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Argus: Open-source AI coding assistant with built-in code review

Argus, an open-source AI coding assistant, was released featuring a four-role architecture (PM, SE, AP, C) that autonomously executes coding tasks with built-in code review and approval. The tool uses a unified core with shared memory and role-based prompt switching to ensure code quality through a five-phase workflow including independent final approval.

read10 min publishedJun 14, 2026

Argus: The AI coding assistant with PM/SE/AP/C roles – never gets stuck, never forgets.

Vibe Coding Platform β€” A desktop coding assistant powered by a four-role AI Agent architecture (PM / SE / AP / C) that understands your intent and executes coding tasks autonomously, with a built-in independent approver to ensure code quality.

One Core, Multiple Roles

Argus features a unified core architecture with shared memory and role-based prompt switching:

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                    Argus V2 Core                            β”‚
β”‚                                                             β”‚
β”‚  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”   β”‚
β”‚  β”‚              ArgusCore (Unified Brain)               β”‚   β”‚
β”‚  β”‚                                                      β”‚   β”‚
β”‚  β”‚   SharedMemory ← Full-context visibility             β”‚   β”‚
β”‚  β”‚      β”œβ”€β”€ user: "Create hello.go"                     β”‚   β”‚
β”‚  β”‚      β”œβ”€β”€ pm: "This is a coding task"                 β”‚   β”‚
β”‚  β”‚      β”œβ”€β”€ se: "write_file + exec"                     β”‚   β”‚
β”‚  β”‚      └── ap: "Approved"                              β”‚   β”‚
β”‚  β”‚                                                      β”‚   β”‚
β”‚  β”‚   PromptKit (Role Switching)                          β”‚   β”‚
β”‚  β”‚      β”œβ”€β”€ PM Hat: Analyze requirements                β”‚   β”‚
β”‚  β”‚      β”œβ”€β”€ SE Hat: Generate & execute code             β”‚   β”‚
β”‚  β”‚      └── AP Hat: Review & approve results            β”‚   β”‚
β”‚  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜   β”‚
β”‚                            ↓                              β”‚
β”‚  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”  β”‚
β”‚  β”‚  Executor (Hands) β”‚    β”‚  CMonitor (Watchdog)         β”‚  β”‚
β”‚  β”‚                  β”‚    β”‚                              β”‚  β”‚
β”‚  β”‚  write_file      β”‚    β”‚  - Timeout detection          β”‚  β”‚
β”‚  β”‚  exec            β”‚    β”‚  - Hang recovery              β”‚  β”‚
β”‚  β”‚  read            β”‚    β”‚  - Idle alerts                β”‚  β”‚
β”‚  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜  β”‚
β”‚                                                             β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Complete Pipeline: USR Input β†’ PM Analysis β†’ SE Execution β†’ PM Code Review β†’ AP Final Approval (OA)

**5-Phase Workflow:**

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ πŸ‘€ USR β”‚ β”‚ (You - Provide Requirements) β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ Natural Language Input β–Ό β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ 🎯 PM β”‚ β”‚ Phase 1: Analyze Requirements β”‚ β”‚ β€’ Understands your requirements β”‚ β”‚ β€’ Breaks down tasks & plans execution β”‚ β”‚ β€’ Communicates plan with you β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ Task Assignment β–Ό β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ πŸ’» SE β”‚ β”‚ Phase 2: Execute Code β”‚ β”‚ β€’ Generates code β”‚ β”‚ β€’ Writes/edits files β”‚ β”‚ β€’ Executes commands β”‚ β”‚ β€’ Self-testing verification β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ SE Complete β†’ Handover to PM β–Ό β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ 🎯 PM β”‚ β”‚ Phase 3: Code Review (Second PM Pass) β”‚ β”‚ β€’ Reviews SE's work output β”‚ β”‚ β€’ Uses tools to verify correctness β”‚ β”‚ β€’ Approves or requests fixes β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ PM Review Passed β–Ό β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ πŸ” AP β”‚ β”‚ Phase 4: Final Approval (OA) β”‚ β”‚ β€’ Independent Code Review (uninfluenced) β”‚ β”‚ β€’ QA Verification (runs compile/test) β”‚ β”‚ β€’ Veto Power (AP says no β†’ task not done) β”‚ β”‚ β€’ Up to 3 rounds of tool calls β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β–² β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ πŸ“Š C β”‚ β”‚ (Background Monitor) β”‚ β”‚ β€’ Monitors PM/SE health status β”‚ β”‚ β€’ Detects Git changes + auto-commit β”‚ β”‚ β€’ Identifies stalls and alerts β”‚ β”‚ β€’ PMβ†’AP handover timeout fallback β”‚ β”‚ β€’ Read-only β€” never acts autonomously β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

