.get("id"):
+        return slugify_function_id(metadata["id"])
+    if metadata.get("title"):
+        return slugify_function_id(metadata["title"])
+    return slugify_function_id(file_path.stem)
+
+
+def has_tools_class(content: str) -> bool:
+    """Check if plugin content defines a Tools class instead of Function class."""
+    return "\nclass Tools:" in content or "\nclass Tools (" in content
+
+
+def build_payload(candidate: PluginCandidate) -> Dict[str, object]:
+    manifest = dict(candidate.metadata)
+    manifest.setdefault("title", candidate.title)
+    manifest.setdefault("author", "Fu-Jie")
+    manifest.setdefault("author_url", "https://github.com/Fu-Jie/openwebui-extensions")
+    manifest.setdefault("funding_url", "https://github.com/open-webui")
+    manifest.setdefault(
+        "description", f"{candidate.plugin_type.title()} plugin: {candidate.title}"
+    )
+    manifest.setdefault("version", "1.0.0")
+    manifest["type"] = candidate.plugin_type
+
+    if candidate.plugin_type == "tool":
+        return {
+            "id": candidate.function_id,
+            "name": manifest["title"],
+            "meta": {
+                "description": manifest["description"],
+                "manifest": {},
+            },
+            "content": candidate.content,
+            "access_grants": [],
+        }
+
+    return {
+        "id": candidate.function_id,
+        "name": manifest["title"],
+        "meta": {
+            "description": manifest["description"],
+            "manifest": manifest,
+            "type": candidate.plugin_type,
+        },
+        "content": candidate.content,
+    }
+
+
+def build_api_urls(base_url: str, candidate: PluginCandidate) -> Tuple[str, str]:
+    if candidate.plugin_type == "tool":
+        return (
+            f"{base_url}/api/v1/tools/id/{candidate.function_id}/update",
+            f"{base_url}/api/v1/tools/create",
+        )
+    return (
+        f"{base_url}/api/v1/functions/id/{candidate.function_id}/update",
+        f"{base_url}/api/v1/functions/create",
+    )
+
+
+def discover_plugins(
+    plugin_types: Sequence[str],
+) -> Tuple[List[PluginCandidate], List[Tuple[Path, str]]]:
+    candidates: List[PluginCandidate] = []
+    skipped: List[Tuple[Path, str]] = []
+
+    for plugin_type in plugin_types:
+        plugin_dir = PLUGIN_TYPE_DIRS[plugin_type]
+        if not plugin_dir.exists():
+            continue
+
+        for file_path in sorted(plugin_dir.rglob("*.py")):
+            skip_reason = should_skip_plugin_file(file_path)
+            if skip_reason:
+                skipped.append((file_path, skip_reason))
+                continue
+
+            content = file_path.read_text(encoding="utf-8")
+            metadata = extract_metadata(content)
+            if not metadata:
+                skipped.append((file_path, "missing plugin header"))
+                continue
+            if not metadata.get("openwebui_id"):
+                skipped.append((file_path, "missing openwebui_id"))
+                continue
+
+            candidates.append(
+                PluginCandidate(
+                    plugin_type=plugin_type,
+                    file_path=file_path,
+                    metadata=metadata,
+                    content=content,
+                    function_id=build_function_id(file_path, metadata),
+                )
+            )
+
+    candidates.sort(key=lambda item: (item.plugin_type, item.file_path.as_posix()))
+    skipped.sort(key=lambda item: item[0].as_posix())
+    return candidates, skipped
+
+
+def install_plugin(
+    candidate: PluginCandidate,
+    api_key: str,
+    base_url: str,
+    timeout: int = DEFAULT_TIMEOUT,
+) -> Tuple[bool, str]:
+    headers = {
+        "Accept": "application/json",
+        "Content-Type": "application/json",
+        "Authorization": f"Bearer {api_key}",
+    }
+    payload = build_payload(candidate)
+    update_url, create_url = build_api_urls(base_url, candidate)
+
+    try:
+        update_response = requests.post(
+            update_url,
+            headers=headers,
+            data=json.dumps(payload),
+            timeout=timeout,
+        )
+        if 200 <= update_response.status_code < 300:
+            return True, "updated"
+
+        create_response = requests.post(
+            create_url,
