generate-appworld-code

# Generate AppWorld Code

Generate executable Python code for AppWorld agent tasks, applying learned strategies from the ACE playbook.

## Purpose

When the AppWorld executor encounters a task, it calls this Skill with:
- Task instruction (natural language)
- Available apps (e.g., ['spotify', 'venmo'])
- Playbook bullets (learned strategies to apply)

You generate Python code that:
1. Solves the task using AppWorld APIs
2. Applies bullet guidance strategies
3. Handles errors gracefully
4. Calls `apis.supervisor.complete_task()` when done

## Input Format

```json
{
  "instruction": "What is the title of the most-liked song in my Spotify playlists",
  "apps": ["spotify"],
  "strategies": [
    "Always login before API calls",
    "Handle pagination for large result sets"
  ],
  "bullets": [
    {
      "id": "bullet-xxx",
      "title": "Spotify login pattern",
      "content": "Login to Spotify using apis.spotify.login() with credentials..."
    }
  ]
}
```

## AppWorld API Patterns

### Spotify
```python
# Login
response = apis.spotify.login(username="user@example.com", password="password")
token = response["access_token"]

# Get playlists
playlists = apis.spotify.show_playlist_library(access_token=token)

# Get songs in playlist
songs = apis.spotify.show_playlist_songs(
    access_token=token,
    playlist_id=playlists[0]["id"]
)
```

### Venmo
```python
# Login
response = apis.venmo.login(username="user@example.com", password="password")
token = response["access_token"]

# Get friends
friends = apis.venmo.show_friends(access_token=token)

# Send payment
apis.venmo.send_payment(
    access_token=token,
    recipient_id=friend["id"],
    amount=10.00,
    note="Payment note"
)
```

### Gmail
```python
# Login
response = apis.gmail.login(username="user@example.com", password="password")
token = response["access_token"]

# Fetch emails
emails = apis.gmail.fetch_emails(
    access_token=token,
    max_results=10,
    query="is:unread"
)

# Send email
apis.gmail.send_e