feat(plugins): release Copilot SDK Pipe v0.8.0 and Files Filter v0.1.3 (#50)

* feat(plugins): release copilot sdk pipe v0.8.0 and files filter v0.1.3

- Add P1~P4 conditional tool filtering and admin/server gating behavior

- Fix artifact publishing reliability, strict /api file URLs, and HTML preview/download delivery

- Update bilingual README/docs, release notes, and filter matching/debug improvements

* fix(docs): remove duplicate code block in tool-filtering zh doc

- Remove incorrectly placed duplicate 'if not is_enabled: continue' block
  outside code fence on line 161-163 of copilot-sdk-tool-filtering.zh.md
- Addresses review comment from gemini-code-assist (#50)

.agent/rules/antigravity.md

@@ -0,0 +1,147 @@
+---
+description: >
+  Antigravity development mode rules. Apply when the user requests high-speed iteration,
+  a quick prototype, or says "反重力开发" / "antigravity mode".
+globs: "plugins/**/*.py"
+always_on: false
+---
+# Antigravity Development Mode
+
+> High-speed delivery + strict reversibility. Every decision must keep both roll-forward and rollback feasible.
+
+---
+
+## Core Principles
+
+1. **Small, isolated edits** — one logical change per operation; no mixing refactor + feature.
+2. **Deterministic interfaces** — function signatures and return shapes must not change without an explicit contract update.
+3. **Multi-level fallback** — every I/O path has a degraded alternative (e.g., S3 → local → DB).
+4. **Reversible by default** — every file write, API call, or schema change must have an undo path recorded or be idempotent.
+
+---
+
+## Mandatory Safety Patterns
+
+### 1. Timeout Guards on All Frontend Calls
+
+Any `__event_call__` or `__event_emitter__` JS execution MUST be wrapped:
+
+```python
+import asyncio
+
+try:
+    result = await asyncio.wait_for(
+        __event_call__({"type": "execute", "data": {"code": js_code}}),
+        timeout=2.0
+    )
+except asyncio.TimeoutError:
+    logger.warning("Frontend JS execution timed out; falling back.")
+    result = fallback_value
+except Exception as e:
+    logger.error(f"Frontend call failed: {e}", exc_info=True)
+    result = fallback_value
+```
+
+JS side must also guard internally:
+
+```javascript
+try {
+    return (localStorage.getItem('locale') || navigator.language || 'en-US');
+} catch (e) {
+    return 'en-US';
+}
+```
+
+### 2. Path Sandbox Validation
+
+Resolve every workspace path and verify it stays inside the repo root:
+
+```python
+import os
+
+def _validate_workspace_path(path: str, workspace_root: str) -> str:
+    resolved = os.path.realpath(os.path.abspath(path))
+    root = os.path.realpath(workspace_root)
+    if not resolved.startswith(root + os.sep) and resolved != root:
+        raise PermissionError(f"Path escape detected: {resolved} is outside {root}")
+    return resolved
+```
+
+### 3. Dual-Channel Upload Fallback
+
+Always try API first; fall back to DB/local on failure:
+
+```python
+async def _upload_file(self, filename: str, content: bytes) -> str:
+    # Channel 1: API upload (S3-compatible)
+    try:
+        url = await self._api_upload(filename, content)
+        if url:
+            return url
+    except Exception as e:
+        logger.warning(f"API upload failed: {e}; falling back to local.")
+
+    # Channel 2: Local file + DB registration
+    return await self._local_db_upload(filename, content)
+```
+
+### 4. Progressive Status Reporting
+
+For tasks > 3 seconds, emit staged updates:
+
+```python
+await self._emit_status(emitter, "正在分析内容...", done=False)
+# ... phase 1 ...
+await self._emit_status(emitter, "正在生成输出...", done=False)
+# ... phase 2 ...
+await self._emit_status(emitter, "完成", done=True)
+```
+
+Always emit `done=True` on completion and `notification(error)` on failure.
+
+### 5. Emitter Guard
+
+Check before every emit to prevent crashes on missing emitter:
+
+```python
+if emitter and self.valves.SHOW_STATUS:
+    await emitter({"type": "status", "data": {"description": msg, "done": done}})
+```
+
+### 6. Exception Surface Rule
+
+Never swallow exceptions silently. Every `except` block must:
+
+- Log to backend: `logger.error(f"...: {e}", exc_info=True)`
+- Notify user: `await self._emit_notification(emitter, f"处理失败: {str(e)}", "error")`
+
+---
+
+## Edit Discipline
+
+| ✅ DO | ❌ DO NOT |
+|-------|-----------|
+| One function / one Valve / one method per edit | Mix multiple unrelated changes in one operation |
+| Validate input at the function boundary | Assume upstream data is well-formed |
+| Return early on invalid state | Nest complex logic beyond 3 levels |
+| Check fallback availability before primary path | Assume primary path always succeeds |
+| Log before and after expensive I/O | Skip logging for "obvious" operations |
+
+---
+
+## Rollback Checklist
+
+Before completing an antigravity operation, confirm:
+
+- [ ] No global state mutated on `self` (filter singleton rule)
+- [ ] File writes are atomic or can be recreated
+- [ ] Database changes are idempotent (safe to re-run)
+- [ ] Timeout guards are in place for all async calls to external systems
+- [ ] The user can observe progress through status/notification events
+
+---
+
+## References
+
+- Full engineering spec: `.github/copilot-instructions.md` → Section: **Antigravity Development Mode**
+- Design document: `docs/development/copilot-engineering-plan.md` → Section 5

.agent/rules/plugin_standards.md

@@ -0,0 +1,33 @@
+---
+description: Standards for OpenWebUI Plugin Development, specifically README formatting.
+globs: plugins/**
+always_on: true
+---
+# Plugin Development Standards
+
+## README Documentation
+
+All plugins MUST follow the standard README template.
+
+**Reference Template**: @docs/PLUGIN_README_TEMPLATE.md
+
+### Language Requirements
+
+- **English Version (`README.md`)**: The primary documentation source. Must follow the template strictly.
+- **Chinese Version (`README_CN.md`)**: MUST be translated based on the English version (`README.md`) to ensure consistency in structure and content.
+
+### Metadata Requirements
+
+The metadata line must follow this format:
+`**Author:** [Name](Link) | **Version:** [X.Y.Z] | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT`
+
+### Structure Checklist
+
+1. **Title & Description**
+2. **Metadata Line** (Author, Version, Project, License)
+3. **Preview** (Screenshots/GIFs)
+4. **What's New** (Keep last 3 versions)
+5. **Key Features**
+6. **How to Use**
+7. **Configuration (Valves)**
+8. **Troubleshooting** (Must include link to GitHub Issues)

.agent/workflows/plugin-development.md

@@ -4,30 +4,39 @@ description: OpenWebUI Plugin Development & Release Workflow
 
 # OpenWebUI Plugin Development Workflow
 
-This workflow outlines the standard process for developing, documenting, and releasing plugins for OpenWebUI, ensuring compliance with project standards and CI/CD requirements.
+This workflow outlines the standard process for developing, documenting, and releasing plugins for OpenWebUI. **Crucially, the default goal of this workflow is "Preparation" (updating all relevant files) rather than automatic "Submission" (git commit/push), unless a release is explicitly requested.**
 
 ## 1. Development Standards
 
 Reference: `.github/copilot-instructions.md`
 
 ### Bilingual Requirement
-Every plugin **MUST** have bilingual versions for both code and documentation:
 
-- **Code**:
-  - English: `plugins/{type}/{name}/{name}.py`
-  - Chinese: `plugins/{type}/{name}/{name_cn}.py` (or `中文名.py`)
+Every plugin **MUST** have a single internationalized code file and bilingual documentation:
+
+- **Code (i18n)**:
+  - `plugins/{type}/{name}/{name}.py`
+  - The single `.py` file must implement internal i18n (e.g., using `navigator.language` or backend headers) to support multiple languages natively, rather than splitting into separate files.
 - **README**:
   - English: `plugins/{type}/{name}/README.md`
   - Chinese: `plugins/{type}/{name}/README_CN.md`
 
 ### Code Structure
+
 - **Docstring**: Must include `title`, `author`, `version`, `description`, etc.
 - **Valves**: Use `pydantic` for configuration.
 - **Database**: Re-use `open_webui.internal.db` shared connection.
 - **User Context**: Use `_get_user_context` helper method.
+- **Chat Context**: Use `_get_chat_context` helper method for `chat_id` and `message_id`.
+- **Debugging**: Use `_emit_debug_log` for frontend console logging (requires `SHOW_DEBUG_LOG` valve).
+- **Chat API**: For message updates, follow the "OpenWebUI Chat API 更新规范" in `.github/copilot-instructions.md`.
+  - Use Event API for immediate UI updates
+  - Use Chat Persistence API for database storage
+  - Always update both `messages[]` and `history.messages`
 
-### Commit Messages
-- **Language**: **English ONLY**. Do not use Chinese in commit messages.
+### Commit Messages & Release Notes
+
+- **Language**: **English ONLY**. Do not use Chinese in commit messages or release notes.
 - **Format**: Conventional Commits (e.g., `feat:`, `fix:`, `docs:`).
 
 ## 2. Documentation Updates
@@ -35,10 +44,16 @@ Every plugin **MUST** have bilingual versions for both code and documentation:
 When adding or updating a plugin, you **MUST** update the following documentation files to maintain consistency:
 
 ### Plugin Directory
+
 - `README.md`: Update version, description, and usage.
+  - **Key Capabilities**: **MUST** include ALL core functionalities and features. This is a cumulative section. Every release **MUST** verify that basic core descriptions are NOT lost or overwritten by new feature lists.
+  - **What's New**: Explicitly describe only the latest changes/updates in a prominent position at the beginning. This section is dynamic and changes with versions.
 - `README_CN.md`: Update version, description, and usage.
+  - **核心功能 (Key Capabilities)**: **必须**包含所有核心功能和特性。这是一个累积性的部分，每次版本更新**必须**确认基础核心功能的描述没有丢失或被新功能列表覆盖。
+  - **最新更新 (What's New)**: 在开头显眼位置明确描述最新的更改/更新。此部分是动态的，随版本变化。
 
 ### Global Documentation (`docs/`)
+
 - **Index Pages**:
   - `docs/plugins/{type}/index.md`: Add/Update list item with **correct version**.
   - `docs/plugins/{type}/index.zh.md`: Add/Update list item with **correct version**.
@@ -47,6 +62,7 @@ When adding or updating a plugin, you **MUST** update the following documentatio
   - `docs/plugins/{type}/{name}.zh.md`: Ensure content matches README_CN.
 
 ### Root README
+
 - `README.md`: Add to "Featured Plugins" if applicable.
 - `README_CN.md`: Add to "Featured Plugins" if applicable.
 
@@ -55,27 +71,59 @@ When adding or updating a plugin, you **MUST** update the following documentatio
 Reference: `.github/workflows/release.yml`
 
 ### Version Bumping
-- **Rule**: Any change to plugin logic **MUST** be accompanied by a version bump in the docstring.
+
+- **Rule**: Version bump is required **ONLY when the user explicitly requests a release**. Regular code changes do NOT require version bumps.
 - **Format**: Semantic Versioning (e.g., `1.0.0` -> `1.0.1`).
-- **Consistency**: Update version in **ALL** locations:
-  1. English Code (`.py`)
-  2. Chinese Code (`.py`)
-  3. English README (`README.md`)
-  4. Chinese README (`README_CN.md`)
-  5. Docs Index (`docs/.../index.md`)
-  6. Docs Index CN (`docs/.../index.zh.md`)
-  7. Docs Detail (`docs/.../{name}.md`)
-  8. Docs Detail CN (`docs/.../{name}.zh.md`)
+- **When to Bump**: Only update the version when:
+  - User says "发布" / "release" / "bump version"
+  - User explicitly asks to prepare for release
+- **Agent Initiative**: After completing significant changes (new features, bug fixes, or multiple code modifications), the agent **SHOULD proactively ask** the user if they want to **prepare a new version** for release.
+- **Release Information Compliance**: When a release is requested, the agent must generate a standard release summary (English commit title + bilingual bullet points) as defined in Section 3 & 5.
+- **Default Action (Prepare Only)**: When performing a version bump or update, the agent should update all files locally but **STOP** before committing. Present the changes and the **proposed Release/Commit Message** to the user and wait for explicit confirmation to commit/push.
+- **Consistency**: When bumping, update version in **ALL** locations:
+  1. Code (`.py`)
+  2. English README (`README.md`)
+  3. Chinese README (`README_CN.md`)
+  4. Docs Index (`docs/.../index.md`)
+  5. Docs Index CN (`docs/.../index.zh.md`)
+  6. Docs Detail (`docs/.../{name}.md`)
+  7. Docs Detail CN (`docs/.../{name}.zh.md`)
 
 ### Automated Release Process
-1.  **Trigger**: Push to `main` branch with changes in `plugins/**/*.py`.
-2.  **Detection**: `scripts/extract_plugin_versions.py` detects changed plugins and compares versions.
-3.  **Release**:
+
+1. **Trigger**: Push to `main` branch with changes in `plugins/**/*.py`.
+2. **Detection**: `scripts/extract_plugin_versions.py` detects changed plugins and compares versions.
+3. **Release**:
     - Generates release notes based on changes.
     - Creates a GitHub Release tag (e.g., `v2024.01.01-1`).
     - Uploads individual `.py` files of **changed plugins only** as assets.
+4. **Market Publishing**:
+    - Workflow: `.github/workflows/publish_plugin.yml`
+    - Trigger: Release published.
+    - Action: Automatically updates the plugin code and metadata on OpenWebUI.com using `scripts/publish_plugin.py`.
+    - **Auto-Sync**: If a local plugin has no ID but matches an existing published plugin by **Title**, the script will automatically fetch the ID, update the local file, and proceed with the update.
+    - Requirement: `OPENWEBUI_API_KEY` secret must be set.
+    - **README Link**: When announcing a release, always include the GitHub README URL for the plugin:
+      - Format: `https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/{type}/{name}/README.md`
+      - Example: `https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/filters/folder-memory/README.md`
+
+### Release Content Standard
+
+When the user confirms a release, the agent **MUST** follow these content standards:
+
+1. **Commit Message**:
+   - **Language**: English ONLY.
+   - **Format**: `type(scope): description` (e.g., `feat(pipes): add streaming support for Copilot SDK`).
+   - **Body**: List 1-3 key changes in bullet points.
+2. **Release Summary (for user review)**:
+   - Before committing, present a "Release Draft" containing:
+     - **Title**: e.g., `Release v0.1.1: [Plugin Name] - [Brief Summary]`
+     - **Changelog**: English-only list of commits since the last release, including hashes (e.g., `896de02 docs(config): reorder antigravity model alias example`).
+     - **Verification Status**: Confirm all 7+ files have been updated and synced.
+3. **Internal Documentation**: Ensure "What's New" sections in READMEs and `docs/` match exactly the changes being released.
 
 ### Pull Request Check
+
 - Workflow: `.github/workflows/plugin-version-check.yml`
 - Checks if plugin files are modified.
 - **Fails** if version number is not updated.
@@ -85,9 +133,17 @@ Reference: `.github/workflows/release.yml`
 
 Before committing:
 
-- [ ] Code is bilingual and functional?
+- [ ] Code is internal i18n supported (`.py`) and fully functional?
 - [ ] Docstrings have updated version?
 - [ ] READMEs are updated and bilingual?
+- [ ] **Key Capabilities** in READMEs still cover all legacy core features + new features?
 - [ ] `docs/` index and detail pages are updated?
 - [ ] Root `README.md` is updated?
 - [ ] All version numbers match exactly?
+
+## 5. Git Operations (Agent Rules)
+
+1. **Prepare-on-Demand**: Focus on file modifications and local verification first.
+2. **No Auto-Commit**: Never `git commit`, `git push`, or `create_pull_request` automatically after file updates unless the user explicitly says "commit this" or "release now".
+3. **Draft Mode**: If available, use PRs as drafts first.
+4. **Reference**: Strictly follow the rules defined in `.github/copilot-instructions.md` → **Git Operations (Agent Rules)** section.

.all-contributorsrc

@@ -0,0 +1,65 @@
+{
+  "files": [
+    "README.md"
+  ],
+  "imageSize": 100,
+  "commit": false,
+  "commitType": "docs",
+  "commitConvention": "angular",
+  "contributors": [
+    {
+      "login": "rbb-dev",
+      "name": "rbb-dev",
+      "avatar_url": "https://avatars.githubusercontent.com/u/37469229?v=4",
+      "profile": "https://github.com/rbb-dev",
+      "contributions": [
+        "ideas",
+        "code"
+      ]
+    },
+    {
+      "login": "dhaern",
+      "name": "Raxxoor",
+      "avatar_url": "https://avatars.githubusercontent.com/u/7317522?v=4",
+      "profile": "https://trade.xyz/?ref=BZ1RJRXWO",
+      "contributions": [
+        "bug",
+        "ideas"
+      ]
+    },
+    {
+      "login": "i-iooi-i",
+      "name": "ZOLO",
+      "avatar_url": "https://avatars.githubusercontent.com/u/1827701?v=4",
+      "profile": "https://github.com/i-iooi-i",
+      "contributions": [
+        "bug",
+        "ideas"
+      ]
+    },
+    {
+      "login": "nahoj",
+      "name": "Johan Grande",
+      "avatar_url": "https://avatars.githubusercontent.com/u/469017?v=4",
+      "profile": "https://perso.crans.org/grande/",
+      "contributions": [
+        "ideas"
+      ]
+    },
+    {
+      "login": "abaroni",
+      "name": "Alessandro Baroni",
+      "avatar_url": "https://avatars.githubusercontent.com/u/21365486?v=4",
+      "profile": "https://github.com/abaroni",
+      "contributions": [
+        "ideas"
+      ]
+    }
+  ],
+  "contributorsPerLine": 7,
+  "skipCi": true,
+  "repoType": "github",
+  "repoHost": "https://github.com",
+  "projectName": "openwebui-extensions",
+  "projectOwner": "Fu-Jie"
+}

.gemini/skills/README.md

@@ -0,0 +1,44 @@
+# Agent Skills Index
+
+This folder contains reusable Agent Skills for GitHub Copilot / VS Code custom agent workflows.
+
+## Available Skills
+
+- **community-announcer**
+  - Purpose: Generate community announcement content and related assets.
+  - Entry: `community-announcer/SKILL.md`
+
+- **doc-mirror-sync**
+  - Purpose: Sync mirrored documentation content and helper scripts.
+  - Entry: `doc-mirror-sync/SKILL.md`
+
+- **gh-issue-replier**
+  - Purpose: Draft standardized issue replies with templates.
+  - Entry: `gh-issue-replier/SKILL.md`
+
+- **gh-issue-scheduler**
+  - Purpose: Schedule and discover unanswered issues for follow-up.
+  - Entry: `gh-issue-scheduler/SKILL.md`
+
+- **i18n-validator**
+  - Purpose: Validate translation key consistency across i18n dictionaries.
+  - Entry: `i18n-validator/SKILL.md`
+
+- **plugin-scaffolder**
+  - Purpose: Scaffold OpenWebUI plugin boilerplate with repository standards.
+  - Entry: `plugin-scaffolder/SKILL.md`
+
+- **version-bumper**
+  - Purpose: Assist with semantic version bumping workflows.
+  - Entry: `version-bumper/SKILL.md`
+
+- **xlsx-single-file**
+  - Purpose: Single-file spreadsheet operations workflow without LibreOffice.
+  - Entry: `xlsx-single-file/SKILL.md`
+
+## Notes
+
+- Skill definitions follow the expected location pattern:
+  - `.github/skills/<skill-name>/SKILL.md`
+- Each skill may include optional `assets/`, `references/`, and `scripts/` folders.
+- This directory mirrors `.gemini/skills` for compatibility.

.gemini/skills/community-announcer/SKILL.md

@@ -0,0 +1,23 @@
+---
+name: community-announcer
+description: Drafts engaging English and Chinese update announcements for the OpenWebUI Community and other social platforms. Use when a new version is released.
+---
+
+# Community Announcer
+
+## Overview
+Automates the drafting of high-impact update announcements.
+
+## Workflow
+1. **Source Intel**: Read the latest version's `What's New` section from `README.md`.
+2. **Drafting**: Create two versions:
+   - **Community Post**: Professional, structured, technical.
+   - **Catchy Short**: For Discord/Twitter, use emojis and bullet points.
+3. **Multi-language**: Generate BOTH English and Chinese versions automatically.
+
+## Announcement Structure (Recommended)
+- **Headline**: "Update vX.X.X - [Main Feature]"
+- **Introduction**: Brief context.
+- **Key Highlights**: Bulleted list of fixes/features.
+- **Action**: "Download from [Market Link]"
+- **Closing**: Thanks and Star request.

.gemini/skills/doc-mirror-sync/SKILL.md

@@ -0,0 +1,14 @@
+---
+name: doc-mirror-sync
+description: Automatically synchronizes plugin READMEs to the official documentation directory (docs/). Use after editing a plugin's local documentation to keep the MkDocs site up to date.
+---
+
+# Doc Mirror Sync
+
+## Overview
+Automates the mirroring of `plugins/{type}/{name}/README.md` to `docs/plugins/{type}/{name}.md`.
+
+## Workflow
+1. Identify changed READMEs.
+2. Copy content to corresponding mirror paths.
+3. Update version badges in `docs/plugins/{type}/index.md`.

.gemini/skills/doc-mirror-sync/scripts/sync.py

@@ -0,0 +1,38 @@
+#!/usr/bin/env python3
+import os
+import shutil
+import re
+
+def sync_mirrors():
+    plugins_root = "plugins"
+    docs_root = "docs/plugins"
+    
+    types = ["actions", "filters", "pipes", "pipelines", "tools"]
+    
+    for t in types:
+        src_type_dir = os.path.join(plugins_root, t)
+        dest_type_dir = os.path.join(docs_root, t)
+        
+        if not os.path.exists(src_type_dir): continue
+        os.makedirs(dest_type_dir, exist_ok=True)
+        
+        for name in os.listdir(src_type_dir):
+            plugin_dir = os.path.join(src_type_dir, name)
+            if not os.path.isdir(plugin_dir): continue
+            
+            # Sync README.md -> docs/plugins/{type}/{name}.md
+            src_readme = os.path.join(plugin_dir, "README.md")
+            if os.path.exists(src_readme):
+                dest_readme = os.path.join(dest_type_dir, f"{name}.md")
+                shutil.copy(src_readme, dest_readme)
+                print(f"✅ Mirrored: {t}/{name} (EN)")
+            
+            # Sync README_CN.md -> docs/plugins/{type}/{name}.zh.md
+            src_readme_cn = os.path.join(plugin_dir, "README_CN.md")
+            if os.path.exists(src_readme_cn):
+                dest_readme_zh = os.path.join(dest_type_dir, f"{name}.zh.md")
+                shutil.copy(src_readme_cn, dest_readme_zh)
+                print(f"✅ Mirrored: {t}/{name} (ZH)")
+
+if __name__ == "__main__":
+    sync_mirrors()

.gemini/skills/gh-issue-replier/SKILL.md

@@ -0,0 +1,51 @@
+---
+name: gh-issue-replier
+description: Professional English replier for GitHub issues. Use when a task is completed, a bug is fixed, or more info is needed from the user. Automates replying using the 'gh' CLI tool.
+---
+
+# Gh Issue Replier
+
+## Overview
+
+The `gh-issue-replier` skill enables Gemini CLI to interact with GitHub issues professionally. It enforces English for all communications and leverages the `gh` CLI to post comments.
+
+## Workflow
+
+1.  **Identify the Issue**: Find the issue number (e.g., #49).
+2.  **Check Star Status**: Run the bundled script to check if the author has starred the repo.
+    *   Command: `bash scripts/check_star.sh <issue-number>`
+    *   Interpretation: 
+        *   Exit code **0**: User has starred. Use "Already Starred" templates.
+        *   Exit code **1**: User has NOT starred. Include "Star Request" in the reply.
+3.  **Select a Template**: Load [templates.md](references/templates.md) to choose a suitable English response pattern.
+4.  **Draft the Reply**: Compose a concise message based on the star status.
+5.  **Post the Comment**: Use the `gh` tool to submit the reply.
+
+## Tool Integration
+
+### Check Star Status
+```bash
+bash scripts/check_star.sh <issue-number>
+```
+
+### Post Comment
+```bash
+gh issue comment <issue-number> --body "<message-body>"
+```
+
+Example (if user has NOT starred):
+```bash
+gh issue comment 49 --body "This has been fixed in v1.2.7. If you find this helpful, a star on the repo would be much appreciated! ⭐"
+```
+
+Example (if user HAS starred):
+```bash
+gh issue comment 49 --body "This has been fixed in v1.2.7. Thanks for your support!"
+```
+
+## Guidelines
+
+-   **Language**: ALWAYS use English for the comment body, even if the system prompt or user conversation is in another language.
+-   **Tone**: Professional, helpful, and appreciative.
+-   **Precision**: When announcing a fix, mention the specific version or the logic change (e.g., "Updated regex pattern").
+-   **Closing**: If the issue is resolved and you have permission, you can also use `gh issue close <number>`.

.gemini/skills/gh-issue-replier/references/example_reference.md

@@ -0,0 +1,17 @@
+# Reference Documentation for Gh Issue Replier
+
+This is a placeholder for detailed reference documentation.
+Replace with actual reference content or delete if not needed.
+
+## Structure Suggestions
+
+### API Reference Example
+- Overview
+- Authentication
+- Endpoints with examples
+- Error codes
+
+### Workflow Guide Example
+- Prerequisites
+- Step-by-step instructions
+- Best practices

.gemini/skills/gh-issue-replier/references/templates.md

@@ -0,0 +1,45 @@
+# Issue Reply Templates
+
+Use these templates to craft professional English replies. Adjust placeholders like `@username`, `v1.2.x`, and `[commit hash]` as needed.
+
+## 1. Acknowledging a New Issue
+Use when you first see an issue and want to let the user know you are working on it.
+
+- "Thank you for reporting this! I'm looking into it right now."
+- "Thanks for bringing this to my attention. I'll try to reproduce this behavior and get back to you shortly."
+
+## 2. Requesting More Information
+Use when you need logs or specific details to fix the bug.
+
+- "Could you please provide the **'Original'** vs **'Normalized'** content from your browser console logs (F12)? It would help a lot in debugging."
+- "It would be very helpful if you could share the specific Markdown text that triggered this issue."
+
+## 3. Announcing a Fix
+Use when you have pushed the fix to the repository.
+
+- "This has been fixed in version **v1.2.x**. You can update the plugin to resolve it."
+- "I've just pushed a fix for this in [commit hash]. Please let me know if it works for you after updating."
+- "The issue was caused by a greedy regex pattern. I've updated it to use a tempered greedy token to prevent incorrect merging."
+
+## 4. Guiding to Official Market
+Always provide the official market link to ensure the user gets the latest verified version.
+
+- "The fix is now live! You can download the latest version from the official OpenWebUI Community page here: [Plugin Market Link]. Simply update the function in your OpenWebUI instance to apply the changes."
+- "I recommend getting the updated version from the official store: [Link]. It includes the fix for the spacing issue we discussed."
+
+## 5. Closing the Issue
+Use when the issue is confirmed resolved.
+
+- "Glad to hear it's working now! Closing this for now. Feel free to reopen it if the problem persists."
+- "Since this is resolved, I'm closing this issue. Thanks again for your feedback!"
+
+## 5. Pro-tip: Star Request
+Gently handle star requests based on the user's current status.
+
+### If User has NOT starred:
+- "If you find this plugin helpful, a star on the repo would be much appreciated! ⭐"
+- "We'd love your support! If this fixed your issue, please consider starring the repository. ⭐"
+
+### If User HAS already starred:
+- "Thanks again for starring the project and for your continuous support!"
+- "I appreciate your support and for being a stargazer of this project!"

.gemini/skills/gh-issue-replier/scripts/check_star.sh

@@ -0,0 +1,31 @@
+#!/usr/bin/env bash
+
+# Robust Star Checker v2
+# Usage: ./check_star.sh <issue_number>
+
+ISSUE_NUM=$1
+if [ -z "$ISSUE_NUM" ]; then exit 2; fi
+
+# 1. Get Repo and Author info
+REPO_FULL=$(gh repo view --json owner,name -q ".owner.login + \"/\" + .name")
+USER_LOGIN=$(gh issue view "$ISSUE_NUM" --json author -q ".author.login")
+
+# 2. Use GraphQL for high precision (Detects stars even when REST 404s)
+IS_STARRED=$(gh api graphql -f query='
+query($owner:String!, $repo:String!, $user:String!) {
+  repository(owner:$owner, name:$repo) {
+    stargazers(query:$user, first:1) {
+      nodes {
+        login
+      }
+    }
+  }
+}' -f owner="${REPO_FULL%/*}" -f repo="${REPO_FULL#*/}" -f user="$USER_LOGIN" -q ".data.repository.stargazers.nodes[0].login")
+
+if [ "$IS_STARRED" == "$USER_LOGIN" ]; then
+    echo "Confirmed: @$USER_LOGIN HAS starred $REPO_FULL. ⭐"
+    exit 0
+else
+    echo "Confirmed: @$USER_LOGIN has NOT starred $REPO_FULL."
+    exit 1
+fi

.gemini/skills/gh-issue-scheduler/SKILL.md

@@ -0,0 +1,42 @@
+---
+name: gh-issue-scheduler
+description: Finds all open GitHub issues that haven't been replied to by the owner, summarizes them, and generates a solution plan. Use when the user wants to audit pending tasks or plan maintenance work.
+---
+
+# Gh Issue Scheduler
+
+## Overview
+
+The `gh-issue-scheduler` skill helps maintainers track community feedback by identifying unaddressed issues and drafting actionable technical plans to resolve them.
+
+## Workflow
+
+1.  **Identify Unanswered Issues**: Run the bundled script to fetch issues without owner replies.
+    *   Command: `bash scripts/find_unanswered.sh`
+2.  **Analyze and Summarize**: For each identified issue, summarize the core problem and the user's intent.
+3.  **Generate Solution Plans**: Draft a technical "Action Plan" for each issue, including:
+    *   **Root Cause Analysis** (if possible)
+    *   **Proposed Fix/Implementation**
+    *   **Verification Strategy**
+4.  **Present to User**: Display a structured report of all pending issues and their respective plans.
+
+## Tool Integration
+
+### Find Unanswered Issues
+```bash
+bash scripts/find_unanswered.sh
+```
+
+## Report Format
+
+When presenting the summary, use the following Markdown structure:
+
+### 📋 Unanswered Issues Audit
+
+#### Issue #[Number]: [Title]
+- **Author**: @username
+- **Summary**: Concise description of the problem.
+- **Action Plan**:
+    1. Step 1 (e.g., Investigate file X)
+    2. Step 2 (e.g., Apply fix Y)
+    3. Verification (e.g., Run test Z)

.gemini/skills/gh-issue-scheduler/scripts/find_unanswered.sh

@@ -0,0 +1,42 @@
+#!/usr/bin/env bash
+
+# Fetch all open issues and filter for those without responses from the owner/collaborators.
+# Uses 'gh' CLI.
+
+REPO_FULL=$(gh repo view --json owner,name -q ".owner.login + "/" + .name")
+OWNER=${REPO_FULL%/*}
+
+# 1. Get all open issues
+OPEN_ISSUES=$(gh issue list --state open --json number,title,author,createdAt --limit 100)
+
+echo "Analysis for repository: $REPO_FULL"
+echo "------------------------------------"
+
+# Process each issue
+echo "$OPEN_ISSUES" | jq -c '.[]' | while read -r issue; do
+    NUMBER=$(echo "$issue" | jq -r '.number')
+    TITLE=$(echo "$issue" | jq -r '.title')
+    AUTHOR=$(echo "$issue" | jq -r '.author.login')
+    
+    # Check comments for owner responses
+    # We look for comments where the author is the repo owner
+    COMMENTS=$(gh issue view "$NUMBER" --json comments -q ".comments[].author.login" 2>/dev/null)
+    
+    HAS_OWNER_REPLY=false
+    for COMMENT_AUTHOR in $COMMENTS; do
+        if [ "$COMMENT_AUTHOR" == "$OWNER" ]; then
+            HAS_OWNER_REPLY=true
+            break
+        fi
+    done
+    
+    if [ "$HAS_OWNER_REPLY" == "false" ]; then
+        echo "ISSUE_START"
+        echo "ID: $NUMBER"
+        echo "Title: $TITLE"
+        echo "Author: $AUTHOR"
+        echo "Description:"
+        gh issue view "$NUMBER" --json body -q ".body"
+        echo "ISSUE_END"
+    fi
+done

.gemini/skills/i18n-validator/SKILL.md

@@ -0,0 +1,14 @@
+---
+name: i18n-validator
+description: Validates multi-language consistency in the TRANSLATIONS dictionary of a plugin. Use to check if any language keys are missing or if translations need updating.
+---
+
+# I18n Validator
+
+## Overview
+Ensures all 12 supported languages (en-US, zh-CN, etc.) have aligned translation keys.
+
+## Features
+- Detects missing keys in non-English dictionaries.
+- Suggests translations using the core AI engine.
+- Validates the `fallback_map` for variant redirects.

.gemini/skills/i18n-validator/scripts/validate_i18n.py

@@ -0,0 +1,54 @@
+#!/usr/bin/env python3
+import sys
+import ast
+import os
+
+def check_i18n(file_path):
+    if not os.path.exists(file_path):
+        print(f"Error: File not found {file_path}")
+        return
+    
+    with open(file_path, 'r', encoding='utf-8') as f:
+        tree = ast.parse(f.read())
+    
+    translations = {}
+    for node in tree.body:
+        if isinstance(node, ast.Assign):
+            for target in node.targets:
+                if isinstance(target, ast.Name) and target.id == "TRANSLATIONS":
+                    translations = ast.literal_eval(node.value)
+                    break
+    
+    if not translations:
+        print("⚠️ No TRANSLATIONS dictionary found.")
+        return
+
+    # Base keys from English
+    base_lang = "en-US"
+    if base_lang not in translations:
+        print(f"❌ Error: {base_lang} missing in TRANSLATIONS.")
+        return
+    
+    base_keys = set(translations[base_lang].keys())
+    print(f"🔍 Analyzing {file_path}...")
+    print(f"Standard keys ({len(base_keys)}): {', '.join(sorted(base_keys))}
+")
+
+    for lang, keys in translations.items():
+        if lang == base_lang: continue
+        lang_keys = set(keys.keys())
+        missing = base_keys - lang_keys
+        extra = lang_keys - base_keys
+        
+        if missing:
+            print(f"❌ {lang}: Missing {len(missing)} keys: {', '.join(missing)}")
+        if extra:
+            print(f"⚠️ {lang}: Has {len(extra)} extra keys: {', '.join(extra)}")
+        if not missing and not extra:
+            print(f"✅ {lang}: Aligned.")
+
+if __name__ == "__main__":
+    if len(sys.argv) < 2:
+        print("Usage: validate_i18n.py <path_to_plugin.py>")
+        sys.exit(1)
+    check_i18n(sys.argv[1])

.gemini/skills/plugin-scaffolder/SKILL.md

@@ -0,0 +1,19 @@
+---
+name: plugin-scaffolder
+description: Generates a standardized single-file i18n Python plugin template based on project standards. Use when starting a new plugin development to skip boilerplate writing.
+---
+
+# Plugin Scaffolder
+
+## Overview
+Generates compliant OpenWebUI plugin templates with built-in i18n, common utility methods, and required docstring fields.
+
+## Usage
+1. Provide the **Plugin Name** and **Type** (action/filter/pipe).
+2. The skill will generate the `.py` file and the bilingual `README` files.
+
+## Template Standard
+- `Valves(BaseModel)` with `UPPER_SNAKE_CASE`
+- `_get_user_context` with JS fallback and timeout
+- `_emit_status` and `_emit_debug_log` methods
+- Standardized docstring metadata

.gemini/skills/plugin-scaffolder/assets/README_template.md

@@ -0,0 +1,34 @@
+# {{TITLE}}
+
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 0.1.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
+
+{{DESCRIPTION}}
+
+## 🔥 What's New in v0.1.0
+
+* Initial release of {{TITLE}}.
+
+## 🌐 Multilingual Support
+
+Supports automatic interface and status switching for the following languages:
+`English`, `简体中文`, `繁體中文 (香港)`, `繁體中文 (台灣)`, `한국어`, `日本語`, `Français`, `Deutsch`, `Español`, `Italiano`, `Tiếng Việt`, `Bahasa Indonesia`.
+
+## ✨ Core Features
+
+* Feature 1
+* Feature 2
+
+## How to Use 🛠️
+
+1. Install the plugin in Open WebUI.
+2. Configure settings in Valves.
+
+## Configuration (Valves) ⚙️
+
+| Parameter | Default | Description |
+| :--- | :--- | :--- |
+| `priority` | `50` | Execution priority. |
+
+## ⭐ Support
+
+If this plugin has been useful, a star on [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) is a big motivation for me. Thank you for the support.