+            headers=headers,
+            data=json.dumps(payload),
+            timeout=timeout,
+        )
+        if 200 <= create_response.status_code < 300:
+            return True, "created"
+
+        message = _response_message(create_response)
+        return False, f"create failed ({create_response.status_code}): {message}"
+    except requests.exceptions.Timeout:
+        return False, "request timed out"
+    except requests.exceptions.ConnectionError:
+        return False, f"cannot connect to {base_url}"
+    except Exception as exc:
+        return False, str(exc)
+
+
+def _response_message(response: requests.Response) -> str:
+    try:
+        return json.dumps(response.json(), ensure_ascii=False)
+    except Exception:
+        return response.text[:500]
+
+
+def print_candidates(candidates: Sequence[PluginCandidate]) -> None:
+    if not candidates:
+        print("No installable plugins found.")
+        return
+
+    print(f"Found {len(candidates)} installable plugins:")
+    for candidate in candidates:
+        relative_path = candidate.file_path.relative_to(REPO_ROOT)
+        print(
+            f"  - [{candidate.plugin_type}] {candidate.title} "
+            f"v{candidate.version} -> {relative_path}"
+        )
+
+
+def print_skipped_summary(skipped: Sequence[Tuple[Path, str]]) -> None:
+    if not skipped:
+        return
+
+    counts: Dict[str, int] = {}
+    for _, reason in skipped:
+        counts[reason] = counts.get(reason, 0) + 1
+
+    summary = ", ".join(
+        f"{reason}: {count}" for reason, count in sorted(counts.items())
+    )
+    print(f"Skipped {len(skipped)} files ({summary}).")
+
+
+def parse_args(argv: Optional[Sequence[str]] = None) -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description="Install repository plugins into an OpenWebUI instance."
+    )
+    parser.add_argument(
+        "--types",
+        nargs="+",
+        choices=sorted(PLUGIN_TYPE_DIRS.keys()),
+        default=list(DEFAULT_TYPES),
+        help="Plugin types to install. Defaults to all supported types.",
+    )
+    parser.add_argument(
+        "--list",
+        action="store_true",
+        help="List installable plugins without calling the API.",
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Show what would be installed without calling the API.",
+    )
+    parser.add_argument(
+        "--timeout",
+        type=int,
+        default=DEFAULT_TIMEOUT,
+        help=f"Request timeout in seconds. Default: {DEFAULT_TIMEOUT}.",
+    )
+    return parser.parse_args(argv)
+
+
+def main(argv: Optional[Sequence[str]] = None) -> int:
+    args = parse_args(argv)
+    candidates, skipped = discover_plugins(args.types)
+
+    print_candidates(candidates)
+    print_skipped_summary(skipped)
+
+    if args.list or args.dry_run:
+        return 0
+
+    if not candidates:
+        print("Nothing to install.")
+        return 1
+
+    try:
+        api_key, base_url = load_config()
+    except ValueError as exc:
+        print(f"[ERROR] {exc}")
+        return 1
+
+    print(f"Installing to: {base_url}")
+
+    success_count = 0
+    failed_candidates = []
+    for candidate in candidates:
+        relative_path = candidate.file_path.relative_to(REPO_ROOT)
+        print(
+            f"\nInstalling [{candidate.plugin_type}] {candidate.title} "
+            f"v{candidate.version} ({relative_path})"
+        )
+        ok, message = install_plugin(
+            candidate=candidate,
+            api_key=api_key,
+            base_url=base_url,
+            timeout=args.timeout,
+        )
+        if ok:
+            success_count += 1
+            print(f"  [OK] {message}")
+        else:
+            failed_candidates.append(candidate)
+            print(f"  [FAILED] {message}")
+
+    print(f"\n" + "=" * 80)
+    print(
+        f"Finished: {success_count}/{len(candidates)} plugins installed successfully."
+    )
+
+    if failed_candidates:
+        print(f"\n❌ {len(failed_candidates)} plugin(s) failed to install:")
+        for candidate in failed_candidates:
+            print(f"   • {candidate.title} ({candidate.plugin_type})")
+            print(f"     → Check the error message above")
+        print()
+
+    print("=" * 80)
+    return 0 if success_count == len(candidates) else 1
+
+
+if __name__ == "__main__":
+    sys.exit(main())

