feat: Integrated Vision & Robust Translation Layer, Secured Repo (removed keys)
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Gemini AI
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.opencode/feature_audit.md
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# Computer Use Feature Audit: OpenQode TUI GEN5 🕵️
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**Audit Date:** 2025-12-15
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**Auditor:** Opus 4.5
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---
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## Executive Summary
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OpenQode TUI GEN5 has implemented a **comprehensive** `input.ps1` script (1175 lines) that covers **most** features from the three reference projects. However, there are gaps in advanced automation patterns, visual feedback loops, and persistent browser control.
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---
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## Feature Comparison Matrix
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### 1. Windows-Use (CursorTouch/Windows-Use)
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| Feature | Windows-Use | OpenQode | Status | Notes |
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|---------|------------|----------|--------|-------|
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| **Mouse Control** | PyAutoGUI | P/Invoke | ✅ FULL | Native Win32 API |
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| mouse move | ✅ | ✅ `mouse x y` | ✅ | |
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| smooth movement | ✅ | ✅ `mousemove` | ✅ | Duration parameter |
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| click types | ✅ | ✅ all 4 types | ✅ | left/right/double/middle |
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| drag | ✅ | ✅ `drag` | ✅ | |
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| scroll | ✅ | ✅ `scroll` | ✅ | |
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| **Keyboard Control** | PyAutoGUI | SendKeys/P/Invoke | ✅ FULL | |
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| type text | ✅ | ✅ `type` | ✅ | |
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| key press | ✅ | ✅ `key` | ✅ | Special keys supported |
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| hotkey combos | ✅ | ✅ `hotkey` | ✅ | CTRL+C, ALT+TAB, etc |
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| keydown/keyup | ✅ | ✅ both | ✅ | For modifiers |
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| **UI Automation** | UIAutomation | UIAutomationClient | ✅ FULL | |
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| find element | ✅ | ✅ `find` | ✅ | By name |
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| find all | ✅ | ✅ `findall` | ✅ | Multiple instances |
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| find by property | ✅ | ✅ `findby` | ✅ | controltype, class, automationid |
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| click element | ✅ | ✅ `uiclick` | ✅ | InvokePattern + fallback |
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| waitfor element | ✅ | ✅ `waitfor` | ✅ | Timeout support |
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| **App Control** | | | ✅ FULL | |
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| list apps/windows | ✅ | ✅ `apps` | ✅ | With position/size |
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| kill process | ✅ | ✅ `kill` | ✅ | By name or title |
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| **Shell Commands** | subprocess | | ⚠️ PARTIAL | Via `/run` in TUI |
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| **Telemetry** | ✅ | ❌ | 🔵 NOT NEEDED | Privacy-focused |
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### 2. Open-Interface (AmberSahdev/Open-Interface)
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| Feature | Open-Interface | OpenQode | Status | Notes |
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|---------|---------------|----------|--------|-------|
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| **Screenshot Capture** | Pillow/pyautogui | System.Drawing | ✅ FULL | |
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| full screen | ✅ | ✅ `screenshot` | ✅ | |
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| region capture | ✅ | ✅ `region` | ✅ | x,y,w,h |
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| **Visual Feedback Loop** | GPT-4V/Gemini | TERMINUS prompt | ⚠️ PARTIAL | See improvements |
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| screenshot → LLM → action | ✅ | ⚠️ prompt-based | ⚠️ | No automatic loop |
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| course correction | ✅ | ❌ | ❌ MISSING | Needs implementation |
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| **OCR** | pytesseract | (stub) | ⚠️ STUB | Needs Tesseract |
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| text recognition | ✅ | Described only | ⚠️ | |
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| **Color Detection** | | | ✅ FULL | |
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| get pixel color | ? | ✅ `color` | ✅ | Hex output |
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| wait for color | ? | ✅ `waitforcolor` | ✅ | With tolerance |
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| **Multi-Monitor** | Limited | Limited | ⚠️ | Primary only |
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### 3. Browser-Use (browser-use/browser-use)
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| Feature | Browser-Use | OpenQode | Status | Notes |
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|---------|-------------|----------|--------|-------|
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| **Browser Launch** | Playwright | Start-Process | ✅ FULL | |
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| open URL | ✅ | ✅ `browse`, `open` | ✅ | Multiple browsers |
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| google search | ✅ | ✅ `googlesearch` | ✅ | Direct URL |
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| **Page Navigation** | Playwright | | ⚠️ PARTIAL | |
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| navigate | ✅ | ✅ `playwright navigate` | ⚠️ | Opens in system browser |
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| **Element Interaction** | Playwright | UIAutomation | ⚠️ DIFFERENT | |
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| click by selector | ✅ CSS/XPath | ⚠️ Name only | ⚠️ | No CSS/XPath |
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| fill form | ✅ | ⚠️ `browsercontrol fill` | ⚠️ | UIAutomation-based |
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| **Content Extraction** | Playwright | | ❌ MISSING | |
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| get page content | ✅ | ❌ | ❌ | Needs Playwright |
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| get element text | ✅ | ❌ | ❌ | |
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| **Persistent Session** | Playwright | ❌ | ❌ MISSING | No CDP/WebSocket |
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| cookies/auth | ✅ | ❌ | ❌ | |
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| **Multi-Tab** | Playwright | ❌ | ❌ MISSING | |
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| **Agent Loop** | Built-in | TUI TERMINUS | ⚠️ PARTIAL | Different architecture |
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---
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## Missing Features & Implementation Suggestions
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### 🔴 Critical Gaps
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1. **Visual Feedback Loop (Open-Interface Style)**
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- **Gap:** No automatic "take screenshot → analyze → act → repeat" loop
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- **Fix:** Implement a `/vision-loop` command that:
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1. Takes screenshot
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2. Sends to vision model (Qwen-VL or GPT-4V)
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3. Parses response for actions
