ADD new instructions (#24)

* ADD new instructions

* ADD new instructions

* FIX pre-commit

* FIX pre-commit

cua2-core/src/cua2_core/models/models.py

@@ -400,15 +400,7 @@ class AvailableModelsResponse(BaseModel):
     models: list[str]
 
 
-class GenerateInstructionRequest(BaseModel):
-    """Request model for generating task instruction"""
-
-    model_id: str
-    prompt: Optional[str] = None
-
-
 class GenerateInstructionResponse(BaseModel):
     """Response model for generated task instruction"""
 
     instruction: str
-    model_id: str

cua2-core/src/cua2_core/routes/routes.py

@@ -3,7 +3,6 @@ from datetime import datetime
 # Get services from app state
 from cua2_core.models.models import (
     AvailableModelsResponse,
-    GenerateInstructionRequest,
     GenerateInstructionResponse,
     HealthResponse,
     UpdateStepRequest,
@@ -50,18 +49,11 @@ async def get_available_models():
 
 
 @router.post("/generate-instruction", response_model=GenerateInstructionResponse)
-async def generate_task_instruction(
-    request: GenerateInstructionRequest,
-):
-    """Generate a task instruction using a specified model"""
+async def generate_task_instruction():
+    """Get a random task instruction from the pregenerated pool"""
     try:
-        instruction = InstructionService.generate_instruction(
-            model_id=request.model_id, prompt=request.prompt
-        )
-
-        return GenerateInstructionResponse(
-            instruction=instruction, model_id=request.model_id
-        )
+        instruction = InstructionService.get_random_instruction()
+        return GenerateInstructionResponse(instruction=instruction)
 
     except ValueError as e:
         raise HTTPException(status_code=400, detail=str(e))

cua2-core/src/cua2_core/services/agent_utils/get_model.py

@@ -4,6 +4,7 @@ from smolagents import InferenceClientModel, Model
 AVAILABLE_MODELS = [
     "Qwen/Qwen3-VL-8B-Instruct",
     "Qwen/Qwen3-VL-30B-A3B-Instruct",
+    "Qwen/Qwen3-VL-235B-A22B-Instruct",
 ]
 
 

cua2-core/src/cua2_core/services/agent_utils/instruction_utils/pregenerated_instructions.json

