feat: Implement configurable OpenWebUI base URL for deployment scripts and update documentation.

.gitignore

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

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

@@ -1886,19 +1886,9 @@ class Filter:
         """
         Check if compression should be skipped.
         Returns True if:
-        1. The base model includes 'copilot_sdk'
         """
-        # Check if base model includes copilot_sdk
+        if body.get("is_copilot_model", False):
-        if __model__:
-            base_model_id = __model__.get("base_model_id", "")
-            if "copilot_sdk" in base_model_id.lower():
-                return True
-
-        # Also check model in body
-        model_id = body.get("model", "")
-        if "copilot_sdk" in model_id.lower():
             return True
-
         return False
 
     async def inlet(

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__,

scripts/DEPLOYMENT_GUIDE.md

@@ -9,6 +9,7 @@ This directory contains automated scripts for deploying plugins in development t
 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:
+
    ```
    api_key=sk-xxxxxxxxxxxxx
    ```
@@ -42,12 +43,14 @@ python deploy_filter.py --list
 Used to deploy Filter-type plugins (such as message filtering, context compression, etc.).
 
 **Key Features**:
+
 - ✅ Auto-extracts metadata from Python files (version, author, description, etc.)
 - ✅ Attempts to update existing plugins, creates if not found
 - ✅ Supports multiple Filter plugin management
 - ✅ Detailed error messages and connection diagnostics
 
 **Usage**:
+
 ```bash
 # Deploy async_context_compression (default)
 python deploy_filter.py
@@ -62,6 +65,7 @@ python deploy_filter.py -l
 ```
 
 **Workflow**:
+
 1. Load API key from `.env`
 2. Find target Filter plugin directory
 3. Read Python source file
@@ -76,6 +80,7 @@ python deploy_filter.py -l
 Used to deploy Pipe-type plugins (such as GitHub Copilot SDK).
 
 **Usage**:
+
 ```bash
 python deploy_pipe.py
 ```
@@ -101,6 +106,7 @@ Create a dedicated long-term API key in OpenWebUI Settings for deployment purpos
 **Cause**: OpenWebUI is not running or port is different
 
 **Solution**:
+
 - Make sure OpenWebUI is running
 - Check which port OpenWebUI is actually listening on (usually 3000)
 - Edit the URL in the script if needed
@@ -110,6 +116,7 @@ Create a dedicated long-term API key in OpenWebUI Settings for deployment purpos
 **Cause**: `.env` file was not created
 
 **Solution**:
+
 ```bash
 echo "api_key=sk-your-api-key-here" > .env
 ```
@@ -119,6 +126,7 @@ echo "api_key=sk-your-api-key-here" > .env
 **Cause**: Filter directory name is incorrect
 
 **Solution**:
+
 ```bash
 # List all available Filters
 python deploy_filter.py --list
@@ -129,6 +137,7 @@ python deploy_filter.py --list
 **Cause**: API key is invalid or expired
 
 **Solution**:
+
 1. Verify your API key is valid
 2. Generate a new API key
 3. Update the `.env` file
@@ -177,7 +186,8 @@ python deploy_filter.py async-context-compression
 
 ## Security Considerations
 
-⚠️ **Important**: 
+⚠️ **Important**:
+
 - ✅ Add `.env` file to `.gitignore` (avoid committing sensitive info)
 - ✅ Never commit API keys to version control
 - ✅ Use only on trusted networks

scripts/DEPLOYMENT_SUMMARY.md

@@ -7,6 +7,7 @@ Added a complete local deployment toolchain for the `async_context_compression`
 ## 📋 New Files
 
 ### 1. **deploy_filter.py** — Filter Plugin Deployment Script
+
 - **Location**: `scripts/deploy_filter.py`
 - **Function**: Auto-deploy Filter-type plugins to local OpenWebUI instance
 - **Features**:
@@ -19,6 +20,7 @@ Added a complete local deployment toolchain for the `async_context_compression`
 - **Code Lines**: ~300
 
 ### 2. **DEPLOYMENT_GUIDE.md** — Complete Deployment Guide
+
 - **Location**: `scripts/DEPLOYMENT_GUIDE.md`
 - **Contents**:
   - Prerequisites and quick start
@@ -28,6 +30,7 @@ Added a complete local deployment toolchain for the `async_context_compression`
   - Step-by-step workflow examples
 