| Role | Prefix | Intelligence | Responsibility |
|------|--------|-------------|----------------|
| **πŸ‘€ USR** | `USR` | Human | Provides requirements, makes decisions |
| **🎯 PM** | `PM` | AI (LLM) | Task planning, routing, quality control |
| **πŸ’» SE** | `SE` | AI (LLM) | Code generation, file operations, command execution |
| **πŸ” AP** | `AP` | AI (LLM) | Independent approval, QA verification, veto power |
| **πŸ“Š C** | `Sys_C` | Mechanical | Health monitoring, change detection, handover fallback |

---

## πŸ”₯ Core Features

### βœ… Implemented Capabilities

#### 1️⃣ Four-Role AI Collaboration (Unique)
- **Natural language interaction**: Chat with PM in Chinese/English; PM automatically breaks down tasks for SE
- **@mention routing**: Use `@PM`, `@SE`, `@AP` to direct messages to specific agents
- **Triple quality assurance**:
  - PM Code Review (mandatory review of SE output, verified with tools)
  - AP Independent Approval (uninfluenced by PM, personally runs compile/test)
  - SE Self-test Verification (must pass before submission)
- **AP Veto Power**: If AP rejects, the task cannot be closed β€” SE must rework

#### 2️⃣ SSE Streaming Output
- **Real-time visibility into AI thinking process**: Token-by-token display
- **Event-driven push**: pm_started β†’ se_started β†’ writing_file β†’ executing β†’ done
- **Heartbeat keep-alive mechanism**: Automatic disconnect recovery

#### 3️⃣ Complete Task Lifecycle Management
- **Four-state state machine**: idle β†’ running β†’ done β†’ approved
- **Anti-infinite-loop mechanism**: PM review max 10 rounds, SE execution threshold
- **Crash recovery system**: SQLite persistence + task memory recovery

#### 4️⃣ Robust Stability Assurance
- **Rate limiting & circuit breaker protection**: Prevents API overload and cascading failures
- **C monitoring system**: 30s health checks, Git change detection, progressive timeouts, handover fallback
- **Path security sandbox**: File operations restricted to working directory

#### 5️⃣ Rich Integration Capabilities
- **Multi-model support**: OpenAI-compatible API (Qwen, DeepSeek, GLM, GPT, Claude, etc.)
- **Multi-config management**: Switch API providers anytime
- **IM multi-channel integration**: DingTalk (bidirectional, Stream mode), Enterprise WeChat/Feishu (interface reserved)
- **Git integration**: View changes, manual commits, SE output verification

#### 6️⃣ User Experience
- **Modern GUI**: Wails desktop app (no CLI/TUI)
- **Role-differentiated display**: Color-coded messages (USR/PM/SE/Sys_C/Sys_SE)
- **Monaco editor**: VS Code's editor with syntax highlighting
- **Embedded terminal**: xterm.js terminal
- **File tree browser**: Sidebar project navigation
- **Draggable windows**: Freely arrange panels
- **Internationalization**: Chinese/English interface
- **Multi-level notifications**: Silent / Popup / Emergency (IM push)
- **Dark theme**

#### 7️⃣ Security & Permission Control
- **Three-tier decision authority**: Auto / Ask / Block
- **IM switch guard**: No accidental messages
- **Message deduplication**: Frontend + backend filtering
- **Auto-backup**: Before file modification, backup to `.argus/backups/`
- **Global panic recovery**: Goroutine panic protection

---

## πŸš€ Quick Start

### Download Pre-built Binary (Recommended)

For the quickest experience, download the latest `argus-desktop.exe` from the [Releases](https://github.com/ArgusTek/argus/releases) page. No build required β€” just run the exe.