@@ -0,0 +1,328 @@
+[
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, World!' at the beginning of the document, and save it as 'greeting.odt' on the desktop.",
+  "Click the desktop to ensure focus, then open a new mousepad window, type 'Meeting notes: [current date and time]', press Enter, and leave the cursor ready for additional input.",
+  "Open the terminal application on your desktop, then type the command 'ls -la” and press Enter to list all files and directories in the current directory with detailed information.",
+  "List all running processes with their PID, user, and command using: ps aux",
+  "Go to weather.com and search for the current weather conditions in Tokyo, Japan, including temperature, humidity, and chance of precipitation.",
+  "Automate the process of moving all .txt files from the Downloads folder to a newly created 'TextFiles” folder on the desktop using a single script or command in the terminal.",
+  "List the current date and time in UTC.",
+  "Open mousepad, type 'Task Note: [your note here]', save as 'notes.txt' on Desktop, then close mousepad.",
+  "Create a new directory named 'Automation_Tasks' in your home directory, then inside it create three subdirectories: 'Logs', 'Backups', and 'Scripts'.",
+  "Visit amazon.com and search for 'wireless earbuds under $50”, then sort results by 'Price: Low to High” and click the first product link.",
+  "Create a new text file named 'notes.txt' on the desktop, then open it and type: 'Task completed. System clean. No prior configs.' Save and close the file.",
+  "Open the mousepad application, type 'Meeting notes: Discuss project timeline and budget,' then save the file as 'meeting_notes.txt' on the desktop.",
+  "Click and drag to select the text 'Hello World” on the desktop, then right-click and choose 'Copy” from the context menu.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, automation world!', save it as 'greeting.odt' on the desktop, then close LibreOffice.",
+  "Create a new directory named 'Automated_Tasks' in the user's home directory.",
+  "Visit weather.com and check the 10-day forecast for New York City.",
+  "Navigate to https://www.weather.com and search for the current weather in New York City by entering 'New York City' into the search bar and pressing Enter.",
+  "Automate the process of moving all .txt files from the Downloads folder to a newly created 'TextFiles” folder on the desktop.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, world!', and save it as 'greeting.odt' on the desktop.",
+  "Automatically create a new text file named 'Note_YYYYMMDD_HHMMSS.txt' on the desktop with the current date and time as its content.",
+  "Go to https://www.weather.com and check the 10-day forecast for New York City.",
+  "Open a new terminal window, create a directory named 'temp_automation”, navigate into it, create an empty file named 'test.txt', and then display the contents of the current directory.",
+  "Navigate to weather.com and search for the current weather conditions in Tokyo, Japan by entering 'Tokyo” into the search bar and selecting the correct location from the dropdown results.",
+  "List all files and directories in the current working directory, including hidden ones, sorted by modification time with the most recent first.",
+  "Open LibreOffice Writer, create a new blank document, type the text 'Hello, this is a test document.', and save it as 'test_document.odt' on the desktop.",
+  "Create a new directory named 'project_temp' in the current working directory.",
+  "Open your terminal application and execute the command to list all files and directories in the current directory, including hidden ones, in a detailed format.",
+  "Create a new directory named 'Automation_Tasks” on the desktop, then inside it, create three empty files named 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "Create a new directory named 'automation_backup' in your home directory, then create an empty text file named 'log.txt' inside it.",
+  "Open the terminal application on your desktop, type the command `ls -la` to list all files and directories in the current directory with detailed information, then press Enter to execute it.",
+  "Open a blank text document and take notes about your current task using the mousepad, then save the document as 'TaskNotes.txt' on the desktop.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, this is an automated test document.', save it as 'automated_test.odt' on the desktop, then close LibreOffice Writer.",
+  "Open mousepad, type 'Meeting Notes: Project X - Discuss timeline and deliverables', save the file as 'meeting_notes.txt' on the desktop, then close mousepad.",
+  "Open LibreOffice Writer, create a new blank document, type the text: 'Automated Task Completed Successfully.', save it as 'Automation_Report.odt' on the desktop, and then close the application.",
+  "Create a new text file named 'Notes.txt' on the desktop, then open it in mousepad and type: 'Mousepad Notes — Start here. Date: [current date]'. Save and keep the file open for ongoing note-taking.",
+  "Place a blank white mousepad on the desktop surface directly in front of the keyboard.",
+  "Create a new folder named 'Notes” on the desktop, then inside it, create a text file named 'Mousepad.txt' and open it for editing.",
+  "List all files and directories in the current directory, including hidden ones.",
+  "Open https://www.amazon.com and search for 'wireless headphones' in the search bar.",
+  "Create a new folder named 'Notes” on the desktop, then inside it create a text file named 'Mousepad_Notes.txt' and open it in mousepad for immediate note-taking.",
+  "Write 'Meeting Notes: [current date]' in the top-left corner of the mousepad.",