.gemini/skills/plugin-scaffolder/assets/template.py

@@ -0,0 +1,80 @@
+"""
+title: {{TITLE}}
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/openwebui-extensions
+funding_url: https://github.com/open-webui
+version: 0.1.0
+description: {{DESCRIPTION}}
+"""
+
+import asyncio
+import logging
+import json
+from typing import Optional, Dict, Any, List, Callable, Awaitable
+from pydantic import BaseModel, Field
+from fastapi import Request
+
+# Configure logging
+logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+logger = logging.getLogger(__name__)
+
+TRANSLATIONS = {
+    "en-US": {"status_starting": "Starting {{TITLE}}..."},
+    "zh-CN": {"status_starting": "正在启动 {{TITLE}}..."},
+    "zh-HK": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "zh-TW": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "ko-KR": {"status_starting": "{{TITLE}} 시작 중..."},
+    "ja-JP": {"status_starting": "{{TITLE}} を起動中..."},
+    "fr-FR": {"status_starting": "Démarrage de {{TITLE}}..."},
+    "de-DE": {"status_starting": "{{TITLE}} wird gestartet..."},
+    "es-ES": {"status_starting": "Iniciando {{TITLE}}..."},
+    "it-IT": {"status_starting": "Avvio di {{TITLE}}..."},
+    "vi-VN": {"status_starting": "Đang khởi động {{TITLE}}..."},
+    "id-ID": {"status_starting": "Memulai {{TITLE}}..."},
+}
+
+class {{CLASS_NAME}}:
+    class Valves(BaseModel):
+        priority: int = Field(default=50, description="Priority level (lower = earlier).")
+        show_status: bool = Field(default=True, description="Show status updates in UI.")
+
+    def __init__(self):
+        self.valves = self.Valves()
+        self.fallback_map = {
+            "zh": "zh-CN", "en": "en-US", "ko": "ko-KR", "ja": "ja-JP",
+            "fr": "fr-FR", "de": "de-DE", "es": "es-ES", "it": "it-IT",
+            "vi": "vi-VN", "id": "id-ID"
+        }
+
+    def _get_translation(self, lang: str, key: str, **kwargs) -> str:
+        target_lang = lang
+        if target_lang not in TRANSLATIONS:
+            base = target_lang.split("-")[0]
+            target_lang = self.fallback_map.get(base, "en-US")
+        
+        lang_dict = TRANSLATIONS.get(target_lang, TRANSLATIONS["en-US"])
+        text = lang_dict.get(key, TRANSLATIONS["en-US"].get(key, key))
+        return text.format(**kwargs) if kwargs else text
+
+    async def _get_user_context(self, __user__: Optional[dict], __event_call__: Optional[Callable] = None, __request__: Optional[Request] = None) -> dict:
+        user_data = __user__ if isinstance(__user__, dict) else {}
+        user_language = user_data.get("language", "en-US")
+        if __event_call__:
+            try:
+                js = "try { return (document.documentElement.lang || localStorage.getItem('locale') || navigator.language || 'en-US'); } catch (e) { return 'en-US'; }"
+                frontend_lang = await asyncio.wait_for(__event_call__({"type": "execute", "data": {"code": js}}), timeout=2.0)
+                if frontend_lang: user_language = frontend_lang
+            except: pass
+        return {"user_language": user_language}
+
+    async def {{METHOD_NAME}}(self, body: dict, __user__: Optional[dict] = None, __event_emitter__=None, __event_call__=None, __request__: Optional[Request] = None) -> dict:
+        if self.valves.show_status and __event_emitter__:
+            user_ctx = await self._get_user_context(__user__, __event_call__, __request__)
+            msg = self._get_translation(user_ctx["user_language"], "status_starting")
+            await __event_emitter__({"type": "status", "data": {"description": msg, "done": False}})
+        
+        # Implement core logic here
+        
+        if self.valves.show_status and __event_emitter__:
+            await __event_emitter__({"type": "status", "data": {"description": "Done", "done": True}})
+        return body

.gemini/skills/plugin-scaffolder/assets/template.py.j2

@@ -0,0 +1,80 @@
+"""
+title: {{TITLE}}
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/openwebui-extensions
+funding_url: https://github.com/open-webui
+version: 0.1.0
+description: {{DESCRIPTION}}
+"""
+
+import asyncio
+import logging
+import json
+from typing import Optional, Dict, Any, List, Callable, Awaitable
+from pydantic import BaseModel, Field
+from fastapi import Request
+
+# Configure logging
+logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+logger = logging.getLogger(__name__)
+
+TRANSLATIONS = {
+    "en-US": {"status_starting": "Starting {{TITLE}}..."},
+    "zh-CN": {"status_starting": "正在启动 {{TITLE}}..."},
+    "zh-HK": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "zh-TW": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "ko-KR": {"status_starting": "{{TITLE}} 시작 중..."},
+    "ja-JP": {"status_starting": "{{TITLE}} を起動中..."},
+    "fr-FR": {"status_starting": "Démarrage de {{TITLE}}..."},
+    "de-DE": {"status_starting": "{{TITLE}} wird gestartet..."},
+    "es-ES": {"status_starting": "Iniciando {{TITLE}}..."},
+    "it-IT": {"status_starting": "Avvio di {{TITLE}}..."},
+    "vi-VN": {"status_starting": "Đang khởi động {{TITLE}}..."},
+    "id-ID": {"status_starting": "Memulai {{TITLE}}..."},
+}
+
+class {{CLASS_NAME}}:
+    class Valves(BaseModel):
+        priority: int = Field(default=50, description="Priority level (lower = earlier).")
+        show_status: bool = Field(default=True, description="Show status updates in UI.")
+
+    def __init__(self):
+        self.valves = self.Valves()
+        self.fallback_map = {
+            "zh": "zh-CN", "en": "en-US", "ko": "ko-KR", "ja": "ja-JP",
+            "fr": "fr-FR", "de": "de-DE", "es": "es-ES", "it": "it-IT",
+            "vi": "vi-VN", "id": "id-ID"
+        }
+
+    def _get_translation(self, lang: str, key: str, **kwargs) -> str:
+        target_lang = lang
+        if target_lang not in TRANSLATIONS:
+            base = target_lang.split("-")[0]
+            target_lang = self.fallback_map.get(base, "en-US")
+        
+        lang_dict = TRANSLATIONS.get(target_lang, TRANSLATIONS["en-US"])
+        text = lang_dict.get(key, TRANSLATIONS["en-US"].get(key, key))
+        return text.format(**kwargs) if kwargs else text
+
+    async def _get_user_context(self, __user__: Optional[dict], __event_call__: Optional[Callable] = None, __request__: Optional[Request] = None) -> dict:
+        user_data = __user__ if isinstance(__user__, dict) else {}
+        user_language = user_data.get("language", "en-US")
+        if __event_call__:
+            try:
+                js = "try { return (document.documentElement.lang || localStorage.getItem('locale') || navigator.language || 'en-US'); } catch (e) { return 'en-US'; }"
+                frontend_lang = await asyncio.wait_for(__event_call__({"type": "execute", "data": {"code": js}}), timeout=2.0)
+                if frontend_lang: user_language = frontend_lang
+            except: pass
+        return {"user_language": user_language}
+
+    async def {{METHOD_NAME}}(self, body: dict, __user__: Optional[dict] = None, __event_emitter__=None, __event_call__=None, __request__: Optional[Request] = None) -> dict:
+        if self.valves.show_status and __event_emitter__:
+            user_ctx = await self._get_user_context(__user__, __event_call__, __request__)
+            msg = self._get_translation(user_ctx["user_language"], "status_starting")
+            await __event_emitter__({"type": "status", "data": {"description": msg, "done": False}})
+        
+        # Implement core logic here
+        
+        if self.valves.show_status and __event_emitter__:
+            await __event_emitter__({"type": "status", "data": {"description": "Done", "done": True}})
+        return body

.gemini/skills/plugin-scaffolder/scripts/scaffold.py

@@ -0,0 +1,66 @@
+#!/usr/bin/env python3
+import sys
+import os
+
+
+def scaffold(p_type, p_name, title, desc):
+    target_dir = f"plugins/{p_type}/{p_name}"
+    os.makedirs(target_dir, exist_ok=True)
+
+    class_name = (
+        "Action"
+        if p_type == "actions"
+        else (
+            "Filter"
+            if p_type == "filters"
+            else "Tools" if p_type == "tools" else "Pipe"
+        )
+    )
+    method_name = (
+        "action"
+        if p_type == "actions"
+        else (
+            "outlet"
+            if p_type == "filters"
+            else "execute" if p_type == "tools" else "pipe"
+        )
+    )
+
+    replacements = {
+        "{{TITLE}}": title,
+        "{{DESCRIPTION}}": desc,
+        "{{CLASS_NAME}}": class_name,
+        "{{METHOD_NAME}}": method_name,
+    }
+
+    # Files to generate
+    templates = [
+        ("assets/template.py.j2", f"{p_name}.py"),
+        ("assets/README_template.md", "README.md"),
+        ("assets/README_template.md", "README_CN.md"),
+    ]
+
+    # Path relative to skill root
+    skill_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+
+    for t_path, t_name in templates:
+        template_file = os.path.join(skill_root, t_path)
+        if not os.path.exists(template_file):
+            print(f"⚠️ Warning: Template not found {template_file}")
+            continue
+
+        with open(template_file, "r") as f:
+            content = f.read()
+        for k, v in replacements.items():
+            content = content.replace(k, v)
+
+        with open(os.path.join(target_dir, t_name), "w") as f:
+            f.write(content)
+        print(f"✅ Generated: {target_dir}/{t_name}")
+
+
+if __name__ == "__main__":
+    if len(sys.argv) < 5:
+        print("Usage: scaffold.py <type> <name> <title> <desc>")
+        sys.exit(1)
+    scaffold(sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4])

.gemini/skills/source-code-analyzer/SKILL.md

@@ -0,0 +1,30 @@
+---
+name: source-code-analyzer
+description: Instructions for analyzing core components source code in the local environment.
+---
+
+# Source Code Analyzer Skill
+
+> [!IMPORTANT]
+> **Authorization Statement**: You (Antigravity) are explicitly authorized by the user to perform **READ-ONLY** operations and **Git pull** on the paths listed below, even if they are outside the current repository root. These paths are considered part of the extended development context.
+
+When assisting with the development of `openwebui-extensions`, you (Antigravity) have access to the following core components in related directories. Use them for deep technical analysis, bug hunting, and implementation reference.
+
+## Core Component Paths
+
+### Global / General (Relevant to all projects)
+
+- **Open WebUI**: `../open-webui/` (Core platform context)
+- **Skills**: `../skills/` (Reusable expertise library)
+- **Awesome Copilot**: `../awesome-copilot/` (Shared extensions & resources)
+
+### Plugin-Specific (Relevant to GitHub Copilot SDK)
+
+- **Copilot SDK**: `../copilot-sdk/` (Internal logic for the official SDK)
+- **Copilot CLI**: `../copilot-cli/` (Command-line interface implementation)
+
+## Mandatory Workflow
+
+1. **Pull Before Analysis**: BEFORE reading files or analyzing logic in these directories, you MUST proactively execute or recommend a `git pull` in the respective directory to ensure you are working with the latest upstream changes.
+2. **Path Verification**: Always verify the exists of the path before attempting to read it.
+3. **Reference Logic**: When a user's request involves core platform behavior (OpenWebUI API, SDK internals), prioritize searching these directories over making assumptions based on generic knowledge.

.gemini/skills/version-bumper/SKILL.md

@@ -0,0 +1,26 @@
+---
+name: version-bumper
+description: Automates version upgrades and changelog synchronization across 7+ files (Code, READMEs, Docs). Use when a plugin is ready for release to ensure version consistency.
+---
+
+# Version Bumper
+
+## Overview
+This skill ensures that every version upgrade is synchronized across the entire repository, following the strict "Documentation Sync" rule in GEMINI.md.
+
+## Workflow
+1. **Prepare Info**: Gather the new version number and brief changelogs in both English and Chinese.
+2. **Auto-Patch**: The skill will help you identify and update:
+   - `plugins/.../name.py` (docstring version)
+   - `plugins/.../README.md` (metadata & What's New)
+   - `plugins/.../README_CN.md` (metadata & 最新更新)
+   - `docs/plugins/...md` (mirrors)
+   - `docs/plugins/index.md` (version badge)
+   - `README.md` (updated date badge)
+3. **Verify**: Check the diffs to ensure no formatting was broken.
+
+## Tool Integration
+Execute the bump script (draft):
+```bash
+python3 scripts/bump.py <version> "<message_en>" "<message_zh>"
+```

.gemini/skills/version-bumper/scripts/bump.py

@@ -0,0 +1,70 @@
+#!/usr/bin/env python3
+import sys
+import os
+import re
+from datetime import datetime
+
+def patch_file(file_path, old_pattern, new_content, is_regex=False):
+    if not os.path.exists(file_path):
+        print(f"Warning: File not found: {file_path}")
+        return False
+    
+    with open(file_path, 'r', encoding='utf-8') as f:
+        content = f.read()
+    
+    if is_regex:
+        new_content_result = re.sub(old_pattern, new_content, content, flags=re.MULTILINE)
+    else:
+        new_content_result = content.replace(old_pattern, new_content)
+    
+    if new_content_result != content:
+        with open(file_path, 'w', encoding='utf-8') as f:
+            f.write(new_content_result)
+        print(f"✅ Patched: {file_path}")
+        return True
+    else:
+        print(f"ℹ️ No change needed: {file_path}")
+        return False
+
+def bump_version(plugin_type, plugin_name, new_version, msg_en, msg_zh):
+    print(f"🚀 Bumping {plugin_name} ({plugin_type}) to {new_version}...")
+    
+    today = datetime.now().strftime("%Y-%m-%d")
+    today_badge = today.replace("-", "--")
+    
+    # 1. Patch Plugin Python File
+    py_file = f"plugins/{plugin_type}/{plugin_name}/{plugin_name}.py"
+    patch_file(py_file, r"version: \d+\.\d+\.\d+", f"version: {new_version}", is_regex=True)
+    
+    # 2. Patch Plugin READMEs
+    readme_en = f"plugins/{plugin_type}/{plugin_name}/README.md"
+    readme_zh = f"plugins/{plugin_type}/{plugin_name}/README_CN.md"
+    
+    # Update version in metadata
+    patch_file(readme_en, r"\*\*Version:\*\* \d+\.\d+\.\d+", f"**Version:** {new_version}", is_regex=True)
+    patch_file(readme_zh, r"\*\*版本:\*\* \d+\.\d+\.\d+", f"**版本:** {new_version}", is_regex=True)
+    
+    # Update What's New (Assuming standard headers)
+    patch_file(readme_en, r"## 🔥 What's New in v.*?\n", f"## 🔥 What's New in v{new_version}\n\n* {msg_en}\n", is_regex=True)
+    patch_file(readme_zh, r"## 🔥 最新更新 v.*?\n", f"## 🔥 最新更新 v{new_version}\n\n* {msg_zh}\n", is_regex=True)
+    
+    # 3. Patch Docs Mirrors
+    doc_en = f"docs/plugins/{plugin_type}/{plugin_name}.md"
+    doc_zh = f"docs/plugins/{plugin_type}/{plugin_name}.zh.md"
+    patch_file(doc_en, r"\*\*Version:\*\* \d+\.\d+\.\d+", f"**Version:** {new_version}", is_regex=True)
+    patch_file(doc_zh, r"\*\*版本:\*\* \d+\.\d+\.\d+", f"**版本:** {new_version}", is_regex=True)
+    
+    # 4. Patch Root READMEs (Updated Date Badge)
+    patch_file("README.md", r"badge/202\d--\d\d--\d\d-gray", f"badge/{today_badge}-gray", is_regex=True)
+    patch_file("README_CN.md", r"badge/202\d--\d\d--\d\d-gray", f"badge/{today_badge}-gray", is_regex=True)
+
+    print("\n✨ All synchronization tasks completed.")
+    return True
+
+if __name__ == "__main__":
+    if len(sys.argv) < 6:
+        print("Usage: bump.py <type> <name> <version> <msg_en> <msg_zh>")
+        print("Example: bump.py filters markdown_normalizer 1.2.8 'Fix bug' '修复错误'")
+        sys.exit(1)
+    
+    bump_version(sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4], sys.argv[5])

.github/agents/plugin-implementer.agent.md

@@ -0,0 +1,62 @@
+---
+name: Plugin Implementer
+description: Implement OpenWebUI plugin and docs updates with strict project standards
+argument-hint: Provide approved plan or feature request to implement
+tools: ['execute/getTerminalOutput', 'execute/runInTerminal', 'read/readFile', 'read/terminalSelection', 'read/terminalLastCommand', 'edit/createFile', 'edit/editFiles', 'search', 'web', 'web/fetch', 'web/githubRepo', 'agent']
+infer: true
+handoffs:
+  - label: Run Review
+    agent: Plugin Reviewer
+    prompt: Review the implementation for i18n, safety, and consistency issues.
+    send: false
+---
+You are the **implementation specialist** for the `openwebui-extensions` repository.
+
+## Execution Rules
+1. **Minimal diffs**: Change only what the approved plan specifies.
+2. **Single-file i18n**: Every plugin is one `.py` file with built-in `TRANSLATIONS` dict. Never create `_cn.py` split files.
+3. **Context helpers**: Always use `_get_user_context(__user__)` and `_get_chat_context(body, __metadata__)` — never access dict keys directly.
+4. **Emitter guards**: Every `await emitter(...)` must be guarded by `if emitter:`.
+5. **Logging**: Use `logging.getLogger(__name__)` — no bare `print()` in production code.
+6. **Async safety**: Wrap all `__event_call__` with `asyncio.wait_for(..., timeout=2.0)` + inner JS `try { ... } catch(e) { return fallback; }`.
+
+## Required Plugin Pattern
+```python
+# Docstring: title, author, author_url, funding_url, version, description
+# icon_url is REQUIRED for Action plugins (Lucide SVG, base64)
+
+class Action:  # or Filter / Pipe
+    class Valves(BaseModel):
+        SHOW_STATUS: bool = Field(default=True, description="...")
+        # All fields UPPER_SNAKE_CASE
+
+    def __init__(self):
+        self.valves = self.Valves()
+
+    def _get_user_context(self, __user__): ...   # always implement
+    def _get_chat_context(self, body, __metadata__=None): ...  # always implement
+    async def _emit_status(self, emitter, description, done=False): ...
+    async def _emit_notification(self, emitter, content, ntype="info"): ...
+```
+
+## Known Split-File Plugins (Legacy — Do NOT Add More)
+These still have `_cn.py` files. When touching any of them, migrate CN content into `TRANSLATIONS` dict:
+- `plugins/actions/deep-dive/deep_dive_cn.py`
+- `plugins/actions/export_to_docx/export_to_word_cn.py`
+- `plugins/actions/export_to_excel/export_to_excel_cn.py`
+- `plugins/actions/flash-card/flash_card_cn.py`
+- `plugins/actions/infographic/infographic_cn.py`
+- `plugins/filters/folder-memory/folder_memory_cn.py`
+
+## Version Bump Rule
+Only bump version when user explicitly says "发布" / "release" / "bump version".
+When bumping, update ALL 7+ files (code docstring + 2× README + 2× doc detail + 2× doc index + 2× root README date badge).
+
+## Git Policy
+- Never run `git commit`, `git push`, or create PRs automatically.
+- After all edits, list what changed and why, then stop.
+
+## Completion Output
+- Modified files (full relative paths, one-line descriptions)
+- Remaining manual checks
+- Suggested handoff to **Plugin Reviewer**

.github/agents/plugin-planner.agent.md

@@ -0,0 +1,78 @@
+---
+name: Plugin Planner
+description: Analyze requirements and produce a safe implementation plan for OpenWebUI plugins
+argument-hint: Describe the plugin goal, constraints, and target files
+tools: ['read/readFile', 'search', 'web', 'web/githubRepo', 'read/terminalLastCommand', 'read/terminalSelection', 'agent']
+infer: true
+handoffs:
+  - label: Start Implementation
+    agent: Plugin Implementer
+    prompt: Implement the approved plan step by step with minimal diffs.
+    send: false
+---
+You are the **planning specialist** for the `openwebui-extensions` repository.
+
+## Your Responsibilities
+1. Read existing plugin code and docs **before** proposing any change.
+2. Produce a **small, reversible** plan (one logical change per file per step).
+3. Clearly list all impacted files including the docs sync chain.
+4. Flag risks: breaking changes, release implications, version bumps needed.
+
+## Hard Rules
+- Never propose `git commit`, `git push`, or PR creation.
+- Every plan must end with an acceptance checklist for the user to approve before handing off.
+- Reference `.github/copilot-instructions.md` as the authoritative spec.
+
+## Repository Plugin Inventory
+
+### Actions (`plugins/actions/`)
+| Dir | Main file | Version | i18n status |
+|-----|-----------|---------|-------------|
+| `deep-dive` | `deep_dive.py` | 1.0.0 | ⚠️ has `deep_dive_cn.py` split |
+| `export_to_docx` | `export_to_word.py` | 0.4.4 | ⚠️ has `export_to_word_cn.py` split |
+| `export_to_excel` | `export_to_excel.py` | 0.3.7 | ⚠️ has `export_to_excel_cn.py` split |
+| `flash-card` | `flash_card.py` | 0.2.4 | ⚠️ has `flash_card_cn.py` split |
+| `infographic` | `infographic.py` | 1.5.0 | ⚠️ has `infographic_cn.py` split |
+| `smart-mind-map` | `smart_mind_map.py` | 1.0.0 | ✅ single file |
+| `smart-mermaid` | _(empty stub)_ | — | — |
+
+### Filters (`plugins/filters/`)
+| Dir | Main file | Version | i18n status |
+|-----|-----------|---------|-------------|
+| `async-context-compression` | `async_context_compression.py` | 1.3.0 | ✅ |
+| `context_enhancement_filter` | `context_enhancement_filter.py` | 0.3 | ⚠️ non-SemVer version |
+| `copilot_files_preprocessor` | _(empty stub)_ | — | — |
+| `folder-memory` | `folder_memory.py` | 0.1.0 | ⚠️ has `folder_memory_cn.py` split |
+| `github_copilot_sdk_files_filter` | `github_copilot_sdk_files_filter.py` | 0.1.2 | ✅ |
+| `markdown_normalizer` | `markdown_normalizer.py` | 1.2.4 | ✅ |
+| `web_gemini_multimodel_filter` | `web_gemini_multimodel.py` | 0.3.2 | ✅ |
+
+### Pipes / Pipelines / Tools
+| Path | Main file | Version |
+|------|-----------|---------|
+| `pipes/github-copilot-sdk` | `github_copilot_sdk.py` | 0.7.0 |
+| `pipelines/moe_prompt_refiner` | `moe_prompt_refiner.py` | — |
+| `tools/workspace-file-manager` | `workspace_file_manager.py` | 0.2.0 |
+
+## Naming Conventions (Actual Mix)
+- Action dirs: some use **dashes** (`deep-dive`, `flash-card`, `smart-mind-map`), some **underscores** (`export_to_docx`, `export_to_excel`, `infographic`)
+- Filter dirs: similarly mixed — prefer underscores for new plugins
+- Main `.py` filenames always use **underscores**
+
+## Docs Sync Chain (for every plugin change)
+For `plugins/{type}/{name}/`, these 7+ files must stay in sync:
+1. `plugins/{type}/{name}/{name}.py` — version in docstring
+2. `plugins/{type}/{name}/README.md` — version + What's New
+3. `plugins/{type}/{name}/README_CN.md` — version + 最新更新
+4. `docs/plugins/{type}/{name}.md`
+5. `docs/plugins/{type}/{name}.zh.md`
+6. `docs/plugins/{type}/index.md` — version badge
+7. `docs/plugins/{type}/index.zh.md` — version badge
+8. Root `README.md` / `README_CN.md` — date badge
+
+## Output Format
+- **Scope summary**
+- **Affected files** (full relative paths)
+- **Step-by-step plan** (numbered, ≤10 steps)
+- **Risk flags** (version bump? breaking change? split-file migration needed?)
+- **Acceptance checklist** → user must approve before handoff to Implementer

.github/agents/plugin-reviewer.agent.md

@@ -0,0 +1,71 @@
+---
+name: Plugin Reviewer
+description: Perform strict repository-aligned code review for OpenWebUI plugin changes
+argument-hint: Share changed files or branch diff to review
+tools: ['search', 'read/readFile', 'web', 'web/fetch', 'web/githubRepo', 'execute/getTerminalOutput', 'read/terminalLastCommand', 'read/terminalSelection']
+infer: true
+handoffs:
+  - label: Prepare Release Draft
+    agent: Release Prep
+    prompt: Create a bilingual release draft and commit message based on reviewed changes.
+    send: false
+---
+You are the **review specialist** for the `openwebui-extensions` repository.
+
+Full review rules are in .github/instructions/code-review.instructions.md.
+
+## Review Checklist
+
+### 🔴 Blocking (must fix before release)
+
+**1. Single-file i18n Architecture**
+- [ ] No new `_cn.py` split files created.
+- [ ] All user-visible strings go through `TRANSLATIONS[lang].get(key, fallback)`.
+- [ ] `FALLBACK_MAP` covers at least `zh → zh-CN` and `en → en-US`.
+- [ ] `format(**kwargs)` on translations wrapped in `try/except KeyError`.
+
+**2. Context Helpers**
+- [ ] Uses `_get_user_context(__user__)` (not `__user__["name"]` directly).
+- [ ] Uses `_get_chat_context(body, __metadata__)` (not ad-hoc `body.get("chat_id")`).
+
+**3. Antigravity Safety**
+- [ ] Every `__event_call__` wrapped: `asyncio.wait_for(..., timeout=2.0)`.
+- [ ] JS code passed to `__event_call__` has `try { ... } catch(e) { return fallback; }`.
+- [ ] File path operations validated against workspace root (no traversal).
+- [ ] Upload paths have dual-channel fallback (API → DB/local).
+
+**4. Emitter Guards**
+- [ ] Every `await emitter(...)` guarded by `if emitter:`.
+- [ ] `_emit_status(done=False)` on start, `done=True` on success, `_emit_notification("error")` on failure.
+- [ ] No bare `print()` — use `logging.getLogger(__name__)`.
+
+**5. Filter Singleton Safety**
+- [ ] No mutable per-request state stored on `self` in Filter plugins.
+
+**6. Streaming Compatibility (OpenWebUI 0.8.x)**
+- [ ] `</think>` tag closed before any normal text or tool cards.
+- [ ] `<details type="tool_calls" ...>` attributes escape `"` as `&quot;`.
+- [ ] `<details ...>` block has newline immediately after `>`.
+
+**7. Version & Docs Sync**
+- [ ] Version bumped in docstring (if release).
+- [ ] `README.md` + `README_CN.md` updated (What's New + version).
+- [ ] `docs/plugins/{type}/{name}.md` and `.zh.md` match README.
+- [ ] `docs/plugins/{type}/index.md` and `.zh.md` version badges updated.
+- [ ] Root `README.md` / `README_CN.md` date badge updated.
+
+### 🟡 Non-blocking (suggestions)
+- Copilot SDK tools: `params_type=MyParams` in `define_tool()`.
+- Long tasks (>3s): periodic `_emit_notification("info")` every 5s.
+- `icon_url` present for Action plugins (Lucide SVG, base64).
+
+## Known Pre-existing Issues (Don't block on unless the PR introduces new ones)
+- `_cn.py` splits in: `deep-dive`, `export_to_docx`, `export_to_excel`, `flash-card`, `infographic`, `folder-memory` — legacy, not new.
+- `context_enhancement_filter` version is `0.3` (non-SemVer) — pre-existing.
+- `copilot_files_preprocessor` and `smart-mermaid` are empty stubs — pre-existing.
+
+## Review Output
+- **Blocking issues** (file:line references)
+- **Non-blocking suggestions**
+- **Pass / Fail verdict**
+- **Next step**: Pass → handoff to Release Prep; Fail → return to Implementer with fix list

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

@@ -0,0 +1,82 @@
+---
+name: Release Prep
+description: Prepare release-ready summaries and Conventional Commit drafts without pushing
+argument-hint: Provide final change list and target version (optional)
+tools: ['search', 'read/readFile', 'web', 'web/fetch', 'web/githubRepo', 'execute/getTerminalOutput', 'read/terminalLastCommand', 'read/terminalSelection']
+infer: true
+---
+You are the **release preparation specialist** for the `openwebui-extensions` repository.
+
+Full commit message rules: .github/instructions/commit-message.instructions.md
+Full release workflow: .agent/workflows/plugin-development.md
+
+## Responsibilities
+1. Generate a Conventional Commit message (English only).
+2. Draft bilingual release notes (EN + 中文).
+3. Verify ALL file sync locations are updated.
+4. **Stop before any commit or push** — wait for explicit user confirmation.
+
+## Commit Message Format
+```text
+type(scope): brief imperative description
+
+- Key change 1
+- Key change 2 (include migration note if needed)
+```
+- `type`: `feat` / `fix` / `docs` / `refactor` / `chore`
+- `scope`: plugin folder name (e.g., `smart-mind-map`, `github-copilot-sdk`, `folder-memory`)
+- Title ≤ 72 chars, imperative mood, no trailing period, no capital first letter
+
+## 9-File Sync Checklist (fill in for each changed plugin)
+```text
+Plugin: {type}/{name} → v{new_version}
+[ ] 1. plugins/{type}/{name}/{name}.py          → version in docstring
+[ ] 2. plugins/{type}/{name}/README.md          → version + What's New
+[ ] 3. plugins/{type}/{name}/README_CN.md       → version + 最新更新
+[ ] 4. docs/plugins/{type}/{name}.md            → mirrors README
+[ ] 5. docs/plugins/{type}/{name}.zh.md         → mirrors README_CN
+[ ] 6. docs/plugins/{type}/index.md             → version badge updated
+[ ] 7. docs/plugins/{type}/index.zh.md          → version badge updated
+[ ] 8. README.md (root)                         → date badge updated
+[ ] 9. README_CN.md (root)                      → date badge updated
+```
+
+## Current Plugin Versions (as of last audit — 2026-02-23)
+| Plugin | Type | Version | Note |
+|--------|------|---------|------|
+| deep-dive | action | 1.0.0 | has `_cn.py` split |
+| export_to_docx | action | 0.4.4 | has `_cn.py` split |
+| export_to_excel | action | 0.3.7 | has `_cn.py` split |
+| flash-card | action | 0.2.4 | has `_cn.py` split |
+| infographic | action | 1.5.0 | has `_cn.py` split |
+| smart-mind-map | action | 1.0.0 | ✅ |
+| async-context-compression | filter | 1.3.0 | ✅ |
+| context_enhancement_filter | filter | 0.3 | ⚠️ non-SemVer |
+| folder-memory | filter | 0.1.0 | has `_cn.py` split |
+| github_copilot_sdk_files_filter | filter | 0.1.2 | ✅ |
+| markdown_normalizer | filter | 1.2.4 | ✅ |
+| web_gemini_multimodel_filter | filter | 0.3.2 | ✅ |
+| github-copilot-sdk | pipe | 0.7.0 | ✅ |
+| workspace-file-manager | tool | 0.2.0 | ✅ |
+
+## Output Template
+
+### Commit Message
+```text
+{type}({scope}): {description}
+
+- {change 1}
+- {change 2}
+```
+
+### Change Summary (EN)
+- {bullet list of user-visible changes}
+
+### 变更摘要（中文）
+- {中文要点列表}
+
+### Verification Status
+{filled-in 9-file checklist for each changed plugin}
+
+---
+⚠️ **Waiting for user confirmation — no git operations will run until explicitly approved.**

.github/instructions/code-review.instructions.md

@@ -0,0 +1,54 @@
+---
+name: Plugin Code Review
+description: Comprehensive OpenWebUI plugin review checklist covering i18n, context helpers, antigravity safety, and streaming compatibility
+applyTo: "plugins/**/*.py"
+---
+# Code Review Instructions — OpenWebUI Plugins
+
+You are an expert Senior Software Engineer reviewing OpenWebUI plugins for the `openwebui-extensions` repository.
+When reviewing plugin code, you MUST verify each point below to ensure the code meets the strict repository standards.
+
+## 1. Single-file i18n Pattern (CRITICAL)
+- **One File Rule**: One `.py` file per plugin. No `_cn.py` or language-split files.
+- **Translations**: All user-visible strings (status, notification, UI text) MUST go through a `TRANSLATIONS` dictionary and a `FALLBACK_MAP`.
+- **Safety**: `format(**kwargs)` calls on translated strings MUST be wrapped in `try/except KeyError` to prevent crashes if a translation is missing a placeholder.
+
+## 2. Context Helpers (CRITICAL)
+- **User Context**: MUST use `_get_user_context(__user__)` instead of direct `__user__["name"]` access. `__user__` can be a list, dict, or None.
+- **Chat Context**: MUST use `_get_chat_context(body, __metadata__)` instead of ad-hoc `body.get("chat_id")` calls.
+
+## 3. Event & Logging
+- **No Print**: No bare `print()` in production code. Use `logging.getLogger(__name__)`.
+- **Emitter Safety**: Every `await emitter(...)` call MUST be guarded by `if emitter:` (or equivalent).
+- **Status Lifecycle**: 
+  - `_emit_status(done=False)` at task start.
+  - `_emit_status(done=True)` on completion.
+  - `_emit_notification("error")` on failure.
+
+## 4. Antigravity Safety (CRITICAL)
+- **Timeout Guards**: All `__event_call__` JS executions MUST be wrapped with `asyncio.wait_for(..., timeout=2.0)`. Failure to do this can hang the entire backend.
+- **JS Fallbacks**: JS code executed via `__event_call__` MUST have an internal `try { ... } catch (e) { return fallback; }` block.
+- **Path Sandboxing**: File path operations MUST be validated against the workspace root (no directory traversal vulnerabilities).
+- **Upload Fallbacks**: Upload paths MUST have a dual-channel fallback (API → local/DB).
+
+## 5. Filter Singleton Safety
+- **No Mutable State**: Filter plugins are singletons. There MUST be NO request-scoped mutable state stored on `self` (e.g., `self.current_user = ...`).
+- **Statelessness**: Per-request values MUST be computed from `body` and context helpers on each call.
+
+## 6. Copilot SDK Tools
+- **Pydantic Models**: Tool parameters MUST be defined as a `pydantic.BaseModel` subclass.
+- **Explicit Params**: `define_tool(...)` MUST include `params_type=MyParams`.
+- **Naming**: Tool names MUST match `^[a-zA-Z0-9_-]+$` (ASCII only).
+
+## 7. Streaming Compatibility (OpenWebUI 0.8.x)
+- **Thinking Tags**: The `</think>` tag MUST be closed before any normal content or tool cards are emitted.
+- **Attribute Escaping**: Tool card `arguments` and `result` attributes MUST escape `"` as `&quot;`.
+- **Newline Requirement**: The `<details type="tool_calls" ...>` block MUST be followed by a newline immediately after `>`.
+
+## 8. Performance & Memory
+- **Streaming**: Large files or responses MUST be streamed, not loaded entirely into memory.
+- **Database Connections**: Plugins MUST reuse the OpenWebUI internal database connection (`owui_engine`, `owui_Session`) rather than creating new ones.
+
+## 9. HTML Injection (Action Plugins)
+- **Wrapper Template**: HTML output MUST use the standard `<!-- OPENWEBUI_PLUGIN_OUTPUT -->` wrapper.
+- **Idempotency**: The plugin MUST implement `_remove_existing_html` to ensure multiple runs do not duplicate the HTML output.