 ### 3. **QUICK_START.md** — Quick Reference Card
+
 - **Location**: `scripts/QUICK_START.md`
 - **Contents**:
   - One-line deployment command
@@ -37,6 +40,7 @@ Added a complete local deployment toolchain for the `async_context_compression`
   - 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)
@@ -138,6 +142,7 @@ openwebui_id: b1655bc8-6de9-4cad-8cb5-a6f7829a02ce
 ```
 
 **Supported Metadata Fields**:
+
 - `title` — Filter display name ✅
 - `id` — Unique identifier ✅
 - `author` — Author name ✅
@@ -335,17 +340,20 @@ Metadata Extraction and Delivery
 ### Debugging Tips
 
 1. **Enable Verbose Logging**:
+
    ```bash
    python deploy_filter.py 2>&1 | tee deploy.log
    ```
 
 2. **Test API Connection**:
+
    ```bash
    curl -X GET http://localhost:3000/api/v1/functions \
      -H "Authorization: Bearer $API_KEY"
    ```
 
 3. **Verify .env File**:
+
    ```bash
    grep "api_key=" scripts/.env
    ```

scripts/README.md

@@ -73,12 +73,14 @@ python deploy_async_context_compression.py
 ```
 
 **Features**:
+
 - ✅ Optimized specifically for async_context_compression
 - ✅ Clear deployment steps and confirmation
 - ✅ Friendly error messages
 - ✅ Shows next steps after successful deployment
 
 **Sample Output**:
+
 ```
 ======================================================================
 🚀 Deploying Async Context Compression Filter Plugin
@@ -117,6 +119,7 @@ python deploy_filter.py --list
 ```
 
 **Features**:
+
 - ✅ Generic Filter deployment tool
 - ✅ Supports multiple plugins
 - ✅ Auto metadata extraction
@@ -142,6 +145,7 @@ python deploy_tool.py openwebui-skills-manager
 ```
 
 **Features**:
+
 - ✅ Supports Tools plugin deployment
 - ✅ Auto-detects `Tools` class definition
 - ✅ Smart update/create logic
@@ -290,6 +294,7 @@ git status  # should not show .env
 ```
 
 **Solution**:
+
 ```bash
 # 1. Check if OpenWebUI is running
 curl http://localhost:3000
@@ -309,6 +314,7 @@ curl http://localhost:3000
 ```
 
 **Solution**:
+
 ```bash
 echo "api_key=sk-your-api-key" > .env
 cat .env  # verify file created
@@ -321,6 +327,7 @@ cat .env  # verify file created
 ```
 
 **Solution**:
+
 ```bash
 # List all available Filters
 python deploy_filter.py --list
@@ -337,6 +344,7 @@ python deploy_filter.py async-context-compression
 ```
 
 **Solution**:
+
 ```bash
 # 1. Verify API key is correct
 grep "api_key=" .env
@@ -370,7 +378,7 @@ python deploy_async_context_compression.py
 
 ### Method 2: Verify in OpenWebUI
 
-1. Open OpenWebUI: http://localhost:3000
+1. Open OpenWebUI: <http://localhost:3000>
 2. Go to Settings → Filters
 3. Check if 'Async Context Compression' is listed
 4. Verify version number is correct (should be latest)
@@ -380,6 +388,7 @@ python deploy_async_context_compression.py
 1. Open a new conversation
 2. Enable 'Async Context Compression' Filter
 3. Have multiple-turn conversation and verify compression/summarization works
+
 ## 💡 Advanced Usage
 
 ### Automated Deploy & Test
@@ -473,4 +482,3 @@ Newly created deployment-related files:
 **Last Updated**: 2026-03-09  
 **Script Status**: ✅ Ready for production  
 **Test Coverage**: 10/10 passed ✅
-

scripts/UPDATE_MECHANISM.md

@@ -5,6 +5,7 @@
 ✅ **Yes, re-deploying automatically updates the plugin!**
 
 The deployment script uses a **smart two-stage strategy**:
+
 1. 🔄 **Try UPDATE First** (if plugin exists)
 2. 📝 **Auto CREATE** (if update fails — plugin doesn't exist)
 
@@ -54,6 +55,7 @@ if response.status_code == 200:
 ```
 
 **What Happens**:
+
 - Send **POST** to `/api/v1/functions/id/{filter_id}/update`
 - If returns **HTTP 200**, plugin exists and update succeeded
 - Includes:
@@ -84,6 +86,7 @@ if response.status_code != 200:
 ```
 