+  "Navigate to weather.com and search for the current weather in Tokyo, Japan by entering 'Tokyo” into the search bar and selecting the correct location from the dropdown suggestions.",
+  "Create a new directory named 'Backup' in the current working directory.",
+  "Create a new LibreOffice Writer document, insert the text 'Automated Task: Document Generated on [Current Date]', and save it as 'automated_document.odt” on the desktop.",
+  "Visit amazon.com and search for 'wireless Bluetooth headphones”, then filter results by customer rating of 4 stars and above.",
+  "mkdir -p ~/Documents/Reports && touch ~/Documents/Reports/{Q1,Q2,Q3,Q4}.txt && chmod 644 ~/Documents/Reports/*.txt",
+  "Create a new folder named 'Notes” on the desktop, then inside it, create a text file named 'Daily_Notes.txt' and open it in mousepad for immediate use.",
+  "Create a new directory named 'Automated_Tasks' on the desktop, then create a text file inside it called 'log.txt' and write the current date and time into the file.",
+  "Create a new LibreOffice Writer document, type 'Automated Task Completed.', save it as 'automation_test.odt” on the desktop, and close the application.",
+  "Create a new directory named 'Automation_Tasks' in your home directory, then inside it create three subdirectories: 'Logs', 'Scripts', and 'Backups'.",
+  "Open LibreOffice Writer, create a new blank document, type the text: 'Automated Task Completed Successfully.', then save the document as 'Automation_Report.odt' on the desktop.",
+  "Create a new directory named 'automation_task', navigate into it, create a file called 'script.sh' with the content: '#!/bin/bash\\n echo 'Automation complete!'', make it executable, and run it.",
+  "Open a blank text document and type your notes about today’s tasks, then save the file as 'Today’s Notes.txt' on the desktop.",
+  "Navigate to weather.com and search for the current weather conditions in Tokyo, Japan by entering 'Tokyo” into the search bar and selecting the correct location from the dropdown suggestions.",
+  "Create a new directory named 'backup_$(date +%Y%m%d)' in the current working directory.",
+  "Open https://www.wikipedia.org and search for 'artificial intelligence' using the main search bar.",
+  "Visit https://www.imdb.com and search for the movie 'Inception' to find its release year and director.",
+  "Create a new text file named 'Notes.txt' on the desktop, open it, and type: 'Task completed: Desktop automation agent successfully created and saved this note.' Then close the file.",
+  "Open LibreOffice Writer, create a new blank document, type the exact text: 'Automation Test Document – Generated on [current date]', then save the document as 'Automation_Test.docx” on the desktop.",
+  "Create a new empty file named 'note.txt' in the current directory.",
+  "Go to amazon.com and search for 'wireless Bluetooth headphones”, then add the first result to the cart.",
+  "Create a new directory named 'Automated_Backup' on the desktop.",
+  "Open mousepad, type a brief reminder about your next meeting, save the file to your Desktop with the name 'MeetingReminder.txt', then close mousepad.",
+  "Create a new directory named 'Automated_Tasks' on the desktop, then inside it create two subdirectories named 'Logs' and 'Backups'.",
+  "Open mousepad, type 'Task Note: [your note here]', save as 'note.txt' on Desktop, then close mousepad.",
+  "Click the desktop, press Ctrl+Alt+N to open a new mousepad window, type 'Note: [current date and time] — Task started.', save as 'Notes.txt' on the desktop, then minimize mousepad.",
+  "Go to amazon.com and search for 'wireless headphones”, then add the first result to the cart.",
+  "Create a new directory named 'automation_backup' in your home directory, then navigate into it.",
+  "Create a new directory named 'Projects' in your home folder.",
+  "Create a new directory named 'project_backup' on the desktop, then copy all .txt files from the Documents folder into it.",
+  "Open LibreOffice Writer, create a new blank document, type the following text exactly: 'Automated task completed successfully.', then save the document as 'automation_test.odt” on the desktop.",
+  "Open the terminal and create a new directory named 'my_project' in your home directory.",
+  "Open the terminal application on your desktop, then execute the command to list all files and directories in the current working directory, including hidden ones.",
+  "Write 'Meeting Notes:' at the top of a blank text area on the screen.",
+  "Create a new directory named 'my_project' in the current working directory.",
+  "Navigate to weather.com and search for the current weather in Tokyo by entering 'Tokyo” in the search bar and selecting the correct result from the dropdown.",
+  "Create a new directory named 'Automation_Tasks' in your home folder, then inside it create two subdirectories: 'Incoming' and 'Processed'.",
+  "Create a new directory named 'automation_project', navigate into it, create a file called 'script.sh' with the content: '#!/bin/bash\\n echo 'Hello from automation!'', make it executable, and run it.",
+  "Click the center of the screen, then drag downward 200 pixels to simulate highlighting text on a blank canvas for note-taking.",
+  "Create a new directory named 'automation_logs' in your home directory, then create a text file inside it called 'task_summary.txt' and write the line 'Task completed successfully.' into the file.",
+  "Write 'Meeting Notes: ' at the top of a blank text document.",
+  "Navigate to weather.com and search for the current weather forecast in Tokyo, Japan by entering 'Tokyo” into the search bar and selecting the correct result from the dropdown.",
