turix-mac

# TuriX-Mac Skill

This skill allows Clawdbot to control the macOS desktop visually using the TuriX Computer Use Agent.

## When to Use

- When asked to perform actions on the Mac desktop (e.g., "Open Spotify and play my liked songs").
- When navigating applications that lack command-line interfaces.
- For multi-step visual workflows (e.g., "Find the latest invoice in my email and upload it to the company portal").
- When you need the agent to plan, reason, and execute complex tasks autonomously.

## Key Features

### 🤖 Multi-Model Architecture
TuriX uses a sophisticated multi-model system:
- **Brain**: Understands the task and generates step-by-step plans
- **Actor**: Executes precise UI actions based on visual understanding
- **Planner**: Coordinates high-level task decomposition (when `use_plan: true`)
- **Memory**: Maintains context across task steps

### 📋 Skills System
Skills are markdown playbooks that guide the agent for specific domains:
- `github-web-actions`: GitHub navigation, repo search, starring
- `browser-tasks`: General web browser operations
- Custom skills can be added to the `skills/` directory

### 🔄 Resume Capability
The agent can resume interrupted tasks by setting a stable `agent_id`.

## Running TuriX

### Basic Task
```bash
skills/local/turix-mac/scripts/run_turix.sh "Open Chrome and go to github.com"
```

### Resume Interrupted Task
```bash
skills/local/turix-mac/scripts/run_turix.sh --resume my-task-001
```

> ✅ **Note**: `run_turix.sh` updates `examples/config.json` for you (task, resume, `use_plan`, `use_skills`). If you want to keep a hand-edited config, skip passing a task and edit `examples/config.json` directly.


### Tips for Effective Tasks

**✅ Good Examples:**
- "Open Safari, go to google.com, search for 'TuriX AI', and click the first result"
- "Open System Settings, click on Dark Mode, then return to System Settings"
- "Open Finder, navigate to Documents, and create a new folder named 'Project X'"

**❌ Avoid:**
- Vague instructions: "Help me" or "Fix this"
- Impossible actions: "Delete all files"
- Tasks requiring system-level permissions without warning

**💡 Best Practices:**
1. Be specific about the target application
2. Break complex tasks into clear steps, but do not mention the precise coordinates on the screen.

## Hotkeys

- **Force Stop**: `Cmd+Shift+2` - Immediately stops the agent

## Monitoring & Logs

Logs are saved to `.turix_tmp/logging.log` in the project directory. Check this for:
- Step-by-step execution details
- LLM interactions and reasoning
- Errors and recovery attempts

## Important Notes

### How TuriX Runs
- TuriX can be started via clawdbot `exec` with `pty:true` mode
- The first launch takes 2-5 minutes to load all AI models (Brain, Actor, Planner, Memory)
- Background output is buffered - you won't see live progress until task completes or stops

### Before Running
**Always set PATH first:**
```bash
export PATH="/usr/sbin:$PATH"
cd your_dir/TuriX-CUA
/opt/anaconda3/envs/turix_env/bin/python examples/main.py
```

**Why?** The `screencapture` tool is located at `/usr/sbin/screencapture`, which is not in the default PATH.

### Checking if TuriX is Running
```bash
# Check process
ps aux | grep "python.*main" | grep -v grep

# Should show something like:
# user  57425  0.0  2.4 412396704 600496 s143  Ss+  5:56PM   0:04.76 /opt/anaconda3/envs/turix_env/bin/python examples/main.py
```

**Note:** The `.turix_tmp` directory may not be created until TuriX starts executing steps.

## Troubleshooting

### Common Issues

| Error | Solution |
|-------|----------|
| `NoneType has no attribute 'save'` | Screen recording permission missing. Grant in System Settings and restart Terminal. |
| `Screen recording access denied` | Run: `osascript -e 'tell application "Safari" to do JavaScript "alert(1)"'` and click Allow |
| `Conda environment not found` | Ensure `turix_env` exists: `conda create -n turix_env python=3.12` |
| Module import errors | Activate environment: `conda activate turix_env` then `pip install -r requirements.txt` |
| Permission errors for keyboard listener | Add Terminal/IDE to **Accessibility** permissions |

### Debug Mode

Logs include DEBUG level by default. Check:
```bash
tail -f your_dir/TuriX-CUA/.turix_tmp/logging.log
```

## Architecture

```
User Request
     ↓
[Clawdbot] → [TuriX Skill] → [run_turix.sh] → [TuriX Agent]
                                              ↓
                    ┌─────────────────────────┼─────────────────────────┐
                    ↓                         ↓                         ↓
               [Planner]                 [Brain]                  [Memory]
                    ↓                         ↓                         ↓
                                         [Actor] ───→ [Controller] ───→ [macOS UI]
```

## Skill System Details

Skills are markdown files with YAML frontmatter in the `skills/` directory:

```md
---
name: skill-name
description: When to use this skill
---
# Skill Instructions
High-level workflow like: Open Safari,then go to Google.
```

The Planner selects relevant skills based on name/description; the Brain uses full content for step guidance.

## Advanced Options

| Option | Description |
|--------|-------------|
| `use_plan: true` | Enable planning for complex tasks |
| `use_skills: true` | Enable skill selection |
| `resume: true` | Resume from previous interruption |
| `max_steps: N` | Limit total steps (default: 100) |
| `max_actions_per_step: N` | Actions per step (default: 5) |
| `force_stop_hotkey` | Custom hotkey to stop agent |

---

## TuriX Skills System

TuriX supports **Skills**: markdown playbooks that help the agent behave more reliably in specific domains.

### 1. Built-in Skills

| Skill | Use |
|-------|-----|
| `github-web-actions` | GitHub web actions (search repos, star, etc.) |

### 2. Create a Custom Skill

Create a `.md` file in the TuriX project's `skills/` directory:

```md
---
name: my-custom-skill
description: When perform