### Build from Source

#### Prerequisites

- **Go** 1.22+
- **Node.js** 18+
- **Wails CLI**: `go install github.com/wailsapp/wails/v2/cmd/wails@latest`
- **OS**: Windows (primary; macOS/Linux builds may work but are untested)

``` bash
go version        # go1.22.0+
node --version    # v18.0.0+
wails doctor      # should pass all checks
build.bat
git clone https://github.com/ArgusTek/argus.git
cd argus

cd frontend && npm install && cd ..


cd frontend && npm run build && cd ..

wails build

./build/bin/argus-desktop.exe

⚠️ After modifying frontend code, you must runnpm run build

first, thenwails build

.

Configure in the app Settings panel, or copy and edit the template:

cp config/config.example.json config/config.json
{
  "apiConfigs": [
    {
      "id": "1",
      "name": "Qwen Turbo",
      "provider": "qwen",
      "baseUrl": "https://dashscope.aliyuncs.com/compatible-mode/v1",
      "apiKey": "sk-your-api-key-here",
      "modelName": "qwen-turbo",
      "isDefault": true
    }
  ]
}

See config/config.example.json

for the full configuration template.

Settings β†’ IM Integration, or copy and edit:

cp config/dingtalk.example.json config/dingtalk.json
{
  "enabled": true,
  "clientId": "your-dingtalk-app-client-id",
  "clientSecret": "your-dingtalk-app-client-secret"
}

See config/dingtalk.example.json

for the full template.

Input Example Effect
Help me write a Hello World
Send to PM (default), PM analyzes then assigns to SE for execution
@PM analyze this project's architecture
Explicitly send to PM
@SE fix the bug at line 20 in main.go
Directly ask SE to execute fix task
@AP review the current changes
Request AP to perform independent review
Shortcut Action
Ctrl+Enter
Send message
Ctrl+L
Clear chat history
Ctrl+S
Save current file
Esc
Stop current task
πŸ‘€ User: Create a Go REST API
   ↓
🎯 PM: I'll break this down:
     1. Create main.go with HTTP server framework
     2. Add /health endpoint
     3. Add /api/users endpoint
     @SE please start with task 1
   ↓
πŸ’» SE: [Creates main.go, writes HTTP server code]
     @PM Task 1 complete, file created
   ↓
🎯 PM: [Reviews main.go using read_file/exec tools] βœ“ Passed
     @SE please continue with task 2
   ↓
πŸ’» SE: [Adds /health endpoint]
     @PM Task 2 complete
   ↓
🎯 PM: [Reviews again] βœ“ All passed
     @AP Task verified, please perform final quality approval
   ↓
πŸ” AP: [Independent Code Review + runs compile/test]
     βœ… Project approved
   ↓
πŸ‘€ User: Received completion notification! REST API is ready

πŸ“ Project Structure (click to expand)

argus/
β”œβ”€β”€ main.go                  # Wails application entry point
β”œβ”€β”€ app.go                   # Core business logic & API bindings
β”œβ”€β”€ terminal.go              # Terminal management
β”œβ”€β”€ http_server.go           # HTTP API server
β”œβ”€β”€ wails.json               # Wails configuration
β”œβ”€β”€ build.bat                # One-click build script
β”œβ”€β”€ go.mod / go.sum          # Go dependencies
β”‚
β”œβ”€β”€ cmd/                     # CLI tools (testing/debugging)
β”‚   β”œβ”€β”€ argus/               # Main launcher
β”‚   β”œβ”€β”€ pm/                  # Standalone PM test
β”‚   β”œβ”€β”€ se/                  # Standalone SE test
β”‚   └── test/                # Integration tests
β”‚
β”œβ”€β”€ config/                  # Configuration files
β”‚   β”œβ”€β”€ config.example.json  # API configuration template
β”‚   └── dingtalk.example.json # DingTalk configuration template
β”‚
β”œβ”€β”€ internal/
β”‚   β”œβ”€β”€ ai/                  # AI client & prompts
β”‚   β”‚   β”œβ”€β”€ client.go        # OpenAI-compatible API client
β”‚   β”‚   β”œβ”€β”€ pm_prompt.go     # PM system prompt & processor
β”‚   β”‚   β”œβ”€β”€ se_prompt.go     # SE system prompt & processor
β”‚   β”‚   β”œβ”€β”€ se_prompt_test.go # SE prompt tests
β”‚   β”‚   └── ap_prompt.go     # AP approval prompt & processor
β”‚   β”œβ”€β”€ chat/                # Chat management
β”‚   β”‚   β”œβ”€β”€ manager.go       # Unified ChatManager (PM/SE/AP/C orchestration)