+  "Create a new empty directory named 'temp' in the current working directory.",
+  "Open mousepad, type 'Meeting Notes: [Current Date] – Key points:', save the file as 'Meeting_Notes_[Current_Date].txt' on the Desktop, then close mousepad.",
+  "Navigate to https://www.weather.com and search for the current weather in Tokyo, Japan, then extract and report the temperature and condition.",
+  "Open mousepad, type 'Meeting Notes: [Current Date] – Key points: 1. 2. 3.', save the file to Desktop as 'Meeting_Notes_YYYYMMDD.txt', then minimize mousepad.",
+  "Create a new directory named 'automation_task', navigate into it, create a file named 'script.sh' containing the line `echo 'Automation complete!'`, make the script executable, and run it.",
+  "Go to weather.com and search for the current weather forecast for Tokyo, Japan, including temperature, precipitation chance, and wind speed.",
+  "List all files and directories in the current directory, including hidden ones, in long format.",
+  "Visit weather.com and search for the current weather forecast in Tokyo, Japan.",
+  "mkdir -p ~/Desktop/{Documents,Images,Videos,Downloads} && touch ~/Desktop/{Documents/file1.txt,Images/photo.jpg,Videos/movie.mp4,Downloads/archive.zip}",
+  "Automatically move all .tmp files from the Downloads folder to a dedicated Trash folder in the home directory.",
+  "Go to amazon.com and search for 'wireless earbuds”, then add the first result with a 4.5-star rating or higher to the cart.",
+  "Open a terminal and create a new directory named 'automation_task' in your home directory, then navigate into it.",
+  "Navigate to https://www.weather.com and search for the current weather in New York City by entering 'New York City' in the search bar and selecting the top result.",
+  "Open the terminal application and execute the command to list all files and directories in the current working directory, including hidden ones.",
+  "Go to news.ycombinator.com and scroll down to read the top 10 headlines, then click the first story link to open the full article.",
+  "Create a new directory named 'Automated_Tasks' on the desktop and inside it, create three empty text files named 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "Create a new text file named 'notes.txt' on the desktop, then open it and type: 'Task completed: Note-taking mousepad setup.' Save and close the file.",
+  "Open the mousepad application, type 'Meeting notes: Discuss project timeline and budget”, then save the file as 'meeting_notes.txt' on the desktop.",
+  "Create a new text file named 'mousepad.txt' on the desktop, open it, and type: 'Meeting at 3 PM – bring project draft. Follow up with Alex re: budget.' Save and close the file.",
+  "Navigate to https://www.wikipedia.org and search for the term 'artificial intelligence' using the main search bar.",
+  "Create a new LibreOffice Writer document, type 'Automated Task: Hello World!', save it as 'test_document.odt” on the desktop, then close the application.",
+  "Navigate to weather.com and search for the current weather conditions in Tokyo, Japan by entering 'Tokyo” into the search bar and selecting the correct result from the dropdown.",
+  "Go to https://www.weather.com and search for the current weather in New York City.",
+  "List all running processes with their PID, user, and command using the `ps` command.",
+  "Visit weather.com and check the current temperature for New York City.",
+  "Open a new terminal window, create a directory named 'automation_test', navigate into it, create an empty file named 'log.txt', and display the current directory path.",
+  "Navigate to https://www.amazon.com and search for 'wireless headphones' using the search bar at the top of the page.",
+  "Visit https://news.ycombinator.com and scroll down to view the latest hacker news posts.",
+  "Create a new text file named 'Mousepad_Notes.txt' on the desktop, open it, and type: 'Task completed: Note-taking mousepad initialized. No prior data required.' Then save and close the file.",
+  "Open a terminal, create a new directory named 'automation_test”, navigate into it, create an empty file named 'log.txt', and then display the current directory path.",
+  "Create a new directory named 'automation_tasks' on the desktop, then inside it create a text file named 'task_log.txt' containing the single line: 'Task initiated on $(date)'.",
+  "Create a directory named 'auto_tasks' in the home folder, then create three subdirectories inside it: 'input', 'output', and 'logs'.",
+  "Create a new directory named 'Automation_Tasks' in the user's home directory.",
+  "Open mousepad, type 'Meeting Notes:' followed by three bullet points — 'Agenda,' 'Action Items,' 'Next Steps” — then save the file as 'MeetingNotes.txt' on your desktop.",
+  "Create a new directory named 'Automated_Backup' on the desktop and inside it, create three empty text files named 'log_1.txt', 'log_2.txt', and 'log_3.txt'.",
+  "Create a new directory named 'project_alpha' on the desktop, navigate into it, and initialize a Git repository with an initial commit containing a README.md file that says 'Initial commit'.",
+  "Go to spotify.com and log in using the credentials stored in the system keychain, then play the playlist titled 'Chill Vibes” from the user’s library.",
+  "Visit https://www.reddit.com/r/Python and scroll down to view the top 5 posts.",
+  "Create a new directory named 'project_backup' in the current user's home directory.",
+  "Create a new directory named 'Automation_Tasks' in the user's home directory, then inside it, create three empty text files named 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "Create a new directory named 'project_files' in the user's home directory.",
