feat(github-copilot-sdk): add workspace skills support (v0.9.0) (#51)

* feat(github-copilot-sdk): add workspace skills support

- Introduce ENABLE_WORKSPACE_SKILLS valve to enable/disable workspace custom tools discovery
- Modify _build_session_config() to auto-load tools from .copilot-skills/ directory
- Add workspace_skills_example.py template with 3 working example tools
- Update README.md and README_CN.md with Workspace Skills guide and usage examples
- Create v0.9.0.md and v0.9.0_CN.md release notes
- Sync version to all docs files (index.md, index.zh.md, and main docs)
- Bump version from 0.8.0 to 0.9.0 across all 7+ locations

* docs: establish temp files handling policy (project-based, not /tmp)

- Add TEMP_FILES_POLICY.md guideline for all skills and workflows
- Update pr-submitter skill to use .temp/ directory instead of /tmp
- Update release-prep skill documentation with temp file convention
- Add .temp/ and .build/ entries to .gitignore
- Create internal policy memo in /memories/repo/

This policy ensures:
- All temporary files stay within project workspace (not system /tmp)
- Alignment with OpenWebUI workspace isolation principles
- Multi-user safety and cleanup traceability
- Consistent handling across all skills and development workflows

* fix(terminology): rename 'workspace skills' to 'workspace custom tools' for accuracy

The term 'Skills' in Anthropic context refers to instruction-based frameworks
(SKILL.md files with YAML frontmatter + markdown), not custom tool functions.

Our implementation uses @define_tool decorator to define custom tools that the
SDK auto-discovers from .copilot-skills/ directory. These are Tools, not Skills.

Changes:
- Rename ENABLE_WORKSPACE_SKILLS valve -> ENABLE_WORKSPACE_TOOLS
- Update all documentation (README, README_CN, docs, release notes)
- Fix section headings and descriptions throughout
- Ensure consistent terminology across all files

This is a terminology-only change; functionality remains identical.

* feat(pipes): release v0.9.0 of GitHub Copilot SDK Pipe

- Integrated OpenWebUI Skills Bridge and manage_skills tool
- Reinforced status bar stability with session_finalized logic
- Added persistent SDK config directory support

* docs(pipes): add comprehensive guides and v0.9.0 notes for Copilot SDK

- Added skill manager and best practices guides
- Added publishing tool documentation
- Included v0.9.0 release notes and deployment script
- Updated usage guides

.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/skills/test-copilot-pipe/SKILL.md

@@ -0,0 +1,64 @@
+---
+name: test-copilot-pipe
+description: Automotive deployment and testing of GitHub Copilot SDK Pipe plugin for frontend/backend status stability.
+---
+
+# 🤖 Skill: Test Copilot Pipe
+
+This is a **universal testing framework** for publishing the latest `github_copilot_sdk.py` (Pipe) code to a local OpenWebUI instance and verifying it via an automated agent (`browser_subagent`).
+
+## 🎯 Core Principles
+
+- **Fixed Infrastructure**: The deployment script and the test entry URL are always static.
+- **Dynamic Test Planning**: Specific test prompts and expectations (acceptance criteria) **must** be dynamically planned by you based on the code changes or specific user requests before execution.
+
+---
+
+## 🛠️ Static Environment Info
+
+| Attribute | Fixed Value |
+|------|--------|
+| **Deployment Script** | `/Users/fujie/app/python/oui/openwebui-extensions/scripts/update_pipe.py` |
+| **Python Path** | `/opt/homebrew/Caskroom/miniconda/base/envs/ai/bin/python3` |
+| **Test URL** | `http://localhost:3003/?model=github_copilot_official_sdk_pipe.github_copilot_sdk-gpt-4.1` |
+
+---
+
+## 📋 Standard Workflow
+
+### Step 1: Analyze Changes & Plan Test (Plan)
+
+Before triggering the test, you must define the purpose of this test turn.
+Example: *Modified tool calling logic -> Test prompt should trigger a specific tool; observe if the tool executes and returns the correct result.*
+
+### Step 2: Deploy Latest Code (Deploy)
+
+Use the `run_command` tool to execute the fixed update task:
+
+```bash
+/opt/homebrew/Caskroom/miniconda/base/envs/ai/bin/python3 /Users/fujie/app/python/oui/openwebui-extensions/scripts/update_pipe.py
+```
+
+> **Mechanism**: `update_pipe.py` automatically loads the API Key from `scripts/.env` in the same directory.
+> **Verification**: Look for `✅ Successfully updated... version X.X.X`. If a 401 error occurs, remind the user to generate a new API Key in OpenWebUI and update `.env`.
+
+### Step 3: Verify via Browser Subagent (Verify)
+
+Use the `browser_subagent` tool. **You must fill in the `[Dynamic Content]` slots based on Step 1**:
+
+```text
+Task:
+1. Access The Fixed URL: http://localhost:3003/?model=github_copilot_official_sdk_pipe.github_copilot_sdk-gpt-4.1
+2. RELIABILITY WAIT: Wait until the page fully loads. Wait until the chat input text area (`#chat-input`) is present in the DOM.
+3. ACTION - FAST INPUT: Use the `execute_browser_javascript` tool to instantly inject the query and submit it. Use exactly this script format to ensure stability:
+   `const input = document.getElementById('chat-input'); input.value = "[YOUR_DYNAMIC_TEST_PROMPT]"; input.dispatchEvent(new Event('input', { bubbles: true })); const e = new KeyboardEvent('keydown', { key: 'Enter', code: 'Enter', keyCode: 13, which: 13, bubbles: true }); input.dispatchEvent(e);`
+4. WAITING: Wait patiently for the streaming response to stop completely. You should wait for the Stop button to disappear, or wait for the system to settle (approximately 10-15 seconds depending on the query).
+5. CHECK THE OUTCOME: [List the phenomena you expect to see, e.g., status bar shows specific text, tool card appears, result contains specific keywords, etc.]
+6. CAPTURE: Take a screenshot of the settled state to prove the outcome.
+7. REPORT: Report the EXACT outcome matching the criteria from step 5.
+```
+
+### Step 4: Evaluate & Iterate (Evaluate)
+
+- **PASS**: Screenshot and phenomena match expectations. Report success to the user.
+- **FAIL**: Analyze the issue based on screenshots/logs (e.g., race condition reappeared, API error). Modify the code and **re-run the entire skill workflow**.

.gemini/skills/README.md

@@ -0,0 +1,71 @@
+# 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`
+
+---
+
+## Release Pipeline Skills
+
+These four skills form a complete release pipeline and are designed to be used in sequence:
+
+```
+release-prep  →  pr-submitter  →  pr-reviewer  →  release-finalizer
+ (prepare)       (push & PR)      (respond to review)  (merge & close issue)
+```
+
+- **release-prep**
+  - Purpose: Full release preparation — version sync across 7+ files, bilingual release notes creation, consistency check, and commit.
+  - Entry: `release-prep/SKILL.md`
+
+- **pr-submitter**
+  - Purpose: Shell-escape-safe PR submission — writes body to temp file, validates sections, pushes branch, creates PR via `gh pr create --body-file`.
+  - Entry: `pr-submitter/SKILL.md`
+
+- **pr-reviewer**
+  - Purpose: Fetch PR review comments, categorize feedback, implement fixes, commit and push, reply to reviewers.
+  - Entry: `pr-reviewer/SKILL.md`
+
+- **release-finalizer**
+  - Purpose: Merge release PR to main with proper commit message, auto-link and close related issues, post closing messages.
+  - Entry: `release-finalizer/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/openwebui-community-publisher/SKILL.md

@@ -0,0 +1,59 @@
+---
+name: openwebui-community-publisher
+description: Automatically publishes plugin update posts to openwebui.com. 
+---
+
+# OpenWebUI Community Publisher
+
+## Overview
+
+This skill automates the process of creating **new** plugin release notes and announcements directly on the OpenWebUI Community (openwebui.com).
+
+**Note**: This skill is exclusively for **new post creation**. Do NOT use this for updating existing posts, as updates are managed separately via dedicated scripts.
+
+## Prerequisites
+
+- User must be logged into [openwebui.com](https://openwebui.com) in the browser session.
+- The content must be prepared in Markdown format (typically following the structure of the plugin's changelog or a dedicated release `.md` file).
+
+## Execution Workflow
+
+### 1. Verification
+
+- Use `browser_subagent` to navigate to `https://openwebui.com`.
+- Verify the logged-in user status (look for profile icons or "@Fu-Jie").
+
+### 2. Post Creation
+
+- Navigate to `https://openwebui.com/post`.
+- **Post Type Selection**:
+  - Choose the appropriate tab based on content:
+    - **Text**: General announcements and documentation.
+    - **Tool**: Standalone tool plugins.
+    - **Function**: Pipes, Filters, or Actions.
+    - **Prompt**: Chat prompt templates.
+    - **Model**: GGUF/Ollama model files.
+  - Unless otherwise specified, default to **Text** for general release introductions.
+- **Community Selection**:
+  - For general OpenWebUI related posts, select **o/openwebui**.
+  - For specialized topics, select the relevant community (e.g., **o/ollama** for models).
+- **Metadata Mapping**:
+  - **Title**: Use the main header from the source file.
+  - **Content/Description**: Paste the Markdown body.
+  - **Source Code (for Function/Pipe)**: If publishing a `Function`, retrieve the corresponding `.py` file content and paste it into the code area.
+- **Tags**: Leave empty by default unless relevant keywords are explicitly provided.
+- **Media**: Optional, only attach if provided.
+- **Settings**: Ensure "Adult content" is unchecked.
+
+### 3. Submission & Validation
+
+- Click the "Create" (创建) button.
+- Wait for redirection to the final post URL.
+- **CRITICAL**: Use `capture_browser_screenshot` to verify the rendering.
+- Return the final URL to the user.
+
+## Design Standards
+
+- **Rich Aesthetics**: Use emojis in titles.
+- **Structured Data**: Ensure tables and code blocks in the Markdown are preserved.
+- **Internal Linking**: Link back to the OpenWebUI market or GitHub repository where applicable.

.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/pr-reviewer/SKILL.md

@@ -0,0 +1,180 @@
+---
+name: pr-reviewer
+description: Fetches PR review comments, analyzes requested changes, implements fixes, commits and pushes the resolution. Use after a reviewer has left comments on an open PR to close the feedback loop efficiently.
+---
+
+# PR Reviewer
+
+## Overview
+
+This skill automates the response cycle for code review. When a reviewer leaves comments on a Pull Request, this skill fetches all pending feedback, categorizes issues by severity, implements fixes, and submits a follow-up commit with appropriate review response comments.
+
+## Prerequisites
+
+- An open PR exists with pending review comments
+- The local branch matches the PR's head branch
+- `gh` CLI is authenticated
+
+---
+
+## Workflow
+
+### Step 1 — Fetch Review State
+
+Retrieve all review comments and overall review status:
+
+```bash
+# Get overall review decisions
+PAGER=cat GH_PAGER=cat gh pr view <PR-NUMBER> --json reviews,reviewDecision,headRefName \
+  --jq '{decision: .reviewDecision, reviews: [.reviews[] | {author: .author.login, state: .state, body: .body}]}'
+
+# Get inline code comments (specific line comments)
+PAGER=cat GH_PAGER=cat gh api repos/Fu-Jie/openwebui-extensions/pulls/<PR-NUMBER>/comments \
+  --jq '[.[] | {path: .path, line: .line, body: .body, author: .user.login, id: .id}]'
+
+# Get general issue comments
+PAGER=cat GH_PAGER=cat gh issue view <PR-NUMBER> --comments --json comments \
+  --jq '[.comments[] | {author: .author.login, body: .body}]'
+```
+
+Confirm the current local branch matches the PR head:
+```bash
+git branch --show-current
+```
+If mismatched, checkout the correct branch first.
+
+### Step 2 — Categorize Review Feedback
+
+Group feedback into categories:
+
+| Category | Examples | Action |
+|----------|---------|--------|
+| **Code Bug** | Logic error, incorrect variable, broken condition | Fix code immediately |
+| **Style / Formatting** | Indentation, naming convention, missing blank line | Fix code |
+| **Documentation** | Missing i18n key, wrong version in README, typo | Fix docs |
+| **Design Question** | Suggestion to restructure, alternative approach | Discuss with user before implementing |
+| **Nitpick / Optional** | Minor style preferences reviewer marked as optional | Fix if quick; document if skipped |
+| **Blocking** | Reviewer explicitly blocks merge | Must fix before proceeding |
+
+Present the full categorized list to the user and confirm the resolution plan.
+
+### Step 3 — Implement Fixes
+
+For each accepted fix:
+
+1. Read the affected file at the commented line for context:
+   ```bash
+   sed -n '<line-5>,<line+10>p' <file-path>
+   ```
+2. Apply the fix using appropriate file edit tools
+3. After editing, verify the specific area looks correct
+
+**For code changes that might affect behavior:**
+- Check if tests exist: `ls tests/test_*.py`
+- If tests exist, run them: `python -m pytest tests/ -v`
+
+**For documentation fixes:**
+- If modifying README.md, check if `docs/` mirror needs the same fix
+- Apply the same fix to both locations
+
+### Step 4 — Run Consistency Checks
+
+After all fixes are applied:
+
+```bash
+# Version consistency (if any version files were touched)
+python3 scripts/check_version_consistency.py
+
+# Quick syntax check for Python files
+python3 -m py_compile plugins/{type}/{name}/{name}.py && echo "✅ Syntax OK"
+```
+
+### Step 5 — Stage and Commit
+
+Create a new commit (do NOT amend if the branch has already been pushed, to avoid force-push):
+
+```bash
+git add -A
+git status
+```
+
+Draft a Conventional Commits message for the fixup:
+
+Format: `fix(scope): address review feedback`
+
+Body should list what was fixed, referencing reviewer concerns:
+```
+fix(github-copilot-sdk): address review feedback from @reviewer
+
+- Fix X per review comment on line Y of file Z
+- Update README to clarify auth requirement
+- Correct edge case in _parse_mcp_servers logic
+```
+
+```bash
+git commit -m "<fixup commit message>"
+```
+
+### Step 6 — Push the Fix Commit
+
+```bash
+git push origin $(git branch --show-current)
+```
+
+**Force-push policy:**
+- Use `git push` (non-force) by default
+- Only use `git push --force-with-lease` if:
+  1. The user explicitly requests it, AND
+  2. The only change is an amended commit squash (cosmetic, no logic change)
+  3. Never use `--force` (without `--lease`)
+
+### Step 7 — Respond to Reviewers
+
+For each addressed review comment, post a reply:
+
+```bash
+# Reply to inline comment
+gh api repos/Fu-Jie/openwebui-extensions/pulls/<PR-NUMBER>/comments/<COMMENT-ID>/replies \
+  -X POST -f body="Fixed in commit <SHORT-SHA>. <Brief explanation of what was changed.>"
+
+# General comment to summarize all fixes
+gh issue comment <PR-NUMBER> --body "All review feedback addressed in commit <SHORT-SHA>:
+- Fixed: <item 1>
+- Fixed: <item 2>
+Ready for re-review. 🙏"
+```
+
+### Step 8 — Re-Request Review (Optional)
+
+If the reviewer had submitted a `CHANGES_REQUESTED` review, request a new review after fixes:
+
+```bash
+PAGER=cat GH_PAGER=cat gh api repos/Fu-Jie/openwebui-extensions/pulls/<PR-NUMBER>/requested_reviewers \
+  -X POST -f reviewers[]='<reviewer-login>'
+```
+
+---
+
+## Decision Guide
+
+### When NOT to implement a suggestion immediately
+
+- **Design questions**: "Should this be a separate class?" — Present to user for decision
+- **Optional nitpicks**: Reviewer marked as `nit:` — Ask user if they want to include it
+- **Large refactors**: If fix would require changing >50 lines, propose a separate follow-up issue instead
+
+### When to ask the user before proceeding
+
+- Any fix involving behavioral changes to plugin logic
+- Renaming Valve keys (breaking change — requires migration notes)
+- Changes that affect the bilingual release notes already committed
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Do NOT `git commit --amend` on a pushed commit without user approval for force-push
+- ❌ Do NOT silently skip a reviewer's comment; always acknowledge it (implement or explain why not)
+- ❌ Do NOT use `--force` (only `--force-with-lease` when absolutely necessary)
+- ❌ Do NOT make unrelated changes in the fixup commit; keep scope focused on review feedback
+- ❌ Do NOT respond to reviewer comments in Chinese if the PR language context is English

.gemini/skills/pr-submitter/SKILL.md

@@ -0,0 +1,179 @@
+---
+name: pr-submitter
+description: Submits a feature branch as a Pull Request with a validated, properly formatted bilingual PR body. Handles shell-escape-safe body writing via temp files. Use after release-prep has committed all changes.
+---
+
+# PR Submitter
+
+## Overview
+
+This skill handles the final step of pushing a feature branch and creating a validated Pull Request on GitHub. Its primary purpose is to avoid the shell-escaping pitfalls (backticks, special characters in `gh pr create --body`) by always writing the PR body to a **temp file** first.
+
+## Prerequisites
+
+- All changes are committed (use `release-prep` skill first)
+- The `gh` CLI is authenticated (`gh auth status`)
+- Current branch is NOT `main` or `master`
+
+---
+
+## Workflow
+
+### Step 1 — Pre-Flight Checks
+
+Run these checks before any push:
+
+```bash
+# 1. Confirm not on protected branch
+git branch --show-current
+
+# 2. Verify there are commits to push
+git log origin/$(git branch --show-current)..HEAD --oneline 2>/dev/null || echo "No remote tracking branch yet"
+
+# 3. Check gh CLI auth
+gh auth status
+```
+
+If any check fails, stop and report clearly.
+
+### Step 2 — Collect PR Metadata
+
+Gather:
+- **PR Title**: Must follow Conventional Commits format, English only (e.g., `feat(github-copilot-sdk): release v0.8.0 with conditional tool filtering`)
+- **Target base branch**: Default is `main`
+- **Plugin name + version** (to build body sections)
+- **Key changes** (reuse from release-prep or the latest What's New section)
+
+### Step 3 — Build PR Body File (Shell-Escape-Safe)
+
+**Always write the body to a temp file.** Never embed multi-line markdown with special characters directly in a shell command.
+
+```bash
+cat > /tmp/pr_body.md << 'HEREDOC'
+## Summary
+
+Brief one-sentence description of what this PR accomplishes.
+
+## Changes
+
+### New Features
+- Feature 1 description
+- Feature 2 description
+
+### Bug Fixes
+- Fix 1 description
+
+## Plugin Version
+- `PluginName` bumped to `vX.X.X`
+
+## Documentation
+- README.md / README_CN.md updated
+- docs/ mirrors synced
+
+## Testing
+- [ ] Tested locally in OpenWebUI
+- [ ] i18n validated (all language keys present)
+- [ ] Version consistency check passed (`python3 scripts/check_version_consistency.py`)
+
+---
+
+## 变更摘要（中文）
+
+简要描述本次 PR 的改动内容。
+
+### 新功能
+- 功能1描述
+- 功能2描述
+
+### 问题修复
+- 修复1描述
+HEREDOC
+```
+
+**Critical rules for the body file:**
+- Use `<< 'HEREDOC'` (quoted heredoc) to prevent variable expansion
+- Keep all backticks literal — they are safe inside a heredoc
+- Paths like `/api/v1/files/` are safe too since heredoc doesn't interpret them as commands
+
+### Step 4 — Validate PR Body
+
+Before submitting, verify the body file contains expected sections:
+
+```bash
+# Check key sections exist
+grep -q "## Summary" /tmp/pr_body.md && echo "✅ Summary" || echo "❌ Summary missing"
+grep -q "## Changes" /tmp/pr_body.md && echo "✅ Changes" || echo "❌ Changes missing"
+grep -q "## 变更摘要" /tmp/pr_body.md && echo "✅ CN Section" || echo "❌ CN Section missing"
+
+# Preview the body
+cat /tmp/pr_body.md
+```
+
+Ask the user to confirm the body content before proceeding.
+
+### Step 5 — Push Branch
+
+```bash
+git push -u origin $(git branch --show-current)
+```
+
+If push is rejected (non-fast-forward), report to user and ask whether to force-push. **Do NOT force-push without explicit confirmation.**
+
+### Step 6 — Create Pull Request
+
+```bash
+gh pr create \
+  --base main \
+  --head $(git branch --show-current) \
+  --title "<PR title from Step 2>" \
+  --body-file /tmp/pr_body.md
+```
+
+Always use `--body-file`, never `--body` with inline markdown.
+
+### Step 7 — Verify PR Creation
+
+```bash
+PAGER=cat GH_PAGER=cat gh pr view --json number,url,title,body --jq '{number: .number, url: .url, title: .title, body_preview: .body[:200]}'
+```
+
+Confirm:
+- PR number and URL
+- Title matches intended Conventional Commits format
+- Body preview includes key sections (not truncated/corrupted)
+
+If the body appears corrupted (empty sections, missing backtick content), use edit:
+
+```bash
+gh pr edit <PR-NUMBER> --body-file /tmp/pr_body.md
+```
+
+### Step 8 — Cleanup
+
+```bash
+rm -f /tmp/pr_body.md
+```
+
+Report final PR URL to the user.
+
+---
+
+## Shell-Escape Safety Rules
+
+| Risk | Safe Approach |
+|------|--------------|
+| Backticks in `--body` | Write to file, use `--body-file` |
+| Paths like `/api/...` | Safe in heredoc; risky in inline `--body` |
+| Newlines in `--body` | File-based only |
+| `$variable` expansion | Use `<< 'HEREDOC'` (quoted) |
+| Double quotes in body | Safe in heredoc file |
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Never use `--body "..."` with multi-line content directly in shell command
+- ❌ Never interpolate variables directly into heredoc without quoting the delimiter
+- ❌ Never force-push (`--force`) without explicit user confirmation
+- ❌ Never target `main` as the source branch (only as base)
+- ❌ Never skip the body validation step — a PR with empty body is worse than a delayed PR

