Release v1.01 Enhanced: Vi Control, TUI Gen5, Core Stability
This commit is contained in:
355
docs/GOOSE_SUPER_ANALYSIS.md
Normal file
355
docs/GOOSE_SUPER_ANALYSIS.md
Normal file
@@ -0,0 +1,355 @@
|
||||
# Goose Super - Current State Analysis & Enhancement Plan
|
||||
|
||||
## Executive Summary
|
||||
|
||||
**Goose Super** is currently a functional Electron-based AI coding assistant that combines Qwen LLM with basic computer automation. However, to achieve the vision of a **noob-proof, all-in-one AI coding environment** (like Lovable but with full computer control), significant enhancements are needed.
|
||||
|
||||
---
|
||||
|
||||
## Current State Assessment
|
||||
|
||||
### ✅ What Works Today
|
||||
|
||||
| Feature | Status | File |
|
||||
|---------|--------|------|
|
||||
| **Qwen LLM Integration** | ✅ Working | `bin/qwen-bridge.mjs`, `bin/goose-launch.mjs` |
|
||||
| **Electron GUI** | ✅ Working | `bin/goose-electron-app/main.cjs` |
|
||||
| **Chat Interface** | ✅ Working | `bin/goose-electron-app/renderer.js` (1970 lines) |
|
||||
| **Screenshots** | ✅ Working | `computer-use.cjs` - PowerShell capture |
|
||||
| **Mouse Click** | ✅ Working | PowerShell mouse_event simulation |
|
||||
| **Keyboard Input** | ✅ Working | SendKeys via PowerShell |
|
||||
| **Key Combinations** | ✅ Working | Ctrl+C, Alt+Tab, etc. |
|
||||
| **Shell Commands** | ✅ Working | `exec()` with timeout |
|
||||
| **Window Listing** | ✅ Working | Get-Process filtering |
|
||||
| **Window Focus** | ✅ Working | SetForegroundWindow via WinAPI |
|
||||
| **App Opening** | ✅ Working | Common apps mapped |
|
||||
| **Preview Panel** | ✅ Working | Webview for HTML preview |
|
||||
| **Playwright Bridge** | ⚠️ Basic | `playwright-bridge.js` - navigate/click/type |
|
||||
| **AI Suggestions** | ✅ Working | Pre-defined prompt cards |
|
||||
| **Terminal Panel** | ✅ Working | Command execution UI |
|
||||
|
||||
### ❌ What's Missing (vs. Goal)
|
||||
|
||||
| Gap | Impact | Priority |
|
||||
|-----|--------|----------|
|
||||
| **No Vision/OCR Element Finding** | Can't "see" and click buttons by name | 🔴 CRITICAL |
|
||||
| **No Self-Correction Loop** | Doesn't verify if actions worked | 🔴 CRITICAL |
|
||||
| **No Vibe Coding Flow** | Can't create/preview apps like Lovable | 🔴 CRITICAL |
|
||||
| **No Project/File Management** | No file tree, save/load projects | 🟠 HIGH |
|
||||
| **No Embedded IDE** | No Monaco editor, syntax highlighting | 🟠 HIGH |
|
||||
| **No Server/SSH Management** | Can't deploy/manage remote servers | 🟡 MEDIUM |
|
||||
| **No Git Integration** | Can't commit/push/pull | 🟡 MEDIUM |
|
||||
| **Browser Automation is Surface-Level** | No DOM inspection, smart selectors | 🟡 MEDIUM |
|
||||
| **No Memory/Context Persistence** | Forgets between sessions | 🟡 MEDIUM |
|
||||
|
||||
---
|
||||
|
||||
## Reference Implementations Deep-Dive
|
||||
|
||||
### 1. Windows-Use (CursorTouch)
|
||||
**Best for: Desktop automation without computer vision**
|
||||
|
||||
```
|
||||
windows_use/
|
||||
├── agent/ # Agent orchestration
|
||||
├── llms/ # LLM providers (Ollama, Google, etc.)
