diff --git a/.agent/workflows/plugin-development.md b/.agent/workflows/plugin-development.md
new file mode 100644
index 0000000..1855905
--- /dev/null
+++ b/.agent/workflows/plugin-development.md
@@ -0,0 +1,93 @@
+---
+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.
+
+## 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`)
+- **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.
+
+### Commit Messages
+- **Language**: **English ONLY**. Do not use Chinese in commit messages.
+- **Format**: Conventional Commits (e.g., `feat:`, `fix:`, `docs:`).
+
+## 2. Documentation Updates
+
+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.
+- `README_CN.md`: Update version, description, and usage.
+
+### 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**.
+- **Detail Pages**:
+  - `docs/plugins/{type}/{name}.md`: Ensure content matches README.
+  - `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.
+
+## 3. Version Control & Release
+
+Reference: `.github/workflows/release.yml`
+
+### Version Bumping
+- **Rule**: Any change to plugin logic **MUST** be accompanied by a version bump in the docstring.
+- **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`)
+
+### 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**:
+    - 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.
+
+### Pull Request Check
+- Workflow: `.github/workflows/plugin-version-check.yml`
+- Checks if plugin files are modified.
+- **Fails** if version number is not updated.
+- **Fails** if PR description is too short (< 20 chars).
+
+## 4. Verification Checklist
+
+Before committing:
+
+- [ ] Code is bilingual and functional?
+- [ ] Docstrings have updated version?
+- [ ] READMEs are updated and bilingual?
+- [ ] `docs/` index and detail pages are updated?
+- [ ] Root `README.md` is updated?
+- [ ] All version numbers match exactly?
diff --git a/.github/copilot-instructions.md b/.github/copilot-instructions.md
index 98f949d..f23d151 100644
--- a/.github/copilot-instructions.md
+++ b/.github/copilot-instructions.md
@@ -953,3 +953,32 @@ GitHub: [Fu-Jie/awesome-openwebui](https://github.com/Fu-Jie/awesome-openwebui)
 ## License
 
 MIT License
+
+---
+
+## 📝 Commit Message Guidelines
+
+**Commit messages MUST be in English.** Do not use Chinese.
+
+### Format
+Follow the [Conventional Commits](https://www.conventionalcommits.org/) specification:
+
+- `feat`: New feature
+- `fix`: Bug fix
+- `docs`: Documentation only changes
+- `style`: Changes that do not affect the meaning of the code (white-space, formatting, etc)
+- `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 or auxiliary tools and libraries such as documentation generation
+
+### Examples
+
+✅ **Good:**
+- `feat: add new export to pdf plugin`
+- `fix: resolve icon rendering issue in documentation`
+- `docs: update README with installation steps`
+
+❌ **Bad:**
+- `新增导出PDF插件` (Chinese is not allowed)
+- `update code` (Too vague)
diff --git a/docs/plugins/actions/index.md b/docs/plugins/actions/index.md
index 31ed4e4..d934d7d 100644
--- a/docs/plugins/actions/index.md
+++ b/docs/plugins/actions/index.md
@@ -33,7 +33,7 @@ Actions are interactive plugins that:
 
     Transform text into professional infographics using AntV visualization engine with various templates.
 
-    **Version:** 1.0.0
+    **Version:** 1.3.0
 
     [:octicons-arrow-right-24: Documentation](smart-infographic.md)
 
@@ -43,7 +43,7 @@ Actions are interactive plugins that:
 
     Quickly generates beautiful learning memory cards, perfect for studying and memorization.
 
-    **Version:** 0.2.0
+    **Version:** 0.2.2
 
     [:octicons-arrow-right-24: Documentation](knowledge-card.md)
 
@@ -53,7 +53,7 @@ Actions are interactive plugins that:
 
     Export chat conversations to Excel spreadsheet format for analysis and archiving.
 
-    **Version:** 1.0.0
+    **Version:** 0.3.3
 
     [:octicons-arrow-right-24: Documentation](export-to-excel.md)
 
@@ -73,7 +73,7 @@ Actions are interactive plugins that:
 
     Generate concise summaries of long text content with key points extraction.
 
-    **Version:** 1.0.0
+    **Version:** 0.1.0
 
     [:octicons-arrow-right-24: Documentation](summary.md)
 
diff --git a/docs/plugins/actions/index.zh.md b/docs/plugins/actions/index.zh.md
index 969d575..1faaaf3 100644
--- a/docs/plugins/actions/index.zh.md
+++ b/docs/plugins/actions/index.zh.md
@@ -33,7 +33,7 @@ Actions 是交互式插件，能够：
 
     使用 AntV 可视化引擎，将文本转成专业的信息图。
 
-    **版本：** 1.0.0
+    **版本：** 1.3.0
 
     [:octicons-arrow-right-24: 查看文档](smart-infographic.md)
 