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4. Executes via `input.ps1`
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5. Repeats until goal achieved
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- **Credit:** AmberSahdev/Open-Interface
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2. **Full OCR Support**
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- **Gap:** OCR is a stub in `input.ps1`
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- **Fix:** Integrate Windows 10+ OCR API or Tesseract
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- **Code from:** Windows.Media.Ocr namespace
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3. **Playwright Integration (Real)**
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- **Gap:** `playwright` command just simulates
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- **Fix:** Create `bin/playwright-bridge.js` that:
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1. Launches Chromium with Playwright
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2. Exposes WebSocket for commands
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3. `input.ps1 playwright` calls this bridge
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- **Credit:** browser-use/browser-use
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4. **Content Extraction**
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- **Gap:** Cannot read web page content
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- **Fix:** Use Playwright `page.content()` or clipboard hack
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### 🟡 Enhancement Opportunities
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1. **Course Correction (Open-Interface)**
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- After each action, automatically take screenshot and verify success
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- If UI doesn't match expected state, retry or ask for guidance
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2. **CSS/XPath Selectors (Browser-Use)**
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- Current `findby` only supports Name, ControlType, Class
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- For web: need Playwright or CDP for CSS selectors
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3. **Multi-Tab Browser Control**
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- Use `--remote-debugging-port` to connect via CDP
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- Enable tab switching, new tabs, close tabs
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---
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## Opus 4.5 Improvement Recommendations
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### 1. **Natural Language → Action Translation**
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Current TERMINUS prompt is complex. Simplify with:
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```javascript
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// Decision Tree in handleSubmit
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if (isComputerUseRequest) {
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// Skip AI interpretation, directly map to actions
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const actionMap = {
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'click start': 'input.ps1 key LWIN',
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'open chrome': 'input.ps1 open chrome.exe',
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'google X': 'input.ps1 googlesearch X'
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};
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// Execute immediately without LLM call for simple requests
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}
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```
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### 2. **Action Confirmation UI**
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Add visual feedback in TUI when executing:
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```
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🖱️ Executing: uiclick "Start"
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⏳ Waiting for element...
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✅ Clicked at (45, 1050)
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```
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### 3. **Streaming Action Execution**
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Instead of generating all commands then executing, stream:
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1. AI generates first command
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2. TUI executes immediately
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3. AI generates next based on result
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4. Repeat
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### 4. **Safety Sandbox**
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Add `/sandbox` mode that:
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- Shows preview of actions before execution
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- Requires confirmation for system-level changes
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- Logs all actions for audit
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### 5. **Vision Model Integration**
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```javascript
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// In agent-prompt.mjs, add:
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if (activeSkill?.id === 'win-vision') {
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// Attach screenshot to next API call
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const screenshot = await captureScreen();
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context.visionImage = screenshot;
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}
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```
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---
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## Attribution Requirements
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When committing changes inspired by these projects:
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```
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git commit -m "feat(computer-use): Add visual feedback loop
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Inspired by: AmberSahdev/Open-Interface
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Credit: https://github.com/AmberSahdev/Open-Interface
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License: MIT"
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```
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```
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git commit -m "feat(browser): Add Playwright bridge for web automation
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Inspired by: browser-use/browser-use
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Credit: https://github.com/browser-use/browser-use
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License: MIT"
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```
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---
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## Summary
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| Module | Completeness | Notes |
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|--------|-------------|-------|
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| **Computer Use (Windows-Use)** | ✅ 95% | Full parity |
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| **Computer Vision (Open-Interface)** | ⚠️ 60% | Missing feedback loop, OCR |
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| **Browser Use (browser-use)** | ⚠️ 50% | Missing Playwright, content extraction |
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| **Server Management** | ✅ 90% | Via PowerShell skills |
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**Overall: 75% Feature Parity** with room for improvement in visual automation and browser control.
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