|
||||
├── messages/ # Conversation handling
|
||||
├── tool/ # Tool definitions
|
||||
└── telemetry/ # Analytics
|
||||
```
|
||||
|
||||
**Key Innovations:**
|
||||
- Uses **UIAutomation** (Windows Accessibility API) to find elements by name/role
|
||||
- **PyAutoGUI** for mouse/keyboard (more reliable than raw SendKeys)
|
||||
- Works with **any LLM** (Qwen, Gemini, Ollama) - not tied to specific models
|
||||
- **Grounding** - Shows how it "sees" the screen with labeled elements
|
||||
|
||||
**What to Take:**
|
||||
- UIAutomation for element discovery (instead of blind x,y clicking)
|
||||
- Agent loop pattern with tool execution
|
||||
- LLM abstraction layer
|
||||
|
||||
---
|
||||
|
||||
### 2. Browser-Use
|
||||
**Best for: Comprehensive web automation**
|
||||
|
||||
```
|
||||
browser_use/
|
||||
├── actor/ # Action execution
|
||||
├── agent/ # Agent service
|
||||
├── browser/ # Playwright wrapper
|
||||
├── code_use/ # Code execution sandbox
|
||||
├── controller/ # Action controller
|
||||
├── dom/ # DOM manipulation & analysis
|
||||
├── filesystem/ # File operations
|
||||
├── llm/ # LLM integrations
|
||||
├── mcp/ # Model Context Protocol
|
||||
├── sandbox/ # Safe execution environment
|
||||
├── skills/ # Reusable action patterns
|
||||
└── tools/ # Custom tool definitions
|
||||
```
|
||||
|
||||
**Key Innovations:**
|
||||
- **Smart DOM analysis** - extracts meaningful selectors
|
||||
- **Multi-tab support** with session persistence
|
||||
- **Custom tools API** - `@tools.action(description='...')`
|
||||
- **Sandbox execution** for safe code running
|
||||
- **Cloud deployment** option
|
||||
- **Form filling with validation**
|
||||
- **CAPTCHA handling** (via stealth browsers)
|
||||
|
||||
**What to Take:**
|
||||
- DOM extraction and smart selector logic
|
||||
- Tools/actions decorator pattern
|
||||
- Multi-tab browser session management
|
||||
- Sandbox for safe code execution
|
||||
|
||||
---
|
||||
|
||||
### 3. Open-Interface
|
||||
**Best for: Simple LLM → Screenshot → Execute loop**
|
||||
|
||||
```
|
||||
app/
|
||||
├── core.py # Main orchestration loop
|
||||
├── interpreter.py # Parse LLM responses
|
||||
├── llm.py # LLM communication
|
||||
├── ui.py # Tkinter UI (18KB)
|
||||
└── utils/ # Helpers
|
||||
```
|
||||
|
||||
**Architecture:**
|
||||
```
|
||||
User Request → Screenshot → LLM → Parse Instructions → Execute → Repeat
|
||||
```
|
||||
|
||||
**Key Innovations:**
|
||||
- **Course-correction** via screenshot feedback loop
|
||||
- **Stop button** + corner detection to interrupt
|
||||
- Simple, understandable architecture
|
||||
- Works across Windows/Mac/Linux
|
||||
|
||||
**What to Take:**
|
||||
- The "screenshot → analyze → execute → verify" loop
|
||||
- Interrupt mechanisms (corner detection)
|
||||
- Cross-platform automation patterns
|
||||
|
||||
---
|
||||
|
||||
### 4. OpenCode TUI (sst/opencode)
|
||||
**Best for: Terminal-based IDE experience**
|
||||
|
||||
```
|
||||
packages/
|
||||
├── core/ # Core logic
|
||||
├── tui/ # Terminal UI (Ink-based)
|
||||
├── lsp/ # Language Server Protocol
|
||||
└── ...