@@ -43,7 +43,7 @@ Actions 是交互式插件，能够：
 
     快速生成精美的学习记忆卡片，适合学习与记忆。
 
-    **版本：** 0.2.0
+    **版本：** 0.2.2
 
     [:octicons-arrow-right-24: 查看文档](knowledge-card.md)
 
@@ -53,7 +53,7 @@ Actions 是交互式插件，能够：
 
     将聊天记录导出为 Excel 电子表格，方便分析或归档。
 
-    **版本：** 1.0.0
+    **版本：** 0.3.3
 
     [:octicons-arrow-right-24: 查看文档](export-to-excel.md)
 
@@ -73,7 +73,7 @@ Actions 是交互式插件，能够：
 
     对长文本进行精简总结，提取要点。
 
-    **版本：** 1.0.0
+    **版本：** 0.1.0
 
     [:octicons-arrow-right-24: 查看文档](summary.md)
 
diff --git a/docs/plugins/filters/context-enhancement.md b/docs/plugins/filters/context-enhancement.md
index e5dcdee..3da34d3 100644
--- a/docs/plugins/filters/context-enhancement.md
+++ b/docs/plugins/filters/context-enhancement.md
@@ -1,7 +1,7 @@
 # Context Enhancement
 
 <span class="category-badge filter">Filter</span>
-<span class="version-badge">v1.0.0</span>
+<span class="version-badge">v0.2</span>
 
 Enhances chat context with additional information for improved LLM responses.
 
diff --git a/docs/plugins/filters/context-enhancement.zh.md b/docs/plugins/filters/context-enhancement.zh.md
index 4ee62c9..0832bae 100644
--- a/docs/plugins/filters/context-enhancement.zh.md
+++ b/docs/plugins/filters/context-enhancement.zh.md
@@ -1,7 +1,7 @@
 # Context Enhancement（上下文增强）
 
 <span class="category-badge filter">Filter</span>
-<span class="version-badge">v1.0.0</span>
+<span class="version-badge">v0.2</span>
 
 为聊天自动补充上下文信息，让 LLM 回复更相关、更准确。
 
diff --git a/docs/plugins/filters/gemini-manifold-companion.md b/docs/plugins/filters/gemini-manifold-companion.md
index baaa750..387901c 100644
--- a/docs/plugins/filters/gemini-manifold-companion.md
+++ b/docs/plugins/filters/gemini-manifold-companion.md
@@ -1,7 +1,7 @@
 # Gemini Manifold Companion
 
 <span class="category-badge filter">Filter</span>
-<span class="version-badge">v1.0.0</span>
+<span class="version-badge">v0.3.2</span>
 
 Companion filter for the Gemini Manifold pipe plugin, providing enhanced functionality.
 
diff --git a/docs/plugins/filters/gemini-manifold-companion.zh.md b/docs/plugins/filters/gemini-manifold-companion.zh.md
index cc10a6e..11c1dba 100644
--- a/docs/plugins/filters/gemini-manifold-companion.zh.md
+++ b/docs/plugins/filters/gemini-manifold-companion.zh.md
@@ -1,7 +1,7 @@
 # Gemini Manifold Companion
 
 <span class="category-badge filter">Filter</span>
-<span class="version-badge">v1.0.0</span>
+<span class="version-badge">v0.3.2</span>
 
 Gemini Manifold Pipe 的伴随过滤器，用于增强 Gemini 集成的处理效果。
 
diff --git a/docs/plugins/filters/index.md b/docs/plugins/filters/index.md
index 45c4239..5b5c98c 100644
--- a/docs/plugins/filters/index.md
+++ b/docs/plugins/filters/index.md
@@ -32,7 +32,7 @@ Filters act as middleware in the message pipeline:
 
     Enhances chat context with additional information for better responses.
 
-    **Version:** 1.0.0
+    **Version:** 0.2
 
     [:octicons-arrow-right-24: Documentation](context-enhancement.md)
 
@@ -42,7 +42,7 @@ Filters act as middleware in the message pipeline:
 
     Companion filter for the Gemini Manifold pipe plugin.
 
-    **Version:** 1.0.0
+    **Version:** 0.3.2
 
     [:octicons-arrow-right-24: Documentation](gemini-manifold-companion.md)
 
diff --git a/docs/plugins/filters/index.zh.md b/docs/plugins/filters/index.zh.md
index 03373be..c68db29 100644
--- a/docs/plugins/filters/index.zh.md
+++ b/docs/plugins/filters/index.zh.md
@@ -32,7 +32,7 @@ Filter 充当消息管线中的中间件：
 
     为聊天增加额外信息，提升回复质量。
 
-    **版本：** 1.0.0
+    **版本：** 0.2
 
     [:octicons-arrow-right-24: 查看文档](context-enhancement.md)
 
@@ -42,7 +42,7 @@ Filter 充当消息管线中的中间件：
 
     Gemini Manifold Pipe 插件的伴随过滤器。
 
-    **版本：** 1.0.0
+    **版本：** 0.3.2
 
     [:octicons-arrow-right-24: 查看文档](gemini-manifold-companion.md)