+  "Create a new directory named 'project_alpha' on the desktop, navigate into it, and initialize a Git repository inside.",
+  "Create a new directory named 'Automated_Tasks' on the desktop, then inside it create two subdirectories named 'Input' and 'Output'.",
+  "Open LibreOffice Writer, create a new document, type 'Hello, this is a test document.', save it as 'test_document.odt” on the desktop, and then close LibreOffice.",
+  "Automatically create a new text file on the desktop named 'Note_YYYYMMDD_HHMMSS.txt' and open it in the default text editor.",
+  "Open a blank text document and type a short note about your current task, then save it as 'task_note.txt' on the desktop.",
+  "Create a new directory named 'Automated_Tasks' on the desktop and inside it, create three empty text files: 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "Open LibreOffice Writer, create a new blank document, type 'Automated Task Completed Successfully.', save the document as 'AutomationReport.odt' on the desktop, then close LibreOffice Writer.",
+  "Create a new directory named 'Automated_Tasks' in the user's home directory, then inside it, create three empty text files named 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "Open mousepad, type 'Meeting notes:', press Enter, then type '- Discuss project timeline” and '- Review budget estimates”, each on a new line. Save the document as 'Notes.txt' on the Desktop.",
+  "Open LibreOffice Writer, create a new blank document, type the text 'Hello, this is an automated test.', and save the document as 'test_document.odt' on the desktop.",
+  "Write 'Meeting Notes: [Date]' in the top-left corner of the mousepad.",
+  "Create a new directory named 'automation_task', navigate into it, generate a file called 'script.sh' containing the line 'echo 'Hello from automation!'', make the script executable, and run it.",
+  "Visit wikipedia.org and search for 'climate change' to read the introduction section of the article.",
+  "Open LibreOffice Writer, create a new document, type 'Hello, World!' on the first line, save the document as 'greeting.odt' on the desktop, and close LibreOffice.",
+  "Open LibreOffice Writer, create a new document, type 'Hello, this is a test document.', and save it as 'test_document.odt' on the desktop.",
+  "Visit wikipedia.org and search for 'Artificial Intelligence', then read the first paragraph of the main article.",
+  "Go to https://www.weather.com and search for the current weather in Tokyo, Japan.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, this is an automated test.', save it as 'automated_test.odt” on the Desktop, then close LibreOffice Writer.",
+  "List all running processes with their PID, user, and command name in a sorted order by CPU usage.",
+  "Open mousepad, type 'Task: Record daily automation progress — [Date]', save as 'AutomationLog.txt' on Desktop, then close mousepad.",
+  "Visit weather.com and search for the current weather in Tokyo, Japan.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, Automation World!' on the first line, save the document as 'automation_test.odt' on the desktop, then close LibreOffice Writer.",
+  "Visit https://www.wikipedia.org and search for 'artificial intelligence' in the main search bar.",
+  "Create a directory named 'AutomationLogs' in the home folder, then create three empty files inside it: 'log1.txt', 'log2.txt', and 'log3.txt'.",
+  "Navigate to wikipedia.org and search for 'Artificial Intelligence” using the main search bar, then open the first article result titled 'Artificial Intelligence”.",
+  "Visit weather.com and search for the current weather forecast for Tokyo, Japan.",
+  "Automatically move all .log files from the Downloads directory to a new Logs archive directory in the user’s home folder.",
+  "Navigate to weather.com and enter 'New York City” in the search bar to retrieve the current weather conditions, including temperature, precipitation chance, and wind speed.",
+  "Go to spotify.com and log in using the credentials stored in the system keychain, then navigate to the 'Liked Songs' playlist and play the first track.",
+  "Go to weather.com and search for the current weather conditions in Tokyo, Japan, including temperature, humidity, and precipitation chance.",
+  "Create a new directory named 'test_folder' in the user's home directory.",
+  "Create a new directory named 'automation_logs' in your home directory, then create an empty text file named 'task_summary.txt' inside it.",
+  "Automatically create a new LibreOffice Writer document, insert the text 'Hello, World!', and save it as 'greeting.odt” on the desktop.",
+  "Open a blank text document and take notes about your current task, then save the file as 'task_notes.txt' on the desktop.",
+  "Create a new directory named 'automation_task', navigate into it, create a file named 'script.sh' containing the line `echo 'Automation successful!'`, make the script executable, and run it.",
+  "Create a new text file named 'mousepad.txt' on the desktop, open it, and type: 'Meeting notes: [Insert brief summary of a fictional meeting here].' Save and close the file.",
+  "Visit https://www.reddit.com/r/technology and scroll down to view the top 10 posts.",
+  "Create a new directory named 'Automated_Tasks' on the desktop and place an empty text file named 'log.txt' inside it.",
+  "Open the terminal and create a new directory named 'test_folder” in your home directory.",
+  "Open mousepad, type 'Meeting Notes: [Current Date]' followed by three bullet points for key discussion items, then save the file to your Desktop with the name 'Meeting_Notes.txt'.",