 **What Happens**:
+
 - If update fails (HTTP ≠ 200), auto-attempt create
 - Send **POST** to `/api/v1/functions/create`
 - Uses **same payload** (code, metadata identical)
@@ -103,6 +106,7 @@ $ python deploy_async_context_compression.py
 ```
 
 **What Happens**:
+
 1. Try UPDATE → fails (HTTP 404 — plugin doesn't exist)
 2. Auto-try CREATE → succeeds (HTTP 200)
 3. Plugin created in OpenWebUI
@@ -121,6 +125,7 @@ $ python deploy_async_context_compression.py
 ```
 
 **What Happens**:
+
 1. Read modified code
 2. Try UPDATE → succeeds (HTTP 200 — plugin exists)
 3. Plugin in OpenWebUI updated to latest code
@@ -147,6 +152,7 @@ $ python deploy_async_context_compression.py
 ```
 
 **Characteristics**:
+
 - 🚀 Each update takes only 5 seconds
 - 📝 Each is an incremental update
 - ✅ No need to restart OpenWebUI
@@ -181,11 +187,13 @@ version: 1.3.0
 ```
 
 **Each deployment**:
+
 1. Script reads version from docstring
 2. Sends this version in manifest to OpenWebUI
 3. If you change version in code, deployment updates to new version
 