scripts/macp

@@ -0,0 +1,110 @@
+#!/bin/bash
+# 🤖 MACP Quick Command v2.1 (Unified Edition)
+
+set -euo pipefail
+
+AGENT_ID_FILE=".agent/current_agent"
+
+resolve_agent_id() {
+    if [ -n "${MACP_AGENT_ID:-}" ]; then
+        echo "$MACP_AGENT_ID"
+        return
+    fi
+
+    if [ -f "$AGENT_ID_FILE" ]; then
+        cat "$AGENT_ID_FILE"
+        return
+    fi
+
+    echo "Error: MACP agent identity is not set. Export MACP_AGENT_ID or create .agent/current_agent." >&2
+    exit 1
+}
+
+resolve_agent_name() {
+    python3 - <<'PY2'
+import os
+import sqlite3
+import sys
+
+agent_id = os.environ.get("MACP_AGENT_ID", "").strip()
+if not agent_id:
+    path = os.path.join(os.getcwd(), ".agent", "current_agent")
+    if os.path.exists(path):
+        with open(path, "r", encoding="utf-8") as handle:
+            agent_id = handle.read().strip()
+
+db_path = os.path.join(os.getcwd(), ".agent", "agent_hub.db")
+name = agent_id or "Agent"
+
+if agent_id and os.path.exists(db_path):
+    conn = sqlite3.connect(db_path)
+    cur = conn.cursor()
+    cur.execute("SELECT name FROM agents WHERE id = ?", (agent_id,))
+    row = cur.fetchone()
+    conn.close()
+    if row and row[0]:
+        name = row[0]
+
+sys.stdout.write(name)
+PY2
+}
+
+AGENT_ID="$(resolve_agent_id)"
+export MACP_AGENT_ID="$AGENT_ID"
+AGENT_NAME="$(resolve_agent_name)"
+
+CMD="${1:-}"
+if [ -z "$CMD" ]; then
+    echo "Usage: ./scripts/macp [/status|/ping|/study|/broadcast|/summon|/handover|/note|/check|/resolve]" >&2
+    exit 1
+fi
+shift
+
+case "$CMD" in
+    /study)
+        TOPIC="$1"
+        shift
+        DESC="$*"
+        if [ -n "$DESC" ]; then
+            python3 scripts/agent_sync.py study "$AGENT_ID" "$TOPIC" --desc "$DESC"
+        else
+            python3 scripts/agent_sync.py study "$AGENT_ID" "$TOPIC"
+        fi
+        ;;
+    /broadcast)
+        python3 scripts/agent_sync.py broadcast "$AGENT_ID" manual "$*"
+        ;;
+    /summon)
+        TO_AGENT="$1"
+        shift
+        python3 scripts/agent_sync.py assign "$AGENT_ID" "$TO_AGENT" "$*" --role worker --priority high
+        ;;
+    /handover)
+        TO_AGENT="$1"
+        shift
+        python3 scripts/agent_sync.py assign "$AGENT_ID" "$TO_AGENT" "$*" --role worker
+        python3 scripts/agent_sync.py register "$AGENT_ID" "$AGENT_NAME" "Idle"
+        ;;
+    /note)
+        TOPIC="$1"
+        shift
+        python3 scripts/agent_sync.py note "$AGENT_ID" "$TOPIC" "$*" --type note
+        ;;
+    /check)
+        python3 scripts/agent_sync.py check
+        ;;
+    /resolve)
+        TOPIC="$1"
+        shift
+        python3 scripts/agent_sync.py resolve "$AGENT_ID" "$TOPIC" "$*"
+        ;;
+    /ping)
+        python3 scripts/agent_sync.py status | grep "\["
+        ;;
+    /status)
+        python3 scripts/agent_sync.py status
+        ;;
+    *)
+        echo "Usage: ./scripts/macp [/status|/ping|/study|/broadcast|/summon|/handover|/note|/check|/resolve]"
+        ;;
+esac