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

@@ -0,0 +1,208 @@
+---
+name: release-finalizer
+description: Merges a release PR, associates it with resolved issues, replies to issue reporters, and closes issues. Use after PR review is complete and ready for merge. Closes the release cycle.
+---
+
+# Release Finalizer
+
+## Overview
+
+This skill completes the final step of the release cycle: merging the release PR to `main`, replying to all related issues with solutions, and automatically closing them using GitHub's issue linking mechanism.
+
+## Prerequisites
+
+- The PR is in `OPEN` state and ready to merge
+- All status checks have passed (CI green)
+- All review feedback has been addressed
+- The PR relates to one or more GitHub issues (either in PR description or through commits)
+
+---
+
+## Workflow
+
+### Step 1 — Pre-Merge Verification
+
+Verify that the PR is ready:
+
+```bash
+PAGER=cat GH_PAGER=cat gh pr view <PR-NUMBER> --json state,statusCheckRollup,reviewDecision
+```
+
+Checklist:
+- ✅ `state` is `OPEN`
+- ✅ `statusCheckRollup` all have `conclusion: SUCCESS`
+- ✅ `reviewDecision` is `APPROVED` or empty (no blocking reviews)
+
+If any check fails, **do NOT merge**. Report the issue to the user.
+
+### Step 2 — Identify Related Issues
+
+Issues can be linked to a PR in multiple ways. Check the PR description and commit messages for keywords:
+
+```bash
+PAGER=cat GH_PAGER=cat gh pr view <PR-NUMBER> --json body,commits
+```
+
+Look for patterns like:
+- `Closes #XX`, `Fixes #XX`, `Resolves #XX` (in description or commit bodies)
+- `#XX` mentioned as "related to" or "addresses"
+
+**Manual input**: If issue links are not in the PR, ask the user which issue(s) this PR resolves.
+
+Extract all issue numbers into a list: `[#48, #52, ...]`
+
+### Step 3 — Select Merge Strategy
+
+Offer the user three options:
+
+| Strategy | Git Behavior | Use Case |
+|----------|-------------|----------|
+| **Squash** | All commits squashed into one commit on main | Clean history, recommended for release PRs |
+| **Rebase** | Linear history, no merge commit | Preserve commit granularity |
+| **Merge** | Merge commit created | Preserve full PR context |
+
+**Recommendation for release PRs**: Use `--squash` to create a single clean commit.
+
+If user doesn't specify, default to `--squash`.
+
+### Step 4 — Prepare Merge Commit Message
+
+If using `--squash`, craft a single comprehensive commit message:
+
+**Format** (Conventional Commits + Github linking):
+```
+type(scope): description
+
+- Bullet point 1
+- Bullet point 2
+
+Closes #48
+Closes #52
+```
+
+The `Closes #XX` keyword tells GitHub to automatically close those issues when the commit lands on `main`.
+
+Example:
+```
+feat(pipes,filters): release Copilot SDK Pipe v0.8.0 and Files Filter v0.1.3
+
+- Implement P1~P4 conditional tool filtering system
+- Fix file publishing reliability across all storage backends
+- Add strict file URL validation
+- Update bilingual documentation
+
+Closes #48
+```
+
+### Step 5 — Execute Merge
+
+```bash
+gh pr merge <PR-NUMBER> \
+  --squash \
+  --delete-branch \
+  -m "type(scope): description" \
+  -b "- Bullet 1\n- Bullet 2\n\nCloses #48"
+```
+
+**Key flags:**
+- `--squash`: Squash commits (recommended for releases)
+- `--delete-branch`: Delete the feature branch after merge
+- `-m`: Commit subject
+- `-b`: Commit body (supports `\n` for newlines)
+
+Confirm the merge is successful; GitHub will automatically close related issues with `Closes #XX` keyword.
+
+### Step 6 — Verify Auto-Close
+
+GitHub automatically closes issues when a commit with `Closes #XX` lands on the default branch (`main`).
+
+To verify:
+```bash
+PAGER=cat GH_PAGER=cat gh issue view <ISSUE-NUMBER> --json state
+```
+
+Should show `state: CLOSED`.
+
+### Step 7 — Post Closing Message (Optional but Recommended)
+
+For better UX, manually post a summary comment to **each issue** before it auto-closes (since auto-close happens silently):
+
+```bash
+gh issue comment <ISSUE-NUMBER> --body "
+This has been fixed in PR #<PR-NUMBER>, which is now merged to main.
+
+**Solution Summary:**
+- <Key fix 1>
+- <Key fix 2>
+
+The fix will be available in the next plugin release. Thank you for reporting! ⭐
+"
+```
+
+### Step 8 — (Optional) Regenerate Release Notes
+
+If the merge revealed any final tweaks to release notes:
+
+```bash
+# Re-export release notes from merged commit
+git log --oneline -1 <merged-commit-sha>
+```
+
+If needed, create a follow-up PR with doc polish (do NOT force-push the merged commit).
+
+---
+
+## Merge Strategy Decision Tree
+
+```
+Is this a patch/hotfix release?
+├─ YES → Use --squash
+└─ NO → Multi-feature release?
+     ├─ YES → Use --squash (cleaner history)
+     └─ NO → Preserve detail? 
+          ├─ YES → Use --rebase
+          └─ NO → Use --merge (preserve PR context)
+```
+
+---
+
+## Issue Auto-Close Keywords
+
+These keywords in commit/PR messages will auto-close issues when merged to `main`:
+
+- `Closes #XX`
+- `Fixes #XX`
+- `Resolves #XX`
+- `close #XX` (case-insensitive)
+- `fix #XX`
+- `resolve #XX`
+
+**Important**: The keyword must be on the **final commit that lands on** `main`. For squash merges, it must be in the squash commit message body.
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Do NOT merge if any status checks are PENDING or FAILED
+- ❌ Do NOT merge if there are blocking reviews (reviewDecision: `CHANGES_REQUESTED`)
+- ❌ Do NOT merge without verifying the Conventional Commits format in the merge message
+- ❌ Do NOT merge without including `Closes #XX` keywords for all related issues
+- ❌ Do NOT assume issues will auto-close silently — post a courtesy comment first
+- ❌ Do NOT delete the branch if it might be needed for cherry-pick or hotfixes later
+
+---
+
+## Troubleshooting
+
+### Issue did not auto-close after merge
+- Verify the `Closes #XX` keyword is in the **final commit message** (use `git log` to check)
+- Ensure the commit is on the `main` branch
+- GitHub sometimes takes a few seconds to process; refresh the issue page
+
+### Multiple issues to close
+- List all in separate `Closes #XX` lines in the commit body
+- Each one will be independently auto-closed
+
+### Want to close issue without merge?
+- Use `gh issue close <ISSUE-NUMBER>` manually
+- Only recommended if the PR was manually reverted or deemed invalid

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

@@ -0,0 +1,137 @@
+---
+name: release-prep
+description: Orchestrates the full release preparation flow for a plugin — version sync across 7+ files, bilingual release notes creation, and commit message drafting. Use before submitting a PR. Does NOT push or create a PR; that is handled by pr-submitter.
+---
+
+# Release Prep
+
+## Overview
+
+This skill drives the complete pre-PR release pipeline. It enforces the repository rule that every release must synchronize the version number and changelog across **at least 7 locations** before a commit is created.
+
+## Scope
+
+This skill covers:
+1. Version sync (delegates detail to `version-bumper` if needed)
+2. Bilingual release notes file creation
+3. 7-location consistency verification
+4. Conventional Commits message drafting
+5. `git add -A && git commit` execution
+
+It **stops before** `git push` or `gh pr create`. Use the `pr-submitter` skill for those steps.
+
+---
+
+## Workflow
+
+### Step 1 — Collect Release Info
+
+Ask the user (or infer from current state) the following:
+- **Plugin name** and **type** (actions / filters / pipes / tools)
+- **New version number** (e.g., `0.8.0`)
+- **Key changes** in English and Chinese (1-5 bullet points each)
+
+If a `What's New` section already exists in README.md, extract it as the source of truth.
+
+### Step 2 — Sync Version Across 7 Locations
+
+Verify AND update the version string in all of the following. Mark each as ✅ or ❌:
+
+| # | File | Location |
+|---|------|----------|
+| 1 | `plugins/{type}/{name}/{name}.py` | `version:` in docstring |
+| 2 | `plugins/{type}/{name}/README.md` | `**Version:** x.x.x` metadata line |
+| 3 | `plugins/{type}/{name}/README_CN.md` | `**Version:** x.x.x` metadata line |
+| 4 | `docs/plugins/{type}/{name}.md` | `**Version:** x.x.x` metadata line |
+| 5 | `docs/plugins/{type}/{name}.zh.md` | `**Version:** x.x.x` metadata line |
+| 6 | `docs/plugins/{type}/index.md` | version badge for this plugin |
+| 7 | `docs/plugins/{type}/index.zh.md` | version badge for this plugin |
+
+Additionally update the root-level **updated date badge** in:
+- `README.md` — `![updated](https://img.shields.io/badge/YYYY--MM--DD-gray?style=flat)`
+- `README_CN.md` — same badge format
+
+Use today's date (`YYYY-MM-DD`) for the badge.
+
+### Step 3 — Update What's New (All 4 Doc Files)
+
+The `What's New` / `最新更新` section must contain **only the most recent release's changes**. Previous entries should be removed from this section (they live in CHANGELOG or release notes files).
+
+Update these 4 files' `What's New` / `最新更新` block consistently:
+- `plugins/{type}/{name}/README.md`
+- `plugins/{type}/{name}/README_CN.md`
+- `docs/plugins/{type}/{name}.md`
+- `docs/plugins/{type}/{name}.zh.md`
+
+### Step 4 — Create Bilingual Release Notes Files
+
+Create two versioned release notes files:
+
+**Path**: `plugins/{type}/{name}/v{version}.md`
+**Path**: `plugins/{type}/{name}/v{version}_CN.md`
+
+#### Required Sections
+
+Each file must include:
+1. **Title**: `# v{version} Release Notes` (EN) / `# v{version} 版本发布说明` (CN)
+2. **Overview**: One paragraph summarizing this release
+3. **New Features** / **新功能**: Bulleted list of features
+4. **Bug Fixes** / **问题修复**: Bulleted list of fixes
+5. **Migration Notes** / **迁移说明**: Breaking changes or Valve key renames (omit section if none)
+6. **Companion Plugins** / **配套插件** (optional): If a companion plugin was updated
+
+If a release notes file already exists for this version, update it rather than creating a new one.
+
+### Step 5 — Verify Consistency (Pre-Commit Check)
+
+Run the consistency check script:
+
+```bash
+python3 scripts/check_version_consistency.py
+```
+
+If issues are found, fix them before proceeding. Do not commit with inconsistencies.
+
+### Step 6 — Draft Conventional Commits Message
+
+Generate the commit message following `commit-message.instructions.md` rules:
+- **Language**: English ONLY
+- **Format**: `type(scope): subject` + blank line + body bullets
+- **Scope**: use plugin folder name (e.g., `github-copilot-sdk`)
+- **Body**: 1-3 bullets summarizing key changes
+- Explicitly mention "READMEs and docs synced" if version was bumped
+
+Present the full commit message to the user for review before executing.
+
+### Step 7 — Stage and Commit
+
+After user approval (or if user says "commit it"):
+
+```bash
+git add -A
+git commit -m "<approved commit message>"
+```
+
+Confirm the commit hash and list the number of files changed.
+
+---
+
+## Checklist (Auto-Verify Before Commit)
+
+- [ ] `version:` in `.py` docstring matches target version
+- [ ] `**Version:**` in all 4 README/docs files matches
+- [ ] Both `index.md` version badges updated
+- [ ] Root `README.md` and `README_CN.md` date badges updated to today
+- [ ] `What's New` / `最新更新` contains ONLY the latest release
+- [ ] `v{version}.md` and `v{version}_CN.md` created or updated
+- [ ] `python3 scripts/check_version_consistency.py` returns no errors
+- [ ] Commit message is English-only Conventional Commits format
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Do NOT add extra features or refactor code during release prep — only version/doc updates
+- ❌ Do NOT push or create PR in this skill — use `pr-submitter`
+- ❌ Do NOT use today's date in commit messages; only in badge URLs
+- ❌ Do NOT leave stale What's New content from prior versions

.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/TEMP_FILES_POLICY.md

@@ -0,0 +1,121 @@
+# Temporary Files Handling Policy
+
+**Last Updated**: 2026-02-26  
+**Status**: Active Guideline
+
+## Overview
+
+All temporary files created during skill execution or development workflows must follow this centralized policy to maintain project cleanliness and workspace isolation alignment.
+
+## Core Rule
+
+**Temporary files MUST be stored in the project's `.temp/` directory, NOT in system directories like `/tmp`.**
+
+## Rationale
+
+1. **Workspace Isolation**: Aligns with OpenWebUI's workspace-per-user model
+2. **Project Cohesion**: All project artifacts (temporary or permanent) stay within project boundaries
+3. **Multi-User Safety**: Avoids conflicts between multiple developers using the same system
+4. **Cleanup Traceability**: Easy to verify all temp files are cleaned up via single `.temp/` directory
+5. **Debugging**: Inspectable before deletion if issues occur
+
+## Usage Pattern
+
+### Creating Temp File
+
+```bash
+# Step 1: Ensure temp directory exists
+mkdir -p .temp
+
+# Step 2: Write temp file
+cat > .temp/my_temp_file.md << 'EOF'
+...content...
+EOF
+
+# Step 3: Use the file in your workflow
+# (e.g., pass to gh CLI, process with script, etc.)
+```
+
+### Cleanup After Use
+
+```bash
+# Remove individual temp files
+rm -f .temp/my_temp_file.md
+
+# Or full cleanup of entire temp directory
+rm -rf .temp/
+```
+
+## Skills Affected
+
+| Skill | Implementation | Status |
+|-------|----------------|--------|
+| `pr-submitter` | PR body file (`.temp/pr_body.md`) | ✅ Updated |
+| `release-prep` | Draft notes (if any) | ✅ Policy Added |
+| `version-bumper` | Backup files (if any) | ℹ️ Check needed |
+| Future skills | TBD | 📋 Must follow policy |
+
+## .gitignore Configuration
+
+The following entry in `.gitignore` ensures temp files are never committed:
+
+```
+# Temporary files
+.temp/
+.build/
+```
+
+## Examples
+
+### Example 1: PR Submitter Skill
+```bash
+# Create PR body in temp directory
+mkdir -p .temp
+cat > .temp/pr_body.md << 'EOF'
+## Summary
+New feature implementation
+EOF
+
+# Use with gh CLI
+gh pr create --body-file .temp/pr_body.md --title "feat: new feature"
+
+# Cleanup
+rm -f .temp/pr_body.md
+```
+
+### Example 2: Release Prepare Workflow
+```bash
+# Create draft changelog
+mkdir -p .temp
+cat > .temp/changelog_draft.md << 'EOF'
+# v1.0.0 Release Notes
+EOF
+
+# Edit, validate, then integrate into real files
+# ...
+
+# Cleanup
+rm -f .temp/changelog_draft.md
+```
+
+## Anti-Patterns (❌ Don't Do This)
+
+- ❌ Writing temp files to `/tmp` — will be lost/orphaned
+- ❌ Writing to root directory or `plugins/` — pollutes repo
+- ❌ Not cleaning up temp files — accumulates clutter
+- ❌ Committing `.temp/` files to git — defeats the purpose
+- ❌ Using absolute paths — breaks workflow portability
+
+## Enforcement
+
+1. **Code Review**: PRs should verify no `/tmp` references in scripts
+2. **CI/CD**: Setup can validate `.temp/` cleanup via git status before commit
+3. **Documentation**: All skill docs must reference this policy (link to this file)
+4. **Automated**: Consider adding pre-commit hook to ensure `.temp/` is not staged
+
+## Questions / Clarifications
+
+For questions about this policy, refer to:
+- `.github/skills/pr-submitter/SKILL.md` — Practical example
+- `.github/skills/release-prep/SKILL.md` — Policy integration
+- `/memories/repo/temp-file-handling-convention.md` — Internal notes

.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/copilot-instructions.md

@@ -205,19 +205,56 @@ class Action:
 #### 用户上下文 (User Context)
 
 ```python
-def _get_user_context(self, __user__: Optional[Dict[str, Any]]) -> Dict[str, str]:
-    """安全提取用户上下文信息。"""
-    if isinstance(__user__, (list, tuple)):
-        user_data = __user__[0] if __user__ else {}
-    elif isinstance(__user__, dict):
-        user_data = __user__
-    else:
-        user_data = {}
+async def _get_user_context(
+    self,
+    __user__: Optional[dict],
+    __event_call__: Optional[callable] = None,
+    __request__: Optional[Request] = None,
+) -> dict:
+    """
+    Robust extraction of user context with multi-level fallback for language detection.
+    Priority: localStorage (via JS) > HTTP headers > User profile > en-US
+    """
+    user_data = __user__ if isinstance(__user__, dict) else {}
+    user_id = user_data.get("id", "unknown_user")
+    user_name = user_data.get("name", "User")
+    user_language = user_data.get("language", "en-US")
+
+    # 1. Fallback: HTTP Accept-Language header
+    if __request__ and hasattr(__request__, "headers"):
+        accept_lang = __request__.headers.get("accept-language", "")
+        if accept_lang:
+            user_language = accept_lang.split(",")[0].split(";")[0]
+
+    # 2. Priority: Frontend localStorage via JS (requires timeout protection)
+    if __event_call__:
+        try:
+            js_code = """
+                try {
+                    return (
+                        document.documentElement.lang ||
+                        localStorage.getItem('locale') || 
+                        navigator.language || 
+                        'en-US'
+                    );
+                } catch (e) {
+                    return 'en-US';
+                }
+            """
+            # MUST use wait_for with timeout (e.g., 2.0s) to prevent backend deadlock
+            frontend_lang = await asyncio.wait_for(
+                __event_call__({"type": "execute", "data": {"code": js_code}}),
+                timeout=2.0
+            )
+            if frontend_lang and isinstance(frontend_lang, str):
+                user_language = frontend_lang
+        except Exception:
+            pass # Fallback to existing language
 
     return {
-        "user_id": user_data.get("id", "unknown_user"),
-        "user_name": user_data.get("name", "User"),
-        "user_language": user_data.get("language", "en-US"),
+        "user_id": user_id,
+        "user_name": user_name,
+        "user_language": user_language,
     }
 ```
 
@@ -478,7 +515,122 @@ async def get_user_language(self):
 
 **注意**: 即使插件有 `Valves` 配置，也应优先尝试自动探测，提升用户体验。
 
-### 8. 智能代理文件交付规范 (Agent File Delivery Standards)
+### 8. 国际化 (i18n) 适配规范 (Internationalization Standards)
+
+开发供全球用户使用的插件时，必须预置多语言支持（如中文、英文等）。
+
+#### i18n 字典定义
+
+在文件顶部定义 `TRANSLATIONS` 字典存储多语言字符串：
+
+```python
+TRANSLATIONS = {
+    "en-US": {
+        "status_starting": "Smart Mind Map is starting...",
+    },
+    "zh-CN": {
+        "status_starting": "智能思维导图正在启动...",
+    },
+    # ... 其他语言
+}
+
+# 语言回退映射 (Fallback Map)
+FALLBACK_MAP = {
+    "zh": "zh-CN",
+    "zh-TW": "zh-CN",
+    "zh-HK": "zh-CN",
+    "en": "en-US",
+    "en-GB": "en-US"
+}
+```
+
+#### 获取当前用户真实语言 (Robust Language Detection)
+
+Open WebUI 的前端（localStorage）并未自动同步语言设置到后端数据库或通过标准 API 参数传递。为了获取精准的用户偏好语言，**必须**使用多层级回退机制（Multi-level Fallback）：
+`JS 动态探测 (localStorage)` > `HTTP 浏览器头 (Accept-Language)` > `用户 Profile 默认设置` > `en-US`
+
+> **注意！防卡死指南 (Anti-Deadlock Guide)**
+> 在通过 `__event_call__` 执行前端 JS 脚本时，如果前端脚本不慎抛出异常 (`Exception`) 会导致回调函数 `cb()` 永不执行，这会让后端的 `asyncio` 永远阻塞并卡死整个请求队列！
+> **必须**做两重防护：
+> 1. JS 内部包裹 `try...catch` 保证必须有 `return`。
+> 2. 后端使用 `asyncio.wait_for` 设置强制超时（建议 2 秒）。
+
+```python
+import asyncio
+from fastapi import Request
+
+async def _get_user_context(
+    self,
+    __user__: Optional[dict],
+    __event_call__: Optional[callable] = None,
+    __request__: Optional[Request] = None,
+) -> dict:
+    user_language = __user__.get("language", "en-US") if __user__ else "en-US"
+    
+    # 1st Fallback: HTTP Accept-Language header
+    if __request__ and hasattr(__request__, "headers") and "accept-language" in __request__.headers:
+        raw_lang = __request__.headers.get("accept-language", "")
+        if raw_lang:
+            user_language = raw_lang.split(",")[0].split(";")[0]
+
+    # 2nd Fallback (Best): Execute JS in frontend to read localStorage
+    if __event_call__:
+        try:
+            js_code = """
+                try {
+                    return (
+                        document.documentElement.lang ||
+                        localStorage.getItem('locale') || 
+                        navigator.language || 
+                        'en-US'
+                    );
+                } catch (e) {
+                    return 'en-US';
+                }
+            """
+            # 【致命！】必须设置 wait_for 防止前端无响应卡死后端
+            frontend_lang = await asyncio.wait_for(
+                __event_call__({"type": "execute", "data": {"code": js_code}}),
+                timeout=2.0
+            )
+            if frontend_lang and isinstance(frontend_lang, str):
+                user_language = frontend_lang
+        except Exception as e:
+            pass # fallback to accept-language or en-US
+
+    return {
+        "user_language": user_language,
+        # ... user_name, user_id etc.
+    }
+```
+
+#### 实际使用 (Usage in Action/Filter)
+ 
+```python
+async def action(self, body: dict, __user__: Optional[dict] = None, __event_call__: Optional[callable] = None, ...):
+    user_ctx = await self._get_user_context(__user__, __event_call__)
+    lang = user_ctx["user_language"]
+    
+    # Use helper to get localized string with optional formatting
+    msg = self._get_translation(lang, "status_starting", name=user_ctx["user_name"])
+    await self._emit_status(emitter, msg)
+```
+
+#### 提示词中的语言一致性 (Language Consistency in Prompts)
+
+在为 LLM 生成系统提示词时，必须包含“输出语言与输入保持一致”的指令，以确保 i18n 逻辑在 AI 生成环节也不断裂。
+
+**标准指令示例**:
+- `Language`: All output must be in the exact same language as the input text provided by the user.
+- `Format Consistency`: Even if this system prompt is in English, if the user input is in Chinese, your output must be in Chinese.
+
+#### CJK 脚本的特殊考量 (CJK Script Considerations)
+
+当涉及字符长度限制（如思维导图标题、卡片摘要）时，应区分 CJK（中日韩）和拉丁脚本。
+- **CJK (zh, ja, ko)**: 通常应设置更小的字符数限制（如 10 字以内）。
+- **Latin (en, es, fr)**: 可设置较长的字符限制（如 5-8 个词或 35 字符）。
+
+### 9. 智能代理文件交付规范 (Agent File Delivery Standards)
 
 在开发具备文件生成能力的智能代理插件（如 GitHub Copilot SDK 集成）时，必须遵循以下标准流程，以确保文件在不同存储后端（本地/S3）下的可用性并绕过不必要的 RAG 处理。
 
@@ -498,7 +650,7 @@ async def get_user_language(self):
 - 代理应始终将“当前目录”视为其受保护所在的私有工作空间。
 - `publish_file_from_workspace` 的参数 `filename` 仅需传入相对于当前目录的文件名。
 