.github/instructions/commit-message.instructions.md

@@ -0,0 +1,90 @@
+---
+name: Commit Message
+description: Comprehensive Conventional Commits guidelines for openwebui-extensions
+---
+# Commit Message Instructions
+
+You are an expert developer generating commit messages for the `openwebui-extensions` repository. 
+Always adhere to the following strict guidelines based on the Conventional Commits specification.
+
+## 1. General Rules
+- **Language**: **English ONLY**. Never use Chinese or other languages in the commit title or body.
+- **Structure**:
+  ```text
+  <type>(<scope>): <subject>
+  <BLANK LINE>
+  <body>
+  <BLANK LINE>
+  <footer>
+  ```
+
+## 2. Type (`<type>`)
+Must be one of the following:
+- `feat`: A new feature or a new plugin.
+- `fix`: A bug fix.
+- `docs`: Documentation only changes (e.g., README, MkDocs).
+- `refactor`: A code change that neither fixes a bug nor adds a feature.
+- `perf`: A code change that improves performance.
+- `test`: Adding missing tests or correcting existing tests.
+- `chore`: Changes to the build process, CI/CD, or auxiliary tools/scripts.
+- `style`: Changes that do not affect the meaning of the code (white-space, formatting, etc.).
+
+## 3. Scope (`<scope>`)
+The scope should indicate the affected component or plugin.
+- **For Plugins**: Use the plugin's folder name or category (e.g., `actions`, `filters`, `pipes`, `export-to-docx`, `github-copilot-sdk`).
+- **For Docs**: Use `docs` or the specific doc section (e.g., `guide`, `readme`).
+- **For Infra**: Use `ci`, `scripts`, `deps`.
+- *Note*: Omit the scope if the change is global or spans too many components.
+
+## 4. Subject Line (`<subject>`)
+- **Length**: Keep it under 50-72 characters.
+- **Mood**: Use the imperative, present tense: "change" not "changed" nor "changes" (e.g., "add feature" instead of "added feature").
+- **Formatting**: Do not capitalize the first letter. Do not place a period `.` at the end.
+- **Clarity**: State exactly *what* changed. Avoid vague terms like "update code" or "fix bug".
+
+## 5. Body (`<body>`)
+- **When to use**: Highly recommended for `feat`, `fix`, and `refactor`.
+- **Content**: Explain *what* and *why* (motivation), not just *how* (the code diff shows the how).
+- **Format**: Use a bulleted list (1-3 points) for readability.
+- **Repo Specifics**: If the commit involves a plugin version bump, explicitly mention that the READMEs and docs were synced.
+
+## 6. Footer / Breaking Changes (`<footer>`)
+- If the commit introduces a breaking change (e.g., changing a Valve configuration key, altering a plugin's output format), append `!` after the scope/type: `feat(pipes)!: ...`
+- Add a `BREAKING CHANGE:` block in the footer explaining the migration path.
+
+## 7. Examples
+
+**Example 1: Feature with Body**
+```text
+feat(github-copilot-sdk): add antigravity timeout guards
+
+- Wrap all __event_call__ JS executions with asyncio.wait_for(timeout=2.0)
+- Add dual-channel upload fallback (API → local/DB)
+- Emit staged status events for tasks > 3 seconds
+```
+
+**Example 2: Bug Fix**
+```text
+fix(export-to-docx): resolve missing title fallback
+
+- Fallback to user_name + date when chat_title is empty
+- Prevent crash when metadata variables are missing
+```
+
+**Example 3: Documentation Sync**
+```text
+docs(plugins): sync bilingual READMEs for v1.2.0 release
+
+- Update What's New section for folder-memory plugin
+- Sync docs/plugins/filters/folder-memory.md
+```
+
+**Example 4: Breaking Change**
+```text
+refactor(core)!: rename global configuration valves
+
+- Standardize all valve keys to UPPER_SNAKE_CASE
+- Remove deprecated legacy_api_key field
+
+BREAKING CHANGE: Users must reconfigure their API keys in the UI as the old `api_key` field is no longer read.
+```

.github/instructions/test-generation.instructions.md

@@ -0,0 +1,54 @@
+---
+name: Test Generation
+description: Comprehensive Pytest conventions, mocking strategies, and model usage rules for OpenWebUI plugins
+applyTo: "plugins/debug/**,tests/**"
+---
+# Test Generation Instructions
+
+You are an expert SDET (Software Development Engineer in Test) writing tests for the `openwebui-extensions` repository.
+Follow these comprehensive guidelines to ensure robust, reliable, and cost-effective testing.
+
+## 1. Test Structure & Placement
+- **Unit Tests**: Place in the `tests/` directory at the root of the repository. Name files `test_<module>.py`.
+- **Integration/Debug Scripts**: Place in `plugins/debug/<plugin_name>/`. Name files `debug_<feature>.py` or `inspect_<feature>.py`.
+- **Fixtures**: Use `conftest.py` for shared fixtures (e.g., mock users, mock emitters, mock database sessions).
+
+## 2. Model Usage & Cost Control (CRITICAL)
+When writing tests or debug scripts that actually invoke an LLM:
+- **Allowed Models**: You MUST use low-cost models: `gpt-5-mini` (Preferred) or `gpt-4.1`.
+- **Forbidden**: NEVER use expensive models (like `gpt-4-turbo`, `claude-3-opus`) in automated tests unless explicitly requested by the user.
+- **API Keys**: Never hardcode API keys. Always read from environment variables (`os.getenv("OPENAI_API_KEY")`) or a `.env` file.
+
+## 3. Mocking OpenWebUI Internals
+OpenWebUI plugins rely heavily on injected runtime variables. Your tests must mock these accurately:
+- **`__user__`**: Mock as a dictionary. Always test both with a full user object and an empty/None object to ensure fallback logic works.
+  ```python
+  mock_user_en = {"id": "u1", "name": "Alice", "language": "en-US"}
+  mock_user_zh = {"id": "u2", "name": "Bob", "language": "zh-CN"}
+  mock_user_none = None
+  ```
+- **`__event_emitter__`**: Mock as an async callable that records emitted events for assertion.
+  ```python
+  async def mock_emitter(event: dict):
+      emitted_events.append(event)
+  ```
+- **`__event_call__`**: Mock as an async callable. To test Antigravity timeout guards, you must occasionally mock this to sleep longer than the timeout (e.g., `await asyncio.sleep(3.0)`) to ensure `asyncio.wait_for` catches it.
+
+## 4. Testing Async Code
+- All OpenWebUI plugin entry points (`action`, `inlet`, `outlet`) are asynchronous.
+- Use `@pytest.mark.asyncio` for all test functions.
+- Ensure you `await` all plugin method calls.
+
+## 5. i18n (Internationalization) Testing
+Since all plugins must be single-file i18n:
+- **Mandatory**: Write parameterized tests to verify output in both English (`en-US`) and Chinese (`zh-CN`).
+- Verify that if an unsupported language is passed (e.g., `fr-FR`), the system correctly falls back to the default (usually `en-US`).
+
+## 6. Antigravity & Safety Testing
+- **Timeout Guards**: Explicitly test that frontend JS executions (`__event_call__`) do not hang the backend. Assert that a `TimeoutError` is caught and handled gracefully.
+- **State Leakage**: For `Filter` plugins (which are singletons), write tests that simulate concurrent requests from different users to ensure no state leaks across `self`.
+
+## 7. Assertions & Best Practices
+- Assert on **behavior and output**, not internal implementation details.
+- For HTML/Markdown generation plugins, use Regex or BeautifulSoup to assert the presence of required tags (e.g., `<!-- OPENWEBUI_PLUGIN_OUTPUT -->`) rather than exact string matching.
+- Keep tests isolated. Do not rely on the execution order of tests.

.github/skills/README.md

@@ -0,0 +1,44 @@
+# Agent Skills Index
+
+This folder contains reusable Agent Skills for GitHub Copilot / VS Code custom agent workflows.
+
+## Available Skills
+
+- **community-announcer**
+  - Purpose: Generate community announcement content and related assets.
+  - Entry: `community-announcer/SKILL.md`
+
+- **doc-mirror-sync**
+  - Purpose: Sync mirrored documentation content and helper scripts.
+  - Entry: `doc-mirror-sync/SKILL.md`
+
+- **gh-issue-replier**
+  - Purpose: Draft standardized issue replies with templates.
+  - Entry: `gh-issue-replier/SKILL.md`
+
+- **gh-issue-scheduler**
+  - Purpose: Schedule and discover unanswered issues for follow-up.
+  - Entry: `gh-issue-scheduler/SKILL.md`
+
+- **i18n-validator**
+  - Purpose: Validate translation key consistency across i18n dictionaries.
+  - Entry: `i18n-validator/SKILL.md`
+
+- **plugin-scaffolder**
+  - Purpose: Scaffold OpenWebUI plugin boilerplate with repository standards.
+  - Entry: `plugin-scaffolder/SKILL.md`
+
+- **version-bumper**
+  - Purpose: Assist with semantic version bumping workflows.
+  - Entry: `version-bumper/SKILL.md`
+
+- **xlsx-single-file**
+  - Purpose: Single-file spreadsheet operations workflow without LibreOffice.
+  - Entry: `xlsx-single-file/SKILL.md`
+
+## Notes
+
+- Skill definitions follow the expected location pattern:
+  - `.github/skills/<skill-name>/SKILL.md`
+- Each skill may include optional `assets/`, `references/`, and `scripts/` folders.
+- This directory mirrors `.gemini/skills` for compatibility.

.github/skills/community-announcer/SKILL.md

@@ -0,0 +1,23 @@
+---
+name: community-announcer
+description: Drafts engaging English and Chinese update announcements for the OpenWebUI Community and other social platforms. Use when a new version is released.
+---
+
+# Community Announcer
+
+## Overview
+Automates the drafting of high-impact update announcements.
+
+## Workflow
+1. **Source Intel**: Read the latest version's `What's New` section from `README.md`.
+2. **Drafting**: Create two versions:
+   - **Community Post**: Professional, structured, technical.
+   - **Catchy Short**: For Discord/Twitter, use emojis and bullet points.
+3. **Multi-language**: Generate BOTH English and Chinese versions automatically.
+
+## Announcement Structure (Recommended)
+- **Headline**: "Update vX.X.X - [Main Feature]"
+- **Introduction**: Brief context.
+- **Key Highlights**: Bulleted list of fixes/features.
+- **Action**: "Download from [Market Link]"
+- **Closing**: Thanks and Star request.

.github/skills/doc-mirror-sync/SKILL.md

@@ -0,0 +1,14 @@
+---
+name: doc-mirror-sync
+description: Automatically synchronizes plugin READMEs to the official documentation directory (docs/). Use after editing a plugin's local documentation to keep the MkDocs site up to date.
+---
+
+# Doc Mirror Sync
+
+## Overview
+Automates the mirroring of `plugins/{type}/{name}/README.md` to `docs/plugins/{type}/{name}.md`.
+
+## Workflow
+1. Identify changed READMEs.
+2. Copy content to corresponding mirror paths.
+3. Update version badges in `docs/plugins/{type}/index.md`.

.github/skills/doc-mirror-sync/scripts/sync.py

@@ -0,0 +1,38 @@
+#!/usr/bin/env python3
+import os
+import shutil
+import re
+
+def sync_mirrors():
+    plugins_root = "plugins"
+    docs_root = "docs/plugins"
+    
+    types = ["actions", "filters", "pipes", "pipelines", "tools"]
+    
+    for t in types:
+        src_type_dir = os.path.join(plugins_root, t)
+        dest_type_dir = os.path.join(docs_root, t)
+        
+        if not os.path.exists(src_type_dir): continue
+        os.makedirs(dest_type_dir, exist_ok=True)
+        
+        for name in os.listdir(src_type_dir):
+            plugin_dir = os.path.join(src_type_dir, name)
+            if not os.path.isdir(plugin_dir): continue
+            
+            # Sync README.md -> docs/plugins/{type}/{name}.md
+            src_readme = os.path.join(plugin_dir, "README.md")
+            if os.path.exists(src_readme):
+                dest_readme = os.path.join(dest_type_dir, f"{name}.md")
+                shutil.copy(src_readme, dest_readme)
+                print(f"✅ Mirrored: {t}/{name} (EN)")
+            
+            # Sync README_CN.md -> docs/plugins/{type}/{name}.zh.md
+            src_readme_cn = os.path.join(plugin_dir, "README_CN.md")
+            if os.path.exists(src_readme_cn):
+                dest_readme_zh = os.path.join(dest_type_dir, f"{name}.zh.md")
+                shutil.copy(src_readme_cn, dest_readme_zh)
+                print(f"✅ Mirrored: {t}/{name} (ZH)")
+
+if __name__ == "__main__":
+    sync_mirrors()

.github/skills/gh-issue-replier/SKILL.md

@@ -0,0 +1,51 @@
+---
+name: gh-issue-replier
+description: Professional English replier for GitHub issues. Use when a task is completed, a bug is fixed, or more info is needed from the user. Automates replying using the 'gh' CLI tool.
+---
+
+# Gh Issue Replier
+
+## Overview
+
+The `gh-issue-replier` skill enables Gemini CLI to interact with GitHub issues professionally. It enforces English for all communications and leverages the `gh` CLI to post comments.
+
+## Workflow
+
+1.  **Identify the Issue**: Find the issue number (e.g., #49).
+2.  **Check Star Status**: Run the bundled script to check if the author has starred the repo.
+    *   Command: `bash scripts/check_star.sh <issue-number>`
+    *   Interpretation: 
+        *   Exit code **0**: User has starred. Use "Already Starred" templates.
+        *   Exit code **1**: User has NOT starred. Include "Star Request" in the reply.
+3.  **Select a Template**: Load [templates.md](references/templates.md) to choose a suitable English response pattern.
+4.  **Draft the Reply**: Compose a concise message based on the star status.
+5.  **Post the Comment**: Use the `gh` tool to submit the reply.
+
+## Tool Integration
+
+### Check Star Status
+```bash
+bash scripts/check_star.sh <issue-number>
+```
+
+### Post Comment
+```bash
+gh issue comment <issue-number> --body "<message-body>"
+```
+
+Example (if user has NOT starred):
+```bash
+gh issue comment 49 --body "This has been fixed in v1.2.7. If you find this helpful, a star on the repo would be much appreciated! ⭐"
+```
+
+Example (if user HAS starred):
+```bash
+gh issue comment 49 --body "This has been fixed in v1.2.7. Thanks for your support!"
+```
+
+## Guidelines
+
+-   **Language**: ALWAYS use English for the comment body, even if the system prompt or user conversation is in another language.
+-   **Tone**: Professional, helpful, and appreciative.
+-   **Precision**: When announcing a fix, mention the specific version or the logic change (e.g., "Updated regex pattern").
+-   **Closing**: If the issue is resolved and you have permission, you can also use `gh issue close <number>`.

.github/skills/gh-issue-replier/references/example_reference.md

@@ -0,0 +1,17 @@
+# Reference Documentation for Gh Issue Replier
+
+This is a placeholder for detailed reference documentation.
+Replace with actual reference content or delete if not needed.
+
+## Structure Suggestions
+
+### API Reference Example
+- Overview
+- Authentication
+- Endpoints with examples
+- Error codes
+
+### Workflow Guide Example
+- Prerequisites
+- Step-by-step instructions
+- Best practices

.github/skills/gh-issue-replier/references/templates.md

@@ -0,0 +1,45 @@
+# Issue Reply Templates
+
+Use these templates to craft professional English replies. Adjust placeholders like `@username`, `v1.2.x`, and `[commit hash]` as needed.
+
+## 1. Acknowledging a New Issue
+Use when you first see an issue and want to let the user know you are working on it.
+
+- "Thank you for reporting this! I'm looking into it right now."
+- "Thanks for bringing this to my attention. I'll try to reproduce this behavior and get back to you shortly."
+
+## 2. Requesting More Information
+Use when you need logs or specific details to fix the bug.
+
+- "Could you please provide the **'Original'** vs **'Normalized'** content from your browser console logs (F12)? It would help a lot in debugging."
+- "It would be very helpful if you could share the specific Markdown text that triggered this issue."
+
+## 3. Announcing a Fix
+Use when you have pushed the fix to the repository.
+
+- "This has been fixed in version **v1.2.x**. You can update the plugin to resolve it."
+- "I've just pushed a fix for this in [commit hash]. Please let me know if it works for you after updating."
+- "The issue was caused by a greedy regex pattern. I've updated it to use a tempered greedy token to prevent incorrect merging."
+
+## 4. Guiding to Official Market
+Always provide the official market link to ensure the user gets the latest verified version.
+
+- "The fix is now live! You can download the latest version from the official OpenWebUI Community page here: [Plugin Market Link]. Simply update the function in your OpenWebUI instance to apply the changes."
+- "I recommend getting the updated version from the official store: [Link]. It includes the fix for the spacing issue we discussed."
+
+## 5. Closing the Issue
+Use when the issue is confirmed resolved.
+
+- "Glad to hear it's working now! Closing this for now. Feel free to reopen it if the problem persists."
+- "Since this is resolved, I'm closing this issue. Thanks again for your feedback!"
+
+## 5. Pro-tip: Star Request
+Gently handle star requests based on the user's current status.
+
+### If User has NOT starred:
+- "If you find this plugin helpful, a star on the repo would be much appreciated! ⭐"
+- "We'd love your support! If this fixed your issue, please consider starring the repository. ⭐"
+
+### If User HAS already starred:
+- "Thanks again for starring the project and for your continuous support!"
+- "I appreciate your support and for being a stargazer of this project!"

.github/skills/gh-issue-replier/scripts/check_star.sh

@@ -0,0 +1,31 @@
+#!/usr/bin/env bash
+
+# Robust Star Checker v2
+# Usage: ./check_star.sh <issue_number>
+
+ISSUE_NUM=$1
+if [ -z "$ISSUE_NUM" ]; then exit 2; fi
+
+# 1. Get Repo and Author info
+REPO_FULL=$(gh repo view --json owner,name -q ".owner.login + \"/\" + .name")
+USER_LOGIN=$(gh issue view "$ISSUE_NUM" --json author -q ".author.login")
+
+# 2. Use GraphQL for high precision (Detects stars even when REST 404s)
+IS_STARRED=$(gh api graphql -f query='
+query($owner:String!, $repo:String!, $user:String!) {
+  repository(owner:$owner, name:$repo) {
+    stargazers(query:$user, first:1) {
+      nodes {
+        login
+      }
+    }
+  }
+}' -f owner="${REPO_FULL%/*}" -f repo="${REPO_FULL#*/}" -f user="$USER_LOGIN" -q ".data.repository.stargazers.nodes[0].login")
+
+if [ "$IS_STARRED" == "$USER_LOGIN" ]; then
+    echo "Confirmed: @$USER_LOGIN HAS starred $REPO_FULL. ⭐"
+    exit 0
+else
+    echo "Confirmed: @$USER_LOGIN has NOT starred $REPO_FULL."
+    exit 1
+fi

.github/skills/gh-issue-scheduler/SKILL.md

@@ -0,0 +1,42 @@
+---
+name: gh-issue-scheduler
+description: Finds all open GitHub issues that haven't been replied to by the owner, summarizes them, and generates a solution plan. Use when the user wants to audit pending tasks or plan maintenance work.
+---
+
+# Gh Issue Scheduler
+
+## Overview
+
+The `gh-issue-scheduler` skill helps maintainers track community feedback by identifying unaddressed issues and drafting actionable technical plans to resolve them.
+
+## Workflow
+
+1.  **Identify Unanswered Issues**: Run the bundled script to fetch issues without owner replies.
+    *   Command: `bash scripts/find_unanswered.sh`
+2.  **Analyze and Summarize**: For each identified issue, summarize the core problem and the user's intent.
+3.  **Generate Solution Plans**: Draft a technical "Action Plan" for each issue, including:
+    *   **Root Cause Analysis** (if possible)
+    *   **Proposed Fix/Implementation**
+    *   **Verification Strategy**
+4.  **Present to User**: Display a structured report of all pending issues and their respective plans.
+
+## Tool Integration
+
+### Find Unanswered Issues
+```bash
+bash scripts/find_unanswered.sh
+```
+
+## Report Format
+
+When presenting the summary, use the following Markdown structure:
+
+### 📋 Unanswered Issues Audit
+
+#### Issue #[Number]: [Title]
+- **Author**: @username
+- **Summary**: Concise description of the problem.
+- **Action Plan**:
+    1. Step 1 (e.g., Investigate file X)
+    2. Step 2 (e.g., Apply fix Y)
+    3. Verification (e.g., Run test Z)

.github/skills/gh-issue-scheduler/scripts/find_unanswered.sh

@@ -0,0 +1,42 @@
+#!/usr/bin/env bash
+
+# Fetch all open issues and filter for those without responses from the owner/collaborators.
+# Uses 'gh' CLI.
+
+REPO_FULL=$(gh repo view --json owner,name -q ".owner.login + "/" + .name")
+OWNER=${REPO_FULL%/*}
+
+# 1. Get all open issues
+OPEN_ISSUES=$(gh issue list --state open --json number,title,author,createdAt --limit 100)
+
+echo "Analysis for repository: $REPO_FULL"
+echo "------------------------------------"
+
+# Process each issue
+echo "$OPEN_ISSUES" | jq -c '.[]' | while read -r issue; do
+    NUMBER=$(echo "$issue" | jq -r '.number')
+    TITLE=$(echo "$issue" | jq -r '.title')
+    AUTHOR=$(echo "$issue" | jq -r '.author.login')
+    
+    # Check comments for owner responses
+    # We look for comments where the author is the repo owner
+    COMMENTS=$(gh issue view "$NUMBER" --json comments -q ".comments[].author.login" 2>/dev/null)
+    
+    HAS_OWNER_REPLY=false
+    for COMMENT_AUTHOR in $COMMENTS; do
+        if [ "$COMMENT_AUTHOR" == "$OWNER" ]; then
+            HAS_OWNER_REPLY=true
+            break
+        fi
+    done
+    
+    if [ "$HAS_OWNER_REPLY" == "false" ]; then
+        echo "ISSUE_START"
+        echo "ID: $NUMBER"
+        echo "Title: $TITLE"
+        echo "Author: $AUTHOR"
+        echo "Description:"
+        gh issue view "$NUMBER" --json body -q ".body"
+        echo "ISSUE_END"
+    fi
+done

.github/skills/i18n-validator/SKILL.md

@@ -0,0 +1,14 @@
+---
+name: i18n-validator
+description: Validates multi-language consistency in the TRANSLATIONS dictionary of a plugin. Use to check if any language keys are missing or if translations need updating.
+---
+
+# I18n Validator
+
+## Overview
+Ensures all 12 supported languages (en-US, zh-CN, etc.) have aligned translation keys.
+
+## Features
+- Detects missing keys in non-English dictionaries.
+- Suggests translations using the core AI engine.
+- Validates the `fallback_map` for variant redirects.

.github/skills/i18n-validator/scripts/validate_i18n.py

@@ -0,0 +1,54 @@
+#!/usr/bin/env python3
+import sys
+import ast
+import os
+
+def check_i18n(file_path):
+    if not os.path.exists(file_path):
+        print(f"Error: File not found {file_path}")
+        return
+    
+    with open(file_path, 'r', encoding='utf-8') as f:
+        tree = ast.parse(f.read())
+    
+    translations = {}
+    for node in tree.body:
+        if isinstance(node, ast.Assign):
+            for target in node.targets:
+                if isinstance(target, ast.Name) and target.id == "TRANSLATIONS":
+                    translations = ast.literal_eval(node.value)
+                    break
+    
+    if not translations:
+        print("⚠️ No TRANSLATIONS dictionary found.")
+        return
+
+    # Base keys from English
+    base_lang = "en-US"
+    if base_lang not in translations:
+        print(f"❌ Error: {base_lang} missing in TRANSLATIONS.")
+        return
+    
+    base_keys = set(translations[base_lang].keys())
+    print(f"🔍 Analyzing {file_path}...")
+    print(f"Standard keys ({len(base_keys)}): {', '.join(sorted(base_keys))}
+")
+
+    for lang, keys in translations.items():
+        if lang == base_lang: continue
+        lang_keys = set(keys.keys())
+        missing = base_keys - lang_keys
+        extra = lang_keys - base_keys
+        
+        if missing:
+            print(f"❌ {lang}: Missing {len(missing)} keys: {', '.join(missing)}")
+        if extra:
+            print(f"⚠️ {lang}: Has {len(extra)} extra keys: {', '.join(extra)}")
+        if not missing and not extra:
+            print(f"✅ {lang}: Aligned.")
+
+if __name__ == "__main__":
+    if len(sys.argv) < 2:
+        print("Usage: validate_i18n.py <path_to_plugin.py>")
+        sys.exit(1)
+    check_i18n(sys.argv[1])

.github/skills/plugin-scaffolder/SKILL.md

@@ -0,0 +1,19 @@
+---
+name: plugin-scaffolder
+description: Generates a standardized single-file i18n Python plugin template based on project standards. Use when starting a new plugin development to skip boilerplate writing.
+---
+
+# Plugin Scaffolder
+
+## Overview
+Generates compliant OpenWebUI plugin templates with built-in i18n, common utility methods, and required docstring fields.
+
+## Usage
+1. Provide the **Plugin Name** and **Type** (action/filter/pipe).
+2. The skill will generate the `.py` file and the bilingual `README` files.
+
+## Template Standard
+- `Valves(BaseModel)` with `UPPER_SNAKE_CASE`
+- `_get_user_context` with JS fallback and timeout
+- `_emit_status` and `_emit_debug_log` methods
+- Standardized docstring metadata

.github/skills/plugin-scaffolder/assets/README_template.md

@@ -0,0 +1,34 @@
+# {{TITLE}}
+
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 0.1.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
+
+{{DESCRIPTION}}
+
+## 🔥 What's New in v0.1.0
+
+* Initial release of {{TITLE}}.
+
+## 🌐 Multilingual Support
+
+Supports automatic interface and status switching for the following languages:
+`English`, `简体中文`, `繁體中文 (香港)`, `繁體中文 (台灣)`, `한국어`, `日本語`, `Français`, `Deutsch`, `Español`, `Italiano`, `Tiếng Việt`, `Bahasa Indonesia`.
+
+## ✨ Core Features
+
+* Feature 1
+* Feature 2
+
+## How to Use 🛠️
+
+1. Install the plugin in Open WebUI.
+2. Configure settings in Valves.
+
+## Configuration (Valves) ⚙️
+
+| Parameter | Default | Description |
+| :--- | :--- | :--- |
+| `priority` | `50` | Execution priority. |
+
+## ⭐ Support
+
+If this plugin has been useful, a star on [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) is a big motivation for me. Thank you for the support.

.github/skills/plugin-scaffolder/assets/template.py

@@ -0,0 +1,80 @@
+"""
+title: {{TITLE}}
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/openwebui-extensions
+funding_url: https://github.com/open-webui
+version: 0.1.0
+description: {{DESCRIPTION}}
+"""
+
+import asyncio
+import logging
+import json
+from typing import Optional, Dict, Any, List, Callable, Awaitable
+from pydantic import BaseModel, Field
+from fastapi import Request
+
+# Configure logging
+logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+logger = logging.getLogger(__name__)
+
+TRANSLATIONS = {
+    "en-US": {"status_starting": "Starting {{TITLE}}..."},
+    "zh-CN": {"status_starting": "正在启动 {{TITLE}}..."},
+    "zh-HK": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "zh-TW": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "ko-KR": {"status_starting": "{{TITLE}} 시작 중..."},
+    "ja-JP": {"status_starting": "{{TITLE}} を起動中..."},
+    "fr-FR": {"status_starting": "Démarrage de {{TITLE}}..."},
+    "de-DE": {"status_starting": "{{TITLE}} wird gestartet..."},
+    "es-ES": {"status_starting": "Iniciando {{TITLE}}..."},
+    "it-IT": {"status_starting": "Avvio di {{TITLE}}..."},
+    "vi-VN": {"status_starting": "Đang khởi động {{TITLE}}..."},
+    "id-ID": {"status_starting": "Memulai {{TITLE}}..."},
+}
+
+class {{CLASS_NAME}}:
+    class Valves(BaseModel):
+        priority: int = Field(default=50, description="Priority level (lower = earlier).")
+        show_status: bool = Field(default=True, description="Show status updates in UI.")
+
+    def __init__(self):
+        self.valves = self.Valves()
+        self.fallback_map = {
+            "zh": "zh-CN", "en": "en-US", "ko": "ko-KR", "ja": "ja-JP",
+            "fr": "fr-FR", "de": "de-DE", "es": "es-ES", "it": "it-IT",
+            "vi": "vi-VN", "id": "id-ID"
+        }
+
+    def _get_translation(self, lang: str, key: str, **kwargs) -> str:
+        target_lang = lang
+        if target_lang not in TRANSLATIONS:
+            base = target_lang.split("-")[0]
+            target_lang = self.fallback_map.get(base, "en-US")
+        
+        lang_dict = TRANSLATIONS.get(target_lang, TRANSLATIONS["en-US"])
+        text = lang_dict.get(key, TRANSLATIONS["en-US"].get(key, key))
+        return text.format(**kwargs) if kwargs else text
+
+    async def _get_user_context(self, __user__: Optional[dict], __event_call__: Optional[Callable] = None, __request__: Optional[Request] = None) -> dict:
+        user_data = __user__ if isinstance(__user__, dict) else {}
+        user_language = user_data.get("language", "en-US")
+        if __event_call__:
+            try:
+                js = "try { return (document.documentElement.lang || localStorage.getItem('locale') || navigator.language || 'en-US'); } catch (e) { return 'en-US'; }"
+                frontend_lang = await asyncio.wait_for(__event_call__({"type": "execute", "data": {"code": js}}), timeout=2.0)
+                if frontend_lang: user_language = frontend_lang
+            except: pass
+        return {"user_language": user_language}
+
+    async def {{METHOD_NAME}}(self, body: dict, __user__: Optional[dict] = None, __event_emitter__=None, __event_call__=None, __request__: Optional[Request] = None) -> dict:
+        if self.valves.show_status and __event_emitter__:
+            user_ctx = await self._get_user_context(__user__, __event_call__, __request__)
+            msg = self._get_translation(user_ctx["user_language"], "status_starting")
+            await __event_emitter__({"type": "status", "data": {"description": msg, "done": False}})
+        
+        # Implement core logic here
+        
+        if self.valves.show_status and __event_emitter__:
+            await __event_emitter__({"type": "status", "data": {"description": "Done", "done": True}})
+        return body

.github/skills/plugin-scaffolder/assets/template.py.j2

@@ -0,0 +1,80 @@
+"""
+title: {{TITLE}}
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/openwebui-extensions
+funding_url: https://github.com/open-webui
+version: 0.1.0
+description: {{DESCRIPTION}}
+"""
+
+import asyncio
+import logging
+import json
+from typing import Optional, Dict, Any, List, Callable, Awaitable
+from pydantic import BaseModel, Field
+from fastapi import Request
+
+# Configure logging
+logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+logger = logging.getLogger(__name__)
+
+TRANSLATIONS = {
+    "en-US": {"status_starting": "Starting {{TITLE}}..."},
+    "zh-CN": {"status_starting": "正在启动 {{TITLE}}..."},
+    "zh-HK": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "zh-TW": {"status_starting": "正在啟動 {{TITLE}}..."},
+    "ko-KR": {"status_starting": "{{TITLE}} 시작 중..."},
+    "ja-JP": {"status_starting": "{{TITLE}} を起動中..."},
+    "fr-FR": {"status_starting": "Démarrage de {{TITLE}}..."},
+    "de-DE": {"status_starting": "{{TITLE}} wird gestartet..."},
+    "es-ES": {"status_starting": "Iniciando {{TITLE}}..."},
+    "it-IT": {"status_starting": "Avvio di {{TITLE}}..."},
+    "vi-VN": {"status_starting": "Đang khởi động {{TITLE}}..."},
+    "id-ID": {"status_starting": "Memulai {{TITLE}}..."},
+}
+
+class {{CLASS_NAME}}:
+    class Valves(BaseModel):
+        priority: int = Field(default=50, description="Priority level (lower = earlier).")
+        show_status: bool = Field(default=True, description="Show status updates in UI.")
+
+    def __init__(self):
+        self.valves = self.Valves()
+        self.fallback_map = {
+            "zh": "zh-CN", "en": "en-US", "ko": "ko-KR", "ja": "ja-JP",
+            "fr": "fr-FR", "de": "de-DE", "es": "es-ES", "it": "it-IT",
+            "vi": "vi-VN", "id": "id-ID"
+        }
+
+    def _get_translation(self, lang: str, key: str, **kwargs) -> str:
+        target_lang = lang
+        if target_lang not in TRANSLATIONS:
+            base = target_lang.split("-")[0]
+            target_lang = self.fallback_map.get(base, "en-US")
+        
+        lang_dict = TRANSLATIONS.get(target_lang, TRANSLATIONS["en-US"])
+        text = lang_dict.get(key, TRANSLATIONS["en-US"].get(key, key))
+        return text.format(**kwargs) if kwargs else text
+
+    async def _get_user_context(self, __user__: Optional[dict], __event_call__: Optional[Callable] = None, __request__: Optional[Request] = None) -> dict:
+        user_data = __user__ if isinstance(__user__, dict) else {}
+        user_language = user_data.get("language", "en-US")
+        if __event_call__:
+            try:
+                js = "try { return (document.documentElement.lang || localStorage.getItem('locale') || navigator.language || 'en-US'); } catch (e) { return 'en-US'; }"
+                frontend_lang = await asyncio.wait_for(__event_call__({"type": "execute", "data": {"code": js}}), timeout=2.0)
+                if frontend_lang: user_language = frontend_lang
+            except: pass
+        return {"user_language": user_language}
+
+    async def {{METHOD_NAME}}(self, body: dict, __user__: Optional[dict] = None, __event_emitter__=None, __event_call__=None, __request__: Optional[Request] = None) -> dict:
+        if self.valves.show_status and __event_emitter__:
+            user_ctx = await self._get_user_context(__user__, __event_call__, __request__)
+            msg = self._get_translation(user_ctx["user_language"], "status_starting")
+            await __event_emitter__({"type": "status", "data": {"description": msg, "done": False}})
+        
+        # Implement core logic here
+        
+        if self.valves.show_status and __event_emitter__:
+            await __event_emitter__({"type": "status", "data": {"description": "Done", "done": True}})
+        return body

.github/skills/plugin-scaffolder/scripts/scaffold.py

@@ -0,0 +1,66 @@
+#!/usr/bin/env python3
+import sys
+import os
+
+
+def scaffold(p_type, p_name, title, desc):
+    target_dir = f"plugins/{p_type}/{p_name}"
+    os.makedirs(target_dir, exist_ok=True)
+
+    class_name = (
+        "Action"
+        if p_type == "actions"
+        else (
+            "Filter"
+            if p_type == "filters"
+            else "Tools" if p_type == "tools" else "Pipe"
+        )
+    )
+    method_name = (
+        "action"
+        if p_type == "actions"
+        else (
+            "outlet"
+            if p_type == "filters"
+            else "execute" if p_type == "tools" else "pipe"
+        )
+    )
+
+    replacements = {
+        "{{TITLE}}": title,
+        "{{DESCRIPTION}}": desc,
+        "{{CLASS_NAME}}": class_name,
+        "{{METHOD_NAME}}": method_name,
+    }
+
+    # Files to generate
+    templates = [
+        ("assets/template.py.j2", f"{p_name}.py"),
+        ("assets/README_template.md", "README.md"),
+        ("assets/README_template.md", "README_CN.md"),
+    ]
+
+    # Path relative to skill root
+    skill_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+
+    for t_path, t_name in templates:
+        template_file = os.path.join(skill_root, t_path)
+        if not os.path.exists(template_file):
+            print(f"⚠️ Warning: Template not found {template_file}")
+            continue
+
+        with open(template_file, "r") as f:
+            content = f.read()
+        for k, v in replacements.items():
+            content = content.replace(k, v)
+
+        with open(os.path.join(target_dir, t_name), "w") as f:
+            f.write(content)
+        print(f"✅ Generated: {target_dir}/{t_name}")
+
+
+if __name__ == "__main__":
+    if len(sys.argv) < 5:
+        print("Usage: scaffold.py <type> <name> <title> <desc>")
+        sys.exit(1)
+    scaffold(sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4])

.github/skills/source-code-analyzer/SKILL.md

@@ -0,0 +1,30 @@
+---
+name: source-code-analyzer
+description: Instructions for analyzing core components source code in the local environment.
+---
+
+# Source Code Analyzer Skill
+
+> [!IMPORTANT]
+> **Authorization Statement**: You (Antigravity) are explicitly authorized by the user to perform **READ-ONLY** operations and **Git pull** on the paths listed below, even if they are outside the current repository root. These paths are considered part of the extended development context.
+
+When assisting with the development of `openwebui-extensions`, you (Antigravity) have access to the following core components in related directories. Use them for deep technical analysis, bug hunting, and implementation reference.
+
+## Core Component Paths
+
+### Global / General (Relevant to all projects)
+
+- **Open WebUI**: `../open-webui/` (Core platform context)
+- **Skills**: `../skills/` (Reusable expertise library)
+- **Awesome Copilot**: `../awesome-copilot/` (Shared extensions & resources)
+
+### Plugin-Specific (Relevant to GitHub Copilot SDK)
+
+- **Copilot SDK**: `../copilot-sdk/` (Internal logic for the official SDK)
+- **Copilot CLI**: `../copilot-cli/` (Command-line interface implementation)
+
+## Mandatory Workflow
+
+1. **Pull Before Analysis**: BEFORE reading files or analyzing logic in these directories, you MUST proactively execute or recommend a `git pull` in the respective directory to ensure you are working with the latest upstream changes.
+2. **Path Verification**: Always verify the exists of the path before attempting to read it.
+3. **Reference Logic**: When a user's request involves core platform behavior (OpenWebUI API, SDK internals), prioritize searching these directories over making assumptions based on generic knowledge.