scripts/openwebui_stats.py

@@ -277,12 +277,37 @@ class OpenWebUIStats:
             },
         }
 
+    def _get_plugin_obj(self, post: dict) -> dict:
+        """Extract the actual plugin object from post['data'] (handling different keys like function/tool/pipe)."""
+        data = post.get("data", {}) or {}
+        if not data:
+            return {}
+
+        # Priority 1: Use post['type'] as the key (standard behavior)
+        post_type = post.get("type")
+        if post_type and post_type in data and data[post_type]:
+            return data[post_type]
+
+        # Priority 2: Fallback to 'function' (most common for actions/filters/pipes)
+        if "function" in data and data["function"]:
+            return data["function"]
+
+        # Priority 3: Try other known keys
+        for k in ["tool", "pipe", "action", "filter", "prompt", "model"]:
+            if k in data and data[k]:
+                return data[k]
+
+        # Priority 4: If there's only one key in data, assume that's the one
+        if len(data) == 1:
+            return list(data.values())[0] or {}
+
+        return {}
+
     def _resolve_post_type(self, post: dict) -> str:
         """Resolve the post category type"""
         top_type = post.get("type")
-        function_data = post.get("data", {}) or {}
+        plugin_obj = self._get_plugin_obj(post)
-        function_obj = function_data.get("function", {}) or {}
+        meta = plugin_obj.get("meta", {}) or {}
-        meta = function_obj.get("meta", {}) or {}
         manifest = meta.get("manifest", {}) or {}
 
         # Category identification priority:
@@ -292,17 +317,17 @@ class OpenWebUIStats:
         post_type = "unknown"
         if meta.get("type"):
             post_type = meta.get("type")
-        elif function_obj.get("type"):
+        elif plugin_obj.get("type"):
-            post_type = function_obj.get("type")
+            post_type = plugin_obj.get("type")
         elif top_type:
             post_type = top_type
-        elif not meta and not function_obj:
+        elif not meta and not plugin_obj:
             post_type = "post"
 
         post_type = self._normalize_post_type(post_type)
 
         # Unified and heuristic identification logic
-        if post_type == "unknown" and function_obj:
+        if post_type == "unknown" and plugin_obj:
             post_type = "action"
 
         if post_type == "action" or post_type == "unknown":
@@ -600,9 +625,8 @@ class OpenWebUIStats:
         for post in posts:
             post_type = self._resolve_post_type(post)
 
-            function_data = post.get("data", {}) or {}
+            plugin_obj = self._get_plugin_obj(post)
-            function_obj = function_data.get("function", {}) or {}
+            meta = plugin_obj.get("meta", {}) or {}
-            meta = function_obj.get("meta", {}) or {}
             manifest = meta.get("manifest", {}) or {}
 
             # Accumulate statistics
@@ -615,10 +639,9 @@ class OpenWebUIStats:
             stats["total_saves"] += post.get("saveCount", 0)
             stats["total_comments"] += post.get("commentCount", 0)
 
-            # Key: total views do not include non-downloadable types (e.g., post, review)
+            # Key: only count views for posts with actual downloads (exclude post/review types)
-            if post_type in self.DOWNLOADABLE_TYPES or post_downloads > 0:
+            if post_type not in ("post", "review") and post_downloads > 0:
                 stats["total_views"] += post_views
-
                 if post_type not in stats["by_type"]:
                     stats["by_type"][post_type] = 0
                 stats["by_type"][post_type] += 1

scripts/verify_deployment_tools.py

@@ -9,28 +9,29 @@ local deployment are present and functional.
 import sys
 from pathlib import Path
 
+
 def main():
     """Check all deployment tools are ready."""
     base_dir = Path(__file__).parent.parent
 
-    print("\n" + "="*80)
+    print("\n" + "=" * 80)
-    print("✨ 异步上下文压缩本地部署工具 — 验证状态")
+    print("✨ Async Context Compression Local Deployment Tools — Verification Status")
-    print("="*80 + "\n")
+    print("=" * 80 + "\n")
 