 **Best Practice**:
+
 ```bash
 # 1. Modify code
 vim async_context_compression.py
@@ -300,6 +308,7 @@ Usually **not needed** because:
 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 @@ Usually **not needed** because:
 ### 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/deploy_async_context_compression.py

@@ -11,9 +11,9 @@ Usage:
 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:3000
-    
+
     3. Run this script:
        python deploy_async_context_compression.py
 """
@@ -34,10 +34,10 @@ def main():
     print("🚀 Deploying Async Context Compression Filter Plugin")
     print("=" * 70)
     print()
-    
+
     # Deploy the filter
     success = deploy_filter("async-context-compression")
-    
+
     if success:
         print()
         print("=" * 70)
@@ -63,7 +63,7 @@ def main():
         print("  • Check network connectivity")
         print()
         return 1
-    
+
     return 0
 
 

scripts/deploy_filter.py

@@ -49,53 +49,78 @@ 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.
-    
+
     Args:
         filter_name: Directory name of the filter (e.g., 'async-context-compression')
-    
+
     Returns:
         Path to the main Python file, or None if not found.
     """
     filter_dir = FILTERS_DIR / filter_name
     if not filter_dir.exists():
         return None
-    
+
     # Try to find a .py file matching the filter name
     py_files = list(filter_dir.glob("*.py"))
-    
+
     # Prefer a file with the filter name (with hyphens converted to underscores)
     preferred_name = filter_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.
-    
+
     Args:
         content: Python file content
-    
+
     Returns:
         Dictionary with extracted metadata (title, author, version, etc.)
     """
     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()
@@ -104,7 +129,7 @@ def _extract_metadata(content: str) -> Dict[str, Any]:
             key = parts[0].strip().lower()
             value = parts[1].strip()
             metadata[key] = value
-    
+
     return metadata
 
 
@@ -112,13 +137,13 @@ def _build_filter_payload(
     filter_name: str, file_path: Path, content: str, metadata: Dict[str, Any]
 ) -> Dict[str, Any]:
     """Build the payload for the filter update/create API.
-    
+
     Args:
         filter_name: Directory name of the filter
         file_path: Path to the plugin file
         content: File content
         metadata: Extracted metadata
-    
+
     Returns:
         Payload dictionary ready for API submission
     """
@@ -126,12 +151,14 @@ 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")
     openwebui_id = metadata.get("openwebui_id", "")
-    
+
     payload = {
         "id": filter_id,
         "name": title,
@@ -150,20 +177,20 @@ def _build_filter_payload(
         },
         "content": content,
     }
-    
+
     # Add openwebui_id if available
     if openwebui_id:
         payload["meta"]["manifest"]["openwebui_id"] = openwebui_id
-    
+
     return payload
 
 
 def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
     """Deploy a filter plugin to OpenWebUI.
-    
+
     Args:
         filter_name: Directory name of the filter to deploy
-    
+
     Returns:
         True if successful, False otherwise
     """
@@ -191,7 +218,7 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
 
     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
@@ -211,12 +238,14 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
     }
 
     # 6. Send update request
-    update_url = "http://localhost:3000/api/v1/functions/id/{}/update".format(filter_id)
+    base_url = _load_openwebui_base_url()
-    create_url = "http://localhost:3000/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
         response = requests.post(
@@ -225,7 +254,7 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
             data=json.dumps(payload),
             timeout=10,
         )
-        
+
         if response.status_code == 200:
             print(f"✅ Successfully updated '{title}' filter!")
             return True
@@ -234,7 +263,7 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
                 f"⚠️  Update failed with status {response.status_code}, "
                 "attempting to create instead..."
             )
-            
+
             # Try create if update fails
             res_create = requests.post(
                 create_url,
@@ -242,23 +271,24 @@ def deploy_filter(filter_name: str = DEFAULT_FILTER) -> bool:
                 data=json.dumps(payload),
                 timeout=10,
             )
-            
+
             if res_create.status_code == 200:
                 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}")
                 except:
                     print(f"   Response: {res_create.text[:500]}")
                 return False
-                
+
     except requests.exceptions.ConnectionError:
-        print(
+        base_url = _load_openwebui_base_url()
-            "❌ Connection error: Could not reach OpenWebUI at localhost:3000"
+        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:
@@ -272,16 +302,20 @@ 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)")
         return
-    
+
     for filter_name in sorted(filters):
         filter_dir = FILTERS_DIR / filter_name
         py_file = _find_filter_file(filter_name)
-        
+
         if py_file:
             content = py_file.read_text(encoding="utf-8")
             metadata = _extract_metadata(content)

scripts/deploy_tool.py

@@ -76,52 +76,51 @@ def _get_base_url() -> str:
 
     if not base_url:
         raise ValueError(
-            f"Missing url. Please create {ENV_FILE} with: "
+            f"Missing url. Please create {ENV_FILE} with: " "url=http://localhost:3000"
-            "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()
@@ -130,7 +129,7 @@ def _extract_metadata(content: str) -> Dict[str, Any]:
             key = parts[0].strip().lower()
             value = parts[1].strip()
             metadata[key] = value
-    
+
     return metadata
 
 
@@ -141,12 +140,14 @@ def _build_tool_payload(
     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")
+    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,
@@ -165,20 +166,20 @@ def _build_tool_payload(
         },
         "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
     """
@@ -207,7 +208,7 @@ def deploy_tool(tool_name: str = DEFAULT_TOOL) -> bool:
 
     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
@@ -229,10 +230,10 @@ def deploy_tool(tool_name: str = DEFAULT_TOOL) -> bool:
     # 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(
@@ -241,7 +242,7 @@ def deploy_tool(tool_name: str = DEFAULT_TOOL) -> bool:
             data=json.dumps(payload),
             timeout=10,
         )
-        
+
         if response.status_code == 200:
             print(f"✅ Successfully updated '{title}' tool!")