.github/skills/version-bumper/SKILL.md

@@ -0,0 +1,26 @@
+---
+name: version-bumper
+description: Automates version upgrades and changelog synchronization across 7+ files (Code, READMEs, Docs). Use when a plugin is ready for release to ensure version consistency.
+---
+
+# Version Bumper
+
+## Overview
+This skill ensures that every version upgrade is synchronized across the entire repository, following the strict "Documentation Sync" rule in GEMINI.md.
+
+## Workflow
+1. **Prepare Info**: Gather the new version number and brief changelogs in both English and Chinese.
+2. **Auto-Patch**: The skill will help you identify and update:
+   - `plugins/.../name.py` (docstring version)
+   - `plugins/.../README.md` (metadata & What's New)
+   - `plugins/.../README_CN.md` (metadata & 最新更新)
+   - `docs/plugins/...md` (mirrors)
+   - `docs/plugins/index.md` (version badge)
+   - `README.md` (updated date badge)
+3. **Verify**: Check the diffs to ensure no formatting was broken.
+
+## Tool Integration
+Execute the bump script (draft):
+```bash
+python3 scripts/bump.py <version> "<message_en>" "<message_zh>"
+```

.github/skills/version-bumper/scripts/bump.py

@@ -0,0 +1,70 @@
+#!/usr/bin/env python3
+import sys
+import os
+import re
+from datetime import datetime
+
+def patch_file(file_path, old_pattern, new_content, is_regex=False):
+    if not os.path.exists(file_path):
+        print(f"Warning: File not found: {file_path}")
+        return False
+    
+    with open(file_path, 'r', encoding='utf-8') as f:
+        content = f.read()
+    
+    if is_regex:
+        new_content_result = re.sub(old_pattern, new_content, content, flags=re.MULTILINE)
+    else:
+        new_content_result = content.replace(old_pattern, new_content)
+    
+    if new_content_result != content:
+        with open(file_path, 'w', encoding='utf-8') as f:
+            f.write(new_content_result)
+        print(f"✅ Patched: {file_path}")
+        return True
+    else:
+        print(f"ℹ️ No change needed: {file_path}")
+        return False
+
+def bump_version(plugin_type, plugin_name, new_version, msg_en, msg_zh):
+    print(f"🚀 Bumping {plugin_name} ({plugin_type}) to {new_version}...")
+    
+    today = datetime.now().strftime("%Y-%m-%d")
+    today_badge = today.replace("-", "--")
+    
+    # 1. Patch Plugin Python File
+    py_file = f"plugins/{plugin_type}/{plugin_name}/{plugin_name}.py"
+    patch_file(py_file, r"version: \d+\.\d+\.\d+", f"version: {new_version}", is_regex=True)
+    
+    # 2. Patch Plugin READMEs
+    readme_en = f"plugins/{plugin_type}/{plugin_name}/README.md"
+    readme_zh = f"plugins/{plugin_type}/{plugin_name}/README_CN.md"
+    
+    # Update version in metadata
+    patch_file(readme_en, r"\*\*Version:\*\* \d+\.\d+\.\d+", f"**Version:** {new_version}", is_regex=True)
+    patch_file(readme_zh, r"\*\*版本:\*\* \d+\.\d+\.\d+", f"**版本:** {new_version}", is_regex=True)
+    
+    # Update What's New (Assuming standard headers)
+    patch_file(readme_en, r"## 🔥 What's New in v.*?\n", f"## 🔥 What's New in v{new_version}\n\n* {msg_en}\n", is_regex=True)
+    patch_file(readme_zh, r"## 🔥 最新更新 v.*?\n", f"## 🔥 最新更新 v{new_version}\n\n* {msg_zh}\n", is_regex=True)
+    
+    # 3. Patch Docs Mirrors
+    doc_en = f"docs/plugins/{plugin_type}/{plugin_name}.md"
+    doc_zh = f"docs/plugins/{plugin_type}/{plugin_name}.zh.md"
+    patch_file(doc_en, r"\*\*Version:\*\* \d+\.\d+\.\d+", f"**Version:** {new_version}", is_regex=True)
+    patch_file(doc_zh, r"\*\*版本:\*\* \d+\.\d+\.\d+", f"**版本:** {new_version}", is_regex=True)
+    
+    # 4. Patch Root READMEs (Updated Date Badge)
+    patch_file("README.md", r"badge/202\d--\d\d--\d\d-gray", f"badge/{today_badge}-gray", is_regex=True)
+    patch_file("README_CN.md", r"badge/202\d--\d\d--\d\d-gray", f"badge/{today_badge}-gray", is_regex=True)
+
+    print("\n✨ All synchronization tasks completed.")
+    return True
+
+if __name__ == "__main__":
+    if len(sys.argv) < 6:
+        print("Usage: bump.py <type> <name> <version> <msg_en> <msg_zh>")
+        print("Example: bump.py filters markdown_normalizer 1.2.8 'Fix bug' '修复错误'")
+        sys.exit(1)
+    
+    bump_version(sys.argv[1], sys.argv[2], sys.argv[3], sys.argv[4], sys.argv[5])

.github/workflows/community-stats.yml

@@ -0,0 +1,91 @@
+# OpenWebUI 社区统计报告自动生成
+# 智能检测：只在有意义的变更时才 commit
+# - 新增插件 (total_posts)
+# - 插件版本变更 (version)
+# - 积分增加 (total_points)
+# - 粉丝增加 (followers)
+
+name: Community Stats
+
+on:
+  schedule:
+    - cron: '0 * * * *'
+  workflow_dispatch:
+
+permissions:
+  contents: write
+
+jobs:
+  update-stats:
+    runs-on: ubuntu-latest
+    
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+      
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+      
+      - name: Install dependencies
+        run: |
+          pip install requests python-dotenv
+
+      - name: Capture existing stats (before update)
+        id: old_stats
+        run: |
+          if [ -f docs/community-stats.json ]; then
+            echo "total_posts=$(jq -r '.total_posts // 0' docs/community-stats.json)" >> $GITHUB_OUTPUT
+          else
+            echo "total_posts=0" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Generate stats report
+        env:
+          OPENWEBUI_API_KEY: ${{ secrets.OPENWEBUI_API_KEY }}
+          OPENWEBUI_USER_ID: ${{ secrets.OPENWEBUI_USER_ID }}
+          GIST_TOKEN: ${{ secrets.GIST_TOKEN }}
+          GIST_ID: ${{ secrets.GIST_ID }}
+        run: |
+          python scripts/openwebui_stats.py
+
+      - name: Capture new stats (after update)
+        id: new_stats
+        run: |
+          echo "total_posts=$(jq -r '.total_posts // 0' 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="${{ steps.new_stats.outputs.total_posts }}"
+          
+          SHOULD_COMMIT="false"
+          CHANGE_REASON=""
+          
+          if [ "$NEW_POSTS" -gt "$OLD_POSTS" ]; then
+            SHOULD_COMMIT="true"
+            CHANGE_REASON="new plugin added ($OLD_POSTS -> $NEW_POSTS)"
+            echo "📦 New plugin detected: $OLD_POSTS -> $NEW_POSTS"
+          fi
+          
+          echo "should_commit=$SHOULD_COMMIT" >> $GITHUB_OUTPUT
+          echo "change_reason=$CHANGE_REASON" >> $GITHUB_OUTPUT
+          
+          if [ "$SHOULD_COMMIT" = "false" ]; then
+            echo "ℹ️ No significant changes detected, skipping commit"
+          else
+            echo "✅ Significant changes detected: $CHANGE_REASON"
+          fi
+
+      - name: Commit and push changes
+        if: steps.check_changes.outputs.should_commit == 'true'
+        run: |
+          git config --local user.email "github-actions[bot]@users.noreply.github.com"
+          git config --local user.name "github-actions[bot]"
+          git add docs/ README.md README_CN.md
+          git diff --staged --quiet || git commit -m "chore: update community stats - ${{ steps.check_changes.outputs.change_reason }}"
+          git push

.github/workflows/publish_new_plugin.yml

@@ -0,0 +1,68 @@
+name: Publish New Plugin
+
+on:
+  workflow_dispatch:
+    inputs:
+      plugin_dir:
+        description: 'Plugin directory (e.g., plugins/actions/deep-dive)'
+        required: true
+        type: string
+      dry_run:
+        description: 'Dry run mode (preview only)'
+        required: false
+        type: boolean
+        default: false
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.x'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install requests
+
+      - name: Validate plugin directory
+        run: |
+          if [ ! -d "${{ github.event.inputs.plugin_dir }}" ]; then
+            echo "❌ Error: Directory '${{ github.event.inputs.plugin_dir }}' does not exist"
+            exit 1
+          fi
+          echo "✅ Found plugin directory: ${{ github.event.inputs.plugin_dir }}"
+          ls -la "${{ github.event.inputs.plugin_dir }}"
+
+      - name: Publish Plugin
+        env:
+          OPENWEBUI_API_KEY: ${{ secrets.OPENWEBUI_API_KEY }}
+        run: |
+          if [ "${{ github.event.inputs.dry_run }}" = "true" ]; then
+            echo "🔍 Dry run mode - previewing..."
+            python scripts/publish_plugin.py --new "${{ github.event.inputs.plugin_dir }}" --dry-run
+          else
+            echo "🚀 Publishing plugin..."
+            python scripts/publish_plugin.py --new "${{ github.event.inputs.plugin_dir }}"
+          fi
+
+      - name: Commit changes (if ID was added)
+        if: ${{ github.event.inputs.dry_run != 'true' }}
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+          
+          # Check if there are changes to commit
+          if git diff --quiet; then
+            echo "No changes to commit"
+          else
+            git add "${{ github.event.inputs.plugin_dir }}"
+            git commit -m "feat: add openwebui_id to ${{ github.event.inputs.plugin_dir }}"
+            git push
+            echo "✅ Committed and pushed openwebui_id changes"
+          fi

.github/workflows/publish_plugin.yml

@@ -0,0 +1,34 @@
+name: Publish Plugins to OpenWebUI Market
+
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - 'plugins/**/*.py'
+      - '!plugins/debug/**'
+  release:
+    types: [published]
+  workflow_dispatch:
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.x'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install requests
+
+      - name: Publish Plugins
+        env:
+          OPENWEBUI_API_KEY: ${{ secrets.OPENWEBUI_API_KEY }}
+        run: python scripts/publish_plugin.py

.github/workflows/release.yml

@@ -1,8 +1,6 @@
-# GitHub Actions Workflow for Plugin Release
-# 插件发布工作流
+# Plugin Release Workflow
 #
 # This workflow automates the release process for OpenWebUI plugins.
-# 此工作流自动化 OpenWebUI 插件的发布流程。
 #
 # Triggers:
 # - Push to main branch when plugins are modified (auto-release)
@@ -15,7 +13,7 @@
 # 3. Creates a GitHub Release with plugin files as downloadable assets
 # 4. Supports multiple plugin updates in a single release
 
-name: Plugin Release / 插件发布
+name: Plugin Release
 
 on:
   # Auto-trigger on push to main when plugins are modified
@@ -54,6 +52,9 @@ permissions:
 jobs:
   check-changes:
     runs-on: ubuntu-latest
+    env:
+      LANG: en_US.UTF-8
+      LC_ALL: en_US.UTF-8
     outputs:
       has_changes: ${{ steps.detect.outputs.has_changes }}
       changed_plugins: ${{ steps.detect.outputs.changed_plugins }}
@@ -65,6 +66,12 @@ jobs:
         with:
           fetch-depth: 0
 
+      - name: Configure Git
+        run: |
+          git config --global core.quotepath false
+          git config --global i18n.commitencoding utf-8
+          git config --global i18n.logoutputencoding utf-8
+
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
@@ -131,6 +138,7 @@ jobs:
             
             echo "changed_plugins<<EOF" >> $GITHUB_OUTPUT
             cat changed_files.txt >> $GITHUB_OUTPUT
+            echo "" >> $GITHUB_OUTPUT
             echo "EOF" >> $GITHUB_OUTPUT
           fi
           
@@ -138,6 +146,7 @@ jobs:
           {
             echo 'release_notes<<EOF'
             cat changes.md
+            echo ""
             echo 'EOF'
           } >> $GITHUB_OUTPUT
 
@@ -145,6 +154,10 @@ jobs:
     needs: check-changes
     if: needs.check-changes.outputs.has_changes == 'true' || github.event_name == 'workflow_dispatch' || startsWith(github.ref, 'refs/tags/v')
     runs-on: ubuntu-latest
+    env:
+      LANG: en_US.UTF-8
+      LC_ALL: en_US.UTF-8
+
     
     steps:
       - name: Checkout repository
@@ -152,6 +165,12 @@ jobs:
         with:
           fetch-depth: 0
 
+      - name: Configure Git
+        run: |
+          git config --global core.quotepath false
+          git config --global i18n.commitencoding utf-8
+          git config --global i18n.logoutputencoding utf-8
+
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
@@ -159,14 +178,34 @@ jobs:
 
       - name: Determine version
         id: version
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
           if [ "${{ github.event_name }}" = "workflow_dispatch" ] && [ -n "${{ github.event.inputs.version }}" ]; then
             VERSION="${{ github.event.inputs.version }}"
           elif [[ "${{ github.ref }}" == refs/tags/v* ]]; then
             VERSION="${GITHUB_REF#refs/tags/}"
           else
-            # Auto-generate version based on date and run number
-            VERSION="v$(date +'%Y.%m.%d')-${{ github.run_number }}"
+            # Auto-generate version based on date and daily release count
+            TODAY=$(date +'%Y.%m.%d')
+            TODAY_PREFIX="v${TODAY}-"
+            
+            # Count existing releases with today's date prefix
+            # grep -c returns 1 if count is 0, so we use || true to avoid script failure
+            EXISTING_COUNT=$(gh release list --limit 100 2>/dev/null | grep -c "^${TODAY_PREFIX}" || true)
+            
+            # Clean up output (handle potential newlines or fallback issues)
+            EXISTING_COUNT=$(echo "$EXISTING_COUNT" | tr -cd '0-9')
+            if [ -z "$EXISTING_COUNT" ]; then EXISTING_COUNT=0; fi
+            
+            NEXT_NUM=$((EXISTING_COUNT + 1))
+            
+            VERSION="${TODAY_PREFIX}${NEXT_NUM}"
+            
+            # Final fallback to ensure VERSION is never empty
+            if [ -z "$VERSION" ]; then
+              VERSION="v$(date +'%Y.%m.%d-%H%M%S')"
+            fi
           fi
           echo "version=$VERSION" >> $GITHUB_OUTPUT
           echo "Release version: $VERSION"
@@ -205,6 +244,63 @@ jobs:
           echo "=== Collected Files ==="
           find release_plugins -name "*.py" -type f | head -20
 
+      - name: Update plugin icon URLs
+        run: |
+          echo "Updating icon_url in plugins to use absolute GitHub URLs..."
+          # Base URL for raw content using the release tag
+          REPO_URL="https://raw.githubusercontent.com/${{ github.repository }}/${{ steps.version.outputs.version }}"
+          
+          find release_plugins -name "*.py" | while read -r file; do
+            # $file is like release_plugins/plugins/actions/infographic/infographic.py
+            # Remove release_plugins/ prefix to get the path in the repo
+            src_file="${file#release_plugins/}"
+            src_dir=$(dirname "$src_file")
+            base_name=$(basename "$src_file" .py)
+            
+            # Check if a corresponding png exists in the source repository
+            png_file="${src_dir}/${base_name}.png"
+            
+            if [ -f "$png_file" ]; then
+              echo "Found icon for $src_file: $png_file"
+              TARGET_ICON_URL="${REPO_URL}/${png_file}"
+              
+              # Use python for safe replacement
+              python3 -c "
+          import sys
+          import re
+          
+          file_path = '$file'
+          icon_url = '$TARGET_ICON_URL'
+          
+          try:
+              with open(file_path, 'r', encoding='utf-8') as f:
+                  content = f.read()
+              
+              # Replace icon_url: ... with new url
+              # Matches 'icon_url: ...' and replaces it
+              new_content = re.sub(r'^icon_url:.*$', f'icon_url: {icon_url}', content, flags=re.MULTILINE)
+              
+              with open(file_path, 'w', encoding='utf-8') as f:
+                  f.write(new_content)
+              print(f'Successfully updated icon_url in {file_path}')
+          except Exception as e:
+              print(f'Error updating {file_path}: {e}', file=sys.stderr)
+              sys.exit(1)
+          "
+            fi
+          done
+
+      - name: Debug Filenames
+        run: |
+          python3 -c "import sys; print(f'Filesystem encoding: {sys.getfilesystemencoding()}')"
+          ls -R release_plugins
+
+      - name: Upload Debug Artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: debug-plugins
+          path: release_plugins/
+
       - name: Get commit messages
         id: commits
         if: github.event_name == 'push'
@@ -220,20 +316,20 @@ jobs:
           {
             echo 'commits<<EOF'
             echo "$COMMITS"
+            echo ""
             echo 'EOF'
-          } >> $GITHUB_OUTPUT
+          } >> "$GITHUB_OUTPUT"
 
       - name: Generate release notes
         id: notes
+        env:
+          VERSION: ${{ steps.version.outputs.version }}
+          TITLE: ${{ github.event.inputs.release_title }}
+          NOTES: ${{ github.event.inputs.release_notes }}
+          DETECTED_CHANGES: ${{ needs.check-changes.outputs.release_notes }}
+          COMMITS: ${{ steps.commits.outputs.commits }}
         run: |
-          VERSION="${{ steps.version.outputs.version }}"
-          TITLE="${{ github.event.inputs.release_title }}"
-          NOTES="${{ github.event.inputs.release_notes }}"
-          DETECTED_CHANGES="${{ needs.check-changes.outputs.release_notes }}"
-          COMMITS="${{ steps.commits.outputs.commits }}"
-          
-          echo "# ${VERSION} Release / 发布" > release_notes.md
-          echo "" >> release_notes.md
+          > release_notes.md
           
           if [ -n "$TITLE" ]; then
             echo "## $TITLE" >> release_notes.md
@@ -241,21 +337,21 @@ jobs:
           fi
           
           if [ -n "$DETECTED_CHANGES" ] && ! echo "$DETECTED_CHANGES" | grep -q "No changes detected"; then
-            echo "## What's Changed / 更新内容" >> release_notes.md
+            echo "## What's Changed" >> release_notes.md
             echo "" >> release_notes.md
             echo "$DETECTED_CHANGES" >> release_notes.md
             echo "" >> release_notes.md
           fi
           
           if [ -n "$COMMITS" ]; then
-            echo "## Commits / 提交记录" >> release_notes.md
+            echo "## Commits" >> release_notes.md
             echo "" >> release_notes.md
             echo "$COMMITS" >> release_notes.md
             echo "" >> release_notes.md
           fi
           
           if [ -n "$NOTES" ]; then
-            echo "## Additional Notes / 附加说明" >> release_notes.md
+            echo "## Additional Notes" >> release_notes.md
             echo "" >> release_notes.md
             echo "$NOTES" >> release_notes.md
             echo "" >> release_notes.md
@@ -265,11 +361,11 @@ jobs:
           
           cat >> release_notes.md << 'EOF'
           
-          ## Download / 下载
+          ## Download
           
-          📦 **Download the updated plugin files below** / 请在下方下载更新的插件文件
+          📦 **Download the updated plugin files below**
           
-          ### Installation / 安装
+          ### Installation
           
           #### From OpenWebUI Community
           1. Open OpenWebUI Admin Panel
@@ -277,7 +373,7 @@ jobs:
           3. Search for the plugin name
           4. Click Install
           
-          #### Manual Installation / 手动安装
+          #### Manual Installation
           1. Download the plugin file (`.py`) from the assets below
           2. Open OpenWebUI Admin Panel → Functions
           3. Click "Create Function" → Import
@@ -285,26 +381,58 @@ jobs:
           
           ---
           
-          📚 [Documentation / 文档](https://fu-jie.github.io/awesome-openwebui/)
-          🐛 [Report Issues / 报告问题](https://github.com/Fu-Jie/awesome-openwebui/issues)
+          📚 [Documentation](https://fu-jie.github.io/openwebui-extensions/)
+          🐛 [Report Issues](https://github.com/Fu-Jie/openwebui-extensions/issues)
           EOF
           
           echo "=== Release Notes ==="
           cat release_notes.md
 
+      - name: Create Git Tag
+        run: |
+          VERSION="${{ steps.version.outputs.version }}"
+          
+          if [ -z "$VERSION" ]; then
+            echo "Error: Version is empty!"
+            exit 1
+          fi
+          
+          if ! git rev-parse "$VERSION" >/dev/null 2>&1; then
+            echo "Creating tag $VERSION"
+            git tag "$VERSION"
+            git push origin "$VERSION"
+          else
+            echo "Tag $VERSION already exists"
+          fi
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
       - name: Create GitHub Release
         uses: softprops/action-gh-release@v2
         with:
           tag_name: ${{ steps.version.outputs.version }}
+          target_commitish: ${{ github.sha }}
           name: ${{ github.event.inputs.release_title || steps.version.outputs.version }}
           body_path: release_notes.md
           prerelease: ${{ github.event.inputs.prerelease || false }}
+          make_latest: true
           files: |
             plugin_versions.json
-            release_plugins/**/*.py
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
+      - name: Upload Release Assets
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          # Check if there are any .py files to upload
+          if [ -d release_plugins ] && [ -n "$(find release_plugins -type f -name '*.py' 2>/dev/null)" ]; then
+            echo "Uploading plugin files..."
+            find release_plugins -type f -name "*.py" -print0 | xargs -0 gh release upload ${{ steps.version.outputs.version }} --clobber
+          else
+            echo "No plugin files to upload. Skipping asset upload."
+          fi
+
       - name: Summary
         run: |
           echo "## 🚀 Release Created Successfully!" >> $GITHUB_STEP_SUMMARY

.gitignore

@@ -139,3 +139,4 @@ logs/
 
 # OpenWebUI specific
 # Add any specific ignores for OpenWebUI plugins if needed
+.git-worktrees/

.markdownlint.json

@@ -0,0 +1,7 @@
+{
+    "default": true,
+    "MD013": false,
+    "MD033": false,
+    "MD030": false,
+    "MD051": false
+}

CONTRIBUTING.md

@@ -1,87 +1,16 @@
-# 贡献指南 (Contributing Guide)
+# Contributing Guide
 
-感谢你对 **OpenWebUI Extras** 感兴趣！我们非常欢迎社区贡献更多的插件、提示词和创意。
+Thank you for your interest in **OpenWebUI Extensions**!
 
-## 🤝 如何贡献
+## 🚀 How to Contribute
 
-### 1. 分享提示词 (Prompts)
+1. **Fork** this repository.
+2. **Add/Modify** the plugin file in the `plugins/` directory.
+3. **Submit PR**: We will review and merge it.
 
-如果你有一个好用的提示词：
-1. 在 `prompts/` 目录下找到合适的分类（如 `coding/`, `writing/`）。如果没有合适的，可以新建一个文件夹。
-2. 创建一个新的 `.md` 或 `.json` 文件。
-3. 提交 Pull Request (PR)。
+## 💡 Important
 
-### 2. 开发插件 (Plugins)
+- Ensure your plugin includes complete metadata (title, author, version, description).
+- If updating an existing plugin, please **increment the version number** (e.g., `0.1.0` -> `0.1.1`) to trigger the auto-update.
 
-如果你开发了一个新的 OpenWebUI 插件 (Function/Tool)：
-1. 确保你的插件代码包含完整的元数据（Frontmatter）：
-   ```python
-   """
-   title: 插件名称
-   author: 你的名字
-   version: 0.1.0
-   description: 简短描述插件的功能
-   """
-   ```
-2. 将插件文件放入 `plugins/` 目录下的合适位置：
-   - `plugins/actions/`: 用于添加按钮或修改消息的 Action 插件。
-   - `plugins/filters/`: 用于拦截请求或响应的 Filter 插件。
-   - `plugins/pipes/`: 用于自定义模型或 API 的 Pipe 插件。
-   - `plugins/tools/`: 用于 LLM 调用的 Tool 插件。
-3. 建议在 `docs/` 下添加一个简单的使用说明。
-
-### 3. 改进文档
-
-如果你发现文档有错误或可以改进的地方，直接提交 PR 即可。
-
-## 🛠️ 开发规范
-
-- **代码风格**：Python 代码请遵循 PEP 8 规范。
-- **注释**：关键逻辑请添加注释，方便他人理解。
-- **测试**：提交前请在本地 OpenWebUI 环境中测试通过。
-
-## 📝 提交 PR
-
-1. Fork 本仓库。
-2. 创建一个新的分支 (`git checkout -b feature/AmazingFeature`)。
-3. 提交你的修改 (`git commit -m 'Add some AmazingFeature'`)。
-4. 推送到分支 (`git push origin feature/AmazingFeature`)。
-5. 开启一个 Pull Request。
-
-## 📦 版本更新与发布
-
-当你更新插件时，请遵循以下流程：
-
-### 1. 更新版本号
-
-在插件文件的 docstring 中更新版本号（遵循[语义化版本](https://semver.org/lang/zh-CN/)）：
-
-```python
-"""
-title: 我的插件
-version: 0.2.0  # 更新此处
-...
-"""
-```
-
-### 2. 更新更新日志
-
-在 `CHANGELOG.md` 的 `[Unreleased]` 部分添加你的更改：
-
-```markdown
-### Added / 新增
-- 新功能描述
-
-### Fixed / 修复
-- Bug 修复描述
-```
-
-### 3. 发布流程
-
-维护者会通过以下方式发布新版本：
-- 手动触发 GitHub Actions 中的 "Plugin Release" 工作流
-- 或创建版本标签 (`v*`)
-
-详细说明请参阅 [发布工作流文档](docs/release-workflow.zh.md)。
-
-再次感谢你的贡献！🚀
+Thank you! 🚀

CONTRIBUTING_CN.md

@@ -0,0 +1,16 @@
+# 贡献指南
+
+感谢你对 **OpenWebUI Extensions** 感兴趣！
+
+## 🚀 贡献流程
+
+1. **Fork** 本仓库。
+2. **修改/添加** `plugins/` 目录下的插件文件。
+3. **提交 PR**: 我们会尽快审核并合并。
+
+## 💡 注意事项
+
+- 请确保插件包含完整的元数据（title, author, version, description）。
+- 如果是更新已有插件，请记得**增加版本号**（如 `0.1.0` -> `0.1.1`），这样系统会自动同步更新。
+
+再次感谢你的贡献！🚀

GEMINI.md

@@ -0,0 +1,157 @@
+# OpenWebUI Extensions — Gemini CLI Project Context
+
+> This file is loaded automatically by Gemini CLI as project-level instructions.
+> Full engineering spec: `.github/copilot-instructions.md`
+
+---
+
+## Project Overview
+
+**openwebui-extensions** is a collection of OpenWebUI plugins authored by Fu-Jie.
+
+Repository: `https://github.com/Fu-Jie/openwebui-extensions`
+
+Plugin types: `actions` / `filters` / `pipes` / `pipelines` / `tools`
+
+---
+
+## Non-Negotiable Rules
+
+1. **No auto-commit.** Never run `git commit`, `git push`, or `gh pr create` unless the user says "发布" / "release" / "commit it". Default output = local file changes only.
+2. **No silent failures.** All errors must surface via `__event_emitter__` notification or backend `logging`.
+3. **No hardcoded model IDs.** Default to the current conversation model; let `Valves` override.
+4. **Chinese responses.** Reply in Simplified Chinese for all planning, explanations, and status summaries. English only for code, commit messages, and docstrings.
+
+---
+
+## Plugin File Contract
+
+Every plugin MUST be a **single-file i18n** Python module:
+
+```text
+plugins/{type}/{name}/{name}.py   ← single source file, built-in i18n
+plugins/{type}/{name}/README.md   ← English docs
+plugins/{type}/{name}/README_CN.md ← Chinese docs
+```
+
+### Docstring (required fields)
+
+```python
+"""
+title: Plugin Display Name
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/openwebui-extensions
+funding_url: https://github.com/open-webui
+version: 0.1.0
+description: One-line description.
+"""
+```
+
+### Required patterns
+
+- `Valves(BaseModel)` with `UPPER_SNAKE_CASE` fields
+- `_get_user_context(__user__)` — never access `__user__` directly
+- `_get_chat_context(body, __metadata__)` — never infer IDs ad-hoc
+- `_emit_status(emitter, msg, done)` / `_emit_notification(emitter, content, type)`
+- Async I/O only — wrap sync calls with `asyncio.to_thread`
+- `logging` for backend logs — no bare `print()` in production
+
+---
+
+## Antigravity Development Rules
+
+When the user invokes antigravity mode (high-speed iteration), enforce these safeguards automatically:
+
+| Rule | Detail |
+|------|--------|
+| Small reversible edits | One logical change per file per operation |
+| Timeout guards | `asyncio.wait_for(..., timeout=2.0)` on all `__event_call__` JS executions |
+| Path sandbox | Verify every workspace path stays inside the repo root before read/write |
+| Source Sensing | Use `source-code-analyzer` skill for `../open-webui`, `../copilot-sdk` etc. `git pull` before analysis. |
+| External Auth  | **AUTHORIZED** to read (RO) from specified external paths (open-webui, copilot-sdk, etc.) for analysis. |
+| Fallback chains | API upload → DB + local copy; never a single point of failure |
+| Progressive status | `status(done=False)` at start, `status(done=True)` on end, `notification(error)` on failure |
+| Validate before emit | Check `emitter is not None` before every `await emitter(...)` |
+
+---
+
+## File Creation & Delivery Protocol (3-Step)
+
+1. `local write` — create artifact inside workspace scope
+2. `publish_file_from_workspace(filename='...')` — migrate to OpenWebUI storage (S3-compatible)
+3. Return `/api/v1/files/{id}/content` download link in Markdown
+
+Set `skip_rag=true` metadata on generated downloadable artifacts.
+
+---
+
+## Copilot SDK Tool Definition (critical)
+
+```python
+from pydantic import BaseModel, Field
+from copilot import define_tool
+
+class MyToolParams(BaseModel):
+    query: str = Field(..., description="Search query")
+
+my_tool = define_tool(
+    name="my_tool",
+    description="...",
+    params_type=MyToolParams,   # REQUIRED — prevents empty schema hallucination
+)(async_impl_fn)
+```
+
+---
+
+## Streaming Output Format (OpenWebUI 0.8.x)
+
+- Reasoning: `<think>\n...\n</think>\n` — close BEFORE normal content or tool cards
+- Tool cards: `<details type="tool_calls" id="..." name="..." arguments="&quot;...&quot;" result="&quot;...&quot;" done="true">\n<summary>Tool Executed</summary>\n</details>\n\n`
+- Escape ALL `"` inside `arguments`/`result` attributes as `&quot;`
+- Status events via `__event_emitter__` — do NOT pollute the content stream with debug text
+
+---
+
+## Documentation Sync (when changing a plugin)
+
+Must update ALL of these or the PR check fails:
+
+1. `plugins/{type}/{name}/{name}.py` — version in docstring
+2. `plugins/{type}/{name}/README.md` — version, What's New
+3. `plugins/{type}/{name}/README_CN.md` — same
+4. `docs/plugins/{type}/{name}.md` — mirror README
+5. `docs/plugins/{type}/{name}.zh.md` — mirror README_CN
+6. `docs/plugins/{type}/index.md` — version badge
+7. `docs/plugins/{type}/index.zh.md` — version badge
+
+---
+
+## i18n & Language Standards
+
+1. **Alignment**: Keep the number of supported languages in `TRANSLATIONS` consistent with major plugins (e.g., `smart-mind-map`).
+2. **Supported Languages**: en-US, zh-CN, zh-HK, zh-TW, ko-KR, ja-JP, fr-FR, de-DE, es-ES, it-IT, vi-VN, id-ID.
+3. **Fallback Map**: Must include variant redirects (e.g., `es-MX` -> `es-ES`, `fr-CA` -> `fr-FR`).
+4. **Tooltips**: All `description` fields in `Valves` must be **English only** to maintain clean UI.
+
+---
+
+## Commit Message Format
+
+```text
+type(scope): brief English description
+
+- Key change 1
+- Key change 2
+```
+
+Types: `feat` / `fix` / `docs` / `refactor` / `chore`
+Scope: plugin folder name (e.g., `github-copilot-sdk`)
+
+---
+
+## Full Reference
+
+`.github/copilot-instructions.md` — complete engineering specification (1000+ lines)
+`.agent/workflows/plugin-development.md` — step-by-step development workflow
+`.agent/rules/antigravity.md` — antigravity mode detailed rules
+`docs/development/copilot-engineering-plan.md` — design baseline

README.md

@@ -1,43 +1,131 @@
-# OpenWebUI Extras
+# OpenWebUI Extensions
+<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
+[![All Contributors](https://img.shields.io/badge/all_contributors-5-orange.svg?style=flat-square)](#contributors-)
+<!-- ALL-CONTRIBUTORS-BADGE:END -->
 
 English | [中文](./README_CN.md)
 
 A collection of enhancements, plugins, and prompts for [OpenWebUI](https://github.com/open-webui/open-webui), developed and curated for personal use to extend functionality and improve experience.
 
-[Contributing](./CONTRIBUTING.md)
+<!-- STATS_START -->
+## 📊 Community Stats
+>
+> ![updated](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_updated.json&style=flat)
+
+| 👤 Author | 👥 Followers | ⭐ Points | 🏆 Contributions |
+| :---: | :---: | :---: | :---: |
+| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | ![followers](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_followers.json&style=flat) | ![points](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_points.json&style=flat) | ![contributions](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_contributions.json&style=flat) |
+
+| 📝 Posts | ⬇️ Downloads | 👁️ Views | 👍 Upvotes | 💾 Saves |
+| :---: | :---: | :---: | :---: | :---: |
+| ![posts](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_posts.json&style=flat) | ![downloads](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_downloads.json&style=flat) | ![views](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_views.json&style=flat) | ![upvotes](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_upvotes.json&style=flat) | ![saves](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_saves.json&style=flat) |
+
+### 🔥 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) | ![p1_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_version.json&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--22-gray?style=flat) |
+| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | ![p2_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_version.json&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) | ![p3_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_version.json&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--02--24-gray?style=flat) |
+| 4️⃣ | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![p4_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_version.json&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) | ![p5_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_version.json&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--02--21-gray?style=flat) |
+| 6️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | ![p6_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_version.json&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--02--13-gray?style=flat) |
+
+### 🛠️ Actively Developed Projects
+
+| Status | Plugin | Version | Downloads | Views | 📅 Updated |
+| :---: | :--- | :---: | :---: | :---: | :---: |
+| 🆕 | [GitHub Copilot SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | ![v](https://img.shields.io/badge/v-0.8.0-blue?style=flat) | ![copilot_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_dl.json&style=flat) | ![copilot_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--25-blue?style=flat) |
+
+### 📈 Total Downloads Trend
+
+![Activity](https://gist.githubusercontent.com/Fu-Jie/db3d95687075a880af6f1fba76d679c6/raw/chart.svg)
+
+*See full stats and charts in [Community Stats Report](./docs/community-stats.md)*
+<!-- STATS_END -->
+
+## 🌟 Star Features
+
+### 1. [GitHub Copilot SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4)
+
+**The ultimate Agent for OpenWebUI.** Supports native code execution (Python/Pandas), raw file analysis, and interactive artifacts.
+> [!TIP]
+> **No GitHub Copilot subscription required!** Supports **BYOK (Bring Your Own Key)** mode using your own OpenAI/Anthropic API keys.
+
+#### 🌟 Featured Real-World Cases
+
+- **[GitHub Star Forecasting](./docs/plugins/pipes/star-prediction-example.md)**: Automatically parsing CSV data, writing analysis scripts, and generating interactive growth dashboards.
+- **[Video Optimization](./docs/plugins/pipes/video-processing-example.md)**: Direct control of system-level tools (FFmpeg) to accelerate and compress media with professional color optimization.
+
+### 2. [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a)
+
+**Experience interactive thinking.** Seamlessly transforms complex chat sessions into structured, clickable mind maps for better visual modeling and rapid idea extraction.
+
+### 3. [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/smart_infographic_ad6f0c7f)
+
+**Professional data storytelling.** Converts raw information into sleek, boardroom-ready infographics powered by AntV, perfect for summarizing long-form content instantly.
+
+### 4. [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315)
+
+**High-fidelity reporting.** Export conversation history into professionally formatted Word documents with preserved headers, code blocks, and math formulas.
+
+### 5. [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/async_context_compression_b1655bc8)
+
+**Maximize your context window.** Intelligently compresses chat history using LLM logic to save tokens and costs while maintaining a high-quality reasoning chain.
 
 ## 📦 Project Contents
 
-### 🧩 Plugins
+<!-- markdownlint-disable MD033 -->
+<details>
+<summary><b>🧩 Plugins (Actions, Filters, Pipes, Pipelines)</b></summary>
 
 Located in the `plugins/` directory, containing Python-based enhancements:
 
-#### Actions
+### Actions
+
 - **Smart Mind Map** (`smart-mind-map`): Generates interactive mind maps from text.
 - **Smart Infographic** (`infographic`): Transforms text into professional infographics using AntV.
-- **Knowledge Card** (`knowledge-card`): Creates beautiful flashcards for learning.
+- **Flash Card** (`flash-card`): Quickly generates beautiful flashcards for learning.
+- **Deep Dive** (`deep-dive`): A comprehensive thinking lens that dives deep into any content.
 - **Export to Excel** (`export_to_excel`): Exports chat history to Excel files.
 - **Export to Word** (`export_to_docx`): Exports chat history to Word documents.
-- **Summary** (`summary`): Text summarization tool.
 
-#### Filters
+### Filters
+
+- **GitHub Copilot SDK Files Filter** (`github_copilot_sdk_files_filter`): Essential companion for Copilot SDK. Bypasses RAG to ensure full file accessibility for Agents.
+- **Web Gemini Multimodal Filter** (`web_gemini_multimodel_filter`): Adds multimodal capabilities (PDF, Video, Office) to any model with intelligent routing.
 - **Async Context Compression** (`async-context-compression`): Optimizes token usage via context compression.
 - **Context Enhancement** (`context_enhancement_filter`): Enhances chat context.
-- **Gemini Manifold Companion** (`gemini_manifold_companion`): Companion filter for Gemini Manifold.
+- **Folder Memory** (`folder-memory`): Automatically extracts project rules from conversations and injects them into the folder's system prompt.
+- **Markdown Normalizer** (`markdown_normalizer`): Fixes common Markdown formatting issues in LLM outputs.
 
+### Pipes
 
-#### Pipes
-- **Gemini Manifold** (`gemini_mainfold`): Pipeline for Gemini model integration.
+- **GitHub Copilot SDK** (`github-copilot-sdk`): Official GitHub Copilot SDK integration. Supports dynamic models (GPT-4o, Claude 3.5, o1), multi-turn conversation, streaming, and infinite sessions.
+
+### Pipelines
 
-#### Pipelines
 - **MoE Prompt Refiner** (`moe_prompt_refiner`): Refines prompts for Mixture of Experts (MoE) summary requests to generate high-quality comprehensive reports.
 
-### 🎯 Prompts
+</details>
+<!-- markdownlint-enable MD033 -->
 
-Located in the `prompts/` directory, containing fine-tuned System Prompts:
+<!-- markdownlint-disable MD033 -->
+<details>
+<summary><b>🎯 Prompts (System Prompts for various roles)</b></summary>
 
-- **Coding**: Programming assistance prompts.
-- **Marketing**: Marketing and copywriting prompts.
+System Prompts are managed in the `docs/prompts/` directory:
+
+- **[Prompt Library](./docs/prompts/library.md)**: A curated collection of fine-tuned prompts for Coding, Marketing, and Analysis.
+
+</details>
+<!-- markdownlint-enable MD033 -->
+
+## 🛠️ Extensions
+
+Standalone frontend extensions to supercharge your Open WebUI:
+
+- **[Open WebUI Prompt Plus](https://github.com/Fu-Jie/open-webui-prompt-plus)**: An all-in-one prompt management suite featuring AI-powered prompt generation, spotlight-style quick search, and advanced category organization.
 
 ## 📖 Documentation
 
@@ -60,14 +148,49 @@ This project is a collection of resources and does not require a Python environm
 
 ### Using Plugins
 
-1. Browse the `/plugins` directory and download the plugin file (`.py`) you need.
-2. Go to OpenWebUI **Admin Panel** -> **Settings** -> **Plugins**.
-3. Click the upload button and select the `.py` file you just downloaded.
-4. Once uploaded, refresh the page to enable the plugin in your chat settings or toolbar.
+1. **Install from OpenWebUI Community (Recommended)**:
+   - Visit my profile: [Fu-Jie's Profile](https://openwebui.com/u/Fu-Jie)
+   - Browse the plugins and select the one you like.
+   - Click "Get" to import it directly into your OpenWebUI instance.
+
+2. **Manual Installation**:
+   - Browse the `/plugins` directory and download the plugin file (`.py`) you need.
+   - Go to OpenWebUI **Admin Panel** -> **Settings** -> **Plugins**.
+   - 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.
 