+  "Navigate to weather.com and search for the current weather conditions in Tokyo, Japan by entering 'Tokyo” into the search bar and selecting the correct location from the dropdown.",
+  "Open LibreOffice Writer, create a new blank document, type the following text: 'Automated Task Completed Successfully”, then save the document as 'Automation_Report.odt” on your desktop.",
+  "Go to https://www.weather.com and check the current weather in New York City.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, this is an automated test.', then save it as 'automated_test.odt' on the desktop.",
+  "Open mousepad, type 'Meeting Notes:', press Enter, then type '- Agenda items” and '- Action items” on separate lines, and save the file as 'meeting_notes.txt' on the desktop.",
+  "Open the Mousepad application, type 'Meeting notes: Discuss project timeline and assign tasks', then save the file as 'meeting_notes.txt' on the desktop.",
+  "Create a new directory named 'project_setup' on the desktop, navigate into it, initialize a Git repository, and create a README.md file with the text 'Initial commit' inside.",
+  "Create a new LibreOffice Writer document, type 'Automated Task Completed.' at the center of the page, and save it as 'automation_result.odt” on the desktop.",
+  "Visit https://www.wikipedia.org and search for 'climate change' to read the introductory section of the article.",
+  "Open the terminal application and execute the command to list all files and directories in the current working directory, including hidden items.",
+  "Visit https://www.wikipedia.org and search for 'climate change' to read the introduction section of the article.",
+  "Open mousepad, type 'Meeting Notes: [Date] — Key points:', save as 'notes.txt' on Desktop, then minimize mousepad.",
+  "Visit https://www.reddit.com/r/AskReddit and scroll down to read the top 5 posts.",
+  "Navigate to https://www.google.com and search for 'latest Python 3.12 features', then click the first search result link.",
+  "Open LibreOffice Writer, create a new document, type 'Hello, world!' on the first line, and save the document as 'greeting.odt' on the desktop.",
+  "Write 'Meeting Notes: [Date]' in the top-left corner of the mousepad area.",
+  "List all running processes with their CPU and memory usage, sorted by CPU usage in descending order.",
+  "Create a new LibreOffice Writer document, type 'Automated Task Completed.' at the center of the page, and save it as 'auto_task.odt” on the desktop.",
+  "Go to news.ycombinator.com and scroll down to view the top 10 posts, then click the first post title to open its discussion page.",
+  "Create a new directory named 'backup' in the user's home folder.",
+  "Go to amazon.com and search for 'wireless headphones', then add the first result to the cart.",
+  "Click and drag to draw a rectangle on the desktop background, simulating a note-taking mousepad area.",
+  "Automate the process of moving all .log files from the current directory to a subdirectory named 'logs', creating the subdirectory if it does not already exist.",
+  "Create a new directory named 'automation_task' in your home directory, then create a text file named 'notes.txt' inside it with the content: 'Task completed successfully.'",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, World!' at the beginning, and save it as 'greeting.odt' on the desktop.",
+  "Create a new directory named 'automation_tasks' in your home directory, then create a text file inside it named 'task_log.txt' and write the current date and time into the file.",
+  "Open LibreOffice Writer, create a new blank document, type 'Task completed successfully.', and save it as 'confirmation.txt' on the desktop.",
+  "Visit wikipedia.org and search for 'Artificial Intelligence” in the search bar, then click the first result to open the main article page.",
+  "Open mousepad, type 'Meeting Notes – [Today’s Date]' as the header, press Enter twice, then type '1. Attendees:' and press Enter. Position the cursor ready for the next line to begin listing names.",
+  "Navigate to weather.com and search for the current weather forecast in Tokyo, Japan by entering 'Tokyo” in the search bar and selecting the correct result from the dropdown list.",
+  "Create a new directory named 'Projects' in your home directory.",
+  "Go to news.ycombinator.com and scroll down to view the top 10 stories, then click the title of the third story to open it.",
+  "Create a new directory named 'project_setup' on the desktop, navigate into it, and initialize a Git repository inside.",
+  "Create a new directory named 'project_backup' in the current working directory and then list its contents to confirm it was created.",
+  "Open mousepad, type 'Meeting Notes: [Current Date] - Discuss project timeline and assign tasks.', save the file as 'MeetingNotes.txt' on the desktop, then close mousepad.",
+  "mkdir -p ~/Desktop/Archive && find ~/Desktop -type f -not -name 'Archive' -not -path '~/Desktop/Archive*' -exec mv {} ~/Desktop/Archive/ \\;",
+  "Open the Mousepad text editor, type 'Meeting notes:' followed by a new line, then save the file as 'notes.txt' on the desktop.",
+  "Open https://www.wikipedia.org and search for 'artificial intelligence' in the main search bar.",
+  "Click and drag to draw a rectangular selection on the desktop background, starting from the top-left corner and ending near the bottom-right corner.",
+  "Open LibreOffice Writer, create a new blank document, type 'Automated Task Completed Successfully.', save the document as 'Automation_Report.odt' on the desktop, then close LibreOffice Writer.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, World!' at the beginning of the document, and save it as 'greeting.odt” on the desktop.",