     files_to_check = {
-        "🐍 Python 脚本": [
+        "🐍 Python Scripts": [
             "scripts/deploy_async_context_compression.py",
             "scripts/deploy_filter.py",
             "scripts/deploy_pipe.py",
         ],
-        "📖 部署文档": [
+        "📖 Deployment Documentation": [
             "scripts/README.md",
             "scripts/QUICK_START.md",
             "scripts/DEPLOYMENT_GUIDE.md",
             "scripts/DEPLOYMENT_SUMMARY.md",
             "plugins/filters/async-context-compression/DEPLOYMENT_REFERENCE.md",
         ],
-        "🧪 测试文件": [
+        "🧪 Test Files": [
             "tests/scripts/test_deploy_filter.py",
         ],
     }
@@ -50,53 +51,53 @@ def main():
 
             if exists and file_path.endswith(".py"):
                 size = full_path.stat().st_size
-                lines = len(full_path.read_text().split('\n'))
+                lines = len(full_path.read_text().split("\n"))
                 print(f"     └─ [{size} bytes, ~{lines} lines]")
 
             if not exists:
                 all_exist = False
 
-    print("\n" + "="*80)
+    print("\n" + "=" * 80)
 
     if all_exist:
-        print("✅ 所有部署工具文件已准备就绪！")
+        print("✅ All deployment tool files are ready!")
-        print("="*80 + "\n")
+        print("=" * 80 + "\n")
 
-        print("🚀 快速开始（3 种方式）：\n")
+        print("🚀 Quick Start (3 ways):\n")
 
-        print("  方式 1: 最简单 (推荐)")
+        print("  Method 1: Easiest (Recommended)")
         print("  ─────────────────────────────────────────────────────────")
         print("    cd scripts")
         print("    python deploy_async_context_compression.py")
         print()
 
-        print("  方式 2: 通用工具")
+        print("  Method 2: Generic Tool")
         print("  ─────────────────────────────────────────────────────────")
         print("    cd scripts")
         print("    python deploy_filter.py")
         print()
 
-        print("  方式 3: 部署其他 Filter")
+        print("  Method 3: Deploy Other Filters")
         print("  ─────────────────────────────────────────────────────────")
         print("    cd scripts")
         print("    python deploy_filter.py --list")
         print("    python deploy_filter.py folder-memory")
         print()
 
-        print("="*80 + "\n")
+        print("=" * 80 + "\n")
-        print("📚 文档参考：\n")
+        print("📚 Documentation References:\n")
-        print("  • 快速开始:    scripts/QUICK_START.md")
+        print("  • Quick Start:        scripts/QUICK_START.md")
-        print("  • 完整指南:    scripts/DEPLOYMENT_GUIDE.md")
+        print("  • Complete Guide:     scripts/DEPLOYMENT_GUIDE.md")
-        print("  • 技术总结:    scripts/DEPLOYMENT_SUMMARY.md")
+        print("  • Technical Summary:  scripts/DEPLOYMENT_SUMMARY.md")
-        print("  • 脚本说明:    scripts/README.md")
+        print("  • Script Info:        scripts/README.md")
-        print("  • 测试覆盖:    pytest tests/scripts/test_deploy_filter.py -v")
+        print("  • Test Coverage:      pytest tests/scripts/test_deploy_filter.py -v")
         print()
 
-        print("="*80 + "\n")
+        print("=" * 80 + "\n")
         return 0
     else:
-        print("❌ 某些文件缺失！")
+        print("❌ Some files are missing!")
-        print("="*80 + "\n")
+        print("=" * 80 + "\n")
         return 1
 
 