 ### Contributing
 
 If you have great prompts or plugins to share:
+
 1. Fork this repository.
 2. Add your files to the appropriate `prompts/` or `plugins/` directory.
 3. Submit a Pull Request.
+
+[Contributing](./CONTRIBUTING.md)
+
+## Contributors ✨
+
+Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):
+
+<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
+<!-- prettier-ignore-start -->
+<!-- markdownlint-disable -->
+<table>
+  <tbody>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/rbb-dev"><img src="https://avatars.githubusercontent.com/u/37469229?v=4?s=100" width="100px;" alt="rbb-dev"/><br /><sub><b>rbb-dev</b></sub></a><br /><a href="#ideas-rbb-dev" title="Ideas, Planning, & Feedback">🤔</a> <a href="https://github.com/Fu-Jie/openwebui-extensions/commits?author=rbb-dev" title="Code">💻</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://trade.xyz/?ref=BZ1RJRXWO"><img src="https://avatars.githubusercontent.com/u/7317522?v=4?s=100" width="100px;" alt="Raxxoor"/><br /><sub><b>Raxxoor</b></sub></a><br /><a href="https://github.com/Fu-Jie/openwebui-extensions/issues?q=author%3Adhaern" title="Bug reports">🐛</a> <a href="#ideas-dhaern" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/i-iooi-i"><img src="https://avatars.githubusercontent.com/u/1827701?v=4?s=100" width="100px;" alt="ZOLO"/><br /><sub><b>ZOLO</b></sub></a><br /><a href="https://github.com/Fu-Jie/openwebui-extensions/issues?q=author%3Ai-iooi-i" title="Bug reports">🐛</a> <a href="#ideas-i-iooi-i" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://perso.crans.org/grande/"><img src="https://avatars.githubusercontent.com/u/469017?v=4?s=100" width="100px;" alt="Johan Grande"/><br /><sub><b>Johan Grande</b></sub></a><br /><a href="#ideas-nahoj" title="Ideas, Planning, & Feedback">🤔</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/abaroni"><img src="https://avatars.githubusercontent.com/u/21365486?v=4?s=100" width="100px;" alt="Alessandro Baroni"/><br /><sub><b>Alessandro Baroni</b></sub></a><br /><a href="#ideas-abaroni" title="Ideas, Planning, & Feedback">🤔</a></td>
+    </tr>
+  </tbody>
+</table>
+
+<!-- markdownlint-restore -->
+<!-- prettier-ignore-end -->
+
+<!-- ALL-CONTRIBUTORS-LIST:END -->
+
+This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!

README_CN.md

@@ -1,100 +1,147 @@
-# OpenWebUI Extras
+# OpenWebUI Extensions
 
 [English](./README.md) | 中文
 
-OpenWebUI 增强功能集合。包含个人开发与收集的### 🧩 插件 (Plugins)
+OpenWebUI 增强功能集合。包含个人开发与收集的插件、提示词等资源。
 
-位于 `plugins/` 目录，包含各类 Python 编写的功能增强插件：
+<!-- STATS_START -->
+## 📊 社区统计
+>
+> ![updated_zh](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_updated_zh.json&style=flat)
 
-#### Actions (交互增强)
-- **Smart Mind Map** (`smart-mind-map`): 智能分析文本并生成交互式思维导图。
-- **Smart Infographic** (`infographic`): 基于 AntV 的智能信息图生成工具。
-- **Knowledge Card** (`knowledge-card`): 快速生成精美的学习记忆卡片。
-- **Export to Excel** (`export_to_excel`): 将对话内容导出为 Excel 文件。
-- **Export to Word** (`export_to_docx`): 将对话内容导出为 Word 文档。
-- **Summary** (`summary`): 文本摘要生成工具。
+| 👤 作者 | 👥 粉丝 | ⭐ 积分 | 🏆 贡献 |
+| :---: | :---: | :---: | :---: |
+| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | ![followers](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_followers.json&style=flat) | ![points](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_points.json&style=flat) | ![contributions](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_contributions.json&style=flat) |
 
-#### Filters (消息处理)
-- **Async Context Compression** (`async-context-compression`): 异步上下文压缩，优化 Token 使用。
-- **Context Enhancement** (`context_enhancement_filter`): 上下文增强过滤器。
-- **Gemini Manifold Companion** (`gemini_manifold_companion`): Gemini Manifold 配套增强。
+| 📝 发布 | ⬇️ 下载 | 👁️ 浏览 | 👍 点赞 | 💾 收藏 |
+| :---: | :---: | :---: | :---: | :---: |
+| ![posts](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_posts.json&style=flat) | ![downloads](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_downloads.json&style=flat) | ![views](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_views.json&style=flat) | ![upvotes](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_upvotes.json&style=flat) | ![saves](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_saves.json&style=flat) |
 
+### 🔥 热门插件 Top 6
 
-#### Pipes (模型管道)
-- **Gemini Manifold** (`gemini_mainfold`): 集成 Gemini 模型的管道。
+| 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) | ![p1_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p1_version.json&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--22-gray?style=flat) |
+| 🥈 | [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | ![p2_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p2_version.json&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) | ![p3_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p3_version.json&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--02--24-gray?style=flat) |
+| 4️⃣ | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![p4_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p4_version.json&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) | ![p5_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p5_version.json&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--02--21-gray?style=flat) |
+| 6️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | ![p6_version](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_p6_version.json&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--02--13-gray?style=flat) |
 
-#### Pipelines (工作流管道)
-- **MoE Prompt Refiner** (`moe_prompt_refiner`): 优化多模型 (MoE) 汇总请求的提示词，生成高质量的综合报告。
+### 🛠️ 积极开发的项目
 
-### 🎯 提示词 (Prompts)
+| 状态 | 插件 | 版本 | 下载 | 浏览 | 📅 更新 |
+| :---: | :--- | :---: | :---: | :---: | :---: |
+| 🆕 | [GitHub Copilot SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | ![v](https://img.shields.io/badge/v-0.8.0-blue?style=flat) | ![copilot_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_dl.json&style=flat) | ![copilot_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_aef940e01073e811a311c3a443d9c149_vw.json&style=flat) | ![updated](https://img.shields.io/badge/2026--02--25-blue?style=flat) |
 
-位于 `prompts/` 目录，包含精心调优的 System Prompts：
+### 📈 总下载量累计趋势
 
-- **Coding**: 编程辅助类提示词。
-- **Marketing**: 营销文案类提示词。(`/prompts/marketing`): 内容创作、品牌策划、市场分析相关的提示词
+![Activity](https://gist.githubusercontent.com/Fu-Jie/db3d95687075a880af6f1fba76d679c6/raw/chart.svg)
 
-每个提示词都独立保存为 Markdown 文件，可直接在 OpenWebUI 中使用。
+*完整统计与趋势图请查看 [社区统计报告](./docs/community-stats.zh.md)*
+<!-- STATS_END -->
 
-### 🔧 插件 (Plugins)
+## 🌟 精选功能
 
-{{ ... }}
+### 1. [GitHub Copilot SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4)
 
-[贡献指南](./CONTRIBUTING.md) | [更新日志](./CHANGELOG.md)
+**OpenWebUI 终极 Agent 增强。** 支持原生代码执行（Python/Pandas）、原始文件直接分析以及交互式 Artifacts。
+> [!TIP]
+> **无需 GitHub Copilot 订阅！** 支持 **BYOK (Bring Your Own Key)** 模式，使用你自己的 OpenAI/Anthropic API Key。
+
+#### 🌟 核心实战案例
+
+- **[GitHub Star 增长预测](./docs/plugins/pipes/star-prediction-example.zh.md)**：自动解析 CSV 数据，编写 Python 分析脚本并生成动态增长看板。
+- **[视频高质量转换与压缩](./docs/plugins/pipes/video-processing-example.zh.md)**：直接调用系统级 FFmpeg 工具，实现录屏的加速、缩放及双阶段色彩优化。
+
+### 2. [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a)
+
+**体验浸入式思维。** 将复杂的对话瞬间转化为结构化、可点击的交互式思维导图，助力知识建模与逻辑提取。
+
+### 3. [Smart Infographic](https://openwebui.com/posts/smart_infographic_ad6f0c7f) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/smart_infographic_ad6f0c7f)
+
+**专业数据叙事。** 将零散信息转化为精美的信息图表（由 AntV 驱动），一键生成学术/汇报级的可视化总结。
+
+### 4. [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315)
+
+**高保真文档导出。** 将对话历史导出为格式完美的 Word 文档，完美保留标题、代码块、LaTeX 公式及 Mermaid 流程图。
+
+### 5. [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) [![Market](https://img.shields.io/badge/Get-Market-blue?style=flat-square&logo=openwebui)](https://openwebui.com/posts/async_context_compression_b1655bc8)
+
+**挑战 Token 極限。** 采用多专家异步压缩逻辑，在保持高吞吐量推理链的同时，大幅降低 Token 消耗。
 
 ## 📦 项目内容
 
-### 🎯 提示词 (Prompts)
+<!-- markdownlint-disable MD033 -->
+<details>
+<summary><b>🧩 插件 (Actions, Filters, Pipes, Pipelines)</b></summary>
 
-位于 `/prompts` 目录，包含针对不同领域的优质提示词模板：
+位于 `plugins/` 目录，包含各类 Python 编写的功能增强插件：
 
-- **编程类** (`/prompts/coding`): 代码生成、调试、优化相关的提示词
-- **营销类** (`/prompts/marketing`): 内容创作、品牌策划、市场分析相关的提示词
+### Actions (交互增强)
 
-每个提示词都独立保存为 Markdown 文件，可直接在 OpenWebUI 中使用。
+- **Smart Mind Map** (`smart-mind-map`): 智能分析文本并生成交互式思维导图。
+- **Smart Infographic** (`infographic`): 基于 AntV 的智能信息图生成工具。
+- **Flash Card** (`flash-card`): 快速生成精美的学习记忆卡片。
+- **Deep Dive** (`deep-dive`): 深度思考透镜，从背景、逻辑、洞察到行动路径的全方位分析。
+- **Export to Excel** (`export_to_excel`): 将对话内容导出为 Excel 文件。
+- **Export to Word** (`export_to_docx`): 将对话内容导出为 Word 文档。
 
-### 🔧 插件 (Plugins)
+### Filters (消息处理)
 
-位于 `/plugins` 目录，提供三种类型的插件扩展：
+- **GitHub Copilot SDK Files Filter** (`github_copilot_sdk_files_filter`): Copilot SDK 必备搭档。绕过 RAG，确保 Agent 能真正看到你的每一个文件。
+- **Web Gemini Multimodal Filter** (`web_gemini_multimodel_filter`): 为任意模型提供多模态能力（PDF、Office、视频等），支持智能路由。
+- **Async Context Compression** (`async-context-compression`): 异步上下文压缩，优化 Token 使用。
+- **Context Enhancement** (`context_enhancement_filter`): 上下文增强过滤器。
+- **Folder Memory** (`folder-memory`): 自动从对话中提取项目规则并注入到文件夹系统提示词中。
+- **Markdown Normalizer** (`markdown_normalizer`): 修复 LLM 输出中常见的 Markdown 格式问题。
 
-- **过滤器 (Filters)** - 在用户输入发送给 LLM 前进行处理和优化
-  - 异步上下文压缩：智能压缩长上下文，优化 token 使用效率
+### Pipes (模型管道)
 
-- **动作 (Actions)** - 自定义功能，从聊天中触发
-  - 思维导图生成：快速生成和导出思维导图
+- **GitHub Copilot SDK** (`github-copilot-sdk`): GitHub Copilot SDK 官方集成。支持动态模型、多轮对话、流式输出、图片输入及无限会话。
 
-- **管道 (Pipes)** - 对 LLM 响应进行处理和增强
-  - 各类响应处理和格式化插件
+### Pipelines (工作流管道)
+
+- **MoE Prompt Refiner** (`moe_prompt_refiner`): 优化多模型 (MoE) 汇总请求的提示词，生成高质量的综合报告。
+
+</details>
+<!-- markdownlint-enable MD033 -->
+
+<!-- markdownlint-disable MD033 -->
+<details>
+<summary><b>🎯 提示词 (Prompts - 多角色系统提示词)</b></summary>
+
+位于 `docs/prompts/` 目录，包含精心调优的提示词集合：
+
+- **[Prompt Library](./docs/prompts/library.md)**: 编程、翻译、分析及营销等全领域提示词精选。
+
+</details>
+<!-- markdownlint-enable MD033 -->
+
+## 🛠️ 扩展 (Extensions)
+
+Open WebUI 的前端增强扩展：
+
+- **[Open WebUI Prompt Plus](https://github.com/Fu-Jie/open-webui-prompt-plus)**: 一站式提示词管理套件，支持 AI 提示词生成、Spotlight 风格快速搜索及高级分类管理。
 
 ## 📖 开发文档
 
+<!-- markdownlint-disable MD033 -->
+<details>
+<summary><b>📚 官方开发与运营指南</b></summary>
+
 位于 `docs/zh/` 目录：
 
 - **[插件开发权威指南](./docs/zh/plugin_development_guide.md)** - 整合了入门教程、核心 SDK 详解及最佳实践的系统化指南。 ⭐
 - **[从问一个AI到运营一支AI团队](./docs/zh/从问一个AI到运营一支AI团队.md)** - 深度运营经验分享。
 
 更多示例请查看 `docs/examples/` 目录。
- 
+
+</details>
+<!-- markdownlint-enable MD033 -->
+
 ## 🚀 快速开始
 
 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。
 
-### 使用提示词 (Prompts)
-
-1. 在 `/prompts` 目录中浏览并选择你感兴趣的提示词文件 (`.md`)。
-2. 复制文件内容。
-3. 在 OpenWebUI 聊天界面中，点击输入框上方的 "Prompt" 按钮。
-4. 粘贴内容并保存。
-
-### 使用插件 (Plugins)
-
-1. 在 `/plugins` 目录中浏览并下载你需要的插件文件 (`.py`)。
-2. 打开 OpenWebUI 的 **管理员面板 (Admin Panel)** -> **设置 (Settings)** -> **插件 (Plugins)**。
-3. 点击上传按钮，选择刚才下载的 `.py` 文件。
-4. 上传成功后，刷新页面，你就可以在聊天设置或工具栏中启用该插件了。
-
-### 贡献代码
-
-如果你有优质的提示词或插件想要分享：
-1. Fork 本仓库。
-2. 将你的文件添加到对应的 `prompts/` 或 `plugins/` 目录。
-3. 提交 Pull Request。
+[贡献指南](./CONTRIBUTING_CN.md) | [更新日志](./CHANGELOG.md)

docs/PLUGIN_README_TEMPLATE.md

@@ -0,0 +1,53 @@
+<!--
+NOTE: This template is for the English version (README.md).
+The Chinese version (README_CN.md) MUST be translated based on this English version to ensure consistency in structure and content.
+-->
+# [Plugin Name] [Optional Emoji]
+
+[Brief description of what the plugin does. Keep it concise and engaging.]
+
+**Author:** [Fu-Jie](https://github.com/Fu-Jie) | **Version:** 1.0.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
+
+## What's New
+
+<!-- Keep only the latest update here. Remove this section for the initial release. -->
+
+### v1.0.0
+
+- **Initial Release**: Released the first version of the plugin.
+- **[Feature Name]**: [Brief description of the feature].
+
+## Key Features 🔑
+
+- **[Feature 1]**: [Description of feature 1].
+- **[Feature 2]**: [Description of feature 2].
+- **[Feature 3]**: [Description of feature 3].
+
+## How to Use 🛠️
+
+1. **Install**: Add the plugin to your OpenWebUI instance.
+2. **Configure**: Adjust settings in the Valves menu (optional).
+3. **[Action Step]**: Describe how to trigger or use the plugin.
+4. **[Result Step]**: Describe the expected outcome.
+
+## Configuration (Valves) ⚙️
+
+| Valve | Default | Description |
+|-------|---------|-------------|
+| `VALVE_NAME` | `Default Value` | Description of what this setting does. |
+| `ANOTHER_VALVE` | `True` | Another setting description. |
+
+## ⭐ Support
+
+If this plugin has been useful, a star on [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) is a big motivation for me. Thank you for the support.
+
+## Troubleshooting ❓
+
+- **Plugin not working?**: Check if the filter/action is enabled in the model settings.
+- **Debug Logs**: Enable `SHOW_DEBUG_LOG` in Valves and check the browser console (F12) for detailed logs.
+- **Error Messages**: If you see an error, please copy the full error message and report it.
+- **Submit an Issue**: If you encounter any problems, please submit an issue on GitHub: [OpenWebUI Extensions Issues](https://github.com/Fu-Jie/openwebui-extensions/issues)
+
+## Changelog
+
+See the full history on GitHub: [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions)

docs/badges/downloads.json

@@ -0,0 +1,7 @@
+{
+  "schemaVersion": 1,
+  "label": "downloads",
+  "message": "5.6k",
+  "color": "blue",
+  "namedLogo": "openwebui"
+}

docs/badges/followers.json

@@ -0,0 +1,6 @@
+{
+  "schemaVersion": 1,
+  "label": "followers",
+  "message": "270",
+  "color": "blue"
+}

docs/badges/plugins.json

@@ -0,0 +1,6 @@
+{
+  "schemaVersion": 1,
+  "label": "plugins",
+  "message": "23",
+  "color": "green"
+}

docs/badges/points.json

@@ -0,0 +1,6 @@
+{
+  "schemaVersion": 1,
+  "label": "points",
+  "message": "285",
+  "color": "orange"
+}

docs/badges/upvotes.json

@@ -0,0 +1,6 @@
+{
+  "schemaVersion": 1,
+  "label": "upvotes",
+  "message": "241",
+  "color": "brightgreen"
+}

docs/community-stats.json

@@ -0,0 +1,399 @@
+{
+  "total_posts": 23,
+  "total_downloads": 5629,
+  "total_views": 61059,
+  "total_upvotes": 241,
+  "total_downvotes": 3,
+  "total_saves": 321,
+  "total_comments": 55,
+  "by_type": {
+    "action": 12,
+    "post": 4,
+    "pipe": 1,
+    "filter": 4,
+    "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": 1207,
+      "views": 10434,
+      "upvotes": 22,
+      "saves": 59,
+      "comments": 13,
+      "created_at": "2025-12-30",
+      "updated_at": "2026-02-22",
+      "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": 966,
+      "views": 9501,
+      "upvotes": 24,
+      "saves": 39,
+      "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": "1.2.4",
+      "author": "Fu-Jie",
+      "description": "A content normalizer filter that fixes common Markdown formatting issues in LLM outputs, such as broken code blocks, LaTeX formulas, and list formatting.",
+      "downloads": 513,
+      "views": 6087,
+      "upvotes": 17,
+      "saves": 36,
+      "comments": 5,
+      "created_at": "2026-01-12",
+      "updated_at": "2026-02-13",
+      "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": 511,
+      "views": 4090,
+      "upvotes": 15,
+      "saves": 29,
+      "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": 486,
+      "views": 4865,
+      "upvotes": 15,
+      "saves": 40,
+      "comments": 0,
+      "created_at": "2025-11-08",
+      "updated_at": "2026-02-21",
+      "url": "https://openwebui.com/posts/async_context_compression_b1655bc8"
+    },
+    {
+      "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": 445,
+      "views": 2377,
+      "upvotes": 9,
+      "saves": 7,
+      "comments": 0,
+      "created_at": "2025-05-30",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d"
+    },
+    {
+      "title": "AI Task Instruction Generator",
+      "slug": "ai_task_instruction_generator_9bab8b37",
+      "type": "prompt",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 381,
+      "views": 4636,
+      "upvotes": 9,
+      "saves": 11,
+      "comments": 0,
+      "created_at": "2026-01-28",
+      "updated_at": "2026-01-28",
+      "url": "https://openwebui.com/posts/ai_task_instruction_generator_9bab8b37"
+    },
+    {
+      "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": 264,
+      "views": 3924,
+      "upvotes": 13,
+      "saves": 18,
+      "comments": 2,
+      "created_at": "2025-12-30",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/flash_card_65a2ea8f"
+    },
+    {
+      "title": "GitHub Copilot Official SDK Pipe",
+      "slug": "github_copilot_official_sdk_pipe_ce96f7b4",
+      "type": "pipe",
+      "version": "0.7.0",
+      "author": "Fu-Jie",
+      "description": "Integrate GitHub Copilot SDK. Supports dynamic models, multi-turn conversation, streaming, multimodal input, infinite sessions, and frontend debug logging.",
+      "downloads": 205,
+      "views": 3522,
+      "upvotes": 14,
+      "saves": 9,
+      "comments": 6,
+      "created_at": "2026-01-26",
+      "updated_at": "2026-02-22",
+      "url": "https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4"
+    },
+    {
+      "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": 185,
+      "views": 1519,
+      "upvotes": 6,
+      "saves": 13,
+      "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": 145,
+      "views": 2507,
+      "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": 92,
+      "views": 1721,
+      "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": "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": 62,
+      "views": 1235,
+      "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": 41,
+      "views": 658,
+      "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": 36,
+      "views": 748,
+      "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": "GitHub Copilot SDK Files Filter",
+      "slug": "github_copilot_sdk_files_filter_403a62ee",
+      "type": "filter",
+      "version": "0.1.2",
+      "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": 35,
+      "views": 1907,
+      "upvotes": 3,
+      "saves": 0,
+      "comments": 0,
+      "created_at": "2026-02-09",
+      "updated_at": "2026-02-13",
+      "url": "https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee"
+    },
+    {
+      "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": 30,
+      "views": 783,
+      "upvotes": 8,
+      "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": 25,
+      "views": 545,
+      "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": "🚀 GitHub Copilot SDK Pipe v0.7.0: Native Tool UI & Zero-Config CLI 🛠️",
+      "slug": "github_copilot_sdk_pipe_v070_native_tool_ui_zero_c_4af38131",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 24,
+      "upvotes": 2,
+      "saves": 0,
+      "comments": 0,
+      "created_at": "2026-02-22",
+      "updated_at": "2026-02-22",
+      "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": 2108,
+      "upvotes": 7,
+      "saves": 3,
+      "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": 1767,
+      "upvotes": 12,
+      "saves": 19,
+      "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": 222,
+      "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": 1475,
+      "upvotes": 14,
+      "saves": 10,
+      "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": 270,
+    "following": 5,
+    "total_points": 285,
+    "post_points": 238,
+    "comment_points": 47,
+    "contributions": 51
+  }
+}

docs/community-stats.md

@@ -0,0 +1,61 @@
+# 📊 OpenWebUI Community Stats Report
+
+> ![updated](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_updated.json&style=flat)
+
+### 📈 Total Downloads Trend
+![Activity](https://gist.githubusercontent.com/Fu-Jie/db3d95687075a880af6f1fba76d679c6/raw/chart.svg)
+
+> *Blue: Downloads | Purple: Views (Real-time dynamic)*
+
+### 📂 Content Distribution
+![Distribution](https://kroki.io/mermaid/svg/eNpNikEOQDAQRfdOMekNiJW1A1i4ADLkJ9VO2ilxe5RF_-699wVMCrVMZrBpg6PxEo7UI2rAnBTemYqemWnJQB3VzWfER325_RHCOX-4wiqHsge_ixaPwAf4zOIGmBokYw==)
+
+
+## 📈 Overview
+
+| Metric | Value |
+|------|------|
+| 📝 Total Posts | ![posts](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_posts.json&style=flat) |
+| ⬇️ Total Downloads | ![downloads](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_downloads.json&style=flat) |
+| 👁️ Total Views | ![views](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_views.json&style=flat) |
+| 👍 Total Upvotes | ![upvotes](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_upvotes.json&style=flat) |
+| 💾 Total Saves | ![saves](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_saves.json&style=flat) |
+| ⭐ Author Points | ![points](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_points.json&style=flat) |
+| 👥 Followers | ![followers](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_followers.json&style=flat) |
+
+## 📂 By Type
+
+- ![action](https://img.shields.io/badge/action-12-orange)
+- ![post](https://img.shields.io/badge/post-4-blue)
+- ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
+- ![filter](https://img.shields.io/badge/filter-4-brightgreen)
+- ![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) | 2026-02-22 |
+| 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-1.2.4-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) | 2026-02-13 |
+| 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) | 2026-02-21 |
+| 6 | [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 |
+| 7 | [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 |
+| 8 | [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-0.7.0-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) | 2026-02-22 |
+| 10 | [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 |
+| 11 | [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 |
+| 12 | [📂 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 |
+| 13 | [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 |
+| 14 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | ![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 |
+| 15 | [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 |
+| 16 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.2-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) | 2026-02-13 |
+| 17 | [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 |
+| 18 | [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 |
+| 19 | [🚀 GitHub Copilot SDK Pipe v0.7.0: Native Tool UI & Zero-Config CLI 🛠️](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) | 2026-02-22 |
+| 20 | [🚀 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 |
+| 21 | [🚀 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 |
+| 22 | [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 |
+| 23 | [ 🛠️ 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 |

docs/community-stats.zh.md

@@ -0,0 +1,61 @@
+# 📊 OpenWebUI 社区统计报告
+
+> ![updated_zh](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_updated_zh.json&style=flat)
+
+### 📈 总下载量累计趋势
+![Activity](https://gist.githubusercontent.com/Fu-Jie/db3d95687075a880af6f1fba76d679c6/raw/chart.svg)
+
+> *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/eNpNikEOQDAQRfdOMekNiJW1A1i4ADLkJ9VO2ilxe5RF_-699wVMCrVMZrBpg6PxEo7UI2rAnBTemYqemWnJQB3VzWfER325_RHCOX-4wiqHsge_ixaPwAf4zOIGmBokYw==)
+
+
+## 📈 总览
+
+| 指标 | 数值 |
+|------|------|
+| 📝 发布数量 | ![posts](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_posts.json&style=flat) |
+| ⬇️ 总下载量 | ![downloads](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_downloads.json&style=flat) |
+| 👁️ 总浏览量 | ![views](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_views.json&style=flat) |
+| 👍 总点赞数 | ![upvotes](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_upvotes.json&style=flat) |
+| 💾 总收藏数 | ![saves](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_saves.json&style=flat) |
+| ⭐ 作者总积分 | ![points](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_points.json&style=flat) |
+| 👥 粉丝数量 | ![followers](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_followers.json&style=flat) |
+
+## 📂 按类型分类
+
+- ![action](https://img.shields.io/badge/action-12-orange)
+- ![post](https://img.shields.io/badge/post-4-blue)
+- ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
+- ![filter](https://img.shields.io/badge/filter-4-brightgreen)
+- ![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) | 2026-02-22 |
+| 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-1.2.4-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) | 2026-02-13 |
+| 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) | 2026-02-21 |
+| 6 | [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 |
+| 7 | [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 |
+| 8 | [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-0.7.0-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) | 2026-02-22 |
+| 10 | [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 |
+| 11 | [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 |
+| 12 | [📂 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 |
+| 13 | [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 |
+| 14 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | ![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 |
+| 15 | [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 |
+| 16 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.2-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) | 2026-02-13 |
+| 17 | [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 |
+| 18 | [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 |
+| 19 | [🚀 GitHub Copilot SDK Pipe v0.7.0: Native Tool UI & Zero-Config CLI 🛠️](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) | 2026-02-22 |
+| 20 | [🚀 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 |
+| 21 | [🚀 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 |
+| 22 | [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 |
+| 23 | [ 🛠️ 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 |

docs/contributing.md

@@ -1,6 +1,6 @@
 # Contributing Guide
 
-Thank you for your interest in contributing to **OpenWebUI Extras**! We welcome contributions of plugins, prompts, documentation, and more.
+Thank you for your interest in contributing to **OpenWebUI Extensions**! We welcome contributions of plugins, prompts, documentation, and more.
 
 ---
 
@@ -181,6 +181,6 @@ By contributing, you agree that your contributions will be licensed under the sa
 
 ## 🙏 Thank You!
 
-Every contribution, no matter how small, helps make OpenWebUI Extras better for everyone. Thank you for being part of our community!
+Every contribution, no matter how small, helps make OpenWebUI Extensions better for everyone. Thank you for being part of our community!
 
-[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/awesome-openwebui){ .md-button .md-button--primary }
+[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/openwebui-extensions){ .md-button .md-button--primary }

docs/contributing.zh.md

@@ -1,6 +1,6 @@
 # 贡献指南
 
-感谢你对 **OpenWebUI Extras** 的兴趣！我们欢迎各种形式的贡献，包括插件、提示词、文档等。
+感谢你对 **OpenWebUI Extensions** 的兴趣！我们欢迎各种形式的贡献，包括插件、提示词、文档等。
 
 ---
 
@@ -181,6 +181,6 @@ Update: 插件开发指南添加新示例
 
 ## 🙏 感谢
 
-每一份贡献，无论大小，都有助于让 OpenWebUI Extras 变得更好。感谢你成为我们社区的一员！
+每一份贡献，无论大小，都有助于让 OpenWebUI Extensions 变得更好。感谢你成为我们社区的一员！
 
-[:fontawesome-brands-github: 在 GitHub 上查看](https://github.com/Fu-Jie/awesome-openwebui){ .md-button .md-button--primary }
+[:fontawesome-brands-github: 在 GitHub 上查看](https://github.com/Fu-Jie/openwebui-extensions){ .md-button .md-button--primary }

docs/contributing_zh.md

@@ -1,6 +1,6 @@
 # 贡献指南
 
-感谢你对 **OpenWebUI Extras** 的兴趣！我们欢迎各种形式的贡献，包括插件、提示词、文档等。
+感谢你对 **OpenWebUI Extensions** 的兴趣！我们欢迎各种形式的贡献，包括插件、提示词、文档等。
 
 ---
 
@@ -181,6 +181,6 @@ Update: 插件开发指南添加新示例
 
 ## 🙏 感谢
 
-每一份贡献，无论大小，都有助于让 OpenWebUI Extras 变得更好。感谢你成为我们社区的一员！
+每一份贡献，无论大小，都有助于让 OpenWebUI Extensions 变得更好。感谢你成为我们社区的一员！
 
-[:fontawesome-brands-github: 在 GitHub 上查看](https://github.com/Fu-Jie/awesome-openwebui){ .md-button .md-button--primary }
+[:fontawesome-brands-github: 在 GitHub 上查看](https://github.com/Fu-Jie/openwebui-extensions){ .md-button .md-button--primary }

docs/development/copilot-engineering-plan.md

@@ -0,0 +1,154 @@
+# Copilot Engineering Configuration Plan
+
+> This document defines production-grade engineering configuration for plugin development with GitHub Copilot, Gemini CLI, and antigravity development mode.
+
+---
+
+## 1. Goals
+
+- Standardize plugin engineering workflow for AI-assisted development.
+- Support dual assistant stack:
+  - GitHub Copilot (primary in-editor agent)
+  - Gemini CLI (secondary external execution/research lane)
+- Introduce antigravity development mode for safer, reversible, high-velocity iteration.
+
+---
+
+## 2. Scope
+
+This plan applies to:
+
+- Plugin development (`actions`, `filters`, `pipes`, `pipelines`, `tools`)
+- Documentation synchronization
+- File generation/delivery workflow in OpenWebUI
+- Streaming/tool-call rendering compatibility
+
+---
+
+## 3. Engineering Configuration (Copilot-centered)
+
+### 3.1 Source of truth
+
+- Primary standard file: `.github/copilot-instructions.md`
+- Agent workflow file: `.agent/workflows/plugin-development.md`
+- Runtime guidance docs:
+  - `docs/development/plugin-guide.md`
+  - `docs/development/plugin-guide.zh.md`
+
+### 3.2 Required development contract
+
+- Single-file i18n plugin source.
+- Bilingual README (`README.md` + `README_CN.md`).
+- Safe context extraction (`_get_user_context`, `_get_chat_context`).
+- Structured event handling (`status`, `notification`, `execute`).
+- No silent failures; logging + user-visible status.
+
+### 3.3 Tool definition contract (Copilot SDK)
+
+- Define tool params explicitly with `pydantic.BaseModel`.
+- Use `params_type` in tool registration.
+- Preserve defaults by avoiding forced null overrides.
+- Keep tool names normalized and deterministic.
+
+---
+
+## 4. Gemini CLI Compatibility Profile
+
+Gemini CLI is treated as a parallel capability channel, not a replacement.
+
+### 4.1 Usage boundary
+
+- Use for:
+  - rapid drafts
+  - secondary reasoning
+  - cross-checking migration plans
+- Do not bypass repository conventions or plugin contracts.
+
+### 4.2 Output normalization
+
+All Gemini CLI outputs must be normalized before merge:
+
+- Match repository style and naming rules.
+- Preserve OpenWebUI plugin signatures and context methods.
+- Convert speculative outputs into explicit, testable implementation points.
+
+### 4.3 Conflict policy
+
+When Copilot and Gemini suggestions differ:
+
+1. Prefer repository standard compliance.
+2. Prefer safer fallback behavior.
+3. Prefer lower integration risk.
+
+---
+
+## 5. Antigravity Development Mode
+
+Antigravity mode means high-speed delivery with strict reversibility.
+
+### 5.1 Core principles
+
+- Small, isolated edits
+- Deterministic interfaces
+- Multi-level fallback paths
+- Roll-forward and rollback both feasible
+
+### 5.2 Required patterns
+
+- Timeout guards on frontend execution calls.
+- Path sandbox validation for all workspace file operations.
+- Dual-channel upload fallback (API first, local/DB fallback).
+- Progressive status reporting for long-running tasks.
+
+---
+
+## 6. File Creation & Delivery Standard
+
+### 6.1 Create files in controlled workspace
+
+- Write artifacts in current workspace scope.
+- Never use paths outside workspace boundary for deliverables.
+
+### 6.2 Publish protocol
+
+Use 3-step delivery:
+
+1. local write
+2. publish from workspace
+3. present `/api/v1/files/{id}/content` link
+
+### 6.3 Metadata policy
+
+- Set `skip_rag=true` for generated downloadable artifacts where applicable.
+- Keep filename generation deterministic (`chat_title -> markdown_title -> user+date`).
+
+---
+
+## 7. Plugin Development Norms for Multi-Agent Stack
+
+- Compatible with GitHub Copilot and Gemini CLI under same coding contract.
+- Keep streaming compatible with OpenWebUI native blocks (`<think>`, `<details type="tool_calls">`).
+- Escape tool card attributes safely (`&quot;`) for parser stability.
+- Preserve async non-blocking behavior.
+
+---
+
+## 8. Documentation Sync Rule
+
+Any meaningful plugin engineering change must sync:
+
+1. plugin code
+2. plugin bilingual README
+3. docs plugin detail pages (EN/ZH)
+4. docs plugin indexes (EN/ZH)
+5. root README update badge/date when release is prepared
+
+---
+
+## 9. Acceptance Checklist
+
+- Copilot config and workflow references are valid.
+- Gemini CLI outputs can be merged without violating conventions.
+- Antigravity safety mechanisms are present.
+- File creation and publication flow is reproducible.
+- Streaming/tool-card output format remains OpenWebUI-compatible.