|
||||
```
|
||||
|
||||
**Key Innovations:**
|
||||
- Uses **Bun** for speed
|
||||
- **LSP integration** for code intelligence
|
||||
- **SST** infrastructure for deployment
|
||||
- Beautiful TUI with Ink
|
||||
|
||||
**What to Take:**
|
||||
- LSP integration for code completion/diagnostics
|
||||
- Bun for faster package management
|
||||
- TUI patterns (if we add TUI mode)
|
||||
|
||||
---
|
||||
|
||||
### 5. Mini-Agent (MiniMax)
|
||||
**Best for: Lightweight Python agent framework**
|
||||
|
||||
```
|
||||
mini_agent/
|
||||
├── agent.py # Agent implementation
|
||||
├── tools.py # Tool definitions
|
||||
└── memory.py # Context management
|
||||
```
|
||||
|
||||
**What to Take:**
|
||||
- Memory/context management patterns
|
||||
- Simple agent abstraction
|
||||
|
||||
---
|
||||
|
||||
## Gap Analysis: Current State vs. Noob-Proof Vision
|
||||
|
||||
### 🎯 User Experience Goals
|
||||
|
||||
| Goal | Current | Required |
|
||||
|------|---------|----------|
|
||||
| "Build me a website" | ❌ Can chat, can't create | ✅ One prompt → working preview |
|
||||
| "Click the Settings button" | ⚠️ Blind x,y click | ✅ Find element by name/OCR |
|
||||
| "Deploy this to my server" | ❌ No SSH | ✅ Connect, upload, run commands |
|
||||
| "Open my last project" | ❌ No persistence | ✅ Project save/load |
|
||||
| "Edit this file" | ❌ No editor | ✅ Monaco with syntax highlighting |
|
||||
| "Show me what you see" | ⚠️ Can screenshot | ✅ Annotated vision with element labels |
|
||||
|
||||
---
|
||||
|
||||
## Proposed Architecture
|
||||
|
||||
### Layered Super-Powers
|
||||
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────┐
|
||||
│ GOOSE SUPER UI │
|
||||
│ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌─────────┐ ┌────────┐ │
|
||||
│ │ Chat │ │ Preview │ │ Editor │ │ Browser │ │Terminal│ │
|
||||
│ │ Panel │ │ Panel │ │ Panel │ │ Panel │ │ Panel │ │
|
||||
│ └─────────┴─┴─────────┴─┴─────────┴─┴─────────┴─┴────────┘ │
|
||||
└─────────────────────────────────────────────────────────────┘
|
||||
│
|
||||
┌─────────────────────┼─────────────────────┐
|
||||
▼ ▼ ▼
|
||||
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
|
||||
│ AI BRAIN │ │ EXECUTION │ │ CONTEXT │
|
||||
│ │ │ LAYER │ │ LAYER │
|
||||
│ • Qwen Bridge │ │ • Computer Use│ │ • Memory │
|
||||
│ • Planning │ │ • Browser Use │ │ • Projects │
|
||||
│ • Verification│ │ • Server Mgmt │ │ • Sessions │
|
||||
│ • Correction │ │ • File Ops │ │ • History │
|
||||
└───────────────┘ └───────────────┘ └───────────────┘
|
||||
```
|
||||
|
||||
### Phase-by-Phase Enhancement
|
||||
|
||||
#### Phase 1: Vision & Smart Automation
|
||||
**Make the AI truly "see" and interact reliably**
|
||||
|
||||
1. **Add UIAutomation element discovery** (from Windows-Use)
|
||||
- Find buttons/inputs by name, not x,y
|
||||
- Label screenshot with element overlays
|
||||
|
||||
2. **Implement verification loop** (from Open-Interface)
|
||||
- After each action, screenshot and verify success
|
||||
- Self-correct if needed
|
||||
|
||||
3. **Enhanced computer-use.cjs**
|
||||
- Add `findElement(name)` using UIAutomation
|
||||
- Add `getElementsOnScreen()` for element listing
|
||||
- Add `clickElement(name)` for reliable interaction
|
||||
|
||||
#### Phase 2: Vibe Coding Experience
|
||||
**Create apps from prompts like Lovable**
|
||||
|
||||
1. **Embedded Monaco Editor**
|
||||
- File tree sidebar
|
||||
- Multi-tab editing
|
||||
- Syntax highlighting
|
||||
- Live error detection
|
||||
|
||||
2. **Project System**
|
||||
- Create/save/load projects
|
||||
- Auto-scaffold HTML/CSS/JS