tests/scripts/test_install_all_plugins.py

@@ -0,0 +1,179 @@
+import importlib.util
+import sys
+from pathlib import Path
+
+import pytest
+
+
+MODULE_PATH = Path(__file__).resolve().parents[2] / "scripts" / "install_all_plugins.py"
+SPEC = importlib.util.spec_from_file_location("install_all_plugins", MODULE_PATH)
+install_all_plugins = importlib.util.module_from_spec(SPEC)
+assert SPEC.loader is not None
+sys.modules[SPEC.name] = install_all_plugins
+SPEC.loader.exec_module(install_all_plugins)
+
+
+PLUGIN_HEADER = '''"""
+title: Example Plugin
+version: 1.0.0
+openwebui_id: 12345678-1234-1234-1234-123456789abc
+description: Example description.
+"""
+'''
+
+
+def write_plugin(path: Path, header: str) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text(header + "\nclass Action:\n    pass\n", encoding="utf-8")
+
+
+def test_should_skip_plugin_file_filters_localized_and_helper_names():
+    assert (
+        install_all_plugins.should_skip_plugin_file(Path("flash_card_cn.py"))
+        == "localized _cn file"
+    )
+    assert (
+        install_all_plugins.should_skip_plugin_file(Path("verify_generation.py"))
+        == "test or helper script"
+    )
+    assert (
+        install_all_plugins.should_skip_plugin_file(Path("测试.py"))
+        == "non-ascii filename"
+    )
+    assert install_all_plugins.should_skip_plugin_file(Path("flash_card.py")) is None
+
+
+def test_build_function_id_prefers_id_then_title_then_filename():
+    from_id = install_all_plugins.build_function_id(
+        Path("dummy.py"), {"id": "Async Context Compression"}
+    )
+    from_title = install_all_plugins.build_function_id(
+        Path("dummy.py"), {"title": "GitHub Copilot Official SDK Pipe"}
+    )
+    from_file = install_all_plugins.build_function_id(Path("dummy_plugin.py"), {})
+
+    assert from_id == "async_context_compression"
+    assert from_title == "github_copilot_official_sdk_pipe"
+    assert from_file == "dummy_plugin"
+
+
+def test_build_payload_uses_native_tool_shape_for_tools():
+    candidate = install_all_plugins.PluginCandidate(
+        plugin_type="tool",
+        file_path=Path("plugins/tools/demo/demo_tool.py"),
+        metadata={
+            "title": "Demo Tool",
+            "description": "Demo tool description",
+            "openwebui_id": "12345678-1234-1234-1234-123456789abc",
+        },
+        content="class Tools:\n    pass\n",
+        function_id="demo_tool",
+    )
+
+    payload = install_all_plugins.build_payload(candidate)
+
+    assert payload == {
+        "id": "demo_tool",
+        "name": "Demo Tool",
+        "meta": {
+            "description": "Demo tool description",
+            "manifest": {},
+        },
+        "content": "class Tools:\n    pass\n",
+        "access_grants": [],
+    }
+
+
+def test_build_api_urls_uses_tool_endpoints_for_tools():
+    candidate = install_all_plugins.PluginCandidate(
+        plugin_type="tool",
+        file_path=Path("plugins/tools/demo/demo_tool.py"),
+        metadata={"title": "Demo Tool"},
+        content="class Tools:\n    pass\n",
+        function_id="demo_tool",