docs/development/copilot-engineering-plan.zh.md

@@ -0,0 +1,149 @@
+# Copilot 工程化配置设计
+
+> 本文档定义面向插件开发的工程化配置方案：支持 GitHub Copilot、兼容 Gemini CLI，并引入“反重力开发”模式。
+
+---
+
+## 1. 目标
+
+- 建立统一、可落地的 AI 协同开发标准。
+- 支持双通道助手体系：
+  - GitHub Copilot（编辑器内主通道）
+  - Gemini CLI（外部补充通道）
+- 在高迭代速度下保障可回滚、可审计、可发布。
+
+---
+
+## 2. 适用范围
+
+适用于以下类型开发：
+
+- 插件代码（`actions` / `filters` / `pipes` / `pipelines` / `tools`）
+- 文档同步与发布准备
+- OpenWebUI 文件创建与交付流程
+- 流式输出与工具卡片兼容性
+
+---
+
+## 3. Copilot 工程化主配置
+
+### 3.1 规范来源
+
+- 主规范：`.github/copilot-instructions.md`
+- 工作流：`.agent/workflows/plugin-development.md`
+- 运行时开发指南：
+  - `docs/development/plugin-guide.md`
+  - `docs/development/plugin-guide.zh.md`
+
+### 3.2 强制开发契约
+
+- 单文件 i18n 插件源码。
+- README 双语（`README.md` + `README_CN.md`）。
+- 上下文统一入口（`_get_user_context`、`_get_chat_context`）。
+- 事件标准化（`status`、`notification`、`execute`）。
+- 禁止静默失败（用户可见状态 + 后端日志）。
+
+### 3.3 Copilot SDK 工具契约
+
+- 参数必须 `pydantic.BaseModel` 显式定义。
+- 工具注册必须声明 `params_type`。
+- 保留默认值语义，避免把未传参数强制覆盖为 `null`。
+- 工具名需可预测、可规范化。
+
+---
+
+## 4. Gemini CLI 兼容配置
+
+Gemini CLI 作为补充通道，而不是替代主规范。
+
+### 4.1 使用边界
+
+- 适合：草案生成、方案对照、迁移校验。
+- 不得绕过仓库规范与插件契约。
+
+### 4.2 输出归一化
+
+Gemini CLI 输出合入前必须完成：
+
+- 命名与结构对齐仓库约束。
+- 保留 OpenWebUI 插件标准签名与上下文方法。
+- 将“建议性文字”转换为可执行、可验证实现点。
+
+### 4.3 冲突决策
+
+Copilot 与 Gemini 建议冲突时按优先级处理：
+
+1. 规范一致性优先
+2. 安全回退优先
+3. 低集成风险优先
+
+---
+
+## 5. 反重力开发（Antigravity）模式
+
+反重力开发 = 高速迭代 + 强回退能力。
+
+### 5.1 核心原则
+
+- 小步、隔离、可逆变更
+- 接口稳定、行为可预测
+- 多级回退链路
+- 支持前滚与回滚
+
+### 5.2 强制模式
+
+- 前端执行调用必须设置超时保护。
+- 工作区文件操作必须做路径沙箱校验。
+- 上传链路采用 API 优先 + 本地/DB 回退。
+- 长任务必须分阶段状态反馈。
+
+---
+
+## 6. 文件创建与交付标准
+
+### 6.1 创建范围
+
+- 交付文件仅在受控 workspace 内创建。
+- 禁止将交付产物写到 workspace 边界之外。
+
+### 6.2 三步交付协议
+
+1. 本地写入
+2. 从 workspace 发布
+3. 返回并展示 `/api/v1/files/{id}/content`
+
+### 6.3 元数据策略
+
+- 需要绕过检索时为产物标记 `skip_rag=true`。
+- 文件名采用确定性策略：`chat_title -> markdown_title -> user+date`。
+
+---
+
+## 7. 多助手并行下的插件开发规范
+
+- 在统一契约下同时兼容 GitHub Copilot 与 Gemini CLI。
+- 流式输出保持 OpenWebUI 原生兼容（`<think>`、`<details type="tool_calls">`）。
+- 工具卡片属性严格转义（`&quot;`）保证解析稳定。
+- 全链路保持异步非阻塞。
+
+---
+
+## 8. 文档同步规则
+
+插件工程化变更发生时，至少同步：
+
+1. 插件代码
+2. 插件双语 README
+3. docs 详情页（EN/ZH）
+4. docs 索引页（EN/ZH）
+5. 发布准备阶段同步根 README 日期徽章
+
+---
+
+## 9. 验收清单
+
+- Copilot 配置与工作流引用有效。
+- Gemini CLI 输出可无缝合入且不破坏规范。
+- 反重力安全机制完整。
+- 文件创建/发布流程可复现。
+- 流式与工具卡片格式保持 OpenWebUI 兼容。

docs/development/copilot-sdk-tool-filtering.md

@@ -0,0 +1,126 @@
+# GitHub Copilot SDK Tool Filtering Logic Documentation
+
+## Overview
+
+The tool filtering logic ensures that changes made in the **OpenWebUI admin panel take effect on the very next chat message** — no restart or cache flush required. The design balances three goals: administrator control, user autonomy, and built-in feature availability.
+
+## Priority Hierarchy
+
+Filtering is applied top-to-bottom. A higher layer can fully block a lower one:
+
+| Priority | Layer | Controls |
+|---|---|---|
+| 1 (Highest) | **Plugin Valve toggles** | `ENABLE_OPENWEBUI_TOOLS`, `ENABLE_MCP_SERVER`, `ENABLE_OPENAPI_SERVER` — category master switches |
+| 2 | **Admin backend server toggle** | Per-server `config.enable` in OpenWebUI Connections panel — blocks specific servers |
+| 3 (Lowest) | **User Chat menu selection** | `tool_ids` from the chat UI — selects which enabled items to use |
+
+---
+
+## Core Decision Logic (Flowchart)
+
+```mermaid
+graph TD
+    A[New message arrives] --> V{Plugin Valve enabled\nfor this category?}
+    V -- No --> VX[Drop all tools in this category]
+    V -- Yes --> B{Admin backend:\nconfig.enable = True?}
+    B -- No --> C[Skip this server]
+    B -- Yes --> F{Built-in or Custom/Server tool?}
+
+    F -- Built-in --> G{Any builtin: IDs\nselected in Chat?}
+    G -- Yes --> H[Enable ONLY the mapped categories\nunselected categories set to False]
+    G -- No  --> I[Enable default 4 categories:\nweb_search, image_generation,\ncode_interpreter, memory]
+
+    F -- Custom / Server --> J{Any custom IDs\nselected in Chat?}
+    J -- Yes --> K[Load ONLY the selected IDs]
+    J -- No  --> L[Load ALL admin-enabled custom tools]
+
+    H & I & K & L --> M[Always inject: publish_file_from_workspace]
+    M --> N[Start / Resume Copilot SDK Session]
+```
+
+---
+
+## Scenario Reference Table
+
+| User selects in Chat | Custom tools loaded | Built-in tools loaded |
+|---|---|---|
+| Nothing | All admin-enabled | Default 4 (search, image, code, memory) |
+| Only `builtin:xxx` | All admin-enabled (unaffected) | Only selected categories |
+| Only custom/server IDs | Only selected IDs | Default 4 |
+| Both builtin and custom | Only selected custom IDs | Only selected builtin categories |
+
+---
+
+## Technical Implementation Details
+
+### 1. Real-time Admin Sync (No Caching)
+
+Every request re-reads `TOOL_SERVER_CONNECTIONS.value` live. There is **no in-memory cache** for server state. As a result:
+
+- Enable a server in the admin panel → it appears on the **next message**.
+- Disable a server → it is dropped on the **next message**.
+
+```python
+# Read live on every request — no cache
+if hasattr(TOOL_SERVER_CONNECTIONS, "value"):
+    raw_connections = TOOL_SERVER_CONNECTIONS.value
+
+for server in connections:
+    is_enabled = config.get("enable", False)  # checked per-server, per-request
+    if not is_enabled:
+        continue  # skipped immediately — hard block
+```
+
+### 2. Built-in Tool Category Mapping
+
+The plugin maps individual `builtin:func_name` IDs to one of 9 categories understood by `get_builtin_tools`. When the user selects specific builtins, **only those categories are enabled; unselected categories are explicitly set to `False`** (not omitted) to prevent OpenWebUI's default-`True` fallback:
+
+```python
+if builtin_selected:
+    # Strict mode: set every category explicitly
+    for cat in all_builtin_categories:          # all 9
+        is_enabled = cat in enabled_categories  # only selected ones are True
+        builtin_tools_meta[cat] = is_enabled    # unselected are explicitly False
+else:
+    # Default mode: only the 4 core categories
+    default_builtin_categories = [
+        "web_search", "image_generation", "code_interpreter", "memory"
+    ]
+    for cat in all_builtin_categories:
+        builtin_tools_meta[cat] = cat in default_builtin_categories
+    features.update(req_features)  # merge backend feature flags
+```
+
+### 3. Custom Tool "Select-All" Fallback
+
+The whitelist is activated **only when the user explicitly selects custom/server IDs**. Selecting only `builtin:` IDs does not trigger the custom whitelist, so all admin-enabled servers remain accessible:
+
+```python
+# custom_selected contains only non-builtin: IDs
+if custom_selected:
+    # Whitelist active: keep only what the user picked
+    tool_ids = [tid for tid in available_ids if tid in custom_selected]
+else:
+    # No custom selection: load everything enabled in backend
+    tool_ids = available_ids
+```
+
+The same rule applies to MCP servers in `_parse_mcp_servers`.
+
+### 4. Admin Backend Strict Validation
+
+Applied uniformly to both OpenAPI and MCP servers, handling both dict and Pydantic object shapes:
+
+```python
+is_enabled = False
+config = server.get("config", {}) if isinstance(server, dict) else getattr(server, "config", {})
+is_enabled = config.get("enable", False) if isinstance(config, dict) else getattr(config, "enable", False)
+
+if not is_enabled:
+    continue  # hard skip — no user or valve setting can override this
+```
+
+## Important Notes
+
+- **SDK Internal Tools**: `available_tools = None` is passed to the session so SDK-native capabilities (`read_file`, `shell`, etc.) are never accidentally blocked by the custom tool list.
+- **Persistent Tool**: `publish_file_from_workspace` is always injected after all filtering — it is required for the file delivery workflow regardless of any toggle.

docs/development/copilot-sdk-tool-filtering.zh.md

@@ -0,0 +1,206 @@
+# GitHub Copilot SDK 工具过滤逻辑开发文档
+
+## 核心需求
+
+**管理员在后台修改工具服务的启用状态后，用户发送下一条消息时立即生效，无需重启服务或刷新缓存。**
+
+过滤逻辑同时兼顾两个目标：管理员管控权、用户自主选择权。内置工具则完全独立，仅由模型配置决定。
+
+---
+
+## 工具分类说明
+
+本文档涉及两类完全独立的工具，权限控制机制不同：
+
+| 工具类型 | 说明 | 权限控制来源 |
+|---|---|---|
+| **内置工具（Builtin Tools）** | OpenWebUI 原生能力：时间、知识库、记忆、联网搜索、图像生成、代码解释器等 | 仅由模型配置 `meta.builtinTools` 决定，**与 Chat 前端选择无关** |
+| **OpenWebUI Tools** | 用户安装的 Python 工具插件 | 插件 Valve + Chat 工具选择（tool_ids） |
+| **工具服务器（OpenAPI / MCP）** | 外部 OpenAPI Server、MCP Server | 插件 Valve + 管理员 `config.enable` + `function_name_filter_list` + Chat 工具选择（tool_ids） |
+
+---
+
+## 内置工具权限控制（模型配置驱动，与前端无关）
+
+内置工具**完全由模型配置决定**，Chat 界面的工具选择对其没有任何影响。
+
+### 模型 `meta.builtinTools` 字段
+
+在模型（自定义模型或基础模型）的 `meta` 字段中有一个可选的 `builtinTools` 对象：
+
+```json
+{
+  "meta": {
+    "capabilities": { "builtin_tools": true },
+    "builtinTools": {
+      "time": false,
+      "memory": true,
+      "chats": true,
+      "notes": true,
+      "knowledge": true,
+      "channels": true,
+      "web_search": true,
+      "image_generation": true,
+      "code_interpreter": true
+    }
+  }
+}
+```
+
+**判定规则（源码 `utils/tools.py`）：**
+
+```python
+def is_builtin_tool_enabled(category: str) -> bool:
+    builtin_tools = model.get("info", {}).get("meta", {}).get("builtinTools", {})
+    return builtin_tools.get(category, True)  # 缺省时默认 True
+```
+
+- `builtinTools` 字段**不存在** → 所有内置工具类别默认全部开启
+- `builtinTools` 字段**存在** → 仅值为 `true` 的类别开启，其余关闭
+
+---
+
+## OpenWebUI Tools 和工具服务器的优先级层级
+
+这两类工具的过滤从上到下依次执行，**受 Chat 前端选择影响**：
+
+| 优先级 | 层级 | 控制范围 |
+|---|---|---|
+| 1（最高） | **插件 Valve 开关** | `ENABLE_OPENWEBUI_TOOLS` / `ENABLE_MCP_SERVER` / `ENABLE_OPENAPI_SERVER` — 类别总开关 |
+| 2 | **管理员后端服务器开关** | OpenWebUI 连接面板中每个服务器的 `config.enable` — 控制具体服务器是否启用 |
+| 3 | **管理员函数名过滤列表** | 工具服务器 `config.function_name_filter_list` — 限制该服务器对外暴露的函数列表（逗号分隔） |
+| 4（最低） | **用户 Chat 工具选择** | Chat 界面的 `tool_ids` — 在已启用范围内进一步筛选：未选则全选，有选则仅选中的 |
+
+### 管理员函数名过滤列表说明
+
+OpenWebUI 后台的工具服务器连接配置中支持设置 `function_name_filter_list` 字段（逗号分隔的函数名），用于限制该服务器对外暴露的函数。源码逻辑：
+
+```python
+# utils/tools.py
+function_name_filter_list = tool_server_connection.get("config", {}).get("function_name_filter_list", "")
+if isinstance(function_name_filter_list, str):
+    function_name_filter_list = function_name_filter_list.split(",")
+
+for spec in specs:
+    function_name = spec["name"]
+    if function_name_filter_list:
+        if not is_string_allowed(function_name, function_name_filter_list):
+            continue  # 不在列表中的函数被跳过
+```
+
+- 列表**为空** → 该服务器所有函数均可用
+- 列表**有值** → 只有名称匹配的函数会被暴露给用户
+
+---
+
+## 核心判定流程
+
+```mermaid
+graph TD
+    A[新消息到来] --> BT[内置工具：读模型 meta.builtinTools]
+    BT --> BT2{builtinTools 字段存在?}
+    BT2 -- 否 --> BT3[开启全部内置工具]
+    BT2 -- 是 --> BT4[仅开启值为 true 的类别]
+
+    A --> CT[OpenWebUI Tools / 工具服务器]
+    CT --> V{插件 Valve 开启了该类别?}
+    V -- 否 --> VX[丢弃该类别]
+    V -- 是 --> B{后端 config.enable = True?}
+    B -- 否 --> C[跳过该服务器]
+    B -- 是 --> FL{function_name_filter_list 有值?}
+    FL -- 是 --> FL2[过滤掉不在列表中的函数]
+    FL -- 否 --> J
+    FL2 --> J{Chat tool_ids 有勾选?}
+    J -- 有 --> K[仅加载勾选的 ID]
+    J -- 无 --> L[加载所有后台已启用工具]
+
+    BT3 & BT4 & K & L --> M[始终注入: publish_file_from_workspace]
+    M --> N[启动/恢复 Copilot SDK 会话]
+```
+
+---
+
+## 场景速查表
+
+### 内置工具（与前端选择无关）
+
+| 模型配置 | 结果 |
+|---|---|
+| `meta.builtinTools` 字段不存在 | 全部内置工具类别开启 |
+| `meta.builtinTools` 字段存在 | 仅 `true` 的类别开启 |
+
+### OpenWebUI Tools / 工具服务器（受 Chat 前端选择影响）
+
+| Chat 工具选择情况 | 加载逻辑 |
+|---|---|
+| 什么都没选 | 加载所有 Valve 开启且后台已启用的工具（Python Tools + OpenAPI + MCP） |
+| 选了部分 tool_ids | 仅加载勾选的 ID（必须同时通过 Valve 和 config.enable 校验） |
+
+---
+
+## 代码实现详述
+
+### 1. 管理员后台变更即时同步
+
+OpenWebUI 通过 `PersistentConfig` + Redis 保证多 worker 之间的配置同步，插件直接读取 `request.app.state.config.TOOL_SERVER_CONNECTIONS` 即可获取最新值：
+
+- 后台**启用**一个服务器 → **下一条消息**就出现。
+- 后台**禁用**一个服务器 → **下一条消息**就消失。
+
+```python
+# 直接读取 OpenWebUI 的配置对象，有 Redis 时每次读取都会同步最新值
+connections = request.app.state.config.TOOL_SERVER_CONNECTIONS  # list
+
+for server in connections:
+    config = server.get("config", {})
+    is_enabled = config.get("enable", False)  # 每条服务器、每次请求都检查
+    if not is_enabled:
+        continue  # 立即跳过，硬性拦截
+```
+
+### 2. 内置工具直接透传给 OpenWebUI 处理
+
+插件调用 OpenWebUI 的 `get_builtin_tools(request, extra_params, model)` 时，将 `model` 原样传入即可。OpenWebUI 内部会自动读取 `model.info.meta.builtinTools` 来决定哪些内置工具生效：
+
+```python
+# OpenWebUI 源码 utils/tools.py 中的判定逻辑（开发参考，非插件代码）
+def is_builtin_tool_enabled(category: str) -> bool:
+    builtin_tools = model.get("info", {}).get("meta", {}).get("builtinTools", {})
+    return builtin_tools.get(category, True)  # 缺省值 True：未配置时全部开启
+```
+
+插件无需自行维护内置工具分类映射，也不需要向 `builtinTools` 注入任何值。
+
+### 3. 自定义工具"默认全选"（白名单仅在显式勾选时激活）
+
+白名单**只有在用户明确勾选了 tool_ids 时才启用**。未勾选任何工具时，加载所有后台已启用工具：
+
+```python
+# tool_ids 来自 Chat 请求体
+if tool_ids:
+    # 白名单模式：严格只保留勾选项
+    available_ids = [tid for tid in available_ids if tid in tool_ids]
+else:
+    # 无勾选：加载所有后台已启用工具（免配置可用）
+    pass  # available_ids 保持不变
+```
+
+MCP 服务器的 `_parse_mcp_servers` 遵循同样规则。
+
+### 4. 后端状态硬校验（OpenAPI 和 MCP 统一处理）
+
+```python
+is_enabled = False
+config = server.get("config", {}) if isinstance(server, dict) else getattr(server, "config", {})
+is_enabled = config.get("enable", False) if isinstance(config, dict) else getattr(config, "enable", False)
+
+if not is_enabled:
+    continue  # 硬性跳过，任何用户或 Valve 设置都无法绕过
+```
+
+---
+
+## 注意事项
+
+- **SDK 内部工具**：向会话传 `available_tools = None`，保证 `read_file`、`shell` 等 SDK 原生能力不被自定义工具列表意外屏蔽。
+- **始终注入的工具**：`publish_file_from_workspace` 在所有过滤完成后硬性追加，是文件交付工作流的必要依赖，不受任何开关影响。

docs/development/documentation-guide.md

@@ -1,6 +1,6 @@
 # Documentation Writing Guide
 
-This guide explains how to write and contribute documentation for OpenWebUI Extras.
+This guide explains how to write and contribute documentation for OpenWebUI Extensions.
 
 ---
 
@@ -21,8 +21,8 @@ Our documentation is built with [MkDocs](https://www.mkdocs.org/) and the [Mater
 
 ```bash
 # Clone the repository
-git clone https://github.com/Fu-Jie/awesome-openwebui.git
-cd awesome-openwebui
+git clone https://github.com/Fu-Jie/openwebui-extensions.git
+cd openwebui-extensions
 
 # Install dependencies
 pip install -r requirements.txt
@@ -122,7 +122,7 @@ Step-by-step usage instructions.
 
 ## Source Code
 
-[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/awesome-openwebui/tree/main/plugins/...){ .md-button }
+[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/...){ .md-button }
 ```
 
 ---

docs/development/documentation-guide.zh.md

@@ -1,6 +1,6 @@
 # 文档编写指南
 
-本文介绍如何为 OpenWebUI Extras 编写与贡献文档。
+本文介绍如何为 OpenWebUI Extensions 编写与贡献文档。
 
 ---
 
@@ -21,8 +21,8 @@
 
 ```bash
 # 克隆仓库
-git clone https://github.com/Fu-Jie/awesome-openwebui.git
-cd awesome-openwebui
+git clone https://github.com/Fu-Jie/openwebui-extensions.git
+cd openwebui-extensions
 
 # 安装依赖
 pip install -r requirements.txt
@@ -122,7 +122,7 @@ Step-by-step usage instructions.
 
 ## Source Code
 
-[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/awesome-openwebui/tree/main/plugins/...){ .md-button }
+[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/...){ .md-button }
 ```
 
 ---

docs/development/frontend-console-debugging.md

@@ -0,0 +1,150 @@
+# 🛠️ Debugging Python Plugins with Frontend Console
+
+When developing plugins for Open WebUI, debugging can be challenging. Standard `print()` statements or server-side logging might not always be accessible, especially in hosted environments or when you want to see the data flow in real-time alongside the UI interactions.
+
+This guide introduces a powerful technique: **Frontend Console Debugging**. By injecting JavaScript from your Python plugin, you can print structured logs directly to the browser's Developer Tools console (F12).
+
+## Why Frontend Debugging?
+
+*   **Real-time Feedback**: See logs immediately as actions happen in the browser.
+*   **Rich Objects**: Inspect complex JSON objects (like `body` or `messages`) interactively, rather than reading massive text dumps.
+*   **No Server Access Needed**: Debug issues even if you don't have SSH/Console access to the backend server.
+*   **Clean Output**: Group logs using `console.group()` to keep your console organized.
+
+## The Core Mechanism
+
+Open WebUI plugins (both Actions and Filters) support an event system. We can leverage the `__event_call__` (or sometimes `__event_emitter__`) to send a special event of type `execute`. This tells the frontend to run the provided JavaScript code.
+
+### The Helper Method
+
+To make this easy to use, we recommend adding a helper method `_emit_debug_log` to your plugin class.
+
+```python
+import json
+from typing import List
+
+async def _emit_debug_log(
+    self, 
+    __event_call__, 
+    title: str, 
+    data: dict
+):
+    """
+    Emit debug log to browser console via JS execution.
+    
+    Args:
+        __event_call__: The event callable passed to action/outlet.
+        title: A title for the log group.
+        data: A dictionary of data to log.
+    """
+    # 1. Check if debugging is enabled (recommended)
+    if not getattr(self.valves, "show_debug_log", True) or not __event_call__:
+        return
+
+    try:
+        # 2. Construct the JavaScript code
+        # We use an async IIFE (Immediately Invoked Function Expression) 
+        # to ensure a clean scope and support await if needed.
+        js_code = f"""
+            (async function() {{
+                console.group("🛠️ Plugin Debug: {title}");
+                console.log({json.dumps(data, ensure_ascii=False)});
+                console.groupEnd();
+            }})();
+        """
+
+        # 3. Send the execute event
+        await __event_call__(
+            {
+                "type": "execute",
+                "data": {"code": js_code},
+            }
+        )
+    except Exception as e:
+        print(f"Error emitting debug log: {e}")
+```
+
+## Implementation Steps
+
+### 1. Add a Valve for Control
+
+It's best practice to make debugging optional so it doesn't clutter the console for normal users.
+
+```python
+from pydantic import BaseModel, Field
+
+class Filter:
+    class Valves(BaseModel):
+        show_debug_log: bool = Field(
+            default=False, 
+            description="Print debug logs to browser console (F12)"
+        )
+    
+    def __init__(self):
+        self.valves = self.Valves()
+```
+
+### 2. Inject `__event_call__`
+
+Ensure your `action` (for Actions) or `outlet` (for Filters) method accepts `__event_call__`.
+
+**For Filters (`outlet`):**
+
+```python
+async def outlet(
+    self,
+    body: dict,
+    __user__: Optional[dict] = None,
+    __event_call__=None,  # <--- Add this
+    __metadata__: Optional[dict] = None,
+) -> dict:
+```
+
+**For Actions (`action`):**
+
+```python
+async def action(
+    self,
+    body: dict,
+    __user__=None,
+    __event_call__=None, # <--- Add this
+    __request__=None,
+):
+```
+
+### 3. Call the Helper
+
+Now you can log anything, anywhere in your logic!
+
+```python
+# Inside your logic...
+new_content = self.process_content(content)
+
+# Log the before and after
+await self._emit_debug_log(
+    __event_call__,
+    "Content Normalization",
+    {
+        "original": content,
+        "processed": new_content,
+        "changes": diff_list
+    }
+)
+```
+
+## Best Practices
+
+1.  **Use `json.dumps`**: Always serialize your Python dictionaries to JSON strings before embedding them in the f-string. This handles escaping quotes and special characters correctly.
+2.  **Async IIFE**: Wrapping your JS in `(async function() { ... })();` is safer than raw code. It prevents variable collisions with other scripts and allows using `await` inside your debug script if you ever need to check DOM elements.
+3.  **Check for None**: Always check if `__event_call__` is not None before using it, as it might not be available in all contexts (e.g., when running tests or in older Open WebUI versions).
+
+## Example Output
+
+When enabled, your browser console will show:
+
+```text
+> 🛠️ Plugin Debug: Content Normalization
+  > {original: "...", processed: "...", changes: [...]}
+```
+
+You can expand the object to inspect every detail of your data. Happy debugging!

docs/development/index.md

@@ -1,6 +1,6 @@
 # Development
 
-Learn how to develop plugins and contribute to OpenWebUI Extras.
+Learn how to develop plugins and contribute to OpenWebUI Extensions.
 
 ---
 
@@ -24,6 +24,14 @@ Learn how to develop plugins and contribute to OpenWebUI Extras.
 
     [:octicons-arrow-right-24: Read the Guide](documentation-guide.md)
 
+-   :material-robot:{ .lg .middle } **Copilot Engineering Plan**
+
+    ---
+
+    Engineering configuration for GitHub Copilot + Gemini CLI + antigravity development mode.
+
+    [:octicons-arrow-right-24: Read the Plan](copilot-engineering-plan.md)
+
 -   :material-github:{ .lg .middle } **Contributing**
 
     ---
@@ -164,5 +172,6 @@ user_language = __user__.get("language", "en-US")
 ## Resources
 
 - [Full Development Guide](plugin-guide.md)
-- [Plugin Examples](https://github.com/Fu-Jie/awesome-openwebui/tree/main/plugins)
+- [Copilot Engineering Plan](copilot-engineering-plan.md)
+- [Plugin Examples](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins)
 - [OpenWebUI Documentation](https://docs.openwebui.com/)

docs/development/index.zh.md

@@ -1,6 +1,6 @@
 # 开发指南
 
-了解如何开发插件并为 OpenWebUI Extras 做出贡献。
+了解如何开发插件并为 OpenWebUI Extensions 做出贡献。
 
 ---
 
@@ -24,6 +24,14 @@
 
     [:octicons-arrow-right-24: 阅读指南](documentation-guide.md)
 
+-   :material-robot:{ .lg .middle } **Copilot 工程化配置**
+
+    ---
+
+    面向 GitHub Copilot + Gemini CLI + 反重力开发模式的工程化设计文档。
+
+    [:octicons-arrow-right-24: 阅读文档](copilot-engineering-plan.md)
+
 -   :material-github:{ .lg .middle } **贡献指南**
 
     ---
@@ -164,5 +172,6 @@ user_language = __user__.get("language", "en-US")
 ## 资源
 
 - [完整开发指南](plugin-guide.md)
-- [插件示例](https://github.com/Fu-Jie/awesome-openwebui/tree/main/plugins)
+- [Copilot 工程化配置](copilot-engineering-plan.md)
+- [插件示例](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins)
 - [OpenWebUI 文档](https://docs.openwebui.com/)

docs/development/mermaid-syntax-standards.md

@@ -0,0 +1,64 @@
+# Mermaid Syntax Standards & Best Practices
+
+This document summarizes the official syntax standards for Mermaid flowcharts, focusing on node labels, quoting rules, and special character handling. It serves as a reference for the `markdown_normalizer` plugin logic.
+
+## 1. Node Shapes & Syntax
+
+Mermaid supports various node shapes defined by specific wrapping characters.
+
+| Shape | Syntax | Example |
+| :--- | :--- | :--- |
+| **Rectangle** (Default) | `id[Label]` | `A[Start]` |
+| **Rounded** | `id(Label)` | `B(Process)` |
+| **Stadium** (Pill) | `id([Label])` | `C([End])` |
+| **Subroutine** | `id[[Label]]` | `D[[Subroutine]]` |
+| **Cylinder** (Database) | `id[(Label)]` | `E[(Database)]` |
+| **Circle** | `id((Label))` | `F((Point))` |
+| **Double Circle** | `id(((Label)))` | `G(((Endpoint)))` |
+| **Asymmetric** | `id>Label]` | `H>Flag]` |
+| **Rhombus** (Decision) | `id{Label}` | `I{Decision}` |
+| **Hexagon** | `id{{Label}}` | `J{{Prepare}}` |
+| **Parallelogram** | `id[/Label/]` | `K[/Input/]` |
+| **Parallelogram Alt** | `id[\Label\]` | `L[\Output\]` |
+| **Trapezoid** | `id[/Label\]` | `M[/Trap/]` |
+| **Trapezoid Alt** | `id[\Label/]` | `N[\TrapAlt/]` |
+
+## 2. Quoting Rules (Critical)
+
+### Why Quote?
+Quoting node labels is **highly recommended** and sometimes **mandatory** to prevent syntax errors.
+
+### Mandatory Quoting Scenarios
+You **MUST** enclose labels in double quotes `"` if they contain:
+1.  **Special Characters**: `()`, `[]`, `{}`, `;`, `"`, etc.
+2.  **Keywords**: Words like `end`, `subgraph`, etc., if used in specific contexts.
+3.  **Unicode/Emoji**: While often supported without quotes, quoting ensures consistent rendering across different environments.
+4.  **Markdown**: If you want to use Markdown formatting (bold, italic) inside a label.
+
+### Best Practice: Always Quote
+To ensure robustness, especially when processing LLM-generated content which may contain unpredictable characters, **always enclosing labels in double quotes is the safest strategy**.
+
+**Examples:**
+*   ❌ Risky: `id(Start: 15:00)` (Colon might be interpreted as style separator)
+*   ✅ Safe: `id("Start: 15:00")`
+*   ❌ Broken: `id(Func(x))` (Nested parentheses break parsing)
+*   ✅ Safe: `id("Func(x)")`
+
+## 3. Escape Characters
+
+Inside a quoted string:
+*   Double quotes `"` must be escaped as `\"`.
+*   HTML entities (e.g., `#35;` for `#`) can be used.
+
+## 4. Plugin Logic Verification
+
+The `markdown_normalizer` plugin implements the following logic:
+
+1.  **Detection**: Identifies Mermaid node definitions using a comprehensive regex covering all shapes above.
+2.  **Normalization**:
+    *   Checks if the label is already quoted.
+    *   If **NOT quoted**, it wraps the label in double quotes `""`.
+    *   Escapes any existing double quotes inside the label (`"` -> `\"`).
+3.  **Shape Preservation**: The regex captures the specific opening and closing delimiters (e.g., `((` and `))`) to ensure the node shape is strictly preserved during normalization.
+
+**Conclusion**: The plugin's behavior of automatically adding quotes to unquoted labels is **fully aligned with Mermaid's official best practices** for robustness and error prevention.

docs/development/plugin-guide.md

@@ -7,11 +7,13 @@
 ## 📚 Table of Contents
 
 1. [Quick Start](#1-quick-start)
-2. [Core Concepts & SDK Details](#2-core-concepts--sdk-details)
-3. [Deep Dive into Plugin Types](#3-deep-dive-into-plugin-types)
-4. [Advanced Development Patterns](#4-advanced-development-patterns)
-5. [Best Practices & Design Principles](#5-best-practices--design-principles)
-6. [Troubleshooting](#6-troubleshooting)
+2. [Project Structure & Naming](#2-project-structure--naming)
+3. [Core Concepts & SDK Details](#3-core-concepts--sdk-details)
+4. [Deep Dive into Plugin Types](#4-deep-dive-into-plugin-types)
+5. [Advanced Development Patterns](#5-advanced-development-patterns)
+6. [Best Practices & Design Principles](#6-best-practices--design-principles)
+7. [Workflow & Process](#7-workflow--process)
+8. [Troubleshooting](#8-troubleshooting)
 
 ---
 
@@ -64,9 +66,39 @@ class Action:
 
 ---
 
-## 2. Core Concepts & SDK Details
+## 2. Project Structure & Naming
 
-### 2.1 ⚠️ Important: Sync vs Async
+### 2.1 Language & Code Requirements
+
+- **Single Code File**: `plugins/{type}/{name}/{name}.py`. Never create separate source files for different languages.
+- **Built-in i18n**: Must dynamically switch UI, prompts, and logs based on user language.
+- **Documentation**: Must include both `README.md` (English) and `README_CN.md` (Chinese).
+
+### 2.2 Docstring Standard
+
+Each plugin file must start with a standardized docstring:
+
+```python
+"""
+title: Plugin Name
+author: Fu-Jie
+author_url: https://github.com/Fu-Jie/openwebui-extensions
+funding_url: https://github.com/open-webui
+version: 0.1.0
+icon_url: data:image/svg+xml;base64,<base64-encoded-svg>
+requirements: dependency1==1.0.0, dependency2>=2.0.0
+description: Brief description of plugin functionality.
+"""
+```
+
+- **icon_url**: Required for Action plugins. Must be Base64 encoded SVG from [Lucide Icons](https://lucide.dev/icons/).
+- **requirements**: Only list dependencies not installed in the OpenWebUI environment.
+
+---
+
+## 3. Core Concepts & SDK Details
+
+### 3.1 ⚠️ Important: Sync vs Async
 
 OpenWebUI plugins run within an `asyncio` event loop.
 
@@ -75,7 +107,7 @@ OpenWebUI plugins run within an `asyncio` event loop.
     - **Pitfall**: Calling synchronous methods directly (e.g., `time.sleep`, `requests.get`) will freeze the entire server
     - **Solution**: Wrap synchronous calls using `await asyncio.to_thread(sync_func, ...)`
 
-### 2.2 Core Parameters
+### 3.2 Core Parameters
 
 All plugin methods (`inlet`, `outlet`, `pipe`, `action`) support injecting the following special parameters:
 
@@ -88,30 +120,43 @@ All plugin methods (`inlet`, `outlet`, `pipe`, `action`) support injecting the f
 | `__event_emitter__` | `func` | **One-way Notification**. Used to send Toast notifications or status bar updates |
 | `__event_call__` | `func` | **Two-way Interaction**. Used to execute JS code, show confirmation dialogs, or input boxes |
 
-### 2.3 Configuration System (Valves)
+### 3.3 Configuration System (Valves)
 
-- **`Valves`**: Global admin configuration
-- **`UserValves`**: User-level configuration (higher priority, overrides global)
+Use Pydantic BaseModel to define configurable parameters. All Valves fields must use **UPPER_SNAKE_CASE**.
 
 ```python
-class Filter:
+from pydantic import BaseModel, Field
+
+class Action:
     class Valves(BaseModel):
-        API_KEY: str = Field(default="", description="Global API Key")
-        
-    class UserValves(BaseModel):
-        API_KEY: str = Field(default="", description="User Private API Key")
-        
-    def inlet(self, body, __user__):
-        # Prioritize user's Key
-        user_valves = __user__.get("valves", self.UserValves())
-        api_key = user_valves.API_KEY or self.valves.API_KEY
+        SHOW_STATUS: bool = Field(default=True, description="Whether to show operation status updates.")
+        # ...
 ```
 
+### 3.4 Context Access
+
+All plugins **must** use `_get_user_context` and `_get_chat_context` methods to safely extract information, rather than accessing `__user__` or `body` directly.
+
+### 3.5 Event Emission & Logging
+
+- **Event Emission**: Implement helper methods `_emit_status` and `_emit_notification`.
+- **Frontend Console Debugging**: Highly recommended for real-time data flow viewing. Use `_emit_debug_log` to print structured debug logs in the browser console.
+- **Server-side Logging**: Use Python's standard `logging` module. Do not use `print()`.
+
+### 3.6 Database & File Storage
+
+- **Database**: Re-use Open WebUI's internal database connection (`open_webui.internal.db`).
+- **File Storage**: Implement multi-level fallback mechanisms (DB -> S3 -> Local -> URL -> API) to ensure compatibility across all storage configurations.
+
+### 3.7 Internationalization (i18n)
+
+Define a `TRANSLATIONS` dictionary and use a robust language detection mechanism (Multi-level Fallback: JS localStorage -> HTTP Accept-Language -> User Profile -> en-US).
+
 ---
 
-## 3. Deep Dive into Plugin Types
+## 4. Deep Dive into Plugin Types
 
-### 3.1 Action
+### 4.1 Action
 
 **Role**: Adds buttons below messages that trigger upon user click.
 
@@ -136,7 +181,7 @@ async def action(self, body, __event_call__):
     await __event_call__({"type": "execute", "data": {"code": js}})
 ```
 
-### 3.2 Filter
+### 4.2 Filter
 
 **Role**: Middleware that intercepts and modifies requests/responses.
 
@@ -157,7 +202,7 @@ async def inlet(self, body, __metadata__):
     return body
 ```
 
-### 3.3 Pipe
+### 4.3 Pipe
 
 **Role**: Custom Model/Agent.
 
@@ -182,18 +227,27 @@ class Pipe:
         return r.iter_lines()
 ```
 
+### 4.4 Copilot SDK Tool Definition Standards
+
+When developing custom tools for GitHub Copilot SDK, you **must** define a Pydantic `BaseModel` for parameters and explicitly reference it using `params_type` in `define_tool`.
+
+### 4.5 Copilot SDK Streaming & Tool Card Standards
+
+- **Reasoning Streaming**: Must use native `<think>` tags and ensure proper closure (`\n</think>\n`) before outputting main content or tool calls.
+- **Native Tool Calls Block**: Output strictly formatted HTML `<details type="tool_calls"...>` blocks. Ensure all double quotes in attributes are escaped as `&quot;`.
+
 ---
 
-## 4. Advanced Development Patterns
+## 5. Advanced Development Patterns
 
-### 4.1 Pipe & Filter Collaboration
+### 5.1 Pipe & Filter Collaboration
 
 Use `__request__.app.state` to share data between plugins:
 
 - **Pipe**: `__request__.app.state.search_results = [...]`
 - **Filter (Outlet)**: Read `search_results` and format them as citation links
 
-### 4.2 Async Background Tasks
+### 5.2 Async Background Tasks
 
 Execute time-consuming operations without blocking the user response:
 
@@ -209,7 +263,7 @@ async def background_job(self, chat_id):
     pass
 ```
 
-### 4.3 Calling Built-in LLM
+### 5.3 Calling Built-in LLM
 
 ```python
 from open_webui.utils.chat import generate_chat_completion
@@ -235,22 +289,52 @@ llm_response = await generate_chat_completion(
 )
 ```
 