|
||||
- Template library
|
||||
|
||||
3. **Live Preview Enhancement**
|
||||
- Hot reload on file save
|
||||
- Dev server auto-start (Vite integration)
|
||||
- Console output in UI
|
||||
|
||||
#### Phase 3: Full Automation Power
|
||||
**Control everything**
|
||||
|
||||
1. **Server Management**
|
||||
- SSH connection panel
|
||||
- Remote command execution
|
||||
- Log streaming
|
||||
- File upload/download
|
||||
|
||||
2. **Browser Automation**
|
||||
- DOM inspection
|
||||
- Smart element selectors
|
||||
- Multi-tab support
|
||||
- Cookie/auth persistence
|
||||
|
||||
3. **Git Integration**
|
||||
- Clone/commit/push
|
||||
- Branch management
|
||||
- Diff visualization
|
||||
|
||||
#### Phase 4: Noob-Proof Polish
|
||||
**Make it intuitive for anyone**
|
||||
|
||||
1. **Onboarding Wizard**
|
||||
- API key setup
|
||||
- Permissions check
|
||||
- Quick tutorial
|
||||
|
||||
2. **AI Suggestions**
|
||||
- Context-aware suggestions
|
||||
- One-click actions
|
||||
- Visual tutorials
|
||||
|
||||
3. **Error Recovery**
|
||||
- Smart retry
|
||||
- User-friendly error messages
|
||||
- Undo/redo history
|
||||
|
||||
---
|
||||
|
||||
## Technical Debt to Address
|
||||
|
||||
| Issue | Risk | Fix |
|
||||
|-------|------|-----|
|
||||
| PowerShell scripts for automation | Slow, fragile | Use native Node.js (robotjs/nut.js) |
|
||||
| 1970-line renderer.js | Hard to maintain | Modularize into components |
|
||||
| No TypeScript | Type errors | Migrate to TypeScript |
|
||||
| No tests | Regressions | Add jest/playwright tests |
|
||||
| Hardcoded paths | Portability | Use config files |
|
||||
|
||||
---
|
||||
|
||||
## Recommended Priorities
|
||||
|
||||
### 🔴 Immediate (Week 1)
|
||||
1. Add UIAutomation element discovery
|
||||
2. Implement screenshot → verify loop
|
||||
3. Fix any existing bugs in computer-use
|
||||
|
||||
### 🟠 Short-term (Week 2-3)
|
||||
4. Monaco Editor integration
|
||||
5. Project save/load system
|
||||
6. Enhanced preview with hot reload
|
||||
|
||||
### 🟡 Medium-term (Week 4-6)
|
||||
7. SSH/Server management panel
|
||||
8. Git integration
|
||||
9. Browser DOM inspection
|
||||
|
||||
### 🟢 Long-term (Week 7+)
|
||||
10. Onboarding wizard
|
||||
11. AI-driven auto-correction
|
||||
12. Multi-agent support
|
||||
|
||||
---
|
||||
|
||||
## Questions for User
|
||||
|
||||
1. **Which LLMs to support?** Currently Qwen only - add OpenAI/Claude/Ollama?
|
||||
2. **Deployment target?** Windows only or also Mac/Linux?
|
||||
3. **Cloud features?** Should Goose have cloud sync/remote execution?
|
||||
4. **Monetization?** Any commercial plans affecting architecture?
|
||||
5. **Performance priority?** Speed vs. reliability trade-off?
|
||||
|
||||
---
|
||||
|
||||
## Summary
|
||||
|
||||
Goose Super has a solid foundation but needs these critical additions to become "noob-proof":
|
||||
|
||||
1. **Vision** - UIAutomation element discovery (not blind clicking)
|
||||
2. **Verification** - Screenshot → analyze → correct loop
|
||||
3. **IDE** - Monaco editor with project management
|
||||
4. **Server** - SSH/deployment capabilities
|
||||
5. **Polish** - Onboarding, error handling, undo/redo
|
||||
|
||||
The reference repos provide excellent patterns to adopt. Windows-Use gives us UIAutomation. Browser-Use gives us smart DOM handling. Open-Interface gives us the verification loop. OpenCode gives us TUI patterns.
|
||||
|
||||
**Next step recommendation:** Start with Phase 1 (Vision & Smart Automation) as it unblocks all other "noob-proof" features.
|
||||
Reference in New Issue
Block a user