-### 9. Copilot SDK 插件工具定义规范 (Copilot SDK Tool Definition Standards)
+### 10. Copilot SDK 插件工具定义规范 (Copilot SDK Tool Definition Standards)
 
 在为 GitHub Copilot SDK 开发自定义工具时，为了确保大模型能正确识别参数（避免生成空的 `properties` Schema），必须遵循以下定义模式：
 
@@ -532,6 +684,63 @@ my_tool = define_tool(
 2.  **Field 描述**: 在 `BaseModel` 中使用 `Field(..., description="...")` 为每个参数提供详细的描述信息。
 3.  **Required vs Optional**: 明确标注必填项（无默认值）和可选项（带 `default`）。
 
+### 11. Copilot SDK 流式渲染与工具卡片规范 (Streaming & Tool Card Standards)
+
+在处理大模型的思维链（Reasoning）输出和工具调用（Tool Calls）时，为了确保能完美兼容 OpenWebUI 0.8.x 前端的 Markdown 解析器及原生折叠 UI 组件，必须遵循以下极度严格的输出格式规范。
+
+#### 思维链流式渲染 (Reasoning Streaming)
+
+为了让前端能够正确显示“Thinking...”的折叠框和 Spinner 动画，**必须**使用原生的 `<think>` 标签。
+
+- **正确的标签包裹**:
+  ```html
+  <think>
+  这里是思考过程...
+  </think>
+  ```
+- **关键细节**:
+  - **标签闭合检测**: 必须在代码内部维护状态（如 `state["thinking_started"]`）。当（1）正文内容即将开始输出，或（2）工具调用触发 (`tool.execution_start`) 时，**必须优先输出 `\n</think>\n` 强制闭合标签**。如果不闭合，后续的正文或工具面板会被全部吞进思考框内，导致页面完全崩坏！
+  - **不要手动拼装**: 严禁通过手动输出 `<details type="reasoning">` 等大段 HTML 来模拟思考过程，这种方式极易在流式片段发送中破坏前端 DOM 树并导致错位。
+
+#### 工具调用原生卡片 (Native Tool Calls Block)
+
+为了在对话界面中生成标准、原生的下拉折叠“工具调用”卡片，当 `event_type == "tool.execution_complete"` 时，必须向队列输出如下严格格式的 HTML：
+
+```python
+# 必须转义属性中的双引号为 &quot;
+args_for_attr = args_json_str.replace('"', "&quot;")
+result_for_attr = result_content.replace('"', "&quot;")
+
+tool_block = (
+    f'\\n<details type="tool_calls"'
+    f' id="{tool_call_id}"'
+    f' name="{tool_name}"'
+    f' arguments="{args_for_attr}"'
+    f' result="{result_for_attr}"'
+    f' done="true">\\n'
+    f"<summary>Tool Executed</summary>\\n"
+    f"</details>\\n\\n"
+)
+queue.put_nowait(tool_block)
+```
+
+- **致命避坑点 (Critical Pitfalls)**:
+  1. **属性转义 (Extremely Important)**: `<details>` 内的 `arguments` 和 `result` 属性**必须**将内部的所有双引号 `"` 替换为 `&quot;`。因为 OpenWebUI 前端提取这些数据的 Regex 是严格的 `="([^"]*)"`，一旦内容中出现原生双引号，就会被瞬间截断，导致参数被渲染为空并引发解析错误！
+  2. **换行符要求**: `<details ...>` 尖括号闭合后紧接着的内容**必须换行**（即 `>\\n`），否则 Markdown 扩展引擎无法将其识别为独立的 UI Block。
+  3. **去除冗余通知**: 不要在 `tool.execution_start` 事件中提前向对话流输出普通的 `🔧 Executing...` 纯文本块，这会导致最终页面上同时出现两块工具提示（一个文本，一个折叠卡片）。
+
+#### Debug 信息的解耦 (Decoupling Debug Logs)
+
+对于连接建立、运行环境、缓存加载等属于 *脚本自身运行状态* 的 Debug 信息：
+- **禁止**: 不要将这些内容 yield 到最终的回答数据流（或塞进 `<think>` 标签内），这会污染回答的纯粹性。
+- **推荐**: 统一使用 OpenWebUI 顶部的原生状态反馈气泡（Status Events）：
+  ```python
+  await __event_emitter__({
+      "type": "status",
+      "data": {"description": "连接建立，正在等待响应...", "done": True}
+  })
+  ```
+
 ---
 
 ## ⚡ Action 插件规范 (Action Plugin Standards)
@@ -947,8 +1156,10 @@ Filter 实例是**单例 (Singleton)**。
 
 任何插件的**新增、修改或移除**，必须同时更新：
 1. **插件代码** (version)
-2. **项目文档** (`docs/`)
-3. **自述文件** (`README.md`)
+2. **插件自述文件** (`plugins/{type}/{name}/README.md` & `README_CN.md`)
+3. **项目文档** (`docs/plugins/{type}/{name}.md` & `.zh.md`)
+4. **项目文档索引** (`docs/plugins/{type}/index.md` & `index.zh.md` — 版本号)
+5. **项目根 README** (`README.md` & `README_CN.md` — 更新日期徽章 `![updated](https://img.shields.io/badge/YYYY--MM--DD-gray?style=flat)` 必须同步为发布当天日期)
 
 ### 3.  发布工作流 (Release Workflow)
 

.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 +1,71 @@
+# 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`
+
+---
+
+## Release Pipeline Skills
+
+These four skills form a complete release pipeline and are designed to be used in sequence:
+
+```
+release-prep  →  pr-submitter  →  pr-reviewer  →  release-finalizer
+ (prepare)       (push & PR)      (respond to review)  (merge & close issue)
+```
+
+- **release-prep**
+  - Purpose: Full release preparation — version sync across 7+ files, bilingual release notes creation, consistency check, and commit.
+  - Entry: `release-prep/SKILL.md`
+
+- **pr-submitter**
+  - Purpose: Shell-escape-safe PR submission — writes body to temp file, validates sections, pushes branch, creates PR via `gh pr create --body-file`.
+  - Entry: `pr-submitter/SKILL.md`
+
+- **pr-reviewer**
+  - Purpose: Fetch PR review comments, categorize feedback, implement fixes, commit and push, reply to reviewers.
+  - Entry: `pr-reviewer/SKILL.md`
+
+- **release-finalizer**
+  - Purpose: Merge release PR to main with proper commit message, auto-link and close related issues, post closing messages.
+  - Entry: `release-finalizer/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/pr-reviewer/SKILL.md

@@ -0,0 +1,180 @@
+---
+name: pr-reviewer
+description: Fetches PR review comments, analyzes requested changes, implements fixes, commits and pushes the resolution. Use after a reviewer has left comments on an open PR to close the feedback loop efficiently.
+---
+
+# PR Reviewer
+
+## Overview
+
+This skill automates the response cycle for code review. When a reviewer leaves comments on a Pull Request, this skill fetches all pending feedback, categorizes issues by severity, implements fixes, and submits a follow-up commit with appropriate review response comments.
+
+## Prerequisites
+
+- An open PR exists with pending review comments
+- The local branch matches the PR's head branch
+- `gh` CLI is authenticated
+
+---
+
+## Workflow
+
+### Step 1 — Fetch Review State
+
+Retrieve all review comments and overall review status:
+
+```bash
+# Get overall review decisions
+PAGER=cat GH_PAGER=cat gh pr view <PR-NUMBER> --json reviews,reviewDecision,headRefName \
+  --jq '{decision: .reviewDecision, reviews: [.reviews[] | {author: .author.login, state: .state, body: .body}]}'
+
+# Get inline code comments (specific line comments)
+PAGER=cat GH_PAGER=cat gh api repos/Fu-Jie/openwebui-extensions/pulls/<PR-NUMBER>/comments \
+  --jq '[.[] | {path: .path, line: .line, body: .body, author: .user.login, id: .id}]'
+
+# Get general issue comments
+PAGER=cat GH_PAGER=cat gh issue view <PR-NUMBER> --comments --json comments \
+  --jq '[.comments[] | {author: .author.login, body: .body}]'
+```
+
+Confirm the current local branch matches the PR head:
+```bash
+git branch --show-current
+```
+If mismatched, checkout the correct branch first.
+
+### Step 2 — Categorize Review Feedback
+
+Group feedback into categories:
+
+| Category | Examples | Action |
+|----------|---------|--------|
+| **Code Bug** | Logic error, incorrect variable, broken condition | Fix code immediately |
+| **Style / Formatting** | Indentation, naming convention, missing blank line | Fix code |
+| **Documentation** | Missing i18n key, wrong version in README, typo | Fix docs |
+| **Design Question** | Suggestion to restructure, alternative approach | Discuss with user before implementing |
+| **Nitpick / Optional** | Minor style preferences reviewer marked as optional | Fix if quick; document if skipped |
+| **Blocking** | Reviewer explicitly blocks merge | Must fix before proceeding |
+
+Present the full categorized list to the user and confirm the resolution plan.
+
+### Step 3 — Implement Fixes
+
+For each accepted fix:
+
+1. Read the affected file at the commented line for context:
+   ```bash
+   sed -n '<line-5>,<line+10>p' <file-path>
+   ```
+2. Apply the fix using appropriate file edit tools
+3. After editing, verify the specific area looks correct
+
+**For code changes that might affect behavior:**
+- Check if tests exist: `ls tests/test_*.py`
+- If tests exist, run them: `python -m pytest tests/ -v`
+
+**For documentation fixes:**
+- If modifying README.md, check if `docs/` mirror needs the same fix
+- Apply the same fix to both locations
+
+### Step 4 — Run Consistency Checks
+
+After all fixes are applied:
+
+```bash
+# Version consistency (if any version files were touched)
+python3 scripts/check_version_consistency.py
+
+# Quick syntax check for Python files
+python3 -m py_compile plugins/{type}/{name}/{name}.py && echo "✅ Syntax OK"
+```
+
+### Step 5 — Stage and Commit
+
+Create a new commit (do NOT amend if the branch has already been pushed, to avoid force-push):
+
+```bash
+git add -A
+git status
+```
+
+Draft a Conventional Commits message for the fixup:
+
+Format: `fix(scope): address review feedback`
+
+Body should list what was fixed, referencing reviewer concerns:
+```
+fix(github-copilot-sdk): address review feedback from @reviewer
+
+- Fix X per review comment on line Y of file Z
+- Update README to clarify auth requirement
+- Correct edge case in _parse_mcp_servers logic
+```
+
+```bash
+git commit -m "<fixup commit message>"
+```
+
+### Step 6 — Push the Fix Commit
+
+```bash
+git push origin $(git branch --show-current)
+```
+
+**Force-push policy:**
+- Use `git push` (non-force) by default
+- Only use `git push --force-with-lease` if:
+  1. The user explicitly requests it, AND
+  2. The only change is an amended commit squash (cosmetic, no logic change)
+  3. Never use `--force` (without `--lease`)
+
+### Step 7 — Respond to Reviewers
+
+For each addressed review comment, post a reply:
+
+```bash
+# Reply to inline comment
+gh api repos/Fu-Jie/openwebui-extensions/pulls/<PR-NUMBER>/comments/<COMMENT-ID>/replies \
+  -X POST -f body="Fixed in commit <SHORT-SHA>. <Brief explanation of what was changed.>"
+
+# General comment to summarize all fixes
+gh issue comment <PR-NUMBER> --body "All review feedback addressed in commit <SHORT-SHA>:
+- Fixed: <item 1>
+- Fixed: <item 2>
+Ready for re-review. 🙏"
+```
+
+### Step 8 — Re-Request Review (Optional)
+
+If the reviewer had submitted a `CHANGES_REQUESTED` review, request a new review after fixes:
+
+```bash
+PAGER=cat GH_PAGER=cat gh api repos/Fu-Jie/openwebui-extensions/pulls/<PR-NUMBER>/requested_reviewers \
+  -X POST -f reviewers[]='<reviewer-login>'
+```
+
+---
+
+## Decision Guide
+
+### When NOT to implement a suggestion immediately
+
+- **Design questions**: "Should this be a separate class?" — Present to user for decision
+- **Optional nitpicks**: Reviewer marked as `nit:` — Ask user if they want to include it
+- **Large refactors**: If fix would require changing >50 lines, propose a separate follow-up issue instead
+
+### When to ask the user before proceeding
+
+- Any fix involving behavioral changes to plugin logic
+- Renaming Valve keys (breaking change — requires migration notes)
+- Changes that affect the bilingual release notes already committed
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Do NOT `git commit --amend` on a pushed commit without user approval for force-push
+- ❌ Do NOT silently skip a reviewer's comment; always acknowledge it (implement or explain why not)
+- ❌ Do NOT use `--force` (only `--force-with-lease` when absolutely necessary)
+- ❌ Do NOT make unrelated changes in the fixup commit; keep scope focused on review feedback
+- ❌ Do NOT respond to reviewer comments in Chinese if the PR language context is English

.github/skills/pr-submitter/SKILL.md

@@ -0,0 +1,194 @@
+---
+name: pr-submitter
+description: Submits a feature branch as a Pull Request with a validated, properly formatted bilingual PR body. Handles shell-escape-safe body writing via temp files. Use after release-prep has committed all changes.
+---
+
+# PR Submitter
+
+## Overview
+
+This skill handles the final step of pushing a feature branch and creating a validated Pull Request on GitHub. Its primary purpose is to avoid the shell-escaping pitfalls (backticks, special characters in `gh pr create --body`) by always writing the PR body to a **temp file** first.
+
+## Prerequisites
+
+- All changes are committed (use `release-prep` skill first)
+- The `gh` CLI is authenticated (`gh auth status`)
+- Current branch is NOT `main` or `master`
+
+---
+
+## Workflow
+
+### Step 0 — Initialize Temp Directory (Project-Based)
+
+For all temporary files, use the project's `.temp/` directory instead of system `/tmp`:
+
+```bash
+# Create temp directory if it doesn't exist
+mkdir -p .temp
+```
+
+**Why**: All temporary files stay within the project workspace, avoiding system `/tmp` pollution and better aligning with OpenWebUI workspace isolation principles.
+
+### Step 1 — Pre-Flight Checks
+
+Run these checks before any push:
+
+```bash
+# 1. Confirm not on protected branch
+git branch --show-current
+
+# 2. Verify there are commits to push
+git log origin/$(git branch --show-current)..HEAD --oneline 2>/dev/null || echo "No remote tracking branch yet"
+
+# 3. Check gh CLI auth
+gh auth status
+```
+
+If any check fails, stop and report clearly.
+
+### Step 2 — Collect PR Metadata
+
+Gather:
+- **PR Title**: Must follow Conventional Commits format, English only (e.g., `feat(github-copilot-sdk): release v0.8.0 with conditional tool filtering`)
+- **Target base branch**: Default is `main`
+- **Plugin name + version** (to build body sections)
+- **Key changes** (reuse from release-prep or the latest What's New section)
+
+### Step 3 — Build PR Body File (Shell-Escape-Safe)
+
+**Always write the body to a temp file in `.temp/` directory.** Never embed multi-line markdown with special characters directly in a shell command.
+
+```bash
+cat > .temp/pr_body.md << 'HEREDOC'
+## Summary
+
+Brief one-sentence description of what this PR accomplishes.
+
+## Changes
+
+### New Features
+- Feature 1 description
+- Feature 2 description
+
+### Bug Fixes
+- Fix 1 description
+
+## Plugin Version
+- `PluginName` bumped to `vX.X.X`
+
+## Documentation
+- README.md / README_CN.md updated
+- docs/ mirrors synced
+
+## Testing
+- [ ] Tested locally in OpenWebUI
+- [ ] i18n validated (all language keys present)
+- [ ] Version consistency check passed (`python3 scripts/check_version_consistency.py`)
+
+---
+
+## 变更摘要（中文）
+
+简要描述本次 PR 的改动内容。
+
+### 新功能
+- 功能1描述
+- 功能2描述
+
+### 问题修复
+- 修复1描述
+HEREDOC
+```
+
+**Critical rules for the body file:**
+- Use `<< 'HEREDOC'` (quoted heredoc) to prevent variable expansion
+- Keep all backticks literal — they are safe inside a heredoc
+- Paths like `/api/v1/files/` are safe too since heredoc doesn't interpret them as commands
+
+### Step 4 — Validate PR Body
+
+Before submitting, verify the body file contains expected sections:
+
+```bash
+# Check key sections exist
+grep -q "## Summary" .temp/pr_body.md && echo "✅ Summary" || echo "❌ Summary missing"
+grep -q "## Changes" .temp/pr_body.md && echo "✅ Changes" || echo "❌ Changes missing"
+grep -q "## 变更摘要" .temp/pr_body.md && echo "✅ CN Section" || echo "❌ CN Section missing"
+
+# Preview the body
+cat .temp/pr_body.md
+```
+
+Ask the user to confirm the body content before proceeding.
+
+### Step 5 — Push Branch
+
+```bash
+git push -u origin $(git branch --show-current)
+```
+
+If push is rejected (non-fast-forward), report to user and ask whether to force-push. **Do NOT force-push without explicit confirmation.**
+
+### Step 6 — Create Pull Request
+
+```bash
+gh pr create \
+  --base main \
+  --head $(git branch --show-current) \
+  --title "<PR title from Step 2>" \
+  --body-file .temp/pr_body.md
+```
+
+Always use `--body-file`, never `--body` with inline markdown.
+
+### Step 7 — Verify PR Creation
+
+```bash
+PAGER=cat GH_PAGER=cat gh pr view --json number,url,title,body --jq '{number: .number, url: .url, title: .title, body_preview: .body[:200]}'
+```
+
+Confirm:
+- PR number and URL
+- Title matches intended Conventional Commits format
+- Body preview includes key sections (not truncated/corrupted)
+
+If the body appears corrupted (empty sections, missing backtick content), use edit:
+
+```bash
+gh pr edit <PR-NUMBER> --body-file /tmp/pr_body.md
+```
+
+### Step 8 — Cleanup
+
+```bash
+rm -f .temp/pr_body.md
+```
+
+**Note**: The `.temp/` directory itself is preserved for reuse; only the individual PR body file is deleted. To fully clean up: `rm -rf .temp/`
+
+Report final PR URL to the user.
+
+---
+
+## Shell-Escape Safety Rules
+
+| Risk | Safe Approach |
+|------|--------------|
+| Backticks in `--body` | Write to file, use `--body-file` |
+| Paths like `/api/...` | Safe in heredoc; risky in inline `--body` |
+| Newlines in `--body` | File-based only |
+| `$variable` expansion | Use `<< 'HEREDOC'` (quoted) |
+| Double quotes in body | Safe in heredoc file |
+| Temp file storage | Use `.temp/` dir, not `/tmp` |
+| Cleanup after use | Always delete temp file (keep dir) |
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Never use `--body "..."` with multi-line content directly in shell command
+- ❌ Never interpolate variables directly into heredoc without quoting the delimiter
+- ❌ Never force-push (`--force`) without explicit user confirmation
+- ❌ Never target `main` as the source branch (only as base)
+- ❌ Never skip the body validation step — a PR with empty body is worse than a delayed PR

.github/skills/release-finalizer/SKILL.md

@@ -0,0 +1,208 @@
+---
+name: release-finalizer
+description: Merges a release PR, associates it with resolved issues, replies to issue reporters, and closes issues. Use after PR review is complete and ready for merge. Closes the release cycle.
+---
+
+# Release Finalizer
+
+## Overview
+
+This skill completes the final step of the release cycle: merging the release PR to `main`, replying to all related issues with solutions, and automatically closing them using GitHub's issue linking mechanism.
+
+## Prerequisites
+
+- The PR is in `OPEN` state and ready to merge
+- All status checks have passed (CI green)
+- All review feedback has been addressed
+- The PR relates to one or more GitHub issues (either in PR description or through commits)
+
+---
+
+## Workflow
+
+### Step 1 — Pre-Merge Verification
+
+Verify that the PR is ready:
+
+```bash
+PAGER=cat GH_PAGER=cat gh pr view <PR-NUMBER> --json state,statusCheckRollup,reviewDecision
+```
+
+Checklist:
+- ✅ `state` is `OPEN`
+- ✅ `statusCheckRollup` all have `conclusion: SUCCESS`
+- ✅ `reviewDecision` is `APPROVED` or empty (no blocking reviews)
+
+If any check fails, **do NOT merge**. Report the issue to the user.
+
+### Step 2 — Identify Related Issues
+
+Issues can be linked to a PR in multiple ways. Check the PR description and commit messages for keywords:
+
+```bash
+PAGER=cat GH_PAGER=cat gh pr view <PR-NUMBER> --json body,commits
+```
+
+Look for patterns like:
+- `Closes #XX`, `Fixes #XX`, `Resolves #XX` (in description or commit bodies)
+- `#XX` mentioned as "related to" or "addresses"
+
+**Manual input**: If issue links are not in the PR, ask the user which issue(s) this PR resolves.
+
+Extract all issue numbers into a list: `[#48, #52, ...]`
+
+### Step 3 — Select Merge Strategy
+
+Offer the user three options:
+
+| Strategy | Git Behavior | Use Case |
+|----------|-------------|----------|
+| **Squash** | All commits squashed into one commit on main | Clean history, recommended for release PRs |
+| **Rebase** | Linear history, no merge commit | Preserve commit granularity |
+| **Merge** | Merge commit created | Preserve full PR context |
+
+**Recommendation for release PRs**: Use `--squash` to create a single clean commit.
+
+If user doesn't specify, default to `--squash`.
+
+### Step 4 — Prepare Merge Commit Message
+
+If using `--squash`, craft a single comprehensive commit message:
+
+**Format** (Conventional Commits + Github linking):
+```
+type(scope): description
+
+- Bullet point 1
+- Bullet point 2
+
+Closes #48
+Closes #52
+```
+
+The `Closes #XX` keyword tells GitHub to automatically close those issues when the commit lands on `main`.
+
+Example:
+```
+feat(pipes,filters): release Copilot SDK Pipe v0.8.0 and Files Filter v0.1.3
+
+- Implement P1~P4 conditional tool filtering system
+- Fix file publishing reliability across all storage backends
+- Add strict file URL validation
+- Update bilingual documentation
+
+Closes #48
+```
+
+### Step 5 — Execute Merge
+
+```bash
+gh pr merge <PR-NUMBER> \
+  --squash \
+  --delete-branch \
+  -m "type(scope): description" \
+  -b "- Bullet 1\n- Bullet 2\n\nCloses #48"
+```
+
+**Key flags:**
+- `--squash`: Squash commits (recommended for releases)
+- `--delete-branch`: Delete the feature branch after merge
+- `-m`: Commit subject
+- `-b`: Commit body (supports `\n` for newlines)
+
+Confirm the merge is successful; GitHub will automatically close related issues with `Closes #XX` keyword.
+
+### Step 6 — Verify Auto-Close
+
+GitHub automatically closes issues when a commit with `Closes #XX` lands on the default branch (`main`).
+
+To verify:
+```bash
+PAGER=cat GH_PAGER=cat gh issue view <ISSUE-NUMBER> --json state
+```
+
+Should show `state: CLOSED`.
+
+### Step 7 — Post Closing Message (Optional but Recommended)
+
+For better UX, manually post a summary comment to **each issue** before it auto-closes (since auto-close happens silently):
+
+```bash
+gh issue comment <ISSUE-NUMBER> --body "
+This has been fixed in PR #<PR-NUMBER>, which is now merged to main.
+
+**Solution Summary:**
+- <Key fix 1>
+- <Key fix 2>
+
+The fix will be available in the next plugin release. Thank you for reporting! ⭐
+"
+```
+
+### Step 8 — (Optional) Regenerate Release Notes
+
+If the merge revealed any final tweaks to release notes:
+
+```bash
+# Re-export release notes from merged commit
+git log --oneline -1 <merged-commit-sha>
+```
+
+If needed, create a follow-up PR with doc polish (do NOT force-push the merged commit).
+
+---
+
+## Merge Strategy Decision Tree
+
+```
+Is this a patch/hotfix release?
+├─ YES → Use --squash
+└─ NO → Multi-feature release?
+     ├─ YES → Use --squash (cleaner history)
+     └─ NO → Preserve detail? 
+          ├─ YES → Use --rebase
+          └─ NO → Use --merge (preserve PR context)
+```
+
+---
+
+## Issue Auto-Close Keywords
+
+These keywords in commit/PR messages will auto-close issues when merged to `main`:
+
+- `Closes #XX`
+- `Fixes #XX`
+- `Resolves #XX`
+- `close #XX` (case-insensitive)
+- `fix #XX`
+- `resolve #XX`
+
+**Important**: The keyword must be on the **final commit that lands on** `main`. For squash merges, it must be in the squash commit message body.
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Do NOT merge if any status checks are PENDING or FAILED
+- ❌ Do NOT merge if there are blocking reviews (reviewDecision: `CHANGES_REQUESTED`)
+- ❌ Do NOT merge without verifying the Conventional Commits format in the merge message
+- ❌ Do NOT merge without including `Closes #XX` keywords for all related issues
+- ❌ Do NOT assume issues will auto-close silently — post a courtesy comment first
+- ❌ Do NOT delete the branch if it might be needed for cherry-pick or hotfixes later
+
+---
+
+## Troubleshooting
+
+### Issue did not auto-close after merge
+- Verify the `Closes #XX` keyword is in the **final commit message** (use `git log` to check)
+- Ensure the commit is on the `main` branch
+- GitHub sometimes takes a few seconds to process; refresh the issue page
+
+### Multiple issues to close
+- List all in separate `Closes #XX` lines in the commit body
+- Each one will be independently auto-closed
+
+### Want to close issue without merge?
+- Use `gh issue close <ISSUE-NUMBER>` manually
+- Only recommended if the PR was manually reverted or deemed invalid