β”‚   β”‚   β”œβ”€β”€ router.go        # @mention message router
β”‚   β”‚   β”œβ”€β”€ sse_bridge.go    # SSE streaming bridge
β”‚   β”‚   └── sse_bridge_test.go # SSE bridge tests
β”‚   β”œβ”€β”€ monitor/             # Background monitoring
β”‚   β”‚   └── c_monitor.go     # C monitor (health, git, alerts, handover fallback)
β”‚   β”œβ”€β”€ memory/              # Memory & context system
β”‚   β”‚   β”œβ”€β”€ manager.go       # SQLite-backed memory store
β”‚   β”‚   β”œβ”€β”€ compressor.go    # Context compression
β”‚   β”‚   β”œβ”€β”€ context.go       # Context builder
β”‚   β”‚   β”œβ”€β”€ session.go       # Session management
β”‚   β”‚   └── working.go       # Working memory
β”‚   β”œβ”€β”€ executor/            # Command executor
β”‚   β”‚   └── executor.go      # Secure command execution with sandboxing
β”‚   β”œβ”€β”€ pm/                  # PM executor
β”‚   β”‚   └── executor.go      # Task management
β”‚   β”œβ”€β”€ se/                  # SE executor
β”‚   β”‚   └── executor.go      # Code generation & file operations
β”‚   β”œβ”€β”€ board/               # Task board (Kanban)
β”‚   β”‚   └── board.go         # Board state management
β”‚   β”œβ”€β”€ dingtalk/            # DingTalk integration
β”‚   β”‚   β”œβ”€β”€ dingtalk.go      # Bot client
β”‚   β”‚   └── stream.go        # Stream mode handler
β”‚   β”œβ”€β”€ limiter/             # Rate limiting & safety
β”‚   β”‚   β”œβ”€β”€ ratelimit.go     # API rate limiter
β”‚   β”‚   β”œβ”€β”€ circuit_breaker.go # Circuit breaker
β”‚   β”‚   └── logger.go        # Request logger
β”‚   β”œβ”€β”€ git/                 # Git operations
β”‚   β”‚   └── git.go           # Git integration (status, diff, commit)
β”‚   β”œβ”€β”€ i18n/                # Internationalization
β”‚   β”‚   └── i18n.go          # Locale management
β”‚   └── types/               # Shared type definitions
β”‚       └── types.go
β”‚
β”œβ”€β”€ frontend/                # Vue 3 frontend
β”‚   β”œβ”€β”€ src/
β”‚   β”‚   β”œβ”€β”€ App.vue          # Root component
β”‚   β”‚   β”œβ”€β”€ main.ts          # Vue entry point
β”‚   β”‚   β”œβ”€β”€ style.css        # Global styles
β”‚   β”‚   β”œβ”€β”€ components/      # UI components
β”‚   β”‚   β”‚   β”œβ”€β”€ ChatPanel.vue      # Chat interface
β”‚   β”‚   β”‚   β”œβ”€β”€ EditorArea.vue     # Monaco editor
β”‚   β”‚   β”‚   β”œβ”€β”€ FileTreeWindow.vue # File browser
β”‚   β”‚   β”‚   β”œβ”€β”€ TerminalWindow.vue # xterm.js terminal
β”‚   β”‚   β”‚   β”œβ”€β”€ GitWindow.vue      # Git status panel
β”‚   β”‚   β”‚   β”œβ”€β”€ SettingsDialog.vue # Settings modal
β”‚   β”‚   β”‚   β”œβ”€β”€ StatusBar.vue      # Bottom status bar
β”‚   β”‚   β”‚   └── ...                # 22+ components
β”‚   β”‚   └── composables/
β”‚   β”‚       └── useDraggable.ts    # Drag & drop
β”‚   β”œβ”€β”€ wailsjs/             # Auto-generated Wails bindings
β”‚   β”œβ”€β”€ package.json
β”‚   └── vite.config.ts
β”‚
└── build/                   # Build output (gitignored)
    └── bin/
        └── argus-desktop.exe

Windows only(macOS/Linux builds possible but untested)** Test coverage**: low, mostly manual testing** Solo project**: one maintainer, so response time varies

Discussions:https://github.com/ArgusTek/Argus/discussionsβ€” Q&A, ideas, chat** Issues**:https://github.com/ArgusTek/Argus/issuesβ€” bug reports, feature requests

We welcome all forms of contribution! Whether it's code, documentation, bug reports, or feature suggestions.

  • Fork this repository
  • Create a feature branch ( git checkout -b feature/amazing-feature

) - Commit your changes ( git commit -m 'Add amazing feature'

) - Push to the branch ( git push origin feature/amazing-feature

) - Create a Pull Request

  • Check Good First Issuefor beginner-friendly tasks - Feel free to open an issue for any bug report or feature request

This project is licensed under the MIT License - see the LICENSE file for details.

Built with ❀️ by a solo developer

One actor, multiple roles, brilliant performance

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