+    )
+
+    update_url, create_url = install_all_plugins.build_api_urls(
+        "http://localhost:3000", candidate
+    )
+
+    assert update_url == "http://localhost:3000/api/v1/tools/id/demo_tool/update"
+    assert create_url == "http://localhost:3000/api/v1/tools/create"
+
+
+def test_discover_plugins_only_returns_supported_openwebui_plugins(
+    tmp_path, monkeypatch
+):
+    actions_dir = tmp_path / "plugins" / "actions"
+    filters_dir = tmp_path / "plugins" / "filters"
+    pipes_dir = tmp_path / "plugins" / "pipes"
+    tools_dir = tmp_path / "plugins" / "tools"
+
+    write_plugin(actions_dir / "flash-card" / "flash_card.py", PLUGIN_HEADER)
+    write_plugin(actions_dir / "flash-card" / "flash_card_cn.py", PLUGIN_HEADER)
+    write_plugin(actions_dir / "infographic" / "verify_generation.py", PLUGIN_HEADER)
+    write_plugin(
+        filters_dir / "missing-id" / "missing_id.py", '"""\ntitle: Missing ID\n"""\n'
+    )
+    write_plugin(pipes_dir / "sdk" / "github_copilot_sdk.py", PLUGIN_HEADER)
+    write_plugin(tools_dir / "skills" / "openwebui_skills_manager.py", PLUGIN_HEADER)
+
+    monkeypatch.setattr(
+        install_all_plugins,
+        "PLUGIN_TYPE_DIRS",
+        {
+            "action": actions_dir,
+            "filter": filters_dir,
+            "pipe": pipes_dir,
+            "tool": tools_dir,
+        },
+    )
+    monkeypatch.setattr(install_all_plugins, "REPO_ROOT", tmp_path)
+
+    candidates, skipped = install_all_plugins.discover_plugins(
+        ["action", "filter", "pipe", "tool"]
+    )
+
+    candidate_names = [candidate.file_path.name for candidate in candidates]
+    skipped_reasons = {path.name: reason for path, reason in skipped}
+
+    assert candidate_names == [
+        "flash_card.py",
+        "github_copilot_sdk.py",
+        "openwebui_skills_manager.py",
+    ]
+    assert skipped_reasons["missing_id.py"] == "missing openwebui_id"
+    assert skipped_reasons["flash_card_cn.py"] == "localized _cn file"
+    assert skipped_reasons["verify_generation.py"] == "test or helper script"
+
+
+@pytest.mark.parametrize(
+    ("header", "expected_reason"),
+    [
+        ('"""\ntitle: Missing ID\n"""\n', "missing openwebui_id"),
+        ("class Action:\n    pass\n", "missing plugin header"),
+    ],
+)
+def test_discover_plugins_reports_missing_metadata(
+    tmp_path, monkeypatch, header, expected_reason
+):
+    action_dir = tmp_path / "plugins" / "actions"
+    plugin_file = action_dir / "demo" / "demo.py"
+    write_plugin(plugin_file, header)
+
+    monkeypatch.setattr(
+        install_all_plugins,
+        "PLUGIN_TYPE_DIRS",
+        {
+            "action": action_dir,
+            "filter": tmp_path / "plugins" / "filters",
+            "pipe": tmp_path / "plugins" / "pipes",
+            "tool": tmp_path / "plugins" / "tools",
+        },
+    )
+    monkeypatch.setattr(install_all_plugins, "REPO_ROOT", tmp_path)
+
+    candidates, skipped = install_all_plugins.discover_plugins(["action"])
+
+    assert candidates == []
+    assert skipped == [(plugin_file, expected_reason)]