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

@@ -0,0 +1,144 @@
+---
+name: release-prep
+description: Orchestrates the full release preparation flow for a plugin — version sync across 7+ files, bilingual release notes creation, and commit message drafting. Use before submitting a PR. Does NOT push or create a PR; that is handled by pr-submitter.
+---
+
+# Release Prep
+
+## Overview
+
+This skill drives the complete pre-PR release pipeline. It enforces the repository rule that every release must synchronize the version number and changelog across **at least 7 locations** before a commit is created.
+
+## Scope
+
+This skill covers:
+1. Version sync (delegates detail to `version-bumper` if needed)
+2. Bilingual release notes file creation
+3. 7-location consistency verification
+4. Conventional Commits message drafting
+5. `git add -A && git commit` execution
+
+It **stops before** `git push` or `gh pr create`. Use the `pr-submitter` skill for those steps.
+
+### Temporary File Convention
+
+Any temporary files created during release prep (e.g., draft changelogs) must:
+- Be written to the project's `.temp/` directory, **NOT** system `/tmp`
+- Be cleaned up before commit using `rm -f .temp/file_name`
+- Never be committed to git (add `.temp/` to `.gitignore`)
+
+---
+
+## Workflow
+
+### Step 1 — Collect Release Info
+
+Ask the user (or infer from current state) the following:
+- **Plugin name** and **type** (actions / filters / pipes / tools)
+- **New version number** (e.g., `0.8.0`)
+- **Key changes** in English and Chinese (1-5 bullet points each)
+
+If a `What's New` section already exists in README.md, extract it as the source of truth.
+
+### Step 2 — Sync Version Across 7 Locations
+
+Verify AND update the version string in all of the following. Mark each as ✅ or ❌:
+
+| # | File | Location |
+|---|------|----------|
+| 1 | `plugins/{type}/{name}/{name}.py` | `version:` in docstring |
+| 2 | `plugins/{type}/{name}/README.md` | `**Version:** x.x.x` metadata line |
+| 3 | `plugins/{type}/{name}/README_CN.md` | `**Version:** x.x.x` metadata line |
+| 4 | `docs/plugins/{type}/{name}.md` | `**Version:** x.x.x` metadata line |
+| 5 | `docs/plugins/{type}/{name}.zh.md` | `**Version:** x.x.x` metadata line |
+| 6 | `docs/plugins/{type}/index.md` | version badge for this plugin |
+| 7 | `docs/plugins/{type}/index.zh.md` | version badge for this plugin |
+
+Additionally update the root-level **updated date badge** in:
+- `README.md` — `![updated](https://img.shields.io/badge/YYYY--MM--DD-gray?style=flat)`
+- `README_CN.md` — same badge format
+
+Use today's date (`YYYY-MM-DD`) for the badge.
+
+### Step 3 — Update What's New (All 4 Doc Files)
+
+The `What's New` / `最新更新` section must contain **only the most recent release's changes**. Previous entries should be removed from this section (they live in CHANGELOG or release notes files).
+
+Update these 4 files' `What's New` / `最新更新` block consistently:
+- `plugins/{type}/{name}/README.md`
+- `plugins/{type}/{name}/README_CN.md`
+- `docs/plugins/{type}/{name}.md`
+- `docs/plugins/{type}/{name}.zh.md`
+
+### Step 4 — Create Bilingual Release Notes Files
+
+Create two versioned release notes files:
+
+**Path**: `plugins/{type}/{name}/v{version}.md`
+**Path**: `plugins/{type}/{name}/v{version}_CN.md`
+
+#### Required Sections
+
+Each file must include:
+1. **Title**: `# v{version} Release Notes` (EN) / `# v{version} 版本发布说明` (CN)
+2. **Overview**: One paragraph summarizing this release
+3. **New Features** / **新功能**: Bulleted list of features
+4. **Bug Fixes** / **问题修复**: Bulleted list of fixes
+5. **Migration Notes** / **迁移说明**: Breaking changes or Valve key renames (omit section if none)
+6. **Companion Plugins** / **配套插件** (optional): If a companion plugin was updated
+
+If a release notes file already exists for this version, update it rather than creating a new one.
+
+### Step 5 — Verify Consistency (Pre-Commit Check)
+
+Run the consistency check script:
+
+```bash
+python3 scripts/check_version_consistency.py
+```
+
+If issues are found, fix them before proceeding. Do not commit with inconsistencies.
+
+### Step 6 — Draft Conventional Commits Message
+
+Generate the commit message following `commit-message.instructions.md` rules:
+- **Language**: English ONLY
+- **Format**: `type(scope): subject` + blank line + body bullets
+- **Scope**: use plugin folder name (e.g., `github-copilot-sdk`)
+- **Body**: 1-3 bullets summarizing key changes
+- Explicitly mention "READMEs and docs synced" if version was bumped
+
+Present the full commit message to the user for review before executing.
+
+### Step 7 — Stage and Commit
+
+After user approval (or if user says "commit it"):
+
+```bash
+git add -A
+git commit -m "<approved commit message>"
+```
+
+Confirm the commit hash and list the number of files changed.
+
+---
+
+## Checklist (Auto-Verify Before Commit)
+
+- [ ] `version:` in `.py` docstring matches target version
+- [ ] `**Version:**` in all 4 README/docs files matches
+- [ ] Both `index.md` version badges updated
+- [ ] Root `README.md` and `README_CN.md` date badges updated to today
+- [ ] `What's New` / `最新更新` contains ONLY the latest release
+- [ ] `v{version}.md` and `v{version}_CN.md` created or updated
+- [ ] `python3 scripts/check_version_consistency.py` returns no errors
+- [ ] Commit message is English-only Conventional Commits format
+
+---
+
+## Anti-Patterns to Avoid
+
+- ❌ Do NOT add extra features or refactor code during release prep — only version/doc updates
+- ❌ Do NOT push or create PR in this skill — use `pr-submitter`
+- ❌ Do NOT use today's date in commit messages; only in badge URLs
+- ❌ Do NOT leave stale What's New content from prior versions

.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/release.yml

@@ -329,8 +329,7 @@ jobs:
           DETECTED_CHANGES: ${{ needs.check-changes.outputs.release_notes }}
           COMMITS: ${{ steps.commits.outputs.commits }}
         run: |
-          echo "# ${VERSION} Release" > release_notes.md
-          echo "" >> release_notes.md
+          > release_notes.md
           
           if [ -n "$TITLE" ]; then
             echo "## $TITLE" >> release_notes.md

.gitignore

@@ -136,6 +136,8 @@ logs/
 # Temporary files
 *.tmp
 *.temp
+.temp/
+.build/
 
 # OpenWebUI specific
 # Add any specific ignores for OpenWebUI plugins if needed

.markdownlint.json

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

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

@@ -9,7 +9,6 @@ A collection of enhancements, plugins, and prompts for [OpenWebUI](https://githu
 
 <!-- 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 |
@@ -20,19 +19,18 @@ A collection of enhancements, plugins, and prompts for [OpenWebUI](https://githu
 | :---: | :---: | :---: | :---: | :---: |
 | ![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
 
+### 🔥 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--01--29-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--01--31-gray?style=flat) |
-| 🥉 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![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--07-gray?style=flat) |
-| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | ![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--01--29-gray?style=flat) |
-| 5️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | ![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--10-gray?style=flat) |
-| 6️⃣ | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | ![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--01--29-gray?style=flat) |
+| 🥇 | [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) |
 
 ### 📈 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)*
@@ -119,7 +117,9 @@ System Prompts are managed in the `docs/prompts/` directory:
 
 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.
+- **[Open WebUI Prompt Plus](https://github.com/Fu-Jie/open-webui-prompt-plus)**
+
+[![Newsletter](https://img.shields.io/badge/OpenWebUI_Newsletter-Featured-blue?style=flat-square)](https://openwebui.com/blog/newsletter-january-28-2026): An all-in-one prompt management suite featuring AI-powered prompt generation, spotlight-style quick search, and advanced category organization.
 
 ## 📖 Documentation
 

README_CN.md

@@ -6,7 +6,6 @@ OpenWebUI 增强功能集合。包含个人开发与收集的插件、提示词
 
 <!-- STATS_START -->
 ## 📊 社区统计
->
 > ![updated_zh](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_updated_zh.json&style=flat)
 
 | 👤 作者 | 👥 粉丝 | ⭐ 积分 | 🏆 贡献 |
@@ -17,19 +16,18 @@ OpenWebUI 增强功能集合。包含个人开发与收集的插件、提示词
 | :---: | :---: | :---: | :---: | :---: |
 | ![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
 
+### 🔥 热门插件 Top 6
 | 排名 | 插件 | 版本 | 下载 | 浏览 | 📅 更新 |
 | :---: | :--- | :---: | :---: | :---: | :---: |
-| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | ![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--01--29-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--01--31-gray?style=flat) |
-| 🥉 | [Export to Word Enhanced](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | ![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--07-gray?style=flat) |
-| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | ![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--01--29-gray?style=flat) |
-| 5️⃣ | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | ![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--10-gray?style=flat) |
-| 6️⃣ | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | ![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--01--29-gray?style=flat) |
+| 🥇 | [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) |
 
 ### 📈 总下载量累计趋势
-
 ![Activity](https://gist.githubusercontent.com/Fu-Jie/db3d95687075a880af6f1fba76d679c6/raw/chart.svg)
 
 *完整统计与趋势图请查看 [社区统计报告](./docs/community-stats.zh.md)*
@@ -116,7 +114,7 @@ OpenWebUI 增强功能集合。包含个人开发与收集的插件、提示词
 
 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。
+- **[Open WebUI Prompt Plus](https://github.com/Fu-Jie/open-webui-prompt-plus)** [![Newsletter](https://img.shields.io/badge/OpenWebUI_Newsletter-Featured-blue?style=flat-square)](https://openwebui.com/blog/newsletter-january-28-2026)：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
 

docs/badges/downloads.json

@@ -1,7 +1,7 @@
 {
   "schemaVersion": 1,
   "label": "downloads",
-  "message": "4.2k",
+  "message": "6.0k",
   "color": "blue",
   "namedLogo": "openwebui"
 }

docs/badges/followers.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "followers",
-  "message": "220",
+  "message": "287",
   "color": "blue"
 }

docs/badges/plugins.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "plugins",
-  "message": "22",
+  "message": "24",
   "color": "green"
 }

docs/badges/points.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "points",
-  "message": "271",
+  "message": "295",
   "color": "orange"
 }

docs/badges/upvotes.json

@@ -1,6 +1,6 @@
 {
   "schemaVersion": 1,
   "label": "upvotes",
-  "message": "231",
+  "message": "251",
   "color": "brightgreen"
 }

docs/community-stats.json

@@ -1,15 +1,15 @@
 {
-  "total_posts": 22,
-  "total_downloads": 4161,
-  "total_views": 45988,
-  "total_upvotes": 231,
-  "total_downvotes": 2,
-  "total_saves": 274,
-  "total_comments": 55,
+  "total_posts": 24,
+  "total_downloads": 6041,
+  "total_views": 64841,
+  "total_upvotes": 251,
+  "total_downvotes": 3,
+  "total_saves": 329,
+  "total_comments": 58,
   "by_type": {
-    "post": 3,
-    "filter": 4,
+    "post": 5,
     "pipe": 1,
+    "filter": 4,
     "action": 12,
     "prompt": 1,
     "review": 1
@@ -19,16 +19,16 @@
       "title": "Smart Mind Map",
       "slug": "turn_any_text_into_beautiful_mind_maps_3094c59a",
       "type": "action",
-      "version": "0.9.2",
+      "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": 954,
-      "views": 8395,
-      "upvotes": 22,
-      "saves": 50,
-      "comments": 13,
-      "created_at": "2025-12-31",
-      "updated_at": "2026-01-29",
+      "downloads": 1270,
+      "views": 10965,
+      "upvotes": 23,
+      "saves": 59,
+      "comments": 15,
+      "created_at": "2025-12-30",
+      "updated_at": "2026-02-22",
       "url": "https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a"
     },
     {
@@ -38,15 +38,31 @@
       "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": 710,
-      "views": 6719,
+      "downloads": 1032,
+      "views": 10202,
       "upvotes": 24,
-      "saves": 34,
+      "saves": 40,
       "comments": 10,
       "created_at": "2025-12-28",
-      "updated_at": "2026-01-31",
+      "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/smart_infographic_ad6f0c7f"
     },
+    {
+      "title": "Markdown Normalizer",
+      "slug": "markdown_normalizer_baaa8732",
+      "type": "filter",
+      "version": "1.2.7",
+      "author": "Fu-Jie",
+      "description": "A content normalizer filter that fixes common Markdown formatting issues in LLM outputs, such as broken code blocks, LaTeX formulas, and list formatting. Including LaTeX command protection.",
+      "downloads": 570,
+      "views": 6491,
+      "upvotes": 18,
+      "saves": 37,
+      "comments": 5,
+      "created_at": "2026-01-12",
+      "updated_at": "2026-02-24",
+      "url": "https://openwebui.com/posts/markdown_normalizer_baaa8732"
+    },
     {
       "title": "Export to Word Enhanced",
       "slug": "export_to_word_enhanced_formatting_fca6a315",
@@ -54,29 +70,29 @@
       "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": 383,
-      "views": 3029,
-      "upvotes": 14,
-      "saves": 26,
+      "downloads": 544,
+      "views": 4391,
+      "upvotes": 16,
+      "saves": 30,
       "comments": 5,
       "created_at": "2026-01-03",
-      "updated_at": "2026-02-07",
+      "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": "1.2.2",
+      "version": "1.3.0",
       "author": "Fu-Jie",
       "description": "Reduces token consumption in long conversations while maintaining coherence through intelligent summarization and message compression.",
-      "downloads": 363,
-      "views": 3759,
-      "upvotes": 14,
-      "saves": 34,
+      "downloads": 528,
+      "views": 5201,
+      "upvotes": 15,
+      "saves": 40,
       "comments": 0,
       "created_at": "2025-11-08",
-      "updated_at": "2026-01-29",
+      "updated_at": "2026-02-21",
       "url": "https://openwebui.com/posts/async_context_compression_b1655bc8"
     },
     {
@@ -86,47 +102,15 @@
       "version": "0.3.7",
       "author": "Fu-Jie",
       "description": "Extracts tables from chat messages and exports them to Excel (.xlsx) files with smart formatting.",
-      "downloads": 342,
-      "views": 1675,
-      "upvotes": 7,
-      "saves": 6,
+      "downloads": 470,
+      "views": 2542,
+      "upvotes": 10,
+      "saves": 8,
       "comments": 0,
       "created_at": "2025-05-30",
-      "updated_at": "2026-02-10",
+      "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d"
     },
-    {
-      "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": 341,
-      "views": 4716,
-      "upvotes": 17,
-      "saves": 30,
-      "comments": 5,
-      "created_at": "2026-01-12",
-      "updated_at": "2026-01-29",
-      "url": "https://openwebui.com/posts/markdown_normalizer_baaa8732"
-    },
-    {
-      "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": 226,
-      "views": 3387,
-      "upvotes": 13,
-      "saves": 14,
-      "comments": 2,
-      "created_at": "2025-12-30",
-      "updated_at": "2026-01-29",
-      "url": "https://openwebui.com/posts/flash_card_65a2ea8f"
-    },
     {
       "title": "AI Task Instruction Generator",
       "slug": "ai_task_instruction_generator_9bab8b37",
@@ -134,15 +118,47 @@
       "version": "",
       "author": "",
       "description": "",
-      "downloads": 202,
-      "views": 2784,
+      "downloads": 427,
+      "views": 5106,
       "upvotes": 9,
-      "saves": 6,
+      "saves": 13,
       "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": 275,
+      "views": 4038,
+      "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": "0.8.0",
+      "author": "Fu-Jie",
+      "description": "Integrate GitHub Copilot SDK. Supports dynamic models, multi-turn conversation, streaming, multimodal input, infinite sessions, and frontend debug logging.",
+      "downloads": 240,
+      "views": 3867,
+      "upvotes": 14,
+      "saves": 9,
+      "comments": 6,
+      "created_at": "2026-01-26",
+      "updated_at": "2026-02-25",
+      "url": "https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4"
+    },
     {
       "title": "Deep Dive",
       "slug": "deep_dive_c0b846e4",
@@ -150,10 +166,10 @@
       "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": 147,
-      "views": 1250,
+      "downloads": 197,
+      "views": 1589,
       "upvotes": 6,
-      "saves": 11,
+      "saves": 13,
       "comments": 0,
       "created_at": "2026-01-08",
       "updated_at": "2026-01-08",
@@ -166,31 +182,15 @@
       "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": 128,
-      "views": 2219,
-      "upvotes": 13,
+      "downloads": 148,
+      "views": 2560,
+      "upvotes": 14,
       "saves": 7,
       "comments": 4,
       "created_at": "2026-01-04",
-      "updated_at": "2026-02-07",
+      "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": "GitHub Copilot Official SDK Pipe",
-      "slug": "github_copilot_official_sdk_pipe_ce96f7b4",
-      "type": "pipe",
-      "version": "0.6.2",
-      "author": "Fu-Jie",
-      "description": "Integrate GitHub Copilot SDK. Supports dynamic models, multi-turn conversation, streaming, multimodal input, infinite sessions, and frontend debug logging.",
-      "downloads": 107,
-      "views": 2412,
-      "upvotes": 14,
-      "saves": 9,
-      "comments": 6,
-      "created_at": "2026-01-26",
-      "updated_at": "2026-02-10",
-      "url": "https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4"
-    },
     {
       "title": "📂 Folder Memory – Auto-Evolving Project Context",
       "slug": "folder_memory_auto_evolving_project_context_4a9875b2",
@@ -198,10 +198,10 @@
       "version": "0.1.0",
       "author": "Fu-Jie",
       "description": "Automatically extracts project rules from conversations and injects them into the folder's system prompt.",
-      "downloads": 61,
-      "views": 1318,
-      "upvotes": 6,
-      "saves": 8,
+      "downloads": 96,
+      "views": 1788,
+      "upvotes": 7,
+      "saves": 11,
       "comments": 0,
       "created_at": "2026-01-20",
       "updated_at": "2026-01-20",
@@ -214,15 +214,31 @@
       "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": 58,
-      "views": 1066,
+      "downloads": 63,
+      "views": 1271,
       "upvotes": 10,
       "saves": 1,
       "comments": 0,
       "created_at": "2025-12-28",
-      "updated_at": "2026-01-29",
+      "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/智能信息图_e04a48ff"
     },
+    {
+      "title": "GitHub Copilot SDK Files Filter",
+      "slug": "github_copilot_sdk_files_filter_403a62ee",
+      "type": "filter",
+      "version": "0.1.3",
+      "author": "Fu-Jie",
+      "description": "A specialized filter to bypass OpenWebUI's default RAG for GitHub Copilot SDK models. It moves uploaded files to a safe location ('copilot_files') so the Copilot Pipe can process them natively without interference.",
+      "downloads": 48,
+      "views": 2033,
+      "upvotes": 3,
+      "saves": 0,
+      "comments": 0,
+      "created_at": "2026-02-09",
+      "updated_at": "2026-02-25",
+      "url": "https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee"
+    },
     {
       "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",
@@ -230,13 +246,13 @@
       "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": 39,
-      "views": 589,
+      "downloads": 41,
+      "views": 666,
       "upvotes": 6,
       "saves": 2,
       "comments": 0,
       "created_at": "2025-12-31",
-      "updated_at": "2026-01-29",
+      "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"
     },
     {
@@ -246,13 +262,13 @@
       "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": 33,
-      "views": 669,
+      "downloads": 37,
+      "views": 765,
       "upvotes": 7,
       "saves": 5,
       "comments": 0,
       "created_at": "2025-11-08",
-      "updated_at": "2026-01-29",
+      "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/异步上下文压缩_5c0617cb"
     },
     {
@@ -262,13 +278,13 @@
       "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": 27,
-      "views": 690,
+      "downloads": 30,
+      "views": 806,
       "upvotes": 8,
       "saves": 1,
       "comments": 0,
       "created_at": "2025-12-30",
-      "updated_at": "2026-01-29",
+      "updated_at": "2026-02-13",
       "url": "https://openwebui.com/posts/闪记卡生成插件_4a31eac3"
     },
     {
@@ -278,8 +294,8 @@
       "version": "1.0.0",
       "author": "Fu-Jie",
       "description": "全方位的思维透镜 —— 从背景全景到逻辑脉络，从深度洞察到行动路径。",
-      "downloads": 24,
-      "views": 444,
+      "downloads": 25,
+      "views": 560,
       "upvotes": 5,
       "saves": 1,
       "comments": 0,
@@ -288,20 +304,36 @@
       "url": "https://openwebui.com/posts/精读_99830b0f"
     },
     {
-      "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": 16,
-      "views": 867,
-      "upvotes": 3,
+      "title": "🚀 GitHub Copilot SDK Pipe v0.8.0: Conditional Tool Filtering & Publish Reliability 🎛️",
+      "slug": "github_copilot_sdk_pipe_v080_conditional_tool_filt_a5a3322d",
+      "type": "post",
+      "version": "",
+      "author": "",
+      "description": "",
+      "downloads": 0,
+      "views": 5,
+      "upvotes": 0,
       "saves": 0,
       "comments": 0,
-      "created_at": "2026-02-09",
-      "updated_at": "2026-02-10",
-      "url": "https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee"
+      "created_at": "2026-02-25",
+      "updated_at": "2026-02-25",
+      "url": "https://openwebui.com/posts/github_copilot_sdk_pipe_v080_conditional_tool_filt_a5a3322d"
+    },
+    {
+      "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": 1826,
+      "upvotes": 7,
+      "saves": 2,
+      "comments": 1,
+      "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",
@@ -311,9 +343,9 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 296,
-      "upvotes": 5,
-      "saves": 0,
+      "views": 2215,
+      "upvotes": 7,
+      "saves": 3,
       "comments": 0,
       "created_at": "2026-02-10",
       "updated_at": "2026-02-10",
@@ -327,12 +359,12 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 1526,
+      "views": 1811,
       "upvotes": 12,
       "saves": 19,
       "comments": 8,
       "created_at": "2026-01-25",
-      "updated_at": "2026-01-29",
+      "updated_at": "2026-01-28",
       "url": "https://openwebui.com/posts/open_webui_prompt_plus_ai_powered_prompt_manager_s_15fa060e"
     },
     {
@@ -343,7 +375,7 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 161,
+      "views": 226,
       "upvotes": 2,
       "saves": 0,
       "comments": 0,
@@ -359,8 +391,8 @@
       "author": "",
       "description": "",
       "downloads": 0,
-      "views": 1421,
-      "upvotes": 14,
+      "views": 1488,
+      "upvotes": 15,
       "saves": 10,
       "comments": 2,
       "created_at": "2026-01-10",
@@ -373,11 +405,11 @@
     "name": "Fu-Jie",
     "profile_url": "https://openwebui.com/u/Fu-Jie",
     "profile_image": "https://community.s3.openwebui.com/uploads/users/b15d1348-4347-42b4-b815-e053342d6cb0/profile_d9510745-4bd4-4f8f-a997-4a21847d9300.webp",
-    "followers": 220,
-    "following": 4,
-    "total_points": 271,
-    "post_points": 229,
-    "comment_points": 42,
-    "contributions": 48
+    "followers": 287,
+    "following": 5,
+    "total_points": 295,
+    "post_points": 248,
+    "comment_points": 47,
+    "contributions": 53
   }
 }