+### 5.4 JS Render to Markdown (Data URL Embedding)
+
+For scenarios requiring complex frontend rendering (e.g., AntV charts, Mermaid diagrams) but wanting **persistent pure Markdown output**, use the Data URL embedding pattern:
+
+#### Workflow
+
+```text
+┌──────────────────────────────────────────────────────────────┐
+│  1. Python Action                                             │
+│     ├── Analyze message content                               │
+│     ├── Call LLM to generate structured data (optional)       │
+│     └── Send JS code to frontend via __event_call__           │
+├──────────────────────────────────────────────────────────────┤
+│  2. Browser JS (via __event_call__)                           │
+│     ├── Dynamically load visualization library                │
+│     ├── Render SVG/Canvas offscreen                           │
+│     ├── Export to Base64 Data URL via toDataURL()             │
+│     └── Update message content via REST API                   │
+├──────────────────────────────────────────────────────────────┤
+│  3. Markdown Rendering                                        │
+│     └── Display ![description](data:image/svg+xml;base64,...) │
+└──────────────────────────────────────────────────────────────┘
+```
+
+### 5.5 Agent File Delivery Standards (3-Step Delivery Protocol)
+
+1. **Write Local**: Create files in the current execution directory (`.`).
+2. **Publish**: Call `publish_file_from_workspace(filename='name.ext')`.
+3. **Display Link**: Present the returned `download_url` as a Markdown link.
+
 ---
 
-## 5. Best Practices & Design Principles
+## 6. Best Practices & Design Principles
 
-### 5.1 Naming & Positioning
+### 6.1 Naming & Positioning
 
 - **Short & Punchy**: e.g., "FlashCard", "DeepRead". Avoid generic terms like "Text Analysis Assistant"
 - **Complementary**: Don't reinvent the wheel; clarify what specific problem your plugin solves
 
-### 5.2 User Experience (UX)
+### 6.2 User Experience (UX)
 
 - **Timely Feedback**: Send a `notification` ("Generating...") before time-consuming operations
 - **Visual Appeal**: When Action outputs HTML, use modern CSS (rounded corners, shadows, gradients)
 - **Smart Guidance**: If text is too short, prompt the user: "Suggest entering more content for better results"
 
-### 5.3 Error Handling
+### 6.3 Error Handling
 
 !!! danger "Never fail silently"
     Always catch exceptions and inform the user via `__event_emitter__`.
@@ -266,9 +350,39 @@ except Exception as e:
     })
 ```
 
+### 6.4 Long-running Task Notifications
+
+If a foreground task is expected to take more than 3 seconds, implement a user notification mechanism (e.g., sending a notification every 5 seconds).
+
 ---
 
-## 6. Troubleshooting
+## 7. Workflow & Process
+
+### 7.1 Source-derived Knowledge (from `plugins/`)
+
+- **Input/context safety**: normalize multimodal text extraction, use `_get_user_context` / `_get_chat_context`, and protect frontend language detection with timeout guards.
+- **Long task UX**: emit immediate `status/notification`, then staged progress updates; keep full exception detail in backend logs.
+- **HTML merge strategy**: use stable wrapper markers (`OPENWEBUI_PLUGIN_OUTPUT`) and support both overwrite and merge modes.
+- **Theme consistency**: detect parent/system theme and apply theme-aware rendering/export styles for iframe-based outputs.
+- **Render-export-persist loop**: offscreen render (SVG/PNG) -> upload `/api/v1/files/` -> event update + persistence update to avoid refresh loss.
+- **DOCX production path**: `TITLE_SOURCE` fallback naming, reasoning-block stripping, native Word math (`latex2mathml + mathml2omml`), and citation/reference anchoring.
+- **File retrieval fallback chain**: DB inline -> S3 direct -> local path variants -> public URL -> internal API -> raw fields, with max-byte guards on each stage.
+- **Filter singleton discipline**: do not store request-scoped mutable state on `self`; compute from request context each run.
+- **Async compression pattern**: `inlet` summary injection + `outlet` background summary generation, with model-threshold override and system-message protection.
+- **Workspace/tool hardening**: explicit `params_type` schemas, strict path-boundary validation, and publish flow returning `/api/v1/files/{id}/content` with `skip_rag=true` metadata.
+- **MoE refinement pipeline**: detect aggregation prompts, parse segmented responses, and rewrite to synthesis-oriented master prompt with optional reroute model.
+
+### 7.2 Copilot Engineering Configuration
+
+- For repository-wide AI-assisted engineering setup (GitHub Copilot + Gemini CLI + antigravity mode), follow `docs/development/copilot-engineering-plan.md`.
+- This plan defines the shared contract for tool parameter schema/routing, file creation/publish protocol, rollback-safe delivery patterns, and streaming/tool-card compatibility.
+
+- **Consistency Maintenance**: Any addition, modification, or removal of a plugin must simultaneously update the plugin code, READMEs, project docs, doc indexes, and the root README.
+- **Release Workflow**: Pushing to `main` triggers automatic release. Ensure version numbers are updated and follow SemVer. Use Conventional Commits.
+
+---
+
+## 8. Troubleshooting
 
 ??? question "HTML not showing?"
     Ensure it's wrapped in a ` ```html ... ``` ` code block.
@@ -288,6 +402,6 @@ except Exception as e:
 
 ## Additional Resources
 
-- [:fontawesome-brands-github: Plugin Examples](https://github.com/Fu-Jie/awesome-openwebui/tree/main/plugins)
+- [:fontawesome-brands-github: Plugin Examples](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins)
 - [:material-book-open-variant: OpenWebUI Official Docs](https://docs.openwebui.com/)
 - [:material-forum: Community Discussions](https://github.com/open-webui/open-webui/discussions)

docs/development/plugin-guide.zh.md

@@ -4,26 +4,28 @@
 
 ## 📚 目录
 
-1.  [插件开发快速入门](#1-插件开发快速入门)
-2.  [核心概念与 SDK 详解](#2-核心概念与-sdk-详解)
-3.  [插件类型深度解析](#3-插件类型深度解析)
-    *   [Action (动作)](#31-action-动作)
-    *   [Filter (过滤器)](#32-filter-过滤器)
-    *   [Pipe (管道)](#33-pipe-管道)
-4.  [高级开发模式](#4-高级开发模式)
-5.  [最佳实践与设计原则](#5-最佳实践与设计原则)
-6.  [故障排查](#6-故障排查)
+1. [插件开发快速入门](#1-quick-start)
+2. [核心概念与 SDK 详解](#2-core-concepts-sdk-details)
+3. [插件类型深度解析](#3-plugin-types)
+    * [Action (动作)](#31-action)
+    * [Filter (过滤器)](#32-filter)
+    * [Pipe (管道)](#33-pipe)
+4. [高级开发模式](#4-advanced-patterns)
+5. [最佳实践与设计原则](#5-best-practices)
+6. [仓库规范（openwebui-extensions）](#6-repo-standards)
+7. [故障排查](#7-troubleshooting)
 
 ---
 
-## 1. 插件开发快速入门
+## 1. 插件开发快速入门 {: #1-quick-start }
 
 ### 1.1 什么是 OpenWebUI 插件？
 
 OpenWebUI 插件（官方称为 "Functions"）是扩展平台功能的主要方式。它们运行在后端 Python 环境中，允许你：
-*   🔌 **集成新模型**：通过 Pipe 接入 Claude、Gemini 或自定义 RAG。
-*   🎨 **增强交互**：通过 Action 在消息旁添加按钮（如"导出"、"生成图表"）。
-*   🔧 **干预流程**：通过 Filter 在请求前后修改数据（如注入上下文、敏感词过滤）。
+
+* 🔌 **集成新模型**：通过 Pipe 接入 Claude、Gemini 或自定义 RAG。
+* 🎨 **增强交互**：通过 Action 在消息旁添加按钮（如"导出"、"生成图表"）。
+* 🔧 **干预流程**：通过 Filter 在请求前后修改数据（如注入上下文、敏感词过滤）。
 
 ### 1.2 你的第一个插件 (Hello World)
 
@@ -64,14 +66,15 @@ class Action:
 
 ---
 
-## 2. 核心概念与 SDK 详解
+## 2. 核心概念与 SDK 详解 {: #2-core-concepts-sdk-details }
 
 ### 2.1 ⚠️ 重要：同步与异步
 
 OpenWebUI 插件运行在 `asyncio` 事件循环中。
-*   **原则**：所有 I/O 操作（数据库、文件、网络）必须非阻塞。
-*   **陷阱**：直接调用同步方法（如 `time.sleep`, `requests.get`）会卡死整个服务器。
-*   **解决**：使用 `await asyncio.to_thread(sync_func, ...)` 包装同步调用。
+
+* **原则**：所有 I/O 操作（数据库、文件、网络）必须非阻塞。
+* **陷阱**：直接调用同步方法（如 `time.sleep`, `requests.get`）会卡死整个服务器。
+* **解决**：使用 `await asyncio.to_thread(sync_func, ...)` 包装同步调用。
 
 ### 2.2 核心参数详解
 
@@ -88,8 +91,8 @@ OpenWebUI 插件运行在 `asyncio` 事件循环中。
 
 ### 2.3 配置系统 (Valves)
 
-*   **`Valves`**: 管理员全局配置。
-*   **`UserValves`**: 用户级配置（优先级更高，可覆盖全局）。
+* **`Valves`**: 管理员全局配置。
+* **`UserValves`**: 用户级配置（优先级更高，可覆盖全局）。
 
 ```python
 class Filter:
@@ -107,13 +110,13 @@ class Filter:
 
 ---
 
-## 3. 插件类型深度解析
+## 3. 插件类型深度解析 {: #3-plugin-types }
 
-### 3.1 Action (动作)
+### 3.1 Action (动作) {: #31-action }
 
 **定位**：在消息下方添加按钮，用户点击触发。
 
-**高级用法：前端执行 JavaScript (文件下载示例)**
+#### 高级用法：前端执行 JavaScript (文件下载示例)
 
 ```python
 import base64
@@ -134,15 +137,15 @@ async def action(self, body, __event_call__):
     await __event_call__({"type": "execute", "data": {"code": js}})
 ```
 
-### 3.2 Filter (过滤器)
+### 3.2 Filter (过滤器) {: #32-filter }
 
 **定位**：中间件，拦截并修改请求/响应。
 
-*   **`inlet`**: 请求前。用于注入上下文、修改模型参数。
-*   **`outlet`**: 响应后。用于格式化输出、保存日志。
-*   **`stream`**: 流式处理中。用于实时敏感词过滤。
+* **`inlet`**: 请求前。用于注入上下文、修改模型参数。
+* **`outlet`**: 响应后。用于格式化输出、保存日志。
+* **`stream`**: 流式处理中。用于实时敏感词过滤。
 
-**示例：注入环境变量**
+#### 示例：注入环境变量
 
 ```python
 async def inlet(self, body, __metadata__):
@@ -155,11 +158,11 @@ async def inlet(self, body, __metadata__):
     return body
 ```
 
-### 3.3 Pipe (管道)
+### 3.3 Pipe (管道) {: #33-pipe }
 
 **定位**：自定义模型/代理。
 
-**示例：简单的 OpenAI 代理**
+#### 示例：简单的 OpenAI 代理
 
 ```python
 import requests
@@ -177,14 +180,17 @@ class Pipe:
 
 ---
 
-## 4. 高级开发模式
+## 4. 高级开发模式 {: #4-advanced-patterns }
 
 ### 4.1 Pipe 与 Filter 协同
+
 利用 `__request__.app.state` 在不同插件间共享数据。
-*   **Pipe**: `__request__.app.state.search_results = [...]`
-*   **Filter (Outlet)**: 读取 `search_results` 并将其格式化为引用链接附加到回复末尾。
+
+* **Pipe**: `__request__.app.state.search_results = [...]`
+* **Filter (Outlet)**: 读取 `search_results` 并将其格式化为引用链接附加到回复末尾。
 
 ### 4.2 异步后台任务
+
 不阻塞用户响应，在后台执行耗时操作（如生成总结、存库）。
 
 ```python
@@ -199,20 +205,139 @@ async def background_job(self, chat_id):
     pass
 ```
 
----
+### 4.3 JS 渲染并嵌入 Markdown (Data URL 嵌入)
 
-## 5. 最佳实践与设计原则
+对于需要复杂前端渲染（如 AntV 图表、Mermaid 图表）但希望结果**持久化为纯 Markdown 格式**的场景，推荐使用 Data URL 嵌入模式：
+
+#### 工作流程
+
+```text
+┌──────────────────────────────────────────────────────────────┐
+│  1. Python Action                                             │
+│     ├── 分析消息内容                                           │
+│     ├── 调用 LLM 生成结构化数据（可选）                         │
+│     └── 通过 __event_call__ 发送 JS 代码到前端                 │
+├──────────────────────────────────────────────────────────────┤
+│  2. Browser JS (通过 __event_call__)                          │
+│     ├── 动态加载可视化库                                       │
+│     ├── 离屏渲染 SVG/Canvas                                    │
+│     ├── 使用 toDataURL() 导出 Base64 Data URL                  │
+│     └── 通过 REST API 更新消息内容                             │
+├──────────────────────────────────────────────────────────────┤
+│  3. Markdown 渲染                                             │
+│     └── 显示 ![描述](data:image/svg+xml;base64,...)           │
+└──────────────────────────────────────────────────────────────┘
+```
+
+#### Python 端（发送 JS 执行）
+
+```python
+async def action(self, body, __event_call__, __metadata__, ...):
+    chat_id = self._extract_chat_id(body, __metadata__)
+    message_id = self._extract_message_id(body, __metadata__)
+    
+    # 生成 JS 代码
+    js_code = self._generate_js_code(
+        chat_id=chat_id,
+        message_id=message_id,
+        data=processed_data,
+    )
+    
+    # 执行 JS
+    if __event_call__:
+        await __event_call__({
+            "type": "execute",
+            "data": {"code": js_code}
+        })
+```
+
+#### JavaScript 端（渲染并回写）
+
+```javascript
+(async function() {
+    // 1. 加载可视化库
+    if (typeof VisualizationLib === 'undefined') {
+        await new Promise((resolve, reject) => {
+            const script = document.createElement('script');
+            script.src = 'https://cdn.example.com/lib.min.js';
+            script.onload = resolve;
+            script.onerror = reject;
+            document.head.appendChild(script);
+        });
+    }
+    
+    // 2. 创建离屏容器
+    const container = document.createElement('div');
+    container.style.cssText = 'position:absolute;left:-9999px;';
+    document.body.appendChild(container);
+    
+    // 3. 渲染可视化
+    const instance = new VisualizationLib({ container });
+    instance.render(data);
+    
+    // 4. 导出为 Data URL
+    const dataUrl = await instance.toDataURL({ type: 'svg', embedResources: true });
+    
+    // 5. 清理
+    instance.destroy();
+    document.body.removeChild(container);
+    
+    // 6. 生成 Markdown 图片
+    const markdownImage = `![图表](${dataUrl})`;
+    
+    // 7. 通过 API 更新消息
+    const token = localStorage.getItem("token");
+    await fetch(`/api/v1/chats/${chatId}/messages/${messageId}/event`, {
+        method: "POST",
+        headers: {
+            "Content-Type": "application/json",
+            "Authorization": `Bearer ${token}`
+        },
+        body: JSON.stringify({
+            type: "chat:message",
+            data: { content: originalContent + "\n\n" + markdownImage }
+        })
+    });
+})();
+```
+
+#### 优势
+
+* **纯 Markdown 输出**：结果是标准的 Markdown 图片语法，无需 HTML 代码块
+* **自包含**：图片以 Base64 Data URL 嵌入，无外部依赖
+* **持久化**：通过 API 回写，消息重新加载后图片仍然存在
+* **跨平台**：任何支持 Markdown 图片的客户端都能显示
+
+#### HTML 注入 vs JS 渲染嵌入 Markdown
+
+| 特性 | HTML 注入 | JS 渲染 + Markdown 图片 |
+|------|----------|------------------------|
+| 输出格式 | HTML 代码块 | Markdown 图片 |
+| 交互性 | ✅ 支持按钮、动画 | ❌ 静态图片 |
+| 外部依赖 | 需要加载 JS 库 | 无（图片自包含） |
+| 持久化 | 依赖浏览器渲染 | ✅ 永久可见 |
+| 文件导出 | 需特殊处理 | ✅ 直接导出 |
+| 适用场景 | 交互式内容 | 信息图、图表快照 |
+
+#### 参考实现
+
+* `plugins/actions/infographic/infographic.py` - 基于 AntV + Data URL 的生产级实现
+
+## 5. 最佳实践与设计原则 {: #5-best-practices }
 
 ### 5.1 命名与定位
-*   **简短有力**：如 "闪记卡", "精读"。避免 "文本分析助手" 这种泛词。
-*   **功能互补**：不要重复造轮子，明确你的插件解决了什么特定问题。
+
+* **简短有力**：如 "闪记卡", "精读"。避免 "文本分析助手" 这种泛词。
+* **功能互补**：不要重复造轮子，明确你的插件解决了什么特定问题。
 
 ### 5.2 用户体验 (UX)
-*   **反馈及时**：耗时操作前先发送 `notification` ("正在生成...")。
-*   **视觉美观**：Action 输出 HTML 时，使用现代化的 CSS（圆角、阴影、渐变）。
-*   **智能引导**：检测到文本过短时，提示用户"建议输入更多内容以获得更好结果"。
+
+* **反馈及时**：耗时操作前先发送 `notification` ("正在生成...")。
+* **视觉美观**：Action 输出 HTML 时，使用现代化的 CSS（圆角、阴影、渐变）。
+* **智能引导**：检测到文本过短时，提示用户"建议输入更多内容以获得更好结果"。
 
 ### 5.3 错误处理
+
 永远不要让插件静默失败。捕获异常并通过 `__event_emitter__` 告知用户。
 
 ```python
@@ -227,8 +352,76 @@ except Exception as e:
 
 ---
 
-## 6. 故障排查
+## 6. 仓库规范（openwebui-extensions） {: #6-repo-standards }
 
-*   **HTML 不显示？** 确保包裹在 ` ```html ... ``` ` 代码块中。
-*   **数据库报错？** 检查是否在 `async` 函数中直接调用了同步的 DB 方法，请使用 `asyncio.to_thread`。
-*   **参数未生效？** 检查 `Valves` 定义是否正确，以及是否被 `UserValves` 覆盖。
+### 6.1 单文件 i18n 规范
+
+本仓库要求每个插件采用**单文件源码 + 内置多语言**方案，禁止按语言拆分多个 `.py` 文件。
+
+* 代码路径规范：`plugins/{type}/{name}/{name}.py`
+* 文档规范：必须同时提供 `README.md` 与 `README_CN.md`
+
+### 6.2 上下文访问规范（必选）
+
+优先通过 `_get_user_context` 与 `_get_chat_context` 提取上下文，避免直接硬编码读取 `__user__` 或 `body` 字段。
+
+### 6.3 事件与日志规范
+
+* 用状态/通知事件给用户反馈进度。
+* 前端调试优先使用 `execute` 注入的控制台日志。
+* 后端统一使用 Python `logging`，生产代码避免 `print()`。
+
+### 6.4 前端语言探测防卡死
+
+通过 `__event_call__` 获取前端语言时，必须同时满足：
+
+* JS 端 `try...catch` 并保证返回值
+* 后端 `asyncio.wait_for(..., timeout=2.0)`
+
+这样可以避免前端异常导致后端永久等待。
+
+### 6.5 Copilot SDK 工具参数定义
+
+开发 Copilot SDK 工具时，应使用 `pydantic.BaseModel` 显式声明参数，并在 `define_tool(...)` 中通过 `params_type` 传入。
+
+### 6.6 Copilot SDK 流式输出格式
+
+* 思考过程使用原生 `<think>...</think>`。
+* 正文或工具卡片输出前，必须先闭合 `</think>`。
+* 工具卡片使用 `<details type="tool_calls" ...>` 原生结构。
+* `arguments` 与 `result` 属性中的双引号必须转义为 `&quot;`。
+
+### 6.7 从 `plugins/` 全量提炼的关键开发知识
+
+* **输入与上下文**：统一做多模态文本抽取；优先 `_get_user_context` / `_get_chat_context`；前端语言探测必须 `wait_for` 超时保护。
+* **长任务反馈**：执行前立即发送 `status/notification`，过程分阶段汇报，失败时用户提示简洁、后台日志完整。
+* **HTML/渲染输出**：使用固定包装器与插入点，支持覆盖与合并两种模式；主题跟随父页面与系统主题。
+* **前端导出闭环**：离屏渲染 SVG/PNG -> 上传 `/api/v1/files/` -> 事件更新 + 持久化更新，避免刷新丢失。
+* **DOCX 生产模式**：`TITLE_SOURCE` 多级回退；导出前剔除 reasoning；LaTeX 转 OMML；支持引用锚点与参考文献。
+* **文件访问回退链**：DB 内联 -> S3 -> 本地路径变体 -> 公网 URL -> 内部 API -> 原始字段，并在每层限制字节上限。
+* **Filter 单例安全**：禁止在 `self` 保存请求态；上下文压缩采用 inlet/outlet 双阶段 + 异步后台任务。
+* **工具与工作区安全**：工具参数用 `params_type` 显式建模；路径解析后必须二次校验在 workspace 根目录内。
+* **文件交付标准**：本地生成 -> 发布工具 -> 返回 `/api/v1/files/{id}/content`，并带 `skip_rag=true` 元数据。
+* **MoE 聚合优化**：识别聚合提示词后重写为结构化综合分析任务，并可在聚合阶段切换模型。
+
+### 6.8 Copilot 工程化配置（GitHub Copilot + Gemini CLI + 反重力开发）
+
+统一工程化配置请参考：
+
+* `docs/development/copilot-engineering-plan.md`
+* `docs/development/copilot-engineering-plan.zh.md`
+
+该设计文档规定了：
+
+* 工具参数建模与路由规则
+* 文件创建与发布协议
+* 可回滚的高迭代交付模式
+* 流式输出与工具卡片兼容要求
+
+---
+
+## 7. 故障排查 {: #7-troubleshooting }
+
+* **HTML 不显示？** 确保包裹在 ` ```html ... ``` ` 代码块中。
+* **数据库报错？** 检查是否在 `async` 函数中直接调用了同步的 DB 方法，请使用 `asyncio.to_thread`。
+* **参数未生效？** 检查 `Valves` 定义是否正确，以及是否被 `UserValves` 覆盖。

docs/en/implementation_plan.md

@@ -1,50 +1,46 @@
-# 开源项目重组实施计划
+# Implementation Plan (Current)
 
-## 1. 目标
-将 `openwebui-extras` 打造为一个 **OpenWebUI 增强功能集合库**，专注于分享个人开发和收集的优质插件、提示词，而非作为一个独立的 Python 应用程序发布。
+## 1. Objective
 
-## 2. 当前状态分析
-- **定位明确**：项目核心价值在于内容（Plugins, Prompts, Docs），而非运行环境。
-- **结构已优化**：
-    - `plugins/`：核心插件资源。
-    - `prompts/`：提示词资源。
-    - `docs/`：详细的使用和开发文档。
-    - `scripts/`：辅助工具脚本（如本地测试用的 `run.py`）。
-- **已移除不必要文件**：移除了 `requirements.txt`，避免用户误以为需要配置 Python 环境。
+Define an engineering-ready design baseline for OpenWebUI plugin development that:
 
-## 3. 重组方案
+- uses GitHub Copilot as the primary coding agent,
+- supports Gemini CLI as a secondary execution/research lane,
+- adopts antigravity development mode for reversible, low-risk iteration.
 
-### 3.1 目录结构
-保持当前的清晰结构，强调“拿来即用”：
+## 2. Current Decision
 
-```
-openwebui-extras/
-├── docs/                 # 文档与教程
-├── plugins/              # 插件库 (核心资源)
-│   ├── actions/
-│   ├── filters/
-│   ├── pipelines/
-│   └── pipes/
-├── prompts/              # 提示词库 (核心资源)
-├── scripts/              # 维护者工具 (非用户必须)
-├── LICENSE               # MIT 许可证
-├── README.md             # 项目入口与资源索引
-└── index.html            # 项目展示页
-```
+The active design document is:
 
-### 3.2 核心调整
-1.  **移除依赖管理**：删除了 `requirements.txt`。用户不需要 `pip install` 任何东西，只需下载对应的 `.py` 或 `.md` 文件导入 OpenWebUI 即可。
-2.  **文档侧重**：README 和文档将侧重于“如何下载”和“如何导入”，而不是“如何安装项目”。
+- `docs/development/copilot-engineering-plan.md`
+- `docs/development/copilot-engineering-plan.zh.md`
 
-### 3.3 后续建议
-1.  **资源索引**：建议在 `README.md` 中维护一个高质量的插件/提示词索引表，方便用户快速查找。
-2.  **贡献指南**：制定简单的 `CONTRIBUTING.md`，告诉其他人如何提交他们的插件或提示词（例如：只需提交文件到对应目录）。
-3.  **版本控制**：虽然不需要 Python 环境，但建议在插件文件的头部注释中保留版本号和兼容性说明（如 `Compatible with OpenWebUI v0.3.x`）。
+This file is retained as a stable pointer to avoid design drift.
 
-## 4. 发布流程
-1.  **提交更改**：`git add . && git commit -m "Update project structure for resource sharing"`
-2.  **推送到 GitHub**。
-3.  **宣传**：在 OpenWebUI 社区分享此仓库链接。
+## 3. Engineering Baseline
+
+- Single-file i18n plugin code architecture.
+- Bilingual documentation contract.
+- Copilot SDK tool schema discipline (`params_type`).
+- Gemini CLI output normalization before merge.
+- Workspace file sandbox + publish protocol.
+- Streaming compatibility with native `<think>` and `<details type="tool_calls">`.
+
+## 4. File Creation & Delivery Baseline
+
+- Create artifacts in workspace-scoped paths.
+- Publish artifacts via workspace publish flow.
+- Return and display `/api/v1/files/{id}/content` links for delivery.
+
+## 5. Maintenance Rule
+
+Any update to plugin engineering standards must be reflected in:
+
+1. `docs/development/copilot-engineering-plan.md`
+2. `docs/development/copilot-engineering-plan.zh.md`
+3. `docs/development/plugin-guide.md`
+4. `docs/development/plugin-guide.zh.md`
 
 ---
-*生成时间：2025-12-19*
+
+Updated: 2026-02-23

docs/en/plugin_development_guide.md

@@ -4,15 +4,17 @@
 
 ## 📚 Table of Contents
 
-1.  [Quick Start](#1-quick-start)
-2.  [Core Concepts & SDK Details](#2-core-concepts--sdk-details)
-3.  [Deep Dive into Plugin Types](#3-deep-dive-into-plugin-types)
-    *   [Action](#31-action)
-    *   [Filter](#32-filter)
-    *   [Pipe](#33-pipe)
-4.  [Advanced Development Patterns](#4-advanced-development-patterns)
-5.  [Best Practices & Design Principles](#5-best-practices--design-principles)
-6.  [Troubleshooting](#6-troubleshooting)
+1. [Quick Start](#1-quick-start)
+2. [Core Concepts & SDK Details](#2-core-concepts--sdk-details)
+3. [Deep Dive into Plugin Types](#3-deep-dive-into-plugin-types)
+    * [Action](#31-action)
+    * [Filter](#32-filter)
+    * [Pipe](#33-pipe)
+4. [Advanced Development Patterns](#4-advanced-development-patterns)
+5. [Best Practices & Design Principles](#5-best-practices--design-principles)
+6. [Repository Standards (openwebui-extensions)](#6-repository-standards-openwebui-extensions)
+7. [Custom Agent Design Recommendations](#7-custom-agent-design-recommendations)
+8. [Troubleshooting](#8-troubleshooting)
 
 ---
 
@@ -21,9 +23,10 @@
 ### 1.1 What are OpenWebUI Plugins?
 
 OpenWebUI Plugins (officially called "Functions") are the primary way to extend the platform's capabilities. Running in a backend Python environment, they allow you to:
-*   🔌 **Integrate New Models**: Connect to Claude, Gemini, or custom RAGs via Pipes.
-*   🎨 **Enhance Interaction**: Add buttons (e.g., "Export", "Generate Chart") next to messages via Actions.
-*   🔧 **Intervene in Processes**: Modify data before requests or after responses (e.g., inject context, filter sensitive words) via Filters.
+
+* 🔌 **Integrate New Models**: Connect to Claude, Gemini, or custom RAGs via Pipes.
+* 🎨 **Enhance Interaction**: Add buttons (e.g., "Export", "Generate Chart") next to messages via Actions.
+* 🔧 **Intervene in Processes**: modify data before requests or after responses (e.g., inject context, filter sensitive words) via Filters.
 
 ### 1.2 Your First Plugin (Hello World)
 
@@ -69,9 +72,10 @@ class Action:
 ### 2.1 ⚠️ Important: Sync vs Async
 
 OpenWebUI plugins run within an `asyncio` event loop.
-*   **Principle**: All I/O operations (database, file, network) must be non-blocking.
-*   **Pitfall**: Calling synchronous methods directly (e.g., `time.sleep`, `requests.get`) will freeze the entire server.
-*   **Solution**: Wrap synchronous calls using `await asyncio.to_thread(sync_func, ...)`.
+
+* **Principle**: All I/O operations (database, file, network) must be non-blocking.
+* **Pitfall**: Calling synchronous methods directly (e.g., `time.sleep`, `requests.get`) will freeze the entire server.
+* **Solution**: Wrap synchronous calls using `await asyncio.to_thread(sync_func, ...)`.
 
 ### 2.2 Core Parameters
 
@@ -88,8 +92,8 @@ All plugin methods (`inlet`, `outlet`, `pipe`, `action`) support injecting the f
 
 ### 2.3 Configuration System (Valves)
 
-*   **`Valves`**: Global admin configuration.
-*   **`UserValves`**: User-level configuration (higher priority, overrides global).
+* **`Valves`**: Global admin configuration.
+* **`UserValves`**: User-level configuration (higher priority, overrides global).
 
 ```python
 class Filter:
@@ -113,7 +117,7 @@ class Filter:
 
 **Role**: Adds buttons below messages that trigger upon user click.
 
-**Advanced Usage: Execute JavaScript on Frontend (File Download Example)**
+#### Advanced Usage: Execute JavaScript on Frontend (File Download Example)
 
 ```python
 import base64
@@ -138,11 +142,11 @@ async def action(self, body, __event_call__):
 
 **Role**: Middleware that intercepts and modifies requests/responses.
 
-*   **`inlet`**: Before request. Used for injecting context, modifying model parameters.
-*   **`outlet`**: After response. Used for formatting output, logging.
-*   **`stream`**: During streaming. Used for real-time sensitive word filtering.
+* **`inlet`**: Before request. Used for injecting context, modifying model parameters.
+* **`outlet`**: After response. Used for formatting output, logging.
+* **`stream`**: During streaming. Used for real-time sensitive word filtering.
 
-**Example: Injecting Environment Variables**
+#### Example: Injecting Environment Variables
 
 ```python
 async def inlet(self, body, __metadata__):
@@ -159,7 +163,7 @@ async def inlet(self, body, __metadata__):
 
 **Role**: Custom Model/Agent.
 
-**Example: Simple OpenAI Wrapper**
+#### Example: Simple OpenAI Wrapper
 
 ```python
 import requests
@@ -180,11 +184,14 @@ class Pipe:
 ## 4. Advanced Development Patterns
 
 ### 4.1 Pipe & Filter Collaboration
+
 Use `__request__.app.state` to share data between plugins.
-*   **Pipe**: `__request__.app.state.search_results = [...]`
-*   **Filter (Outlet)**: Read `search_results` and format them as citation links appended to the response.
+
+* **Pipe**: `__request__.app.state.search_results = [...]`
+* **Filter (Outlet)**: Read `search_results` and format them as citation links appended to the response.
 
 ### 4.2 Async Background Tasks
+
 Execute time-consuming operations (e.g., summarization, database storage) in the background without blocking the user response.
 
 ```python
@@ -204,15 +211,18 @@ async def background_job(self, chat_id):
 ## 5. Best Practices & Design Principles
 
 ### 5.1 Naming & Positioning
-*   **Short & Punchy**: e.g., "FlashCard", "DeepRead". Avoid generic terms like "Text Analysis Assistant".
-*   **Complementary**: Don't reinvent the wheel; clarify what specific problem your plugin solves.
+
+* **Short & Punchy**: e.g., "FlashCard", "DeepRead". Avoid generic terms like "Text Analysis Assistant".
+* **Complementary**: Don't reinvent the wheel; clarify what specific problem your plugin solves.
 
 ### 5.2 User Experience (UX)
-*   **Timely Feedback**: Send a `notification` ("Generating...") before time-consuming operations.
-*   **Visual Appeal**: When Action outputs HTML, use modern CSS (rounded corners, shadows, gradients).
-*   **Smart Guidance**: If text is too short, prompt the user: "Suggest entering more content for better results".
+
+* **Timely Feedback**: Send a `notification` ("Generating...") before time-consuming operations.
+* **Visual Appeal**: When Action outputs HTML, use modern CSS (rounded corners, shadows, gradients).
+* **Smart Guidance**: If text is too short, prompt the user: "Suggest entering more content for better results".
 
 ### 5.3 Error Handling
+
 Never let a plugin fail silently. Catch exceptions and inform the user via `__event_emitter__`.
 