             return True
@@ -250,7 +251,7 @@ def deploy_tool(tool_name: str = DEFAULT_TOOL) -> bool:
                 f"⚠️  Update failed with status {response.status_code}, "
                 "attempting to create instead..."
             )
-            
+
             # Try create if update fails
             res_create = requests.post(
                 create_url,
@@ -258,23 +259,23 @@ def deploy_tool(tool_name: str = DEFAULT_TOOL) -> bool:
                 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}")
+                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(
+        print("❌ Connection error: Could not reach OpenWebUI at {base_url}")
-            "❌ Connection error: Could not reach OpenWebUI at {base_url}"
-        )
         print("   Make sure OpenWebUI is running and accessible.")
         return False
     except requests.exceptions.Timeout:
@@ -288,16 +289,18 @@ def deploy_tool(tool_name: str = DEFAULT_TOOL) -> bool:
 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("_")]
+    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)

scripts/install_all_plugins.py

@@ -187,9 +187,7 @@ def build_payload(candidate: PluginCandidate) -> Dict[str, object]:
     manifest = dict(candidate.metadata)
     manifest.setdefault("title", candidate.title)
     manifest.setdefault("author", "Fu-Jie")
-    manifest.setdefault(
+    manifest.setdefault("author_url", "https://github.com/Fu-Jie/openwebui-extensions")
-        "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}"
@@ -233,7 +231,9 @@ def build_api_urls(base_url: str, candidate: PluginCandidate) -> Tuple[str, str]
     )
 
 
-def discover_plugins(plugin_types: Sequence[str]) -> Tuple[List[PluginCandidate], List[Tuple[Path, str]]]:
+def discover_plugins(
+    plugin_types: Sequence[str],
+) -> Tuple[List[PluginCandidate], List[Tuple[Path, str]]]:
     candidates: List[PluginCandidate] = []
     skipped: List[Tuple[Path, str]] = []
 
@@ -344,7 +344,9 @@ def print_skipped_summary(skipped: Sequence[Tuple[Path, str]]) -> None:
     for _, reason in skipped:
         counts[reason] = counts.get(reason, 0) + 1
 
-    summary = ", ".join(f"{reason}: {count}" for reason, count in sorted(counts.items()))
+    summary = ", ".join(
+        f"{reason}: {count}" for reason, count in sorted(counts.items())
+    )
     print(f"Skipped {len(skipped)} files ({summary}).")
 
 
@@ -421,19 +423,19 @@ def main(argv: Optional[Sequence[str]] = None) -> int:
             failed_candidates.append(candidate)
             print(f"  [FAILED] {message}")
 
-    print(f"\n" + "="*80)
+    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)
+    print("=" * 80)
     return 0 if success_count == len(candidates) else 1
 
 

scripts/verify_deployment_tools.py

@@ -9,14 +9,15 @@ 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("✨ Async Context Compression Local Deployment Tools — Verification Status")
-    print("="*80 + "\n")
+    print("=" * 80 + "\n")
-    
+
     files_to_check = {
         "🐍 Python Scripts": [
             "scripts/deploy_async_context_compression.py",
@@ -34,56 +35,56 @@ def main():
             "tests/scripts/test_deploy_filter.py",
         ],
     }
-    
+
     all_exist = True
-    
+
     for category, files in files_to_check.items():
         print(f"\n{category}:")
         print("-" * 80)
-        
+
         for file_path in files:
             full_path = base_dir / file_path
             exists = full_path.exists()
             status = "✅" if exists else "❌"
-            
+
             print(f"  {status} {file_path}")
-            
+
             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("✅ All deployment tool files are ready!")
-        print("="*80 + "\n")
+        print("=" * 80 + "\n")
-        
+
         print("🚀 Quick Start (3 ways):\n")
-        
+
         print("  Method 1: Easiest (Recommended)")
         print("  ─────────────────────────────────────────────────────────")
         print("    cd scripts")
         print("    python deploy_async_context_compression.py")
         print()
-        
+
         print("  Method 2: Generic Tool")
         print("  ─────────────────────────────────────────────────────────")
         print("    cd scripts")
         print("    python deploy_filter.py")
         print()
-        
+
         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("📚 Documentation References:\n")
         print("  • Quick Start:        scripts/QUICK_START.md")
         print("  • Complete Guide:     scripts/DEPLOYMENT_GUIDE.md")
@@ -91,12 +92,12 @@ def main():
         print("  • Script Info:        scripts/README.md")
         print("  • Test Coverage:      pytest tests/scripts/test_deploy_filter.py -v")
         print()
-        
+
-        print("="*80 + "\n")
+        print("=" * 80 + "\n")
         return 0
     else:
         print("❌ Some files are missing!")
-        print("="*80 + "\n")
+        print("=" * 80 + "\n")
         return 1
 
 

tests/scripts/test_install_all_plugins.py

@@ -66,7 +66,7 @@ def test_build_payload_uses_native_tool_shape_for_tools():
             "description": "Demo tool description",
             "openwebui_id": "12345678-1234-1234-1234-123456789abc",
         },
-        content='class Tools:\n    pass\n',
+        content="class Tools:\n    pass\n",
         function_id="demo_tool",
     )
 
@@ -79,7 +79,7 @@ def test_build_payload_uses_native_tool_shape_for_tools():
             "description": "Demo tool description",
             "manifest": {},
         },
-        "content": 'class Tools:\n    pass\n',
+        "content": "class Tools:\n    pass\n",
         "access_grants": [],
     }
 
@@ -89,7 +89,7 @@ def test_build_api_urls_uses_tool_endpoints_for_tools():
         plugin_type="tool",
         file_path=Path("plugins/tools/demo/demo_tool.py"),
         metadata={"title": "Demo Tool"},
-        content='class Tools:\n    pass\n',
+        content="class Tools:\n    pass\n",
         function_id="demo_tool",
     )
 
@@ -101,7 +101,9 @@ def test_build_api_urls_uses_tool_endpoints_for_tools():
     assert create_url == "http://localhost:3000/api/v1/tools/create"
 
 
-def test_discover_plugins_only_returns_supported_openwebui_plugins(tmp_path, monkeypatch):
+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"
@@ -110,7 +112,9 @@ def test_discover_plugins_only_returns_supported_openwebui_plugins(tmp_path, mon
     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(
+        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)
 
@@ -150,7 +154,9 @@ def test_discover_plugins_only_returns_supported_openwebui_plugins(tmp_path, mon
         ("class Action:\n    pass\n", "missing plugin header"),
     ],
 )
-def test_discover_plugins_reports_missing_metadata(tmp_path, monkeypatch, header, expected_reason):
+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)