docs/community-stats.md

@@ -8,7 +8,7 @@
 > *Blue: Downloads | Purple: Views (Real-time dynamic)*
 
 ### 📂 Content Distribution
-![Distribution](https://kroki.io/mermaid/svg/eNpNi7sNgDAQQ3umOGUDPhU1A1CwAKADWQrklFxAbA-BFLh7z7aASaGWyfQ2rthpuIQDdQjqMUWF201BT4y4oIZaqj9cYJV9Ek3uIZyw_HCc328SVR54t4n-Jp4P8PmKG5ZLJGI=)
+![Distribution](https://kroki.io/mermaid/svg/eNpNi0EOQDAQRfdOMekNCBtrB7BwAWTIT0on7ZS4PaULf_de_hMwKdQymd7GFTsNl3CgDkE9pqhwuynomREX1FBLTUYIJyw_XGCVfRL1J8b5bdOjyoV3m-iv8XyAz1fckG4kZA==)
 
 
 ## 📈 Overview
@@ -25,9 +25,9 @@
 
 ## 📂 By Type
 
-- ![post](https://img.shields.io/badge/post-3-blue)
-- ![filter](https://img.shields.io/badge/filter-4-brightgreen)
+- ![post](https://img.shields.io/badge/post-5-blue)
 - ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
+- ![filter](https://img.shields.io/badge/filter-4-brightgreen)
 - ![action](https://img.shields.io/badge/action-12-orange)
 - ![prompt](https://img.shields.io/badge/prompt-1-lightgrey)
 - ![review](https://img.shields.io/badge/review-1-yellow)
@@ -36,25 +36,27 @@
 
 | 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-0.9.2-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) | 2026-01-29 |
-| 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) | 2026-01-31 |
-| 3 | [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) | 2026-02-07 |
-| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | filter | ![v](https://img.shields.io/badge/v-1.2.2-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) | 2026-01-29 |
-| 5 | [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) | 2026-02-10 |
-| 6 | [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) | 2026-01-29 |
-| 7 | [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) | 2026-01-29 |
-| 8 | [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 |
-| 9 | [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 |
-| 10 | [导出为Word增强版](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | ![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) | 2026-02-07 |
-| 11 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | ![v](https://img.shields.io/badge/v-0.6.2-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) | 2026-02-10 |
+| 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-1.2.7-blue?style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_dl.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_vw.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_up.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_sv.json&style=flat) | 2026-02-24 |
+| 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-0.8.0-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) | 2026-02-25 |
+| 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) | 2026-01-29 |
-| 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) | 2026-01-29 |
-| 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) | 2026-01-29 |
-| 16 | [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) | 2026-01-29 |
-| 17 | [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 |
-| 18 | [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) | 2026-02-10 |
-| 19 | [🚀 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 |
-| 20 | [🚀 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) | 2026-01-29 |
-| 21 | [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 |
-| 22 | [ 🛠️ 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 |
+| 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 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.3-blue?style=flat) | ![post_68081377a06a5746efe798136a72c6b6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_dl.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_vw.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_up.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_sv.json&style=flat) | 2026-02-25 |
+| 15 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | ![v](https://img.shields.io/badge/v-0.9.2-blue?style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_dl.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_vw.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_up.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_sv.json&style=flat) | 2026-02-13 |
+| 16 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | ![v](https://img.shields.io/badge/v-1.2.2-blue?style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_dl.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_vw.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_up.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_sv.json&style=flat) | 2026-02-13 |
+| 17 | [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 v0.8.0: Conditional Tool Filtering & Publish Reliability 🎛️](https://openwebui.com/posts/github_copilot_sdk_pipe_v080_conditional_tool_filt_a5a3322d) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_dl.json&style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_vw.json&style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_up.json&style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_sv.json&style=flat) | 2026-02-25 |
+| 20 | [🚀 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 |
+| 21 | [🚀 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 |
+| 22 | [🚀 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 |
+| 23 | [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 |
+| 24 | [ 🛠️ 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

@@ -8,7 +8,7 @@
 > *蓝色: 总下载量 | 紫色: 总浏览量 (实时动态生成)*
 
 ### 📂 内容分类占比 (Distribution)
-![Distribution](https://kroki.io/mermaid/svg/eNpNi7sNgDAQQ3umOGUDPhU1A1CwAKADWQrklFxAbA-BFLh7z7aASaGWyfQ2rthpuIQDdQjqMUWF201BT4y4oIZaqj9cYJV9Ek3uIZyw_HCc328SVR54t4n-Jp4P8PmKG5ZLJGI=)
+![Distribution](https://kroki.io/mermaid/svg/eNpNi0EOQDAQRfdOMekNCBtrB7BwAWTIT0on7ZS4PaULf_de_hMwKdQymd7GFTsNl3CgDkE9pqhwuynomREX1FBLTUYIJyw_XGCVfRL1J8b5bdOjyoV3m-iv8XyAz1fckG4kZA==)
 
 
 ## 📈 总览
@@ -25,9 +25,9 @@
 
 ## 📂 按类型分类
 
-- ![post](https://img.shields.io/badge/post-3-blue)
-- ![filter](https://img.shields.io/badge/filter-4-brightgreen)
+- ![post](https://img.shields.io/badge/post-5-blue)
 - ![pipe](https://img.shields.io/badge/pipe-1-blueviolet)
+- ![filter](https://img.shields.io/badge/filter-4-brightgreen)
 - ![action](https://img.shields.io/badge/action-12-orange)
 - ![prompt](https://img.shields.io/badge/prompt-1-lightgrey)
 - ![review](https://img.shields.io/badge/review-1-yellow)
@@ -36,25 +36,27 @@
 
 | 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-0.9.2-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) | 2026-01-29 |
-| 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) | 2026-01-31 |
-| 3 | [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) | 2026-02-07 |
-| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | filter | ![v](https://img.shields.io/badge/v-1.2.2-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) | 2026-01-29 |
-| 5 | [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) | 2026-02-10 |
-| 6 | [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) | 2026-01-29 |
-| 7 | [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) | 2026-01-29 |
-| 8 | [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 |
-| 9 | [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 |
-| 10 | [导出为Word增强版](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | ![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) | 2026-02-07 |
-| 11 | [GitHub Copilot Official SDK Pipe](https://openwebui.com/posts/github_copilot_official_sdk_pipe_ce96f7b4) | pipe | ![v](https://img.shields.io/badge/v-0.6.2-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) | 2026-02-10 |
+| 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-1.2.7-blue?style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_dl.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_vw.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_up.json&style=flat) | ![post_a963da7c5d914310e7026b8c8a6635b0_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_a963da7c5d914310e7026b8c8a6635b0_sv.json&style=flat) | 2026-02-24 |
+| 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-0.8.0-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) | 2026-02-25 |
+| 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) | 2026-01-29 |
-| 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) | 2026-01-29 |
-| 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) | 2026-01-29 |
-| 16 | [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) | 2026-01-29 |
-| 17 | [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 |
-| 18 | [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) | 2026-02-10 |
-| 19 | [🚀 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 |
-| 20 | [🚀 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) | 2026-01-29 |
-| 21 | [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 |
-| 22 | [ 🛠️ 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 |
+| 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 | [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/github_copilot_sdk_files_filter_403a62ee) | filter | ![v](https://img.shields.io/badge/v-0.1.3-blue?style=flat) | ![post_68081377a06a5746efe798136a72c6b6_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_dl.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_vw.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_up.json&style=flat) | ![post_68081377a06a5746efe798136a72c6b6_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_68081377a06a5746efe798136a72c6b6_sv.json&style=flat) | 2026-02-25 |
+| 15 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | ![v](https://img.shields.io/badge/v-0.9.2-blue?style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_dl.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_vw.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_up.json&style=flat) | ![post_c5bfbfd0d29694a04c597e26202b824f_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_c5bfbfd0d29694a04c597e26202b824f_sv.json&style=flat) | 2026-02-13 |
+| 16 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | ![v](https://img.shields.io/badge/v-1.2.2-blue?style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_dl.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_vw.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_up.json&style=flat) | ![post_fa447e583483020bc1bf35e74302c75c_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_fa447e583483020bc1bf35e74302c75c_sv.json&style=flat) | 2026-02-13 |
+| 17 | [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 v0.8.0: Conditional Tool Filtering & Publish Reliability 🎛️](https://openwebui.com/posts/github_copilot_sdk_pipe_v080_conditional_tool_filt_a5a3322d) | post | ![v](https://img.shields.io/badge/v-N/A-gray?style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_dl](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_dl.json&style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_vw](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_vw.json&style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_up](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_up.json&style=flat) | ![post_7fdac7ddf86cc4cc7769319f237deff8_sv](https://img.shields.io/endpoint?url=https%3A%2F%2Fgist.githubusercontent.com%2FFu-Jie%2Fdb3d95687075a880af6f1fba76d679c6%2Fraw%2Fbadge_post_7fdac7ddf86cc4cc7769319f237deff8_sv.json&style=flat) | 2026-02-25 |
+| 20 | [🚀 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 |
+| 21 | [🚀 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 |
+| 22 | [🚀 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 |
+| 23 | [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 |
+| 24 | [ 🛠️ 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/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/index.md

@@ -24,6 +24,14 @@ Learn how to develop plugins and contribute to OpenWebUI Extensions.
 
     [: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)
+- [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

@@ -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)
+- [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/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
@@ -235,13 +289,13 @@ llm_response = await generate_chat_completion(
 )
 ```
 
-### 4.4 JS Render to Markdown (Data URL Embedding)
+### 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                               │
@@ -259,116 +313,28 @@ For scenarios requiring complex frontend rendering (e.g., AntV charts, Mermaid d
 └──────────────────────────────────────────────────────────────┘
 ```
 
-#### Python Side (Send JS for Execution)
+### 5.5 Agent File Delivery Standards (3-Step Delivery Protocol)
 
-```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__)
-    
-    # Generate JS code
-    js_code = self._generate_js_code(
-        chat_id=chat_id,
-        message_id=message_id,
-        data=processed_data,
-    )
-    
-    # Execute JS
-    if __event_call__:
-        await __event_call__({
-            "type": "execute",
-            "data": {"code": js_code}
-        })
-```
-
-#### JavaScript Side (Render and Write-back)
-
-```javascript
-(async function() {
-    // 1. Load visualization library
-    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. Create offscreen container
-    const container = document.createElement('div');
-    container.style.cssText = 'position:absolute;left:-9999px;';
-    document.body.appendChild(container);
-    
-    // 3. Render visualization
-    const instance = new VisualizationLib({ container });
-    instance.render(data);
-    
-    // 4. Export to Data URL
-    const dataUrl = await instance.toDataURL({ type: 'svg', embedResources: true });
-    
-    // 5. Cleanup
-    instance.destroy();
-    document.body.removeChild(container);
-    
-    // 6. Generate Markdown image
-    const markdownImage = `![Chart](${dataUrl})`;
-    
-    // 7. Update message via API
-    const token = localStorage.getItem("token");
-    await fetch(`/api/v1/chats/${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 }
-        })
-    });
-})();
-```
-
-#### Benefits
-
-- **Pure Markdown Output**: Standard Markdown image syntax, no HTML code blocks
-- **Self-Contained**: Images embedded as Base64 Data URL, no external dependencies
-- **Persistent**: Via API write-back, images remain after page reload
-- **Cross-Platform**: Works on any client supporting Markdown images
-
-#### HTML Injection vs JS Render to Markdown
-
-| Feature | HTML Injection | JS Render + Markdown |
-|---------|----------------|----------------------|
-| Output Format | HTML code block | Markdown image |
-| Interactivity | ✅ Buttons, animations | ❌ Static image |
-| External Deps | Requires JS libraries | None (self-contained) |
-| Persistence | Depends on browser | ✅ Permanent |
-| File Export | Needs special handling | ✅ Direct export |
-| Use Case | Interactive content | Infographics, chart snapshots |
-
-#### Reference Implementations
-
-- `plugins/actions/infographic/infographic.py` - Production-ready implementation using AntV + Data URL
+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__`.
@@ -384,9 +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.

docs/development/plugin-guide.zh.md

@@ -4,15 +4,16 @@
 
 ## 📚 目录
 
-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.  [故障排查](#6-troubleshooting)
+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)
 
 ---
 
@@ -21,9 +22,10 @@
 ### 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)
 
@@ -69,9 +71,10 @@ class Action:
 ### 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:
@@ -113,7 +116,7 @@ class Filter:
 
 **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
@@ -138,11 +141,11 @@ async def action(self, body, __event_call__):
 
 **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__):
@@ -159,7 +162,7 @@ async def inlet(self, body, __metadata__):
 
 **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
@@ -180,11 +183,14 @@ class Pipe:
 ## 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
@@ -205,7 +211,7 @@ async def background_job(self, chat_id):
 
 #### 工作流程
 
-```
+```text
 ┌──────────────────────────────────────────────────────────────┐
 │  1. Python Action                                             │
 │     ├── 分析消息内容                                           │
@@ -297,10 +303,10 @@ async def action(self, body, __event_call__, __metadata__, ...):
 
 #### 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
+* **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
 
@@ -315,20 +321,23 @@ async def action(self, body, __event_call__, __metadata__, ...):
 
 #### 参考实现
 
-- `plugins/actions/infographic/infographic.py` - 基于 AntV + Data URL 的生产级实现
+* `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
@@ -343,8 +352,76 @@ except Exception as e:
 
 ---
 
-## 6. 故障排查 {: #6-troubleshooting }
+## 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/plugins/actions/smart-mind-map.md

@@ -5,6 +5,8 @@
 
 Intelligently analyzes text content and generates interactive mind maps for better visualization and understanding.
 
+> 🏆 **Featured by OpenWebUI Official** — Recommended in the official OpenWebUI Community Newsletter: [February 3, 2026](https://openwebui.com/blog/open-webui-community-newsletter-february-3rd-2026)
+
 ---
 
 ## Overview

docs/plugins/actions/smart-mind-map.zh.md

@@ -5,6 +5,8 @@
 
 智能分析文本内容，生成交互式思维导图，帮助你更直观地理解信息结构。
 
+> 🏆 **OpenWebUI 官方推荐** — 获得 OpenWebUI 社区 Newsletter 官方推荐：[2026 年 2 月 3 日](https://openwebui.com/blog/open-webui-community-newsletter-february-3rd-2026)
+
 ---
 
 ## 概览

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

@@ -31,7 +31,7 @@
 - ✅ **智能模型匹配**: 自定义模型自动继承基础模型的阈值配置。
 - ⚠ **多模态支持**: 图片内容会被保留，但其 Token **不参与计算**。请相应调整阈值。
 
-详细的工作原理和流程请参考 [工作流程指南](WORKFLOW_GUIDE_CN.md)。
+详细的工作原理和流程请参考 [工作流程指南](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/filters/async-context-compression/WORKFLOW_GUIDE_CN.md)。
 
 ---
 

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

@@ -1,9 +1,14 @@
-# GitHub Copilot SDK Files Filter (v0.1.2)
+# GitHub Copilot SDK Files Filter (v0.1.3)
 
 This is a dedicated **companion filter plugin** designed specifically for the [GitHub Copilot SDK Pipe](../pipes/github-copilot-sdk.md).
 
 Its core mission is to **protect user-uploaded files from being "pre-processed" by the OpenWebUI core system, ensuring that the Copilot Agent receives the raw files for autonomous analysis.**
 
+## ✨ v0.1.3 Updates (What's New)
+
+- **🔍 BYOK Model ID Matching Fixed**: Now correctly identifies models in `github_copilot_official_sdk_pipe.xxx` format via prefix matching, in addition to keyword fallback for backward compatibility. (v0.1.3)
+- **🐛 Dual-channel Debug Log**: Added `show_debug_log` valve. When enabled, logs are written to both server-side logger and browser console (`console.group`). (v0.1.3)
+
 ## 🎯 Why is this needed?
 
 In OpenWebUI's default workflow, when you upload a file (e.g., PDF, Excel, Python script), OpenWebUI automatically initiates a **RAG (Retrieval-Augmented Generation)** process: parsing the file, vectorizing it, extracting text, and injecting it into the prompt.
@@ -48,6 +53,6 @@ Default settings work for most users unless you have specific needs:
 
 ## ⚠️ Important Notes
 
-* **Must be used with Copilot SDK Pipe**: If you install this plugin without the main Pipe plugin, uploaded files will simply "disappear" (as no subsequent plugin will look for them in `copilot_files`).
-* **Gemini Filter Compatibility**: This plugin is fully compatible with the Gemini Multimodal Filter. As long as the priority is set correctly (This Plugin < Gemini Plugin), they can coexist without interference.
-* **Physical File Path**: Ensure the `OPENWEBUI_UPLOAD_PATH` is correctly set in the Pipe plugin Valves for the actual file transport to work.
+- **Must be used with Copilot SDK Pipe**: If you install this plugin without the main Pipe plugin, uploaded files will simply "disappear" (as no subsequent plugin will look for them in `copilot_files`).
+- **Gemini Filter Compatibility**: This plugin is fully compatible with the Gemini Multimodal Filter. As long as the priority is set correctly (This Plugin < Gemini Plugin), they can coexist without interference.
+- **Physical File Path**: Ensure the `OPENWEBUI_UPLOAD_PATH` is correctly set in the Pipe plugin Valves for the actual file transport to work.

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

@@ -1,9 +1,14 @@
-# GitHub Copilot SDK 文件过滤器 (v0.1.2)
+# GitHub Copilot SDK 文件过滤器 (v0.1.3)
 
 这是一个专门为 [GitHub Copilot SDK Pipe](../pipes/github-copilot-sdk.zh.md) 设计的**伴侣过滤器插件**。
 
 它的核心使命是：**保护用户上传的文件不被 OpenWebUI 核心系统“抢先处理”，确保 Copilot Agent 能够接收到原始文件并进行自主分析。**
 
+## ✨ 0.1.3 更新内容 (What's New)
+
+- **🔍 BYOK 模型 ID 匹配修复**: 新增前缀匹配（`github_copilot_official_sdk_pipe.xxx` 格式），修复 BYOK 模型无法被正确识别的问题，关键词兜底保持向后兼容。(v0.1.3)
+- **🐛 双通道调试日志**: 新增 `show_debug_log` 配置项，启用后同时向后端日志和浏览器控制台（`console.group`）输出调试信息。(v0.1.3)
+
 ## 🎯 为什么需要它？
 
 在 OpenWebUI 的默认流程中，当你上传一个文件（如 PDF、Excel、Python 脚本）时，OpenWebUI 会自动启动 **RAG（检索增强生成）** 流程：解析文件、向量化、提取文本并注入到提示词中。
@@ -48,6 +53,6 @@
 
 ## ⚠️ 注意事项
 
-* **必须配合 Copilot SDK Pipe 使用**：如果你没有安装主 Pipe 插件，本插件将导致上传的文件“凭空消失”（因为没有后续插件去 `copilot_files` 里找它们）。
-* **Gemini Filter 兼容性**：本插件已完美兼容 Gemini 多模态过滤器。只要优先级设置正确（本插件 < Gemini 插件），它们可以共存互不干扰。
-* **物理文件路径**: 确保在 Pipe 插件的 Valves 中正确设置了 `OPENWEBUI_UPLOAD_PATH`，以便文件自动搬运功能正常工作。
+- **必须配合 Copilot SDK Pipe 使用**：如果你没有安装主 Pipe 插件，本插件将导致上传的文件“凭空消失”（因为没有后续插件去 `copilot_files` 里找它们）。
+- **Gemini Filter 兼容性**：本插件已完美兼容 Gemini 多模态过滤器。只要优先级设置正确（本插件 < Gemini 插件），它们可以共存互不干扰。
+- **物理文件路径**: 确保在 Pipe 插件的 Valves 中正确设置了 `OPENWEBUI_UPLOAD_PATH`，以便文件自动搬运功能正常工作。

docs/plugins/filters/index.md

@@ -52,7 +52,7 @@ Filters act as middleware in the message pipeline:
 
     Fixes common Markdown formatting issues in LLM outputs, including Mermaid syntax, code blocks, and LaTeX formulas.
 