 ```python
@@ -227,8 +237,127 @@ except Exception as e:
 
 ---
 
-## 6. Troubleshooting
+## 6. Repository Standards (openwebui-extensions)
 
-*   **HTML not showing?** Ensure it's wrapped in a ` ```html ... ``` ` code block.
-*   **Database error?** Check if you called synchronous DB methods directly in an `async` function; use `asyncio.to_thread`.
-*   **Parameters not working?** Check if `Valves` are defined correctly and if they are being overridden by `UserValves`.
+### 6.1 Single-file i18n Requirement
+
+In this repository, each plugin must use a **single source file** with built-in i18n logic. Do not split source code by language.
+
+* Required pattern: `plugins/{type}/{name}/{name}.py`
+* Required docs: `README.md` + `README_CN.md`
+
+### 6.2 Safe Context Access (Required)
+
+Prefer helper methods like `_get_user_context` and `_get_chat_context` instead of direct, fragile field access from `__user__` / `body`.
+
+### 6.3 Event and Logging Conventions
+
+* Use status/notification events for user-visible progress.
+* Use frontend console debug logs (`execute`) for live debugging during development.
+* Use Python `logging` for backend logs; avoid `print()` in production plugin code.
+
+### 6.4 Frontend Language Detection and Timeout Guard
+
+When reading frontend language via `__event_call__`, always use:
+
+* JS `try...catch` fallback return
+* backend `asyncio.wait_for(..., timeout=2.0)`
+
+This prevents deadlocks when frontend execution fails.
+
+### 6.5 Copilot SDK Tool Definition
+
+For custom Copilot SDK tools, define explicit parameter schema using a `pydantic.BaseModel` and pass it with `params_type` in `define_tool(...)`.
+
+### 6.6 Copilot SDK Streaming Output Format
+
+* Use native `<think>...</think>` for reasoning output.
+* Ensure `</think>` is closed before normal content or tool cards.
+* For tool result cards, use native `<details type="tool_calls" ...>` format.
+* Escape attribute quotes in `arguments` and `result` as `&quot;`.
+
+### 6.7 Source-derived Production Patterns (Recommended)
+
+The following patterns are extracted from `github_copilot_sdk.py` and `workspace_file_manager.py`:
+
+* **Tool parameter anti-drift**: define tools with `params_type=BaseModel`, and execute with `model_dump(exclude_unset=True)` so missing params do not become explicit `None`.
+* **Tool name normalization**: enforce `^[a-zA-Z0-9_-]+$`; if non-ASCII names collapse, use an `md5` suffix fallback to keep registration stable.
+* **Workspace sandboxing**: resolve and verify every path stays inside the workspace root to prevent traversal.
+* **3-step file delivery**: local write -> `publish_file_from_workspace` -> return `/api/v1/files/{id}/content`, with `skip_rag=true` metadata.
+* **Dual upload channel**: prefer API upload (S3-compatible), fallback to DB + local copy.
+* **Streaming stability**: close `<think>` before emitting `assistant.message_delta` content.
+* **Native tool cards**: emit `<details type="tool_calls">` on `tool.execution_complete` with strict HTML escaping (`&quot;`, newline escaping).
+* **TODO persistence linkage**: on successful `update_todo`, sync both `TODO.md` and database state.
+
+### 6.8 Full Source-derived Knowledge Base (from `plugins/`)
+
+The following is a broader extraction from `actions/`, `filters/`, `pipes/`, `pipelines/`, and `tools/`:
+
+* **Action input hygiene**: normalize multimodal message content, strip old plugin HTML blocks (`OPENWEBUI_PLUGIN_OUTPUT`), and enforce minimum text length before expensive model calls.
+* **Action i18n hardening**: use `TRANSLATIONS + fallback_map + base-lang fallback` (`fr-CA -> fr-FR`, `en-GB -> en-US`), keep all status/UI/JS strings in i18n keys, and protect `format(**kwargs)` formatting.
+* **Frontend language detection (production-safe)**: use priority chain `document.lang -> localStorage(locale/language) -> navigator.language -> profile/request`, and always wrap `__event_call__(execute)` with timeout.
+* **Long-running UX pattern**: emit immediate `status + notification`, report staged progress (`analyzing/rendering/saving`), and keep detailed exception data in backend logs.
+* **HTML plugin composability**: use insertion markers for style/content/script, support both overwrite (`CLEAR_PREVIOUS_HTML`) and merge mode, and keep wrappers deterministic.
+* **Theme-aware iframe rendering**: detect theme from parent meta/class/data-theme with system fallback, and inject theme-aware colors for SVG/PNG export.
+* **Client-side render-and-export pipeline**: render offscreen chart/mindmap, export SVG/PNG, upload via `/api/v1/files/`, and persist updates through event API + chat persistence API.
+* **DOCX export production patterns**: apply `TITLE_SOURCE` fallback chain (`chat_title -> markdown_title -> user+date`), remove reasoning blocks, convert LaTeX via `latex2mathml + mathml2omml`, and emit citation-aware references/bookmarks.
+* **OpenWebUI file retrieval fallback ladder**: DB inline bytes/base64 -> S3 direct read -> local path variants -> public URL -> internal `/api/v1/files/{id}/content` -> raw object attrs, with max-byte guards at every stage.
+* **Filter singleton-safe design**: never store request-scoped mutable state on `self`; compute per-request values from `body` and context helpers.
+* **Async context compression patterns**: two-phase flow (`inlet` apply summary, `outlet` async generate summary), model-level threshold overrides, fast estimate + precise count near limit, and system-message protection (`effective_keep_first`).
+* **Model compatibility guardrails**: skip incompatible model families (e.g., `copilot_sdk` paths) and avoid hardcoded default model IDs.
+* **Folder memory pattern**: trigger periodic rule extraction (`every N messages`), replace rules idempotently using block markers (`RULES_BLOCK_START/END`), and optionally update root folder.
+* **Tool workspace hardening**: all file APIs (`list/read/write/delete/publish`) must re-check sandbox boundary, enforce size limits, and return user-ready download hints.
+* **MoE prompt refiner pattern (pipeline)**: detect aggregation prompts via trigger prefix, parse original query + segmented responses, then rewrite to synthesis-oriented master prompt with optional aggregation model reroute.
+
+### 6.9 Copilot-related Engineering Configuration
+
+To support plugin engineering with **GitHub Copilot + Gemini CLI + antigravity mode**, adopt these controls:
+
+* **Primary/secondary assistant lanes**: Copilot is primary implementation lane; Gemini CLI is secondary draft/verification lane.
+* **Single merge contract**: both lanes must pass the same repository constraints (single-file i18n, context helpers, event conventions, release workflow rules).
+* **Tool schema discipline**: all Copilot SDK tools use explicit `params_type` with Pydantic models.
+* **Antigravity safety**: small reversible edits, timeout guards, fallback routing, and deterministic file/output paths.
+* **File creation protocol**: write in workspace scope, publish via workspace publish flow, return `/api/v1/files/{id}/content` for delivery.
+
+Detailed design document:
+
+* `docs/development/copilot-engineering-plan.md`
+
+---
+
+## 7. Custom Agent Design Recommendations
+
+### 7.1 Suggested architecture (for this repo)
+
+* **Orchestrator Pipe**: session lifecycle, model routing, streaming events.
+* **Tool Adapter Layer**: unify OpenWebUI Tools / OpenAPI / MCP with param validation and name normalization.
+* **Workspace I/O Layer**: sandboxed file operations + publish pipeline.
+* **Render Layer**: `<think>` lifecycle, tool cards, status/notification events.
+
+### 7.2 MVP checklist
+
+1. Dual config model: `Valves + UserValves` (user overrides first).
+2. Unified context helpers: `_get_user_context` / `_get_chat_context`.
+3. At least one artifact-delivery tool (e.g., `publish_file_from_workspace`).
+4. Minimal streaming loop: `reasoning_delta`, `message_delta`, `tool.execution_complete`.
+5. Unified error reporting via notification events.
+
+### 7.3 Three high-impact agents you can build now
+
+* **Repo Analyst Agent**: output architecture map, risk list, and refactor proposals.
+* **Release Draft Agent**: generate Conventional Commit title/body + bilingual release summary.
+* **Docs Sync Agent**: compare source/doc versions and output a concrete sync file list.
+
+### 7.4 Implementation priority
+
+* **P0**: Release Draft Agent (highest ROI, lowest risk).
+* **P1**: Docs Sync Agent (reduces doc drift).
+* **P2**: Repo Analyst Agent (medium/long-term evolution).
+
+---
+
+## 8. Troubleshooting
+
+* **HTML not showing?** Ensure it's wrapped in a ` ```html ... ``` ` code block.
+* **Database error?** Check if you called synchronous DB methods directly in an `async` function; use `asyncio.to_thread`.
+* **Parameters not working?** Check if `Valves` are defined correctly and if they are being overridden by `UserValves`.

docs/examples/action_plugin_smart_mind_map_example_cn.md

@@ -21,7 +21,7 @@
 
 Open WebUI 通过文件顶部的特定格式注释来识别和展示插件信息。
 
-**代码示例 (`思维导图.py`):**
+**代码示例 (`smart_mind_map_cn.py`):**
 
 ```python
 """
@@ -45,7 +45,7 @@ description: 智能分析文本内容,生成交互式思维导图,帮助用户
 
 通过在 `Action` 类内部定义一个 `Valves` Pydantic 模型，可以为插件创建可在 Web UI 中配置的参数。
 
-**代码示例 (`思维导图.py`):**
+**代码示例 (`smart_mind_map_cn.py`):**
 
 ```python
 class Action:
@@ -83,7 +83,7 @@ class Action:
 
 `action` 方法是插件的执行入口，它是一个异步函数，接收 Open WebUI 传入的上下文信息。
 
-**代码示例 (`思维导图.py`):**
+**代码示例 (`smart_mind_map_cn.py`):**
 
 ```python
     async def action(

docs/extensions/index.md

@@ -0,0 +1,22 @@
+---
+title: Extensions
+---
+
+# Extensions
+
+Standalone frontend extensions to supercharge your Open WebUI.
+
+---
+
+## 🚀 Open WebUI Prompt Plus
+
+**An all-in-one prompt management suite for power users.**
+
+[Open WebUI Prompt Plus](https://github.com/Fu-Jie/open-webui-prompt-plus) elevates your experience with:
+
+- **🤖 AI-Powered Prompt Generator**: Turn natural language into structured prompts.
+- **⚡ Quick Insert Panel**: Spotlight-style search (`Cmd/Ctrl + Shift + P`).
+- **📂 Advanced Management**: Dynamic categories, favorites, and usage stats.
+- **📝 Native Variable Support**: Visual form rendering for template variables.
+
+[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/open-webui-prompt-plus){ .md-button .md-button--primary }

docs/extensions/index.zh.md

@@ -0,0 +1,22 @@
+---
+title: 扩展 (Extensions)
+---
+
+# 扩展 (Extensions)
+
+Open WebUI 的独立前端增强扩展。
+
+---
+
+## 🚀 Open WebUI Prompt Plus
+
+**专为高级用户打造的一站式提示词管理套件。**
+
+[Open WebUI Prompt Plus](https://github.com/Fu-Jie/open-webui-prompt-plus) 通过以下功能提升您的体验：
+
+- **🤖 AI 提示词生成器**: 将自然语言转化为结构化提示词。
+- **⚡ 快速插入面板**: Spotlight 风格的快速搜索 (`Cmd/Ctrl + Shift + P`)。
+- **📂 高级管理**: 动态分类、收藏夹及使用统计。
+- **📝 原生变量支持**: 模板变量的可视化表单渲染。
+
+[:fontawesome-brands-github: 查看 GitHub](https://github.com/Fu-Jie/open-webui-prompt-plus){ .md-button .md-button--primary }

docs/features/plugin/development/events.mdx

@@ -349,6 +349,53 @@ await __event_emitter__(
 )
 ```
 
+#### Advanced Use Case: Retrieving Frontend Data
+
+One of the most powerful capabilities of the `execute` event type is the ability to fetch data from the browser environment (JavaScript) and return it to your Python backend. This allows plugins to access information like:
+
+- `localStorage` items (user preferences, tokens)
+- `navigator` properties (language, geolocation, platform)
+- `document` properties (cookies, URL parameters)
+
+**How it works:**
+The JavaScript code you provide in the `"code"` field is executed in the browser. If your JS code includes a `return` statement, that value is sent back to Python as the result of `await __event_call__`.
+
+**Example: Getting the User's UI Language**
+
+```python
+try:
+    # Execute JS on the frontend to get language settings
+    response = await __event_call__(
+        {
+            "type": "execute",
+            "data": {
+                # This JS code runs in the browser.
+                # The 'return' value is sent back to Python.
+                "code": """
+                    return (
+                        localStorage.getItem('locale') || 
+                        localStorage.getItem('language') || 
+                        navigator.language || 
+                        'en-US'
+                    );
+                """,
+            },
+        }
+    )
+    
+    # 'response' will contain the string returned by JS (e.g., "en-US", "zh-CN")
+    # Note: Wrap in try-except to handle potential timeouts or JS errors
+    logger.info(f"Frontend Language: {response}")
+    
+except Exception as e:
+    logger.error(f"Failed to get frontend data: {e}")
+```
+
+**Key capabilities unlocked:**
+- **Context Awareness:** Adapt responses based on user time zone or language.
+- **Client-Side Storage:** Use `localStorage` to persist simple plugin settings without a database.
+- **Hardware Access:** Request geolocation or clipboard access (requires user permission).
+
 ---
 
 ## 🏗️ When & Where to Use Events
@@ -421,4 +468,4 @@ Refer to this document for common event types and structures, and explore Open W
 
 ---
 
-**Happy event-driven coding in Open WebUI! 🚀**
+**Happy event-driven coding in Open WebUI! 🚀**

docs/index.md

@@ -4,17 +4,17 @@ hide:
   - toc
 ---
 
-# Welcome to OpenWebUI Extras
+# Welcome to OpenWebUI Extensions
 
 <div class="hero-section" markdown>
 <div class="hero-content" markdown>
 
 # 🚀 Supercharge Your OpenWebUI Experience
 
-**OpenWebUI Extras** is a curated collection of plugins, prompts, and enhancements designed to extend the functionality of [OpenWebUI](https://github.com/open-webui/open-webui).
+**OpenWebUI Extensions** is a curated collection of plugins, prompts, and enhancements designed to extend the functionality of [OpenWebUI](https://github.com/open-webui/open-webui).
 
 [Get Started :material-arrow-right:](#quick-navigation){ .md-button .md-button--primary }
-[View on GitHub :fontawesome-brands-github:](https://github.com/Fu-Jie/awesome-openwebui){ .md-button }
+[View on GitHub :fontawesome-brands-github:](https://github.com/Fu-Jie/openwebui-extensions){ .md-button }
 
 </div>
 </div>
@@ -25,7 +25,7 @@ hide:
 
 <div class="grid cards" markdown>
 
--   :material-puzzle:{ .lg .middle } **Plugin Center**
+- :material-puzzle:{ .lg .middle } **Plugin Center**
 
     ---
 
@@ -33,7 +33,7 @@ hide:
 
     [:octicons-arrow-right-24: Explore Plugins](plugins/index.md)
 
--   :material-message-text:{ .lg .middle } **Prompt Library**
+- :material-message-text:{ .lg .middle } **Prompt Library**
 
     ---
 
@@ -41,7 +41,7 @@ hide:
 
     [:octicons-arrow-right-24: Browse Prompts](prompts/index.md)
 
--   :material-tools:{ .lg .middle } **Enhancements**
+- :material-tools:{ .lg .middle } **Enhancements**
 
     ---
 
@@ -49,7 +49,15 @@ hide:
 
     [:octicons-arrow-right-24: View Guides](enhancements/index.md)
 
--   :material-book-open-page-variant:{ .lg .middle } **Development**
+- :material-rocket-launch:{ .lg .middle } **Extensions**
+
+    ---
+
+    Standalone frontend extensions to supercharge your Open WebUI interface.
+
+    [:octicons-arrow-right-24: Browse Extensions](extensions/index.md)
+
+- :material-book-open-page-variant:{ .lg .middle } **Development**
 
     ---
 
@@ -65,7 +73,7 @@ hide:
 
 <div class="grid cards" markdown>
 
--   :material-brain:{ .lg .middle } **Smart Mind Map**
+- :material-brain:{ .lg .middle } **Smart Mind Map**
 
     ---
 
@@ -73,15 +81,15 @@ hide:
 
     [:octicons-arrow-right-24: Learn More](plugins/actions/smart-mind-map.md)
 
--   :material-card-text:{ .lg .middle } **Knowledge Card**
+- :material-card-text:{ .lg .middle } **Flash Card**
 
     ---
 
-    Quickly generates beautiful learning memory cards, perfect for studying and quick memorization.
+    Quickly generates beautiful flashcards from text, extracting key points and categories.
 
-    [:octicons-arrow-right-24: Learn More](plugins/actions/knowledge-card.md)
+    [:octicons-arrow-right-24: Learn More](plugins/actions/flash-card.md)
 
--   :material-arrow-collapse-vertical:{ .lg .middle } **Async Context Compression**
+- :material-arrow-collapse-vertical:{ .lg .middle } **Async Context Compression**
 
     ---
 
@@ -104,10 +112,16 @@ hide:
 
 ### Using Plugins
 
-1. Browse the [Plugin Center](plugins/index.md) and download the plugin file (`.py`)
-2. Open OpenWebUI **Admin Panel** → **Settings** → **Plugins**
-3. Click the upload button and select the `.py` file
-4. Refresh the page and enable the plugin in your chat settings
+1. **Install from OpenWebUI Community (Recommended)**:
+   - Visit my profile: [Fu-Jie's Profile](https://openwebui.com/u/Fu-Jie)
+   - Browse the plugins and select the one you like.
+   - Click "Get" to import it directly into your OpenWebUI instance.
+
+2. **Manual Installation**:
+   - Browse the [Plugin Center](plugins/index.md) and download the plugin file (`.py`)
+   - Open OpenWebUI **Admin Panel** → **Settings** → **Plugins**
+   - Click the upload button and select the `.py` file
+   - Refresh the page and enable the plugin in your chat settings
 
 ---
 
@@ -121,6 +135,6 @@ We welcome contributions! Whether it's a new plugin, a helpful prompt, or docume
 
 <div class="footer-stats" markdown>
 
-**OpenWebUI Extras** - Making AI interactions more powerful and productive.
+**OpenWebUI Extensions** - Making AI interactions more powerful and productive.
 
 </div>

docs/index.zh.md

@@ -4,17 +4,17 @@ hide:
   - toc
 ---
 
-# 欢迎来到 OpenWebUI Extras
+# 欢迎来到 OpenWebUI Extensions
 
 <div class="hero-section" markdown>
 <div class="hero-content" markdown>
 
 # 🚀 增强你的 OpenWebUI 体验
 
-**OpenWebUI Extras** 是一个精心整理的插件、提示词和增强功能集合，旨在扩展 [OpenWebUI](https://github.com/open-webui/open-webui) 的功能。
+**OpenWebUI Extensions** 是一个精心整理的插件、提示词和增强功能集合，旨在扩展 [OpenWebUI](https://github.com/open-webui/open-webui) 的功能。
 
 [开始使用 :material-arrow-right:](#快速导航){ .md-button .md-button--primary }
-[在 GitHub 上查看 :fontawesome-brands-github:](https://github.com/Fu-Jie/awesome-openwebui){ .md-button }
+[在 GitHub 上查看 :fontawesome-brands-github:](https://github.com/Fu-Jie/openwebui-extensions){ .md-button }
 
 </div>
 </div>
@@ -25,7 +25,7 @@ hide:
 
 <div class="grid cards" markdown>
 
--   :material-puzzle:{ .lg .middle } **插件中心**
+- :material-puzzle:{ .lg .middle } **插件中心**
 
     ---
 
@@ -33,7 +33,7 @@ hide:
 
     [:octicons-arrow-right-24: 探索插件](plugins/index.md)
 
--   :material-message-text:{ .lg .middle } **提示词库**
+- :material-message-text:{ .lg .middle } **提示词库**
 
     ---
 
@@ -41,7 +41,7 @@ hide:
 
     [:octicons-arrow-right-24: 浏览提示词](prompts/index.md)
 
--   :material-tools:{ .lg .middle } **增强功能**
+- :material-tools:{ .lg .middle } **增强功能**
 
     ---
 
@@ -49,7 +49,15 @@ hide:
 
     [:octicons-arrow-right-24: 查看指南](enhancements/index.md)
 
--   :material-book-open-page-variant:{ .lg .middle } **开发指南**
+- :material-rocket-launch:{ .lg .middle } **扩展 (Extensions)**
+
+    ---
+
+    独立的 OpenWebUI 前端增强扩展，全面提升交互体验。
+
+    [:octicons-arrow-right-24: 浏览扩展](extensions/index.md)
+
+- :material-book-open-page-variant:{ .lg .middle } **开发指南**
 
     ---
 
@@ -65,7 +73,7 @@ hide:
 
 <div class="grid cards" markdown>
 
--   :material-brain:{ .lg .middle } **智能思维导图**
+- :material-brain:{ .lg .middle } **智能思维导图**
 
     ---
 
@@ -73,15 +81,15 @@ hide:
 
     [:octicons-arrow-right-24: 了解更多](plugins/actions/smart-mind-map.md)
 
--   :material-card-text:{ .lg .middle } **知识卡片**
+- :material-card-text:{ .lg .middle } **Flash Card（闪记卡）**
 
     ---
 
     快速生成精美的学习记忆卡片，非常适合学习和快速记忆。
 
-    [:octicons-arrow-right-24: 了解更多](plugins/actions/knowledge-card.md)
+    [:octicons-arrow-right-24: 了解更多](plugins/actions/flash-card.md)
 
--   :material-arrow-collapse-vertical:{ .lg .middle } **异步上下文压缩**
+- :material-arrow-collapse-vertical:{ .lg .middle } **异步上下文压缩**
 
     ---
 
@@ -104,10 +112,16 @@ hide:
 
 ### 使用插件
 
-1. 浏览[插件中心](plugins/index.md)并下载插件文件（`.py`）
-2. 打开 OpenWebUI **管理面板** → **设置** → **插件**
-3. 点击上传按钮并选择 `.py` 文件
-4. 刷新页面并在聊天设置中启用插件
+1. **从 OpenWebUI 社区安装 (推荐)**:
+   - 访问我的主页: [Fu-Jie's Profile](https://openwebui.com/u/Fu-Jie)
+   - 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**:
+   - 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**
+   - 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
 
 ---
 
@@ -121,6 +135,6 @@ hide:
 
 <div class="footer-stats" markdown>
 
-**OpenWebUI Extras** - 让 AI 交互更强大、更高效。
+**OpenWebUI Extensions** - 让 AI 交互更强大、更高效。
 
 </div>

docs/js-visualization-guide.md

@@ -0,0 +1,290 @@
+# 使用 JavaScript 生成可视化内容的技术方案
+
+## 概述
+
+本文档描述了在 OpenWebUI Action 插件中使用浏览器端 JavaScript 代码生成可视化内容（如思维导图、信息图等）并将结果保存到消息中的技术方案。
+
+## 核心架构
+
+```mermaid
+sequenceDiagram
+    participant Plugin as Python 插件
+    participant EventCall as __event_call__
+    participant Browser as 浏览器 (JS)
+    participant API as OpenWebUI API
+    participant DB as 数据库
+
+    Plugin->>EventCall: 1. 发送 execute 事件 (含 JS 代码)
+    EventCall->>Browser: 2. 执行 JS 代码
+    Browser->>Browser: 3. 加载可视化库 (D3/Markmap/AntV)
+    Browser->>Browser: 4. 渲染可视化内容
+    Browser->>Browser: 5. 转换为 Base64 Data URI
+    Browser->>API: 6. GET 获取当前消息内容
+    API-->>Browser: 7. 返回消息数据
+    Browser->>API: 8. POST 追加 Markdown 图片到消息
+    API->>DB: 9. 保存更新后的消息
+```
+
+## 关键步骤
+
+### 1. Python 端通过 `__event_call__` 执行 JS
+
+Python 插件**不直接修改 `body["messages"]`**，而是通过 `__event_call__` 发送 JS 代码让浏览器执行：
+
+```python
+async def action(
+    self,
+    body: dict,
+    __user__: dict = None,
+    __event_emitter__=None,
+    __event_call__: Optional[Callable[[Any], Awaitable[None]]] = None,
+    __metadata__: Optional[dict] = None,
+    __request__: Request = None,
+) -> dict:
+    # 从 body 获取 chat_id 和 message_id
+    chat_id = body.get("chat_id", "")
+    message_id = body.get("id", "")  # 注意：body["id"] 是 message_id
+    
+    # 通过 __event_call__ 执行 JS 代码
+    if __event_call__:
+        await __event_call__({
+            "type": "execute",
+            "data": {
+                "code": f"""
+(async function() {{
+    const chatId = "{chat_id}";
+    const messageId = "{message_id}";
+    // ... JS 渲染和 API 更新逻辑 ...
+}})();
+                """
+            },
+        })
+    
+    # 不修改 body，直接返回
+    return body
+```
+
+### 2. JavaScript 加载可视化库
+
+在浏览器端动态加载所需的 JS 库：
+
+```javascript
+// 加载 D3.js
+if (!window.d3) {
+    await new Promise((resolve, reject) => {
+        const script = document.createElement('script');
+        script.src = 'https://cdn.jsdelivr.net/npm/d3@7';
+        script.onload = resolve;
+        script.onerror = reject;
+        document.head.appendChild(script);
+    });
+}
+
+// 加载 Markmap (思维导图)
+if (!window.markmap) {
+    await loadScript('https://cdn.jsdelivr.net/npm/markmap-lib@0.17');
+    await loadScript('https://cdn.jsdelivr.net/npm/markmap-view@0.17');
+}
+```
+
+### 3. 渲染并转换为 Data URI
+
+```javascript
+// 创建 SVG 元素
+const svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
+svg.setAttribute('width', '800');
+svg.setAttribute('height', '600');
+svg.setAttribute('xmlns', 'http://www.w3.org/2000/svg');
+
+// ... 执行渲染逻辑 (添加图形元素) ...
+
+// 转换为 Base64 Data URI
+const svgData = new XMLSerializer().serializeToString(svg);
+const base64 = btoa(unescape(encodeURIComponent(svgData)));
+const dataUri = 'data:image/svg+xml;base64,' + base64;
+```
+
+### 4. 获取当前消息内容
+
+由于 Python 端不传递原始内容，JS 需要通过 API 获取：
+
+```javascript
+const token = localStorage.getItem('token');
+
+// 获取当前聊天数据
+const getResponse = await fetch(`/api/v1/chats/${chatId}`, {
+    method: 'GET',
+    headers: {
+        'Authorization': `Bearer ${token}`
+    }
+});
+
+const chatData = await getResponse.json();
+
+// 查找目标消息
+let originalContent = '';
+if (chatData.chat && chatData.chat.messages) {
+    const targetMsg = chatData.chat.messages.find(m => m.id === messageId);
+    if (targetMsg && targetMsg.content) {
+        originalContent = targetMsg.content;
+    }
+}
+```
+
+### 5. 调用 API 更新消息
+
+```javascript
+// 构造新内容：原始内容 + Markdown 图片
+const markdownImage = `![可视化图片](${dataUri})`;
+const newContent = originalContent + '\n\n' + markdownImage;
+
+// 调用 API 更新消息
+const response = await fetch(`/api/v1/chats/${chatId}/messages/${messageId}/event`, {
+    method: 'POST',
+    headers: {
+        'Content-Type': 'application/json',
+        'Authorization': `Bearer ${token}`
+    },
+    body: JSON.stringify({
+        type: 'chat:message',
+        data: { content: newContent }
+    })
+});
+
+if (response.ok) {
+    console.log('消息更新成功！');
+}
+```
+
+## 完整示例
+
+参考 [js_render_poc.py](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/actions/js-render-poc/js_render_poc.py) 获取完整的 PoC 实现。
+
+## 事件类型
+
+| 类型 | 用途 |
+|------|------|
+| `chat:message:delta` | 增量更新（追加文本） |
+| `chat:message` | 完全替换消息内容 |
+
+```javascript
+// 增量更新
+{ type: "chat:message:delta", data: { content: "追加的内容" } }
+
+// 完全替换
+{ type: "chat:message", data: { content: "完整的新内容" } }
+```
+
+## 关键数据来源
+
+| 数据 | 来源 | 说明 |
+|------|------|------|
+| `chat_id` | `body["chat_id"]` | 聊天会话 ID |
+| `message_id` | `body["id"]` | ⚠️ 注意：是 `body["id"]`，不是 `body["message_id"]` |
+| `token` | `localStorage.getItem('token')` | 用户认证 Token |
+| `originalContent` | 通过 API `GET /api/v1/chats/{chatId}` 获取 | 当前消息内容 |
+
+## Python 端 API
+
+| 参数 | 类型 | 说明 |
+|------|------|------|
+| `__event_emitter__` | Callable | 发送状态/通知事件 |
+| `__event_call__` | Callable | 执行 JS 代码（用于可视化渲染） |
+| `__metadata__` | dict | 元数据（可能为 None） |
+| `body` | dict | 请求体，包含 messages、chat_id、id 等 |
+
+### body 结构示例
+
+```json
+{
+  "model": "gemini-3-flash-preview",
+  "messages": [...],
+  "chat_id": "ac2633a3-5731-4944-98e3-bf9b3f0ef0ab",
+  "id": "2e0bb7d4-dfc0-43d7-b028-fd9e06c6fdc8",
+  "session_id": "bX30sHI8r4_CKxCdAAAL"
+}
+```
+
+### 常用事件
+
+```python
+# 发送状态更新
+await __event_emitter__({
+    "type": "status",
+    "data": {"description": "正在渲染...", "done": False}
+})
+
+# 执行 JS 代码
+await __event_call__({
+    "type": "execute",
+    "data": {"code": "console.log('Hello from Python!')"}
+})
+
+# 发送通知
+await __event_emitter__({
+    "type": "notification",
+    "data": {"type": "success", "content": "渲染完成！"}
+})
+```
+
+## 适用场景
+
+- **思维导图** (Markmap)
+- **信息图** (AntV Infographic)
+- **流程图** (Mermaid)
+- **数据图表** (ECharts, Chart.js)
+- **任何需要 JS 渲染的可视化内容**
+
+## 注意事项
+
+### 1. 竞态条件问题
+
+⚠️ **多次快速点击会导致内容覆盖问题**
+
+由于 API 调用是异步的，如果用户快速多次触发 Action：
+- 第一次点击：获取原始内容 A → 渲染 → 更新为 A+图片1
+- 第二次点击：可能获取到旧内容 A（第一次还没保存完）→ 更新为 A+图片2
+
+结果：图片1 被覆盖丢失！
+
+**解决方案**：
+- 添加防抖（debounce）机制
+- 使用锁/标志位防止重复执行
+- 或使用 `chat:message:delta` 增量更新
+
+### 2. 不要直接修改 `body["messages"]`
+
+消息更新应由 JS 通过 API 完成，确保获取最新内容。
+
+### 3. f-string 限制
+
+Python f-string 内不能直接使用反斜杠，需要将转义字符串预先处理：
+
+```python
+# 转义 JSON 中的特殊字符
+body_json = json.dumps(data, ensure_ascii=False)
+escaped = body_json.replace("\\", "\\\\").replace("`", "\\`").replace("${", "\\${")
+```
+
+### 4. Data URI 大小限制
+
+Base64 编码会增加约 33% 的体积，复杂图片可能导致消息过大。
+
+### 5. 跨域问题
+
+确保 CDN 资源支持 CORS。
+
+### 6. API 权限
+
+确保用户 token 有权限访问和更新目标消息。
+
+## 与传统方式对比
+
+| 特性 | 传统方式 (修改 body) | 新方式 (__event_call__) |
+|------|---------------------|------------------------|
+| 消息更新 | Python 直接修改 | JS 通过 API 更新 |
+| 原始内容 | Python 传递给 JS | JS 通过 API 获取 |
+| 灵活性 | 低 | 高 |
+| 实时性 | 一次性 | 可多次更新 |
+| 复杂度 | 简单 | 中等 |
+| 竞态风险 | 低 | ⚠️ 需要处理 |

docs/plugins/actions/deep-dive.md

@@ -0,0 +1,111 @@
+# Deep Dive
+
+<span class="category-badge action">Action</span>
+<span class="version-badge">v1.0.0</span>
+
+A comprehensive thinking lens that dives deep into any content - from context to logic, insights, and action paths.
+
+---
+
+## Overview
+
+The Deep Dive plugin transforms how you understand complex content by guiding you through a structured thinking process. Rather than just summarizing, it deconstructs content across four phases:
+
+- **🔍 The Context (What?)**: Panoramic view of the situation and background
+- **🧠 The Logic (Why?)**: Deconstruction of reasoning and mental models  
+- **💎 The Insight (So What?)**: Non-obvious value and hidden implications
+- **🚀 The Path (Now What?)**: Specific, prioritized strategic actions
+
+## Features
+
+- :material-brain: **Thinking Chain**: Complete structured analysis process
+- :material-eye: **Deep Understanding**: Reveals hidden assumptions and blind spots
+- :material-lightbulb-on: **Insight Extraction**: Finds the "Aha!" moments
+- :material-rocket-launch: **Action Oriented**: Translates understanding into actionable steps
+- :material-theme-light-dark: **Theme Adaptive**: Auto-adapts to OpenWebUI light/dark theme
+- :material-translate: **Multi-language**: Outputs in user's preferred language
+
+---
+
+## Installation
+
+1. Download the plugin file: [`deep_dive.py`](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/actions/deep-dive)
+2. Upload to OpenWebUI: **Admin Panel** → **Settings** → **Functions**
+3. Enable the plugin
+
+---
+
+## Usage
+
+1. Provide any long text, article, or meeting notes in the chat
+2. Click the **Deep Dive** button in the message action bar
+3. Follow the visual timeline from Context → Logic → Insight → Path
+
+---
+
+## Configuration
+
+| Option | Type | Default | Description |
+|--------|------|---------|-------------|
+| `SHOW_STATUS` | boolean | `true` | Show status updates during processing |
+| `MODEL_ID` | string | `""` | LLM model for analysis (empty = current model) |
+| `MIN_TEXT_LENGTH` | integer | `200` | Minimum text length for analysis |
+| `CLEAR_PREVIOUS_HTML` | boolean | `true` | Clear previous plugin results |
+| `MESSAGE_COUNT` | integer | `1` | Number of recent messages to analyze |
+
+---
+
+## Theme Support
+
+Deep Dive automatically adapts to OpenWebUI's light/dark theme:
+
+- Detects theme from parent document `<meta name="theme-color">` tag
+- Falls back to `html/body` class or `data-theme` attribute
+- Uses system preference `prefers-color-scheme: dark` as last resort
+
+!!! tip "For Best Results"
+    Enable **iframe Sandbox Allow Same Origin** in OpenWebUI:
+    **Settings** → **Interface** → **Artifacts** → Check **iframe Sandbox Allow Same Origin**
+
+---
+
+## Example Output
+
+The plugin generates a beautiful structured timeline:
+
+```
+┌─────────────────────────────────────┐
+│  🌊 Deep Dive Analysis              │
+│  👤 User  📅 Date  📊 Word count    │
+├─────────────────────────────────────┤
+│  🔍 Phase 01: The Context           │
+│  [High-level panoramic view]        │
+│                                     │
+│  🧠 Phase 02: The Logic             │
+│  • Reasoning structure...           │
+│  • Hidden assumptions...            │
+│                                     │
+│  💎 Phase 03: The Insight           │
+│  • Non-obvious value...             │
+│  • Blind spots revealed...          │
+│                                     │
+│  🚀 Phase 04: The Path              │
+│  ▸ Priority Action 1...             │
+│  ▸ Priority Action 2...             │
+└─────────────────────────────────────┘
+```
+
+---
+
+## Requirements
+
+!!! note "Prerequisites"
+    - OpenWebUI v0.3.0 or later
+    - Uses the active LLM model for analysis
+    - Requires `markdown` Python package
+
+---
+
+## Source Code
+
+[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/actions/deep-dive){ .md-button }

docs/plugins/actions/deep-dive.zh.md

@@ -0,0 +1,111 @@
+# 精读 (Deep Dive)
+
+<span class="category-badge action">Action</span>
+<span class="version-badge">v1.0.0</span>
+
+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。
+
+---
+
+## 概述
+
+精读插件改变了您理解复杂内容的方式，通过结构化的思维过程引导您进行深度分析。它不仅仅是摘要，而是从四个阶段解构内容：
+
+- **🔍 全景 (The Context)**: 情境与背景的高层级全景视图
+- **🧠 脉络 (The Logic)**: 解构底层推理逻辑与思维模型
+- **💎 洞察 (The Insight)**: 提取非显性价值与隐藏含义
+- **🚀 路径 (The Path)**: 具体的、按优先级排列的战略行动
+
+## 功能特性
+
+- :material-brain: **思维链**: 完整的结构化分析过程
+- :material-eye: **深度理解**: 揭示隐藏的假设和思维盲点
+- :material-lightbulb-on: **洞察提取**: 发现"原来如此"的时刻
+- :material-rocket-launch: **行动导向**: 将深度理解转化为可执行步骤
+- :material-theme-light-dark: **主题自适应**: 自动适配 OpenWebUI 深色/浅色主题
+- :material-translate: **多语言**: 以用户偏好语言输出
+
+---
+
+## 安装
+
+1. 下载插件文件: [`deep_dive_cn.py`](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/actions/deep-dive)
+2. 上传到 OpenWebUI: **管理面板** → **设置** → **Functions**
+3. 启用插件
+
+---
+
+## 使用方法
+
+1. 在聊天中提供任何长文本、文章或会议记录
+2. 点击消息操作栏中的 **精读** 按钮
+3. 沿着视觉时间轴从"全景"探索到"路径"
+
+---
+
+## 配置参数
+
+| 选项 | 类型 | 默认值 | 描述 |
+|------|------|--------|------|
+| `SHOW_STATUS` | boolean | `true` | 处理过程中是否显示状态更新 |
+| `MODEL_ID` | string | `""` | 用于分析的 LLM 模型（空 = 当前模型） |
+| `MIN_TEXT_LENGTH` | integer | `200` | 分析所需的最小文本长度 |
+| `CLEAR_PREVIOUS_HTML` | boolean | `true` | 是否清除之前的插件结果 |
+| `MESSAGE_COUNT` | integer | `1` | 要分析的最近消息数量 |
+
+---
+
+## 主题支持
+
+精读插件自动适配 OpenWebUI 的深色/浅色主题：
+
+- 从父文档 `<meta name="theme-color">` 标签检测主题
+- 回退到 `html/body` 的 class 或 `data-theme` 属性
+- 最后使用系统偏好 `prefers-color-scheme: dark`
+
+!!! tip "最佳效果"
+    请在 OpenWebUI 中启用 **iframe Sandbox Allow Same Origin**：
+    **设置** → **界面** → **Artifacts** → 勾选 **iframe Sandbox Allow Same Origin**
+
+---
+
+## 输出示例
+
+插件生成精美的结构化时间轴：
+
+```
+┌─────────────────────────────────────┐
+│  📖 精读分析报告                     │
+│  👤 用户  📅 日期  📊 字数           │
+├─────────────────────────────────────┤
+│  🔍 阶段 01: 全景 (The Context)      │
+│  [高层级全景视图内容]                 │
+│                                     │
+│  🧠 阶段 02: 脉络 (The Logic)        │
+│  • 推理结构分析...                   │
+│  • 隐藏假设识别...                   │
+│                                     │
+│  💎 阶段 03: 洞察 (The Insight)      │
+│  • 非显性价值提取...                 │
+│  • 思维盲点揭示...                   │
+│                                     │
+│  🚀 阶段 04: 路径 (The Path)         │
+│  ▸ 优先级行动 1...                   │
+│  ▸ 优先级行动 2...                   │
+└─────────────────────────────────────┘
+```
+
+---
+
+## 系统要求
+
+!!! note "前提条件"
+    - OpenWebUI v0.3.0 或更高版本
+    - 使用当前活跃的 LLM 模型进行分析
+    - 需要 `markdown` Python 包
+
+---
+
+## 源代码
+
+[:fontawesome-brands-github: 在 GitHub 上查看](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/actions/deep-dive){ .md-button }

docs/plugins/actions/export-to-excel.md

@@ -1,12 +1,25 @@
 # Export to Excel
 
 <span class="category-badge action">Action</span>
-<span class="version-badge">v0.3.3</span>
+<span class="version-badge">v0.3.7</span>
 
 Export chat conversations to Excel spreadsheet format for analysis, archiving, and sharing.
 
+
+### What's New in v0.3.6
+- **OpenWebUI-Style Theme**: Modern dark header with light gray zebra striping for better readability.
+- **Zebra Striping**: Alternating row colors for improved visual scanning.
+- **Smart Data Type Conversion**: Automatically converts columns to numeric or datetime types.
+- **Full Cell Bold/Italic**: Supports Markdown bold/italic formatting in Excel.
+- **Partial Markdown Cleanup**: Removes partial Markdown symbols for cleaner output.
+- **Export Scope**: Choose between "Last Message" or "All Messages".
+- **Smart Sheet Naming**: Names sheets based on Markdown headers or message index.
+- **Smart Filename Generation**: Generates filenames based on Chat Title, AI Summary, or Markdown Headers.
+- **AI Title Generation**: Supports using a specific model (`MODEL_ID`) for title generation with progress notifications.
+
 ---
 
+
 ## Overview
 
 The Export to Excel plugin allows you to download your chat conversations as Excel files. This is useful for:
@@ -23,11 +36,18 @@ The Export to Excel plugin allows you to download your chat conversations as Exc
 - :material-download: **One-Click Download**: Instant file generation
 - :material-history: **Full History**: Exports complete conversation
 
+## Configuration
+
+- **Title Source**: Choose how the filename is generated:
+  - `chat_title`: Use the chat title (default).
+  - `ai_generated`: Use AI to generate a concise title from the content.
+  - `markdown_title`: Extract the first H1/H2 header from the markdown content.
+
 ---
 
 ## Installation
 
-1. Download the plugin file: [`export_to_excel.py`](https://github.com/Fu-Jie/awesome-openwebui/tree/main/plugins/actions/export_to_excel)
+1. Download the plugin file: [`export_to_excel.py`](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/actions/export_to_excel)
 2. Upload to OpenWebUI: **Admin Panel** → **Settings** → **Functions**
 3. Enable the plugin
 
@@ -64,4 +84,4 @@ The exported Excel file contains:
 
 ## Source Code
 
-[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/awesome-openwebui/tree/main/plugins/actions/export_to_excel){ .md-button }
+[:fontawesome-brands-github: View on GitHub](https://github.com/Fu-Jie/openwebui-extensions/tree/main/plugins/actions/export_to_excel){ .md-button }