+  "Open mousepad, type 'Meeting notes: [current date] – Discuss project timeline and budget”, save the file as 'meeting_notes.txt' on the desktop, then close mousepad.",
+  "Navigate to https://www.amazon.com and search for 'wireless headphones' using the search bar, then press Enter.",
+  "Open LibreOffice Writer, create a new blank document, type the following text exactly: 'Automated task completed successfully.', then save the document as 'automation_report.odt” on the desktop.",
+  "Open https://www.google.com and search for 'latest AI advancements 2024'.",
+  "Create a new directory named 'automation_task', navigate into it, create a file called 'script.sh' with the content: `#!/bin/bash\\necho 'Automation complete!'`, make it executable, and run it.",
+  "Create a new directory named 'Automated_Tasks” on the desktop, then inside it create three empty text files named 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "Create a new directory named 'Projects' in the home folder, then create three subdirectories inside it: 'Web', 'Mobile', and 'Data'.",
+  "Open the terminal and run the command: 'mkdir ~/Desktop/test_folder' to create a new folder named 'test_folder' on the desktop.",
+  "Open a terminal, create a new directory named 'temp_folder', navigate into it, and create an empty file named 'placeholder.txt'.",
+  "Create a new directory named 'Backup_2024” in your home directory, then create a text file inside it named 'notes.txt' containing the single line: 'Initial backup created.'",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, this is an automated test.', save the document as 'automated_test.odt” on the Desktop, then close LibreOffice Writer.",
+  "Navigate to https://www.imdb.com and search for 'Inception” in the top search bar, then click on the first result to open the movie’s main page.",
+  "Visit amazon.com and search for 'wireless earbuds under $50”, then sort results by customer rating and select the top-rated product to view its details page.",
+  "Create a new LibreOffice Writer document, insert the text 'Automated Task: Document Generated on [Current Date]', and save it as 'auto_document.odt” on the desktop.",
+  "Open a terminal window, create a new directory named 'automation_test”, navigate into it, and create an empty file named 'log.txt' inside the directory.",
+  "Create a new note on the desktop using a mousepad, titled 'Task List,' and write down three items you need to complete today.",
+  "Go to news.ycombinator.com and scroll down to view the top 10 stories, then click the first story link to open its full page.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, this is an automated test document.', save it as 'automated_test.odt” on the desktop, then close LibreOffice Writer.",
+  "Open your terminal application and execute the command to list all files and directories in the current directory, including hidden ones, sorted by modification time with the most recent first.",
+  "Open the terminal and create a new directory named 'test_folder' in your home directory.",
+  "Create a new directory named 'Automated_Tasks” on the desktop, then inside it, create three empty text files named 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "List all files in the current directory sorted by modification time, showing detailed information including permissions, owner, size, and date.",
+  "Go to weather.com and check the 5-day forecast for New York City.",
+  "Visit https://www.reddit.com/r/Python and scroll down to view the latest posts.",
+  "Open the Mousepad text editor, type 'Meeting notes: Project update scheduled for Friday', and save the file as 'meeting_notes.txt' on the desktop.",
+  "Open mousepad, type 'Meeting notes: Project X – 2024-06-15”, press Enter, then type '- Discuss timeline” and save the file as 'meeting_notes.txt' on the desktop.",
+  "Open a blank text document, type 'Meeting Notes: [Today’s Date] – Key points:', then save the file to the desktop with the name 'Meeting_Notes_[Today’s Date].txt' and close the document.",
+  "Go to weather.com and search for the current weather forecast in Tokyo, Japan, then extract the temperature and chance of precipitation for the next 24 hours.",
+  "Open a terminal window and execute the command: `mkdir -p ~/automation_test/{logs,scripts,config}` to create a structured directory for testing automation tasks.",
+  "Open mousepad, type 'Meeting notes:', press Enter, then type '- Discuss project timeline”, press Enter, type '- Review budget”, and save the file as 'notes.txt' on the Desktop.",
+  "List all files and directories in the current directory, including hidden ones, using a single command.",
+  "Go to weather.com and find the 5-day forecast for New York City.",
+  "Open LibreOffice Writer, create a new blank document, type the text 'Hello, this is a test document.', and save it as 'test_document.odt” on the desktop.",
+  "Click and drag to draw a rectangular selection around the text 'Hello World' on the screen.",
+  "Open a terminal and run the command: `mkdir -p ~/test_folder && echo 'Hello, World!' > ~/test_folder/greeting.txt`",
+  "Create a new directory named 'Automated_Backups' in the current user's home directory.",
+  "Visit https://www.imdb.com and search for the movie 'Inception' to find its release year and director's name.",
+  "List all files in the current directory, including hidden ones, in long format.",
+  "Automate the process of moving all .txt files from the Downloads folder to a newly created 'TextFiles” folder within the same directory, using a single script or command in the terminal.",
+  "Go to news.ycombinator.com and scroll down to read the top 5 stories, then click the first story’s title to open it.",