-    **Version:** 1.2.4
+    **Version:** 1.2.7
 
     [:octicons-arrow-right-24: Documentation](markdown_normalizer.md)
 
@@ -82,7 +82,7 @@ Filters act as middleware in the message pipeline:
 
     A specialized filter to bypass OpenWebUI's default RAG for GitHub Copilot SDK models. It ensures the Agent receives raw files for autonomous analysis.
 
-    **Version:** 0.1.2
+    **Version:** 0.1.3
 
     [:octicons-arrow-right-24: Documentation](github-copilot-sdk-files-filter.md)
 

docs/plugins/filters/index.zh.md

@@ -52,7 +52,7 @@ Filter 充当消息管线中的中间件：
 
     修复 LLM 输出中常见的 Markdown 格式问题，包括 Mermaid 语法、代码块和 LaTeX 公式。
 
-    **版本：** 1.2.4
+    **版本：** 1.2.7
 
     [:octicons-arrow-right-24: 查看文档](markdown_normalizer.zh.md)
 
@@ -62,7 +62,7 @@ Filter 充当消息管线中的中间件：
 
     专门用于绕过 OpenWebUI 默认 RAG 机制的过滤器，针对 GitHub Copilot SDK 模型。确保 Agent 能够接收到原始文件进行自主分析。
 
-    **版本：** 0.1.2
+    **版本：** 0.1.3
 
     [:octicons-arrow-right-24: 查看文档](github-copilot-sdk-files-filter.zh.md)
 

docs/plugins/filters/markdown_normalizer.md

@@ -1,8 +1,26 @@
 # Markdown Normalizer Filter
 
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 1.2.7 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
+
 A content normalizer filter for Open WebUI that fixes common Markdown formatting issues in LLM outputs. It ensures that code blocks, LaTeX formulas, Mermaid diagrams, and other Markdown elements are rendered correctly.
 
-## Features
+> 🏆 **Featured by OpenWebUI Official** — Recommended in the official OpenWebUI Community Newsletter: [January 28, 2026](https://openwebui.com/blog/newsletter-january-28-2026)
+
+## 🔥 What's New in v1.2.7
+
+* **LaTeX Formula Protection**: Enhanced escape character cleaning to protect LaTeX commands like `\times`, `\nu`, and `\theta` from being corrupted.
+* **Expanded i18n Support**: Now supports 12 languages with automatic detection and fallback.
+* **Valves Optimization**: Optimized configuration descriptions to be English-only for better consistency.
+* **Bug Fixes**: 
+    * Resolved [Issue #49](https://github.com/Fu-Jie/openwebui-extensions/issues/49): Fixed a bug where consecutive bold parts on the same line caused spaces between them to be removed.
+    * Fixed a `NameError` in the plugin code that caused test collection failures.
+
+## 🌐 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
 
 * **Details Tag Normalization**: Ensures proper spacing for `<details>` tags (used for thought chains). Adds a blank line after `</details>` and ensures a newline after self-closing `<details />` tags to prevent rendering issues.
 * **Emphasis Spacing Fix**: Fixes extra spaces inside emphasis markers (e.g., `** text **` -> `**text**`) which can cause rendering failures. Includes safeguards to protect math expressions (e.g., `2 * 3 * 4`) and list variables.
@@ -17,7 +35,7 @@ A content normalizer filter for Open WebUI that fixes common Markdown formatting
 * **Table Fix**: Adds missing closing pipes in tables.
 * **XML Cleanup**: Removes leftover XML artifacts.
 
-## Usage
+## How to Use 🛠️
 
 1. Install the plugin in Open WebUI.
 2. Enable the filter globally or for specific models.
@@ -26,73 +44,38 @@ A content normalizer filter for Open WebUI that fixes common Markdown formatting
     > [!WARNING]
     > As this is an initial version, some "negative fixes" might occur (e.g., breaking valid Markdown). If you encounter issues, please check the console logs, copy the "Original" vs "Normalized" content, and submit an issue.
 
-## Configuration (Valves)
+## Configuration (Valves) ⚙️
 
-* `priority`: Filter priority (default: 50).
-* `enable_escape_fix`: Fix excessive escape characters.
-* `enable_thought_tag_fix`: Normalize thought tags.
-* `enable_details_tag_fix`: Normalize details tags (default: True).
-* `enable_code_block_fix`: Fix code block formatting.
-* `enable_latex_fix`: Normalize LaTeX formulas.
-* `enable_list_fix`: Fix list item newlines (Experimental).
-* `enable_unclosed_block_fix`: Auto-close unclosed code blocks.
-* `enable_fullwidth_symbol_fix`: Fix full-width symbols in code blocks.
-* `enable_mermaid_fix`: Fix Mermaid syntax errors.
-* `enable_heading_fix`: Fix missing space in headings.
-* `enable_table_fix`: Fix missing closing pipe in tables.
-* `enable_xml_tag_cleanup`: Cleanup leftover XML tags.
-* `enable_emphasis_spacing_fix`: Fix extra spaces in emphasis (default: True).
-* `show_status`: Show status notification when fixes are applied.
-* `show_debug_log`: Print debug logs to browser console.
+| Parameter | Default | Description |
+| :--- | :--- | :--- |
+| `priority` | `50` | Filter priority. Higher runs later (recommended after other filters). |
+| `enable_escape_fix` | `True` | Fix excessive escape characters (`\n`, `\t`, etc.). |
+| `enable_escape_fix_in_code_blocks` | `False` | Apply escape fix inside code blocks (may affect valid code). |
+| `enable_thought_tag_fix` | `True` | Normalize thought tags (`</thought>`). |
+| `enable_details_tag_fix` | `True` | Normalize `<details>` tags and add safe spacing. |
+| `enable_code_block_fix` | `True` | Fix code block formatting (indentation/newlines). |
+| `enable_latex_fix` | `True` | Normalize LaTeX delimiters (`\[` -> `$$`, `\(` -> `$`). |
+| `enable_list_fix` | `False` | Fix list item newlines (experimental). |
+| `enable_unclosed_block_fix` | `True` | Auto-close unclosed code blocks. |
+| `enable_fullwidth_symbol_fix` | `False` | Fix full-width symbols in code blocks. |
+| `enable_mermaid_fix` | `True` | Fix common Mermaid syntax errors. |
+| `enable_heading_fix` | `True` | Fix missing space in headings. |
+| `enable_table_fix` | `True` | Fix missing closing pipe in tables. |
+| `enable_xml_tag_cleanup` | `True` | Cleanup leftover XML tags. |
+| `enable_emphasis_spacing_fix` | `False` | Fix extra spaces in emphasis. |
+| `show_status` | `True` | Show status notification when fixes are applied. |
+| `show_debug_log` | `True` | Print debug logs to browser console (F12). |
 
-## Troubleshooting ❓
+## ⭐ 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.
+
+## 🧩 Others
+
+### Troubleshooting ❓
 
 * **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
+### Changelog
 
-### v1.2.4
-
-* **Documentation Updates**: Synchronized version numbers across all documentation and code files.
-
-### v1.2.3
-
-* **List Marker Protection Enhancement**: Fixed a bug where list markers (`*`) followed by plain text and emphasis were having their spaces incorrectly stripped (e.g., `*   U16 forward` became `*U16 forward`).
-* **Placeholder Support**: Confirmed that 4 or more underscores (e.g., `____`) are correctly treated as placeholders and not modified by the emphasis fix.
-
-### v1.2.2
-
-* **Code Block Indentation Fix**: Fixed an issue where code blocks nested inside lists were having their indentation incorrectly stripped. Now preserves proper indentation for nested code blocks.
-* **Underscore Emphasis Support**: Extended emphasis spacing fix to support `__` (double underscore for bold) and `___` (triple underscore for bold+italic) syntax.
-* **List Marker Protection**: Fixed a bug where list markers (`*`) followed by emphasis markers (`**`) were incorrectly merged (e.g., `*   **Yes**` became `***Yes**`). Added safeguard to prevent this.
-* **Test Suite**: Added comprehensive pytest test suite with 56 test cases covering all major features.
-
-### v1.2.1
-
-* **Emphasis Spacing Fix**: Added a new fix for extra spaces inside emphasis markers (e.g., `** text **` -> `**text**`).
-  * Uses a recursive approach to handle nested emphasis (e.g., `**bold _italic _**`).
-  * Includes safeguards to prevent modifying math expressions (e.g., `2 * 3 * 4`) or list variables.
-  * Controlled by the `enable_emphasis_spacing_fix` valve (default: True).
-
-### v1.2.0
-
-* **Details Tag Support**: Added normalization for `<details>` tags.
-  * Ensures a blank line is added after `</details>` closing tags to separate thought content from the main response.
-  * Ensures a newline is added after self-closing `<details ... />` tags to prevent them from interfering with subsequent Markdown headings (e.g., fixing `<details/>#Heading`).
-  * Includes safeguard to prevent modification of `<details>` tags inside code blocks.
-
-### v1.1.2
-
-* **Mermaid Edge Label Protection**: Implemented comprehensive protection for edge labels (text on connecting lines) to prevent them from being incorrectly modified. Now supports all Mermaid link types including solid (`--`), dotted (`-.`), and thick (`==`) lines with or without arrows.
-* **Bug Fixes**: Fixed an issue where lines without arrows (e.g., `A -- text --- B`) were not correctly protected.
-
-### v1.1.0
-
-* **Mermaid Fix Refinement**: Improved regex to handle nested parentheses in node labels (e.g., `ID("Label (text)")`) and avoided matching connection labels.
-* **HTML Safeguard Optimization**: Refined `_contains_html` to allow common tags like `<br/>`, `<b>`, `<i>`, etc., ensuring Mermaid diagrams with these tags are still normalized.
-* **Full-width Symbol Cleanup**: Fixed duplicate keys and incorrect quote mapping in `FULLWIDTH_MAP`.
-* **Bug Fixes**: Fixed missing `Dict` import in Python files.
-
-## License
-
-MIT
+See the full history on GitHub: [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions)

docs/plugins/filters/markdown_normalizer.zh.md

@@ -1,8 +1,26 @@
 # Markdown 格式化过滤器 (Markdown Normalizer)
 
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 1.2.7 | **项目:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **许可证:** MIT
+
 这是一个用于 Open WebUI 的内容格式化过滤器，旨在修复 LLM 输出中常见的 Markdown 格式问题。它能确保代码块、LaTeX 公式、Mermaid 图表和其他 Markdown 元素被正确渲染。
 
-## 功能特性
+> 🏆 **OpenWebUI 官方推荐** — 获得 OpenWebUI 社区 Newsletter 官方推荐：[2026 年 1 月 28 日](https://openwebui.com/blog/newsletter-january-28-2026)
+
+## 🔥 最新更新 v1.2.7
+
+* **LaTeX 公式保护**: 增强了转义字符清理逻辑，自动保护 `$ $` 或 `$$ $$` 内的 LaTeX 命令（如 `\times`、`\nu`、`\theta`），防止渲染失效。
+* **扩展国际化 (i18n) 支持**: 现已支持 12 种语言，具备自动探测与回退机制。
+* **配置项优化**: 将 Valves 配置项的描述统一为英文，保持界面一致性。
+* **修复 Bug**: 
+    * 修复了 [Issue #49](https://github.com/Fu-Jie/openwebui-extensions/issues/49)：解决了当同一行存在多个加粗部分时，由于正则匹配过于贪婪导致中间内容丢失空格的问题。
+    * 修复了插件代码中的 `NameError` 错误，确保测试脚本能正常运行。
+
+## 🌐 多语言支持 (i18n)
+
+支持以下语言的界面与状态自动切换：
+`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`
+
+## ✨ 核心特性
 
 * **Details 标签规范化**: 确保 `<details>` 标签（常用于思维链）有正确的间距。在 `</details>` 后添加空行，并在自闭合 `<details />` 标签后添加换行，防止渲染问题。
 * **强调空格修复**: 修复强调标记内部的多余空格（例如 `** 文本 **` -> `**文本**`），这会导致 Markdown 渲染失败。包含保护机制，防止误修改数学表达式（如 `2 * 3 * 4`）或列表变量。
@@ -24,75 +42,40 @@
 3. 在 **Valves** 设置中配置需要启用的修复项。
 4. (可选) **显示调试日志 (Show Debug Log)** 在 Valves 中默认开启。这会将结构化的日志打印到浏览器控制台 (F12)。
     > [!WARNING]
-    > 由于这是初版，可能会出现“负向修复”的情况（例如破坏了原本正确的格式）。如果您遇到问题，请务必查看控制台日志，复制“原始 (Original)”与“规范化 (Normalized)”的内容对比，并提交 Issue 反馈。
+    > 由于这是初版，可能会出现“负向修复”的情况（例如破坏了原本正确的格式）。如果您遇到问题，请务目查看控制台日志，复制“原始 (Original)”与“规范化 (Normalized)”的内容对比，并提交 Issue 反馈。
 
-## 配置项 (Valves)
+## 配置参数 (Valves) ⚙️
 
-* `priority`: 过滤器优先级 (默认: 50)。
-* `enable_escape_fix`: 修复过度的转义字符。
-* `enable_thought_tag_fix`: 规范化思维标签。
-* `enable_details_tag_fix`: 规范化 Details 标签 (默认: True)。
-* `enable_code_block_fix`: 修复代码块格式。
-* `enable_latex_fix`: 规范化 LaTeX 公式。
-* `enable_list_fix`: 修复列表项换行 (实验性)。
-* `enable_unclosed_block_fix`: 自动闭合未闭合的代码块。
-* `enable_fullwidth_symbol_fix`: 修复代码块中的全角符号。
-* `enable_mermaid_fix`: 修复 Mermaid 语法错误。
-* `enable_heading_fix`: 修复标题中缺失的空格。
-* `enable_table_fix`: 修复表格中缺失的闭合管道符。
-* `enable_xml_tag_cleanup`: 清理残留的 XML 标签。
-* `enable_emphasis_spacing_fix`: 修复强调语法中的多余空格 (默认: True)。
-* `show_status`: 应用修复时显示状态通知。
-* `show_debug_log`: 在浏览器控制台打印调试日志。
+| 参数 | 默认值 | 描述 |
+| :--- | :--- | :--- |
+| `priority` | `50` | 过滤器优先级。数值越大越靠后（建议在其他过滤器之后运行）。 |
+| `enable_escape_fix` | `True` | 修复过度的转义字符（`\n`, `\t` 等）。 |
+| `enable_escape_fix_in_code_blocks` | `False` | 在代码块内应用转义修复（可能影响有效代码）。 |
+| `enable_thought_tag_fix` | `True` | 规范化思维标签（`</thought>`）。 |
+| `enable_details_tag_fix` | `True` | 规范化 `<details>` 标签并添加安全间距。 |
+| `enable_code_block_fix` | `True` | 修复代码块格式（缩进/换行）。 |
+| `enable_latex_fix` | `True` | 规范化 LaTeX 定界符（`\[` -> `$$`, `\(` -> `$`）。 |
+| `enable_list_fix` | `False` | 修复列表项换行（实验性）。 |
+| `enable_unclosed_block_fix` | `True` | 自动闭合未闭合的代码块。 |
+| `enable_fullwidth_symbol_fix` | `False` | 修复代码块中的全角符号。 |
+| `enable_mermaid_fix` | `True` | 修复常见 Mermaid 语法错误。 |
+| `enable_heading_fix` | `True` | 修复标题中缺失的空格。 |
+| `enable_table_fix` | `True` | 修复表格中缺失的闭合管道符。 |
+| `enable_xml_tag_cleanup` | `True` | 清理残留的 XML 标签。 |
+| `enable_emphasis_spacing_fix` | `False` | 修复强调语法中的多余空格。 |
+| `show_status` | `True` | 应用修复时显示状态通知。 |
+| `show_debug_log` | `True` | 在浏览器控制台打印调试日志。 |
 
-## 故障排除 (Troubleshooting) ❓
+## ⭐ 支持
+
+如果这个插件对你有帮助，欢迎到 [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) 点个 Star，这将是我持续改进的动力，感谢支持。
+
+## 其他
+
+### 故障排除 (Troubleshooting) ❓
 
 * **提交 Issue**: 如果遇到任何问题，请在 GitHub 上提交 Issue：[OpenWebUI Extensions Issues](https://github.com/Fu-Jie/openwebui-extensions/issues)
 
-## 更新日志
+### 更新日志
 
-### v1.2.4
-
-* **文档更新**: 同步了所有文档和代码文件的版本号。
-
-### v1.2.3
-
-* **列表标记保护增强**: 修复了列表标记 (`*`) 后跟普通文本和强调标记时，空格被错误剥离的问题（例如 `*   U16 前锋` 变成 `*U16 前锋`）。
-* **占位符支持**: 确认 4 个或更多下划线（如 `____`）会被正确视为占位符，不会被强调修复逻辑修改。
-
-### v1.2.2
-
-* **代码块缩进修复**: 修复了列表中嵌套代码块的缩进被错误剥离的问题。现在会正确保留嵌套代码块的缩进。
-* **下划线强调语法支持**: 扩展强调空格修复以支持 `__` (双下划线加粗) 和 `___` (三下划线加粗斜体) 语法。
-* **列表标记保护**: 修复了列表标记 (`*`) 后跟强调标记 (`**`) 被错误合并的 Bug（例如 `*   **是**` 变成 `***是**`）。添加了保护逻辑防止此问题。
-* **测试套件**: 新增完整的 pytest 测试套件，包含 56 个测试用例，覆盖所有主要功能。
-
-### v1.2.1
-
-* **强调空格修复**: 新增了对强调标记内部多余空格的修复（例如 `** 文本 **` -> `**文本**`）。
-  * 采用递归方法处理嵌套强调（例如 `**加粗 _斜体 _**`）。
-  * 包含保护机制，防止误修改数学表达式（如 `2 * 3 * 4`）或列表变量。
-  * 通过 `enable_emphasis_spacing_fix` 开关控制（默认：开启）。
-
-### v1.2.0
-
-* **Details 标签支持**: 新增了对 `<details>` 标签的规范化支持。
-  * 确保在 `</details>` 闭合标签后添加空行，将思维内容与正文分隔开。
-  * 确保在自闭合 `<details ... />` 标签后添加换行，防止其干扰后续的 Markdown 标题（例如修复 `<details/>#标题`）。
-  * 包含保护机制，防止修改代码块内部的 `<details>` 标签。
-
-### v1.1.2
-
-* **Mermaid 连线标签保护**: 实现了全面的连线标签保护机制，防止连接线上的文字被误修改。现在支持所有 Mermaid 连线类型，包括实线 (`--`)、虚线 (`-.`) 和粗线 (`==`)，无论是否带有箭头。
-* **Bug 修复**: 修复了无箭头连线（如 `A -- text --- B`）未被正确保护的问题。
-
-### v1.1.0
-
-* **Mermaid 修复优化**: 改进了正则表达式以处理节点标签中的嵌套括号（如 `ID("标签 (文本)")`），并避免误匹配连接线上的文字。
-* **HTML 保护机制优化**: 优化了 `_contains_html` 检测，允许 `<br/>`, `<b>`, `<i>` 等常见标签，确保包含这些标签的 Mermaid 图表能被正常规范化。
-* **全角符号清理**: 修复了 `FULLWIDTH_MAP` 中的重复键名和错误的引号映射。
-* **Bug 修复**: 修复了 Python 文件中缺失的 `Dict` 类型导入。
-
-## 许可证
-
-MIT
+完整历史请查看 GitHub 项目： [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions)

docs/plugins/pipes/github-copilot-sdk-publish-file-tool.md

@@ -0,0 +1,29 @@
+# GitHub Copilot SDK Pipe - `publish_file_from_workspace` Tool Guide
+
+## Summary
+
+`publish_file_from_workspace` is the file delivery tool used by the GitHub Copilot SDK Pipe to publish workspace-generated files into OpenWebUI storage and return stable preview/download links.
+
+## Input
+
+- `filename` (required): Relative file path under current workspace.
+
+## Delivery Modes
+
+- `artifacts` (default): Return `[Preview]` + `[Download]`, with optional `html_embed` rendering in HTML block.
+- `richui`: Return `[Preview]` + `[Download]`; integrated preview is rendered by Rich UI emitter.
+
+## PDF Rule
+
+For PDF outputs, always return markdown links only (`[Preview]`, `[Download]` when available). Do not embed PDF using iframe or HTML.
+
+## Recommended Steps
+
+1. Generate file in workspace.
+2. Publish via `publish_file_from_workspace(filename=...)`.
+3. Return links according to embed mode.
+4. Apply PDF link-only rule for `.pdf` files.
+
+## Reference
+
+- Plugin local guide: `plugins/pipes/github-copilot-sdk/PUBLISH_FILE_FROM_WORKSPACE.md`

docs/plugins/pipes/github-copilot-sdk-publish-file-tool.zh.md

@@ -0,0 +1,29 @@
+# GitHub Copilot SDK Pipe - `publish_file_from_workspace` 工具指南
+
+## 简介
+
+`publish_file_from_workspace` 是 GitHub Copilot SDK Pipe 的文件交付工具，用于将工作区生成文件发布到 OpenWebUI 存储，并返回稳定的预览/下载链接。
+
+## 输入参数
+
+- `filename`（必填）：当前工作区下的相对路径文件名。
+
+## 交付模式
+
+- `artifacts`（默认）：返回 `[Preview]` + `[Download]`，可选在 HTML 代码块中渲染 `html_embed`。
+- `richui`：返回 `[Preview]` + `[Download]`，集成预览由 Rich UI 发射器自动渲染。
+
+## PDF 规则
+
+PDF 必须只返回 Markdown 链接（`[Preview]`、`[Download]` 可用时），禁止 iframe 或 HTML 嵌入。
+
+## 推荐流程
+
+1. 在工作区生成文件。
+2. 调用 `publish_file_from_workspace(filename=...)` 发布。
+3. 按当前模式返回链接。
+4. `.pdf` 严格执行仅链接规则。
+
+## 参考
+
+- 插件内完整指南：`plugins/pipes/github-copilot-sdk/PUBLISH_FILE_FROM_WORKSPACE_CN.md`