zed-ai-tabs.sh

@@ -0,0 +1,139 @@
+#!/bin/bash
+# ==============================================================================
+# ai-tabs - Ultra Orchestrator
+# Version: v1.0.0
+# License: MIT
+# Author: Fu-Jie
+# Description: Batch-launches and orchestrates multiple AI CLI tools as Tabs.
+# ==============================================================================
+
+# 1. Single-Instance Lock
+LOCK_FILE="/tmp/ai_terminal_launch.lock"
+# If lock is less than 10 seconds old, another instance is running. Exit.
+if [ -f "$LOCK_FILE" ]; then
+    LOCK_TIME=$(stat -f %m "$LOCK_FILE")
+    NOW=$(date +%s)
+    if (( NOW - LOCK_TIME < 10 )); then
+        echo "⚠️ Another launch in progress. Skipping to prevent duplicates."
+        exit 0
+    fi
+fi
+touch "$LOCK_FILE"
+trap 'rm -f "$LOCK_FILE"' EXIT
+
+# 2. Configuration & Constants
+INIT_DELAY=4.5
+PASTE_DELAY=0.3
+CMD_CREATION_DELAY=0.3
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+PARENT_DIR="$(dirname "$SCRIPT_DIR")"
+
+# Search for .env
+if [ -f "${SCRIPT_DIR}/.env" ]; then
+    ENV_FILE="${SCRIPT_DIR}/.env"
+elif [ -f "${PARENT_DIR}/.env" ]; then
+    ENV_FILE="${PARENT_DIR}/.env"
+fi
+
+# Supported Tools
+SUPPORTED_TOOLS=(
+    "claude:--continue"
+    "opencode:--continue"
+    "gemini:--resume latest"
+    "copilot:--continue"
+    "iflow:--continue"
+    "kilo:--continue"
+)
+
+FOUND_TOOLS_NAMES=()
+FOUND_CMDS=()
+
+# 3. Part A: Load Manual Configuration
+if [ -f "$ENV_FILE" ]; then
+    set -a; source "$ENV_FILE"; set +a
+    for var in $(compgen -v | grep '^TOOL_[0-9]' | sort -V); do
+        TPATH="${!var}"
+        if [ -x "$TPATH" ]; then
+            NAME=$(basename "$TPATH")
+            FLAG="--continue"
+            for item in "${SUPPORTED_TOOLS[@]}"; do
+                [[ "${item%%:*}" == "$NAME" ]] && FLAG="${item#*:}" && break
+            done
+            FOUND_TOOLS_NAMES+=("$NAME")
+            FOUND_CMDS+=("'$TPATH' $FLAG || '$TPATH' || exec \$SHELL")
+        fi
+    done
+fi
+
+# 4. Part B: Automatic Tool Discovery
+for item in "${SUPPORTED_TOOLS[@]}"; do
+    NAME="${item%%:*}"
+    FLAG="${item#*:}"
+    ALREADY_CONFIGURED=false
+    for configured in "${FOUND_TOOLS_NAMES[@]}"; do
+        [[ "$configured" == "$NAME" ]] && ALREADY_CONFIGURED=true && break
+    done
+    [[ "$ALREADY_CONFIGURED" == true ]] && continue
+    TPATH=$(which "$NAME" 2>/dev/null)
+    if [ -z "$TPATH" ]; then
+        SEARCH_PATHS=(
+            "/opt/homebrew/bin/$NAME"
+            "/usr/local/bin/$NAME"
+            "$HOME/.local/bin/$NAME"
+            "$HOME/bin/$NAME"
+            "$HOME/.$NAME/bin/$NAME"
+            "$HOME/.nvm/versions/node/*/bin/$NAME"
+            "$HOME/.npm-global/bin/$NAME"
+            "$HOME/.cargo/bin/$NAME"
+        )
+        for p in "${SEARCH_PATHS[@]}"; do
+            for found_p in $p; do [[ -x "$found_p" ]] && TPATH="$found_p" && break 2; done
+        done
+    fi
+    if [ -n "$TPATH" ]; then
+        FOUND_TOOLS_NAMES+=("$NAME")
+        FOUND_CMDS+=("'$TPATH' $FLAG || '$TPATH' || exec \$SHELL")
+    fi
+done
+
+NUM_FOUND=${#FOUND_CMDS[@]}
+[[ "$NUM_FOUND" -eq 0 ]] && exit 1
+
+# 5. Core Orchestration (Reset + Launch)
+# Using Command Palette automation to avoid the need for manual shortcut binding.
+AS_SCRIPT="tell application \"System Events\"\n"
+
+# Phase A: Creation (Using Command Palette to ensure it opens in Editor Area)
+for ((i=1; i<=NUM_FOUND; i++)); do
+    AS_SCRIPT+="    keystroke \"p\" using {command down, shift down}\n"
+    AS_SCRIPT+="    delay 0.1\n"
+    # Ensure we are searching for the command. Using clipboard for speed and universal language support.
+    AS_SCRIPT+="    set the clipboard to \"workspace: new center terminal\"\n"
+    AS_SCRIPT+="    keystroke \"v\" using {command down}\n"
+    AS_SCRIPT+="    delay 0.1\n"
+    AS_SCRIPT+="    keystroke return\n"
+    AS_SCRIPT+="    delay $CMD_CREATION_DELAY\n"
+done
+
+# Phase B: Warmup
+AS_SCRIPT+="    delay $INIT_DELAY\n"
+
+# Phase C: Command Injection (Reverse)
+for ((i=NUM_FOUND-1; i>=0; i--)); do
+    FULL_CMD="${FOUND_CMDS[$i]}"
+    CLEAN_CMD=$(echo "$FULL_CMD" | sed 's/"/\\"/g')
+    AS_SCRIPT+="    set the clipboard to \"$CLEAN_CMD\"\n"
+    AS_SCRIPT+="    delay 0.1\n"
+    AS_SCRIPT+="    keystroke \"v\" using {command down}\n"
+    AS_SCRIPT+="    delay $PASTE_DELAY\n"
+    AS_SCRIPT+="    keystroke return\n"
+    if [ $i -gt 0 ]; then
+        AS_SCRIPT+="    delay 0.5\n"
+        AS_SCRIPT+="    keystroke \"[\" using {command down, shift down}\n"
+    fi
+done
+AS_SCRIPT+="end tell"
+
+# Execute
+echo -e "$AS_SCRIPT" | osascript
+echo "✨ Ai tabs initialized successfully ($NUM_FOUND tools found)."