+  "Create a new directory named 'Automation_Backup' on the desktop, then create a text file inside it named 'log.txt' containing the current date and time.",
+  "Navigate to https://www.weather.com and search for the current weather in New York City by entering 'New York City' into the search bar and selecting the top result.",
+  "Click and drag to select the text 'Hello World' on the desktop, then right-click and choose 'Copy'.",
+  "mkdir -p ~/Documents/Projects/{Alpha,Beta,Gamma} && touch ~/Documents/Projects/{Alpha,Beta,Gamma}/README.md",
+  "Automatically move all .log files from the Downloads directory to a newly created Logs directory in the home folder.",
+  "Create a new text file on the desktop named 'mousepad.txt' and open it for editing.",
+  "Create a new directory named 'backup' in the current user's home directory.",
+  "Click and drag to select the text 'Hello World” on the screen, then press Ctrl+C to copy it.",
+  "Go to wikipedia.org and search for 'Mars rover missions” to find a list of all NASA Mars rovers and their launch dates.",
+  "Navigate to https://www.weather.com and search for the current weather in Tokyo, Japan.",
+  "Create a new directory named 'AutomationBackup' on the desktop.",
+  "Create a new LibreOffice Writer document, insert the text 'Hello, World!', and save it as 'greeting.odt' on the desktop.",
+  "Create a new empty file named 'notes.txt' in the current directory.",
+  "Navigate to https://www.amazon.com and search for 'wireless headphones” using the search bar at the top of the page.",
+  "Create a directory named 'automated_tasks' in the home directory, then create a subdirectory 'logs' inside it, and finally create an empty file named 'task.log' inside the 'logs' directory.",
+  "Create a new text file on the desktop named 'Notes.txt' and write the current date and time at the top, followed by a blank line for future entries.",
+  "Go to https://news.ycombinator.com and scroll down to view the latest top stories, then click on the first article link to open it.",
+  "Create a new directory named 'AutomationTask' on the desktop, then create a text file inside it named 'README.txt' containing the line: 'This is an automated task.'",
+  "Create a new LibreOffice Writer document, type 'Automated Task Completed.' on the first line, save it as 'automation_test.odt” on the desktop, and close the application.",
+  "Open LibreOffice Writer, create a new blank document, type 'Automated Task: Document Created Successfully', save the document as 'AutomationTest.odt' on the Desktop, then close LibreOffice Writer.",
+  "Navigate to https://www.wikipedia.org and search for 'Artificial Intelligence' using the main search bar, then click the first search result to open the Wikipedia article.",
+  "Create a new directory named 'project_backup' in the current working directory.",
+  "Go to news.ycombinator.com and scroll down to read the top 5 stories, then click the 'more” link at the bottom to load additional posts.",
+  "Open the Mousepad text editor, type 'Meeting notes:' followed by a new line, and save the file as 'notes.txt' on the desktop.",
+  "Open the mousepad application, type 'Meeting notes: Discuss project timeline and assign tasks”, then save the file as 'meeting_notes.txt' on the desktop.",
+  "Visit wikipedia.org and search for 'quantum computing” in the main search bar, then click the first search result to open the article.",
+  "Open LibreOffice Writer, create a new blank document, type the following text: 'Automation Task Completed Successfully”, then save the document as 'AutomationReport.odt” on your desktop.",
+  "Automate the creation of a new directory named 'Backup” in your current working directory, then move all .txt files from the current directory into the 'Backup” folder.",
+  "Visit https://www.amazon.com and search for 'wireless headphones' in the search bar, then press Enter to view the results.",
+  "Create a new directory named 'Backup' in the current working directory if it does not already exist.",
+  "Go to weather.com and check the current temperature in New York City.",
+  "Navigate to https://www.weather.com and search for the current weather in Tokyo, Japan by entering 'Tokyo' into the search bar and selecting the correct result.",
+  "Visit wikipedia.org and search for 'artificial intelligence' in the search bar, then click the first result to open the main article.",
+  "Visit wikipedia.org and search for 'quantum computing” in the search bar, then click the first result titled 'Quantum computing” to open the article.",
+  "Open LibreOffice Writer, create a new blank document, type the text 'Automated Task: Document created by desktop automation agent.', then save the document as 'automation_report.odt' on the desktop.",
+  "Open a blank text document and type 'Meeting Notes: [Date]' at the top, then leave space below for future entries — save the file as 'Notes.txt' on the desktop.",
+  "Open https://www.google.com and search for 'best practices for remote work'.",
+  "Open LibreOffice Writer, create a new blank document, type 'Automated Task Completed Successfully.', save the document as 'task_result.odt' on the desktop, then close LibreOffice.",
+  "Create a new directory named 'Documents' in the user's home folder.",
+  "Visit weather.com and check the 10-day forecast for Tokyo, Japan.",
+  "Click and drag from the top-left corner to the bottom-right corner of the screen to capture the entire desktop area.",
+  "Open the terminal and create a new directory named 'test_folder” in the current user’s home directory.",
+  "Create a new directory named 'Automated_Tasks” in your home directory, then inside it create three empty files: 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "mkdir -p ~/