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

@@ -0,0 +1,185 @@
+# GitHub Copilot SDK Pipe Detailed Usage Guide
+
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 0.9.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions)
+
+This guide is for production usage. README remains community-facing and concise; this page focuses on step-by-step operations and troubleshooting.
+
+---
+
+## 1. When to Use This Guide
+
+Use this manual if you need to:
+
+- Run GitHub Copilot official models in OpenWebUI
+- Use BYOK providers (OpenAI/Anthropic)
+- Generate and publish artifacts (Excel/CSV/HTML/PDF)
+- Manage Skills with OpenWebUI bridge and `manage_skills`
+
+---
+
+## 2. Pre-flight Checklist
+
+### 2.1 Required components
+
+- OpenWebUI is running (recommended `v0.8.0+` for Rich UI)
+- Pipe is installed: `plugins/pipes/github-copilot-sdk/github_copilot_sdk.py`
+- Recommended companion filter:
+  - [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6)
+
+### 2.2 Authentication (at least one)
+
+You must configure one of the following:
+
+1. `GH_TOKEN` for official GitHub Copilot models
+2. `BYOK_API_KEY` for OpenAI/Anthropic style providers
+
+---
+
+## 3. Installation Flow
+
+1. Open OpenWebUI → **Workspace → Functions**
+2. Create function and paste `github_copilot_sdk.py`
+3. Save and enable
+4. In chat model selector, choose:
+   - `github_copilot_official_sdk_pipe.*` (official)
+   - or your BYOK model entries
+
+---
+
+## 4. Configuration Baseline
+
+### 4.1 Minimal admin setup
+
+- `GH_TOKEN` or `BYOK_API_KEY`
+- `ENABLE_OPENWEBUI_TOOLS = True`
+- `ENABLE_MCP_SERVER = True`
+- `ENABLE_OPENWEBUI_SKILLS = True`
+- `SHOW_THINKING = True`
+
+### 4.2 Recommended production settings
+
+- `COPILOTSDK_CONFIG_DIR=/app/backend/data/.copilot`
+  - Persists SDK config/session state across restarts
+- `OPENWEBUI_SKILLS_SHARED_DIR=/app/backend/data/cache/copilot-openwebui-skills`
+  - Shared skill cache directory
+- `DEBUG=True` during troubleshooting only
+
+### 4.3 User-level overrides
+
+Users can override `GH_TOKEN`, `REASONING_EFFORT`, `BYOK_API_KEY`, `DISABLED_SKILLS`, etc.
+
+---
+
+## 5. Model Access Modes
+
+## 5.1 Official Copilot mode
+
+- Set `GH_TOKEN`
+- Use official model catalog
+- Supports reasoning effort, tools, infinite session features
+
+## 5.2 BYOK mode
+
+- Set `BYOK_TYPE`, `BYOK_BASE_URL`, `BYOK_API_KEY`
+- Leave `BYOK_MODELS` empty for auto-fetch, or set explicit list
+- Best when no Copilot subscription is available
+
+---
+
+## 6. Artifact Publishing Workflow (Critical)
+
+Use `publish_file_from_workspace` with the sequence: write → publish → return links.
+
+### 6.1 HTML delivery modes
+
+- `artifacts` (default)
+  - Returns `[Preview]` + `[Download]`
+  - `html_embed` can be rendered in a full-height iframe block
+- `richui`
+  - Returns `[Preview]` + `[Download]`
+  - Rich UI renders automatically (no iframe block in message)
+
+### 6.2 PDF delivery rule
+
+- Output Markdown links only (`[Preview]` + `[Download]` when available)
+- **Do not** embed PDF via iframe/html blocks
+
+### 6.3 Images and other files
+
+- Images: prefer direct display + download
+- Other artifacts (`xlsx/csv/docx`): provide download links
+
+---
+
+## 7. Skills Operations
+
+> Key rule: `manage_skills` is a **tool**, not a skill; all skills are installed in **one directory**: `OPENWEBUI_SKILLS_SHARED_DIR/shared/`.
+
+## 7.1 OpenWebUI Skills bridge
+
+With `ENABLE_OPENWEBUI_SKILLS=True`:
+
+- Skills from UI sync into SDK directories
+- Directory-side updates sync back according to sync policy
+
+## 7.2 `manage_skills` quick actions
+
+- `list`, `install`, `create`, `edit`, `show`, `delete`
+
+## 7.3 Operational tips
+
+- Use `DISABLED_SKILLS` to reduce noisy skill routing
+- Keep skill descriptions explicit for better intent matching
+
+---
+
+## 8. First-run Validation Checklist
+
+1. Basic chat response works
+2. Tool call can be triggered
+3. CSV/XLSX can be published and downloaded
+4. HTML mode works (`artifacts` or `richui`)
+5. PDF returns links only (no embed)
+6. `manage_skills list` returns skill inventory
+
+---
+
+## 9. Troubleshooting
+
+### 9.1 Empty model list
+
+- Ensure at least one of `GH_TOKEN` / `BYOK_API_KEY` is set
+- Validate BYOK base URL and model names
+
+### 9.2 Tools not executing
+
+- Check `ENABLE_OPENWEBUI_TOOLS`, `ENABLE_MCP_SERVER`, `ENABLE_OPENAPI_SERVER`
+- Confirm session/model has tool access
+
+### 9.3 Publish succeeded but link unavailable
+
+- Use the original URLs returned by tool output
+- Verify storage/backend access policy
+- For PDF, do not attempt iframe embedding
+
+### 9.4 Status appears stuck
+
+- Upgrade to latest plugin code
+- Enable `DEBUG=True` temporarily
+- Verify frontend version compatibility for Rich UI
+
+---
+
+## 10. Practical Prompt Templates
+
+- “Analyze `sales.csv`, summarize by month, export `monthly_summary.xlsx`, and give me the download link.”
+- “Generate an interactive HTML dashboard and publish it with Preview and Download links.”
+- “Create a reusable skill named `finance-reporting` from this workflow.”
+
+---
+
+For deeper architecture and examples:
+
+- [Deep Dive](github-copilot-sdk-deep-dive.md)
+- [Advanced Tutorial](github-copilot-sdk-tutorial.md)
+- [Main Plugin Doc](github-copilot-sdk.md)

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

@@ -0,0 +1,192 @@
+# GitHub Copilot SDK Pipe 详细使用手册
+
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **Version:** 0.9.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions)
+
+本手册面向“实际落地使用”，覆盖从安装、鉴权、模型选择到文件发布、Skills 管理、故障排查的完整流程。README 侧重社区展示，本页专注操作细节。
+
+---
+
+## 1. 适用场景
+
+适合以下需求：
+
+- 在 OpenWebUI 内使用 GitHub Copilot 官方模型（含流式、工具调用、多轮会话）
+- 使用 BYOK（OpenAI/Anthropic）替代官方订阅
+- 让 Agent 生成并发布文件（Excel/CSV/HTML/PDF）
+- 使用 OpenWebUI Skills 与 `manage_skills` 做技能工程化管理
+
+---
+
+## 2. 部署前检查
+
+### 2.1 OpenWebUI 与插件文件
+
+- 已运行 OpenWebUI（建议 `v0.8.0+` 以获得 Rich UI 体验）
+- 已导入 Pipe 文件：`plugins/pipes/github-copilot-sdk/github_copilot_sdk.py`
+- 建议同时安装 Files Filter：
+  - [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6)
+
+### 2.2 必要鉴权（至少一种）
+
+你必须配置下列其中一种凭据，否则模型列表为空：
+
+1. `GH_TOKEN`（访问 GitHub Copilot 官方模型）
+2. `BYOK_API_KEY`（访问 OpenAI/Anthropic 等自有供应商）
+
+---
+
+## 3. 安装与启用
+
+1. 进入 OpenWebUI：**工作区 → 函数**
+2. 新建函数并粘贴 `github_copilot_sdk.py` 全量内容
+3. 保存并启用
+4. 回到聊天页，在模型列表选择：
+   - `github_copilot_official_sdk_pipe.*`（官方）
+   - 或 BYOK 对应模型
+
+---
+
+## 4. 配置建议（先跑起来再精调）
+
+### 4.1 管理员最小可用配置
+
+- `GH_TOKEN` 或 `BYOK_API_KEY`
+- `ENABLE_OPENWEBUI_TOOLS = True`
+- `ENABLE_MCP_SERVER = True`
+- `ENABLE_OPENWEBUI_SKILLS = True`
+- `SHOW_THINKING = True`
+
+### 4.2 推荐增强项
+
+- `COPILOTSDK_CONFIG_DIR=/app/backend/data/.copilot`
+  - 用于 SDK 配置/会话状态持久化（重启不丢）
+- `OPENWEBUI_SKILLS_SHARED_DIR=/app/backend/data/cache/copilot-openwebui-skills`
+  - 统一 skills 缓存目录
+- `DEBUG=True`（排障阶段）
+
+### 4.3 用户级覆盖（Profile）
+
+普通用户可按需覆盖：`GH_TOKEN`、`REASONING_EFFORT`、`BYOK_API_KEY`、`DISABLED_SKILLS` 等。
+
+---
+
+## 5. 两种模型接入模式
+
+## 5.1 官方模式（GitHub Copilot）
+
+- 配置 `GH_TOKEN`
+- 模型来自 Copilot 官方可用列表
+- 支持推理强度、工具调用、无限会话等插件能力
+
+## 5.2 BYOK 模式（OpenAI/Anthropic）
+
+- 配置 `BYOK_TYPE`、`BYOK_BASE_URL`、`BYOK_API_KEY`
+- `BYOK_MODELS` 留空可自动拉取，或手动逗号分隔指定
+- 适合无官方订阅、或需要指定厂商模型时使用
+
+---
+
+## 6. 文件发布完整工作流（重点）
+
+插件内置 `publish_file_from_workspace`，推荐遵循“写入 → 发布 → 返回链接”。
+
+### 6.1 HTML 交付模式
+
+- `artifacts`（默认）
+  - 返回 `[Preview]` + `[Download]`
+  - 可输出 `html_embed`（iframe）用于完整交互展示
+- `richui`
+  - 返回 `[Preview]` + `[Download]`
+  - 由 Rich UI 自动渲染，不在消息中输出 iframe 代码块
+
+### 6.2 PDF 交付规则（务必遵守）
+
+- 仅输出 Markdown 链接（可用时 `[Preview]` + `[Download]`）
+- **不要**输出 PDF iframe/embed HTML
+
+### 6.3 图片与其他文件
+
+- 图片：优先直接展示 + 下载
+- 其他文件（xlsx/csv/docx 等）：返回下载链接为主
+
+---
+
+## 7. Skills 使用与管理
+
+> 关键原则：`manage_skills` 是 **工具（tool）**，不是 skill；所有 skills 统一安装在 **一个目录**：`OPENWEBUI_SKILLS_SHARED_DIR/shared/`。
+
+## 7.1 OpenWebUI Skills 双向桥接
+
+当 `ENABLE_OPENWEBUI_SKILLS=True` 时：
+
+- UI 中创建/编辑的 Skills 会同步到 SDK 目录
+- 目录内技能更新可回写到 OpenWebUI（按同步规则）
+
+## 7.2 `manage_skills` 常用动作
+
+- `list`：列出现有技能
+- `install`：从 GitHub URL / `.zip` / `.tar.gz` 安装
+- `create`：从当前上下文创建技能
+- `edit`：更新技能内容与附加文件
+- `show`：查看 `SKILL.md` 与附属文件
+- `delete`：删除本地目录并清理关联记录
+
+### 7.3 生产建议
+
+- 用 `DISABLED_SKILLS` 关闭不需要的技能，降低误触发
+- Skill 描述尽量明确（包含 Use when 语义），提高路由准确率
+
+---
+
+## 8. 首次验收清单
+
+完成部署后，建议按顺序验证：
+
+1. **基础对话**：确认模型能正常响应
+2. **工具调用**：执行一条会触发工具的指令（如文件分析）
+3. **文件发布**：生成一个 `csv` 并确认可下载
+4. **HTML 发布**：验证 `artifacts/richui` 至少一种模式
+5. **PDF 发布**：确认仅返回链接，无 iframe
+6. **Skills**：执行 `manage_skills list`，确认可见
+
+---
+
+## 9. 常见问题排查
+
+### 9.1 模型列表为空
+
+- 检查 `GH_TOKEN` / `BYOK_API_KEY` 是否至少配置一个
+- 检查 BYOK `BASE_URL` 是否可达、模型名是否有效
+
+### 9.2 工具似乎不可用
+
+- 检查 `ENABLE_OPENWEBUI_TOOLS`、`ENABLE_MCP_SERVER`、`ENABLE_OPENAPI_SERVER`
+- 检查当前模型/会话是否有工具权限
+
+### 9.3 文件发布成功但无法打开
+
+- 检查返回链接是否来自工具原始输出
+- 检查对象存储/本地存储权限与可访问性
+- PDF 场景不要尝试 iframe 嵌入
+
+### 9.4 状态栏“卡住”
+
+- 升级到最新插件代码
+- 打开 `DEBUG=True` 查看事件流
+- 确认前端版本与 Rich UI 能力匹配
+
+---
+
+## 10. 推荐操作模板（可直接对 AI 说）
+
+- “读取当前目录下的 `sales.csv`，按月份汇总并导出 `monthly_summary.xlsx`，最后给我下载链接。”
+- “生成一个交互式 HTML 仪表盘并发布，给我 Preview 和 Download 链接。”
+- “把本次流程固化成一个 skill，命名为 `finance-reporting`，并写入使用说明。”
+
+---
+
+如需架构细节，请结合阅读：
+
+- [深度解析](github-copilot-sdk-deep-dive.zh.md)
+- [进阶实战教程](github-copilot-sdk-tutorial.zh.md)
+- [插件主文档](github-copilot-sdk.zh.md)

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

@@ -1,6 +1,6 @@
 # GitHub Copilot SDK Pipe for OpenWebUI
 
-**Author:** [Fu-Jie](https://github.com/Fu-Jie) | **Version:** 0.6.2 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
+**Author:** [Fu-Jie](https://github.com/Fu-Jie) | **Version:** 0.9.0 | **Project:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **License:** MIT
 
 This is an advanced Pipe function for [OpenWebUI](https://github.com/open-webui/open-webui) that integrates the official [GitHub Copilot SDK](https://github.com/github/copilot-sdk). It enables you to use **GitHub Copilot models** (e.g., `gpt-5.2-codex`, `claude-sonnet-4.5`,`gemini-3-pro`, `gpt-5-mini`) **AND** your own models via **BYOK** (OpenAI, Anthropic) directly within OpenWebUI, providing a unified agentic experience with **strict User & Chat-level Workspace Isolation**.
 
@@ -14,26 +14,43 @@ This is an advanced Pipe function for [OpenWebUI](https://github.com/open-webui/
 
 ---
 
-## ✨ v0.6.2 Updates (What's New)
+## ✨ v0.9.0: The Skills Revolution & Stability Update
 
-- **🛠️ New Workspace Artifacts Tool**: Introduced `publish_file_from_workspace`. Agents can now generate files (e.g., Python-generated Excel/CSV) and provide direct download links for the user to click and save.
-- **⚙️ Workflow Optimization**: Improved reliability of the internal agentic workspace management.
-- **🛡️ Enhanced Security**: Refined access control for system resources within the isolated environment.
-- **🔧 Performance Tuning**: Optimized stream processing for larger context windows.
+- **🧩 Copilot SDK Skills Support**: Native support for Copilot SDK skill directories (`SKILL.md` + resources).
+- **🔄 OpenWebUI Skills Bridge**: Full bidirectional sync between OpenWebUI Workspace > Skills and SDK skill directories.
+- **🛠️ Deterministic `manage_skills` Tool**: Expert tool for stable install/create/list/edit/delete skill operations.
+- **🌊 Reinforced Status Bar**: Multi-layered locking mechanism (`session_finalized` guard) and atomic async delivery to prevent "stuck" indicators.
+- **🗂️ Persistent Config Directory**: Added `COPILOTSDK_CONFIG_DIR` for stable session-state persistence across container restarts.
 
 ---
 
 ## ✨ Key Capabilities
 
-- **🔑 Flexible Auth & BYOK**: Official Copilot subscriptions (PAT) or Bring Your Own Key (OpenAI/Anthropic).
-- **🔌 Universal Tool Protocol**: Native support for **MCP (Model Context Protocol)**, OpenAPI, and OpenWebUI built-in tools.
-- **🛡️ Sandbox Workspace Isolation**: Strict per-session sandboxing for data privacy and security.
-- **♾️ Infinite Session Management**: Smart context window management with automatic compaction for indefinite conversation capability.
-- **🧠 Deep Database Integration**: Real-time persistence of TOD·O lists for long-running workflows.
-- **🌊 Advanced Streaming**: Full support for thinking process/Chain of Thought visualization.
-- **🖼️ Intelligent Multimodal**: Vision capabilities and raw file analysis support.
-- **⚡ Full-Lifecycle File Agent**: Supports receiving uploaded files for raw bypass analysis and publishing results (Excel/reports) as downloadable links.
-- **🖼️ Interactive Artifacts**: Automatically renders HTML/JS apps generated by the agent directly in the chat interface.
+- **🔑 Unified Intelligence (Official + BYOK)**: Seamlessly switch between official GitHub Copilot models (o1, GPT-4o, Claude 3.5 Sonnet, Gemini 2.0 Flash) and your own models (OpenAI, Anthropic) via **Bring Your Own Key** mode.
+- **🛡️ Physical Workspace Isolation**: Every session runs in its own isolated directory sandbox. This ensures absolute data privacy and prevents cross-chat file contamination while allowing the Agent full filesystem access.
+- **🔌 Universal Tool Protocol**:
+  - **Native MCP**: Direct, high-performance connection to Model Context Protocol servers.
+  - **OpenAPI Bridge**: Connect to any external REST API as an Agent tool.
+  - **OpenWebUI Native**: Zero-config bridge to your existing OpenWebUI tools and built-ins (Web Search, Memory, etc.).
+- **🧩 OpenWebUI Skills Bridge**: Transforms simple OpenWebUI Markdown instructions into powerful SDK skill folders complete with supporting scripts, templates, and data.
+- **♾️ Infinite Session Management**: Advanced context window management with automatic "Compaction" (summarization + list persistence). Carry out weeks-long projects without losing the core thread.
+- **📊 Interactive Artifacts & Publishing**:
+  - **Live HTML/JS**: Instantly render and interact with apps, dashboards, or reports generated by the Agent.
+  - **Persistent Publishing**: Agents can "publish" generated files (Excel, CSV, docs) to OpenWebUI's file storage, providing permanent download links.
+- **🌊 UX-First Streaming**: Full support for "Thinking" processes (Chain of Thought), status indicators, and real-time progress bars for long-running tasks.
+- **🧠 Deep Database Integration**: Real-time persistence of TOD·O lists and session metadata ensures your workflow state is always visible in the UI.
+
+---
+
+## 🧩 Companion Files Filter (Required for raw files)
+
+`GitHub Copilot SDK Files Filter` is the companion plugin that prevents OpenWebUI's default RAG pre-processing from consuming uploaded files before the Pipe receives them.
+
+- **What it does**: Moves uploaded files to `copilot_files` so the Pipe can access raw binaries directly.
+- **Why it matters**: Without it, uploaded files may be parsed/vectorized early and the Agent may lose direct raw-file access.
+- **v0.1.3 highlights**:
+  - BYOK model-id matching fix (supports `github_copilot_official_sdk_pipe.xxx` prefixes).
+  - Optional dual-channel debug log (`show_debug_log`) to backend logger + browser console.
 
 ---
 
@@ -46,9 +63,14 @@ Administrators define the default behavior for all users in the function setting
 | Valve | Default | Description |
 | :--- | :--- | :--- |
 | `GH_TOKEN` | `""` | Global GitHub Token (Requires 'Copilot Requests' permission). |
+| `COPILOTSDK_CONFIG_DIR` | `""` | Persistent directory for SDK config and session state (e.g., `/app/backend/data/.copilot`). |
 | `ENABLE_OPENWEBUI_TOOLS` | `True` | Enable OpenWebUI Tools (includes defined Tools and Built-in Tools). |
 | `ENABLE_OPENAPI_SERVER` | `True` | Enable OpenAPI Tool Server connection. |
 | `ENABLE_MCP_SERVER` | `True` | Enable Direct MCP Client connection (Recommended). |
+| `ENABLE_OPENWEBUI_SKILLS` | `True` | Enable bidirectional sync with OpenWebUI Workspace > Skills. |
+| `OPENWEBUI_SKILLS_SHARED_DIR` | `/app/backend/data/cache/copilot-openwebui-skills` | Shared cache directory for skills. |
+| `GITHUB_SKILLS_SOURCE_URL` | `""` | Optional GitHub tree URL for batch skill import (e.g., anthropic/skills). |
+| `DISABLED_SKILLS` | `""` | Comma-separated skill names to disable in SDK session. |
 | `REASONING_EFFORT` | `medium` | Reasoning effort level: low, medium, high. |
 | `SHOW_THINKING` | `True` | Show model reasoning/thinking process. |
 | `INFINITE_SESSION` | `True` | Enable Infinite Sessions (automatic context compaction). |
@@ -72,10 +94,64 @@ Standard users can override these settings in their individual Profile/Function
 | `SHOW_THINKING` | Show model reasoning/thinking process. |
 | `MAX_MULTIPLIER` | Maximum allowed billing multiplier override. |
 | `EXCLUDE_KEYWORDS` | Exclude models containing these keywords. |
+| `ENABLE_OPENWEBUI_SKILLS` | Enable loading all active OpenWebUI skills readable by you into SDK `SKILL.md` directories. |
+| `GITHUB_SKILLS_SOURCE_URL` | Optional GitHub tree URL for batch skill import in your own session. |
+| `DISABLED_SKILLS` | Comma-separated skill names to disable for your own session. |
 | `BYOK_API_KEY` | Use your personal OpenAI/Anthropic API Key. |
 
 ---
 
+### 📤 Enhanced Publishing & Interactive Components
+
+The `publish_file_from_workspace` tool now uses a clearer delivery contract for production use:
+
+- **Artifacts mode (`artifacts`, default)**: Agent returns `[Preview]` + `[Download]` and may output `html_embed` in a ```html block for direct chat rendering.
+- **Rich UI mode (`richui`)**: Agent returns `[Preview]` + `[Download]` only; integrated preview is rendered automatically via emitter (no iframe block in message).
+- **📄 PDF delivery safety rule**: Always output Markdown links only (`[Preview]` + `[Download]` when available). **Do not embed PDF via iframe/html blocks.**
+- **⚡ Stable dual-channel publishing**: Keeps interactive viewing and persistent file download aligned across local/object-storage backends.
+- **✅ Status integration**: Emits real-time publishing progress and completion feedback to the OpenWebUI status bar.
+- **📘 Publishing Tool Guide (GitHub)**: [publish_file_from_workspace Guide](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/pipes/github-copilot-sdk/PUBLISH_FILE_FROM_WORKSPACE.md)
+
+---
+
+### 🧩 OpenWebUI Skills Bridge & `manage_skills` Tool
+
+The SDK now features a bidirectional bridge with the OpenWebUI **Workspace > Skills** page:
+
+- **🔄 Automatic Sync**: Skills created or updated in the OpenWebUI UI are automatically downloaded as `SKILL.md` folders into the SDK's shared cache on every request.
+- **🛠️ `manage_skills` Tool**: The Agent can deterministically manage skills using this tool.
+  - `list`: List all installed skills and their descriptions.
+  - `install`: Install a skill from a GitHub URL (auto-normalized to archive link) or a direct `.zip`/`.tar.gz`.
+  - `create`: Create a new skill directory from context, writing `SKILL.md` and any extra resource files (scripts, templates).
+  - `edit`: Update an existing skill folder.
+  - `delete`: Atomically delete both the local directory and the linked OpenWebUI DB entry.
+- **📁 Full Folder Support**: Unlike the single-markdown storage in OpenWebUI DB, the SDK loads the **entire folder** for each skill. This allows skills to carry binary scripts, data files, or complex templates alongside the core instructions.
+- **🌐 Shared Persistent Cache**: Skills are stored in `OPENWEBUI_SKILLS_SHARED_DIR/shared/`, which is persistent across sessions and container restarts.
+- **📚 Full Skill Docs (GitHub)**: [manage_skills Tool Guide](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/pipes/github-copilot-sdk/SKILLS_MANAGER.md) | [Skills Best Practices](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/pipes/github-copilot-sdk/SKILLS_BEST_PRACTICES.md)
+
+---
+
+### 🌊 Fluid UX & Granular Status Feedback
+
+Say goodbye to the "stuck" feeling during complex processing:
+
+- **🔄 Real-Time Status Bubbles**: Maps internal SDK events (`turn_start`, `compaction`, `subagent_started`) directly to the OpenWebUI status bar.
+- **🧭 Richer Stage Descriptions**: Status text now explicitly reflects phases such as processing, skill invocation, tool execution, tool completion/failure, publishing, and final completion.
+- **⏱️ Long-Task Heartbeat**: During long waits, the status bar emits periodic "still processing" updates (elapsed-time style) to avoid silent stalls.
+- **📈 Tool Progress Tracking**: Long-running tool executions provide live progress percentages and descriptive sub-task updates in the status bar.
+- **⚡ Immediate Feedback**: Response starts with an instant "Assistant is processing" status, eliminating idle wait time before the first token.
+
+---
+
+### 🛡️ Smart Version Compatibility
+
+The plugin automatically adapts its feature set based on your OpenWebUI version:
+
+- **v0.8.0+**: Rich UI, live status bubbles, and integrated HTML preview.
+- **Older**: Automatic fallback to standard Markdown blocks for maximum stability.
+
+---
+
 ## 🎯 Use Cases (What can you do?)
 
 - **📁 Fully Autonomous DevOps**: Agent analyzes code, runs tests, and applies patches within its isolated sandbox.
@@ -104,13 +180,22 @@ If this plugin has been useful, a **Star** on [OpenWebUI Extensions](https://git
 2. Create **Fine-grained token**, granting **Account permissions** -> **Copilot Requests** access.
 3. Paste the generated Token into the `GH_TOKEN` field in Valves.
 
+### 3) Authentication Requirement (Mandatory)
+
+You MUST configure **at least one** credential source:
+
+- `GH_TOKEN` (GitHub Copilot subscription route), or
+- `BYOK_API_KEY` (OpenAI/Anthropic route).
+
+If neither is configured, the model list will not appear.
+
 ---
 
 ## 📋 Troubleshooting & Dependencies
 
 - **Agent ignores files?**: Ensure the Files Filter is enabled, otherwise RAG will interfere with raw binaries.
-- **No progress bar?**: The bar only appears when the Agent uses the `update_todo` tool.
-- **Dependencies**: This Pipe automatically installs `github-copilot-sdk` (Python) and `github-copilot-cli` (Binary).
+- **No status updates?**: Status bubbles are emitted for processing/tool phases; TODO progress bars specifically appear when the Agent uses `update_todo`.
+- **Dependencies**: This Pipe automatically manages `github-copilot-sdk` (Python) and utilizes the bundled binary CLI. No manual install required.
 
 ---
 

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

@@ -1,12 +1,24 @@
 # GitHub Copilot SDK 官方管道
 
-**作者:** [Fu-Jie](https://github.com/Fu-Jie) | **版本:** 0.6.2 | **项目:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **许可证:** MIT
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/openwebui-extensions) | **版本:** 0.9.0 | **项目:** [OpenWebUI Extensions](https://github.com/Fu-Jie/openwebui-extensions) | **许可证:** MIT
 
 这是一个用于 [OpenWebUI](https://github.com/open-webui/open-webui) 的高级 Pipe 函数，深度集成了 **GitHub Copilot SDK**。它不仅支持 **GitHub Copilot 官方模型**（如 `gpt-5.2-codex`, `claude-sonnet-4.5`, `gemini-3-pro`, `gpt-5-mini`），还支持 **BYOK (自带 Key)** 模式对接自定义服务商（OpenAI, Anthropic），并具备**严格的用户与会话级工作区隔离**能力，提供统一且安全的 Agent 交互体验。
 
 > [!IMPORTANT]
 > **核心伴侣组件**
-> 如需启用文件处理与数据分析能力，请务必安装 [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6)。
+> 如需启用文件处理与数据分析能力，请务必安装 [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc24dd6)。
+>
+>## ✨ 0.9.0 核心更新：技能革命与稳定性加固
+
+- **🧩 Copilot SDK Skills 原生支持**: 技能可作为一等上下文能力被加载和使用。
+- **🔄 OpenWebUI Skills 桥接**: 实现 OpenWebUI **工作区 > Skills** 与 SDK 技能目录的深度双向同步。
+- **🛠️ 确定性 `manage_skills` 工具**: 通过稳定工具契约完成技能的生命周期管理。
+- **🌊 状态栏逻辑加固**: 引入 `session_finalized` 多层锁定机制，彻底解决任务完成后状态栏回弹或卡死的问题。
+- **🗂️ 环境目录持久化**: 增强 `COPILOTSDK_CONFIG_DIR` 逻辑，确保会话状态跨容器重启稳定存在。
+- **🌐 持续化共享缓存（扩展）**: 技能统一存储在 `OPENWEBUI_SKILLS_SHARED_DIR/shared/`，跨会话与容器重启复用。
+- **🎯 智能意图路由（扩展）**: 自动识别技能管理请求并优先路由到 `manage_skills`，确保执行确定性。
+- **🗂️ 环境目录升级**: 新增 `COPILOTSDK_CONFIG_DIR`，并自动回退到 `/app/backend/data/.copilot`，确保 SDK 配置与会话状态在容器重启后稳定持久化。
+- **🧭 CLI 提示词护栏**: 系统提示词明确区分可执行的 **tools** 与不可调用的 **skills**，并要求技能生命周期操作优先走 `manage_skills`，同时强化 CLI/Python 执行规范。
 
 > [!TIP]
 > **BYOK 模式无需订阅**
@@ -14,26 +26,33 @@
 
 ---
 
-## ✨ 0.6.2 更新内容 (What's New)
+## ✨ 核心能力 (Key Capabilities)
 
-- **🛠️ 新增工作区产物工具**: 引入 `publish_file_from_workspace`。Agent 现在可以生成物理文件（如使用 Python 生成的 Excel/CSV 报表），并直接在聊天界面提供点击下载链接。
-- **⚙️ 工作流优化**: 提升了内部 Agent 物理工作区管理的可靠性与原子性。
-- **🛡️ 安全增强**: 精细化了隔离环境下系统资源的访问控制策略。
-- **🔧 性能微调**: 针对大上下文窗口优化了流式数据处理性能。
+- **🔑 统一智能体验 (官方 + BYOK)**: 自由切换官方模型（o1, GPT-4o, Claude 3.5 Sonnet, Gemini 2.0 Flash）与自定义服务商（OpenAI, Anthropic），支持 **BYOK (自带 Key)** 模式。
+- **🛡️ 物理级工作区隔离**: 每个会话在独立的沙箱目录中运行。确保绝对的数据隐私，防止不同聊天间的文件污染，同时给予 Agent 完整的文件系统操作权限。
+- **🔌 通用工具协议**:
+  - **原生 MCP**: 高性能直连 Model Context Protocol 服务器。
+  - **OpenAPI 桥接**: 将任何外部 REST API 一键转换为 Agent 可调用的工具。
+  - **OpenWebUI 原生桥接**: 零配置接入现有的 OpenWebUI 工具及内置功能（网页搜索、记忆等）。
+- **🧩 OpenWebUI Skills 桥接**: 将简单的 OpenWebUI Markdown 指令转化为包含脚本、模板和数据的强大 SDK 技能文件夹。
+- **♾️ 无限会话管理**: 先进的上下文窗口管理，支持自动“压缩”（摘要提取 + TODO 列表持久化）。支持长达数周的项目跟踪而不会丢失核心上下文。
+- **📊 交互式产物与发布**:
+  - **实时 HTML/JS**: 瞬间渲染并交互 Agent 生成的应用程序、可视化看板或报告。
+  - **持久化发布**: Agent 可将生成的产物（Excel, CSV, 文档）发布至 OpenWebUI 文件存储，并在聊天中提供永久下载链接。
+- **🌊 极致交互体验**: 完整支持深度思考过程 (Thinking Process) 流式渲染、状态指示器以及长任务实时进度条。
+- **🧠 深度数据库集成**: TOD·O 列表与会话元数据的实时持久化，确保任务执行状态在 UI 上清晰可见。
 
 ---
 
-## ✨ 核心能力 (Key Capabilities)
+## 🧩 配套 Files Filter（原始文件必备）
 
-- **🔑 灵活鉴权与 BYOK**: 支持 GitHub Copilot 官方订阅 (PAT) 或自带 Key (OpenAI/Anthropic)。
-- **🔌 通用工具协议**: 原生支持 **MCP (Model Context Protocol)**、OpenAPI 以及 OpenWebUI 内置工具。
-- **🛡️ 物理级工作区隔离**: 强制执行严格的用户特定沙箱，确保数据隐私与文件安全。
-- **♾️ 无限会话管理**: 智能上下文窗口管理与自动压缩算法，支持无限时长的对话交互。
-- **🧠 深度数据库集成**: 实时持久化 TOD·O 列表到 UI 进度条。
-- **🌊 深度推理展示**: 完整支持模型思考过程 (Thinking Process) 的流式渲染。
-- **🖼️ 智能多模态**: 完整支持图像识别与附件上传分析。
-- **⚡ 全生命周期文件 Agent**: 支持接收上传文件进行绕过 RAG 的深度分析，并将处理结果（如 Excel/报告）发布为下载链接实现闭环。
-- **🖼️ 交互式伪影 (Artifacts)**: 自动渲染 Agent 生成的 HTML/JS 应用程序，直接在聊天界面交互。
+`GitHub Copilot SDK Files Filter` 是本 Pipe 的配套插件，用于阻止 OpenWebUI 默认 RAG 在 Pipe 接手前抢先处理上传文件。
+
+- **作用**: 将上传文件移动到 `copilot_files`，让 Pipe 能直接读取原始二进制。
+- **必要性**: 若未安装，文件可能被提前解析/向量化，Agent 难以拿到原始文件。
+- **v0.1.3 重点**:
+  - 修复 BYOK 模型 ID 识别（支持 `github_copilot_official_sdk_pipe.xxx` 前缀匹配）。
+  - 新增双通道调试日志（`show_debug_log`）：后端 logger + 浏览器控制台。
 
 ---
 
@@ -46,9 +65,14 @@
 | 参数 | 默认值 | 说明 |
 | :--- | :--- | :--- |
 | `GH_TOKEN` | `""` | 全局 GitHub Token (需具备 'Copilot Requests' 权限)。 |
+| `COPILOTSDK_CONFIG_DIR` | `""` | SDK 配置与会话状态持久化目录 (例如: `/app/backend/data/.copilot`)。 |
 | `ENABLE_OPENWEBUI_TOOLS` | `True` | 启用 OpenWebUI 工具 (包括定义工具和内置工具)。 |
 | `ENABLE_OPENAPI_SERVER` | `True` | 启用 OpenAPI 工具服务器连接。 |
 | `ENABLE_MCP_SERVER` | `True` | 启用直接 MCP 客户端连接 (推荐)。 |
+| `ENABLE_OPENWEBUI_SKILLS` | `True` | 开启与 OpenWebUI **工作区 > Skills** 的双向同步桥接。 |
+| `OPENWEBUI_SKILLS_SHARED_DIR` | `/app/backend/data/cache/copilot-openwebui-skills` | OpenWebUI skills 转换后的共享缓存目录。 |
+| `GITHUB_SKILLS_SOURCE_URL` | `""` | 可选 GitHub tree 地址，用于批量导入 skills（例如 anthropic/skills）。 |
+| `DISABLED_SKILLS` | `""` | 逗号分隔的 skill 名称黑名单（如 `docs-writer,webapp-testing`）。 |
 | `REASONING_EFFORT` | `medium` | 推理强度：low, medium, high。 |
 | `SHOW_THINKING` | `True` | 显示模型推理/思考过程。 |
 | `INFINITE_SESSION` | `True` | 启用无限会话 (自动上下文压缩)。 |
@@ -56,7 +80,7 @@
 | `EXCLUDE_KEYWORDS` | `""` | 排除包含这些关键字的模型 (逗号分隔)。 |
 | `TIMEOUT` | `300` | 每个流数据块的超时时间 (秒)。 |
 | `BYOK_TYPE` | `openai` | BYOK 服务商类型：`openai`, `anthropic`。 |
-| `BYOK_BASE_URL` | `""` | BYOK 基础 URL (例如: <https://api.openai.com/v1>)。 |
+| `BYOK_BASE_URL` | `""` | BYOK 基础 URL (例如: <https://api.openai.com/v1)。> |
 | `BYOK_MODELS` | `""` | BYOK 模型列表 (逗号分隔)。留空则从 API 获取。 |
 | `CUSTOM_ENV_VARS` | `""` | 自定义环境变量 (JSON 格式)。 |
 | `DEBUG` | `False` | 开启此项以在前端控制台输出详细调试日志。 |
@@ -72,10 +96,34 @@
 | `SHOW_THINKING` | 显示模型推理/思考过程。 |
 | `MAX_MULTIPLIER` | 最大允许的模型计费倍率覆盖。 |
 | `EXCLUDE_KEYWORDS` | 排除包含这些关键字的模型。 |
+| `ENABLE_OPENWEBUI_SKILLS` | 启用将当前用户可读的全部已启用 OpenWebUI skills 转换并加载为 SDK `SKILL.md` 目录。 |
+| `GITHUB_SKILLS_SOURCE_URL` | 为当前用户会话设置可选 GitHub tree 地址以批量导入 skills。 |
+| `DISABLED_SKILLS` | 为当前用户会话禁用指定 skills（逗号分隔）。 |
 | `BYOK_API_KEY` | 使用个人的 OpenAI/Anthropic API Key。 |
 
 ---
 
+### 🌊 细粒度反馈与流畅体验 (Fluid UX)
+
+彻底告别复杂任务执行过程中的“卡顿”感：
+
+- **🔄 实时状态气泡**: 将 SDK 内部事件（如 `turn_start`, `compaction`, `subagent_started`）直接映射为 OpenWebUI 的状态栏信息。
+- **🧭 分阶段状态描述增强**: 状态栏会明确显示处理阶段（处理中、技能触发、工具执行、工具完成/失败、发布中、任务完成）。
+- **⏱️ 长任务心跳提示**: 长时间处理中会周期性显示“仍在处理中（已耗时 X 秒）”，避免用户误判为卡死。
+- **📈 工具执行进度追踪**: 长耗时工具（如代码分析）会在状态栏实时显示进度百分比及当前子任务描述。
+- **⚡ 即时响应反馈**: 从响应开始第一秒即显示“助手正在处理您的请求...”，减少等待空窗感。
+
+---
+
+### 🛡️ 智能版本兼容
+
+插件会自动根据您的 OpenWebUI 版本调整功能集：
+
+- **v0.8.0+**: 开启 Rich UI、实时状态气泡及集成 HTML 预览。
+- **旧版本**: 自动回退至标准 Markdown 代码块模式，确保最大稳定性。
+
+---
+
 ## 🎯 典型应用场景 (Use Cases)
 
 - **📁 全自主仓库维护**: Agent 在隔离工作区内自动分析代码、运行测试并应用补丁。
@@ -95,7 +143,7 @@
 ### 1) 导入函数
 
 1. 打开 OpenWebUI，前往 **工作区** -> **函数**。
-2. 点击 **+** (创建函数)，完整粘贴 `github_copilot_sdk_cn.py` 的内容。
+2. 点击 **+** (创建函数)，完整粘贴 `github_copilot_sdk.py` 的内容。
 3. 点击保存并确保已启用。
 
 ### 2) 获取 Token (Get Token)
@@ -104,13 +152,56 @@
 2. 创建 **Fine-grained token**，授予 **Account permissions** -> **Copilot Requests** 访问权限。
 3. 将生成的 Token 填入插件的 `GH_TOKEN` 配置项中。
 
+### 3) 认证配置要求（必填）
+
+你必须至少配置以下一种凭据：
+
+- `GH_TOKEN`（GitHub Copilot 官方订阅路径），或
+- `BYOK_API_KEY`（OpenAI/Anthropic 自带 Key 路径）。
+
+如果两者都未配置，模型列表将不会出现。
+
+### 4) 配套插件 (强烈推荐)
+
+为了获得最佳的文件处理体验，请安装 [GitHub Copilot SDK Files Filter](https://openwebui.com/posts/403a62ee-a596-45e7-be65-fab9cc249dd6)。
+
+---
+
+### 📤 增强型发布工具与交互式组件
+
+`publish_file_from_workspace` 现采用更清晰、可落地的交付规范：
+
+- **Artifacts 模式（`artifacts`，默认）**：返回 `[Preview]` + `[Download]`，并可附带 `html_embed`，在 ```html 代码块中直接渲染。
+- **Rich UI 模式（`richui`）**：仅返回 `[Preview]` + `[Download]`，由发射器自动触发集成式预览（消息中不输出 iframe 代码块）。
+- **📄 PDF 安全交付规则**：仅输出 Markdown 链接（可用时为 `[Preview]` + `[Download]`）。**禁止通过 iframe/html 方式嵌入 PDF。**
+- **⚡ 稳定双通道发布**：在本地与对象存储后端下，保持交互预览与持久下载链接一致可用。
+- **✅ 状态集成**：通过 OpenWebUI 状态栏实时反馈发布进度与完成状态。
+- **📘 发布工具指南（GitHub）**：[publish_file_from_workspace 工具指南（中文）](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/pipes/github-copilot-sdk/PUBLISH_FILE_FROM_WORKSPACE_CN.md)
+
+---
+
+### 🧩 OpenWebUI Skills 桥接与 `manage_skills` 工具
+
+SDK 现在具备与 OpenWebUI **工作区 > Skills** 的双向同步能力：
+
+- **🔄 自动同步**: 每次请求时，前端定义的技能会自动作为 `SKILL.md` 文件夹同步至 SDK 共享缓存，Agent 可直接调用。
+- **🛠️ `manage_skills` 工具**: 内置专业工具，赋予 Agent (或用户) 绝对的技能管理权。
+  - `list`: 列出所有已安装技能及描述。
+  - `install`: 从 GitHub URL (自动转换归档链接) 或直接从 `.zip`/`.tar.gz` 安装。
+  - `create`: 从当前会话内容创建新技能目录，支持写入 `SKILL.md` 及辅助资源文件 (脚本、模板)。
+  - `edit`: 更新现有技能文件夹。
+  - `delete`: 原子化删除本地目录及关联的数据库条目，防止僵尸技能复活。
+- **📁 完整的文件夹支持**: 不同于数据库中单文件存储，SDK 会加载技能的**整个目录**。这使得技能可以携带二进制脚本、数据文件或复杂模板。
+- **🌐 持久化共享缓存**: 技能存储在 `OPENWEBUI_SKILLS_SHARED_DIR/shared/`，跨会话及容器重启持久存在。
+- **📚 技能完整文档（GitHub）**: [manage_skills 工具指南（中文）](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/pipes/github-copilot-sdk/SKILLS_MANAGER_CN.md) | [Skills Best Practices（中文）](https://github.com/Fu-Jie/openwebui-extensions/blob/main/plugins/pipes/github-copilot-sdk/SKILLS_BEST_PRACTICES_CN.md)
+
 ---
 
 ## 📋 常见问题与依赖 (Troubleshooting)
 
 - **Agent 无法识别文件？**: 请确保已安装并启用了 Files Filter 插件，否则原始文件会被 RAG 干扰。
-- **看不到 TODO 进度条？**: 进度条仅在 Agent 使用 `update_todo` 工具（通常是处理复杂任务）时出现。
-- **依赖安装**: 本管道会自动尝试安装 `github-copilot-sdk` (Python 包) 和 `github-copilot-cli` (官方二进制)。
+- **看不到状态更新或 TODO 进度条？**: 状态气泡会覆盖处理/工具阶段；而 TODO 进度条仅在 Agent 使用 `update_todo` 工具（通常是复杂任务）时出现。
+- **依赖安装**: 本管道会自动管理 `github-copilot-sdk` (Python 包) 并优先直接使用内置的二进制 CLI，无需手动干预。
 
 ---
 

docs/plugins/pipes/index.md

@@ -15,7 +15,7 @@ Pipes allow you to:
 
 ## Available Pipe Plugins
 
-- [GitHub Copilot SDK](github-copilot-sdk.md) (v0.6.2) - Official GitHub Copilot SDK integration. Features **Workspace Isolation**, **Database Persistence**, **Zero-config OpenWebUI Tool Bridge**, **BYOK** support, and **dynamic MCP discovery**. Supports streaming, multimodal, and infinite sessions. [View Deep Dive](github-copilot-sdk-deep-dive.md) | [**View Advanced Tutorial**](github-copilot-sdk-tutorial.md).
+- [GitHub Copilot SDK](github-copilot-sdk.md) (v0.9.0) - Official GitHub Copilot SDK integration. Features **Workspace Isolation**, **Zero-config OpenWebUI Tool Bridge**, **BYOK** support, and **dynamic MCP discovery**. **NEW in v0.9.0: OpenWebUI Skills Bridge**, reinforced status bar stability, and persistent SDK config management. [View Deep Dive](github-copilot-sdk-deep-dive.md) | [**View Advanced Tutorial**](github-copilot-sdk-tutorial.md) | [**View Detailed Usage Guide**](github-copilot-sdk-usage-guide.md).
 - **[Case Study: GitHub 100 Star Growth Analysis](star-prediction-example.md)** - Learn how to use the GitHub Copilot SDK Pipe with Minimax 2.1 to automatically analyze CSV data and generate project growth reports.
 - **[Case Study: High-Quality Video to GIF Conversion](video-processing-example.md)** - See how the model uses system-level FFmpeg to accelerate, scale, and optimize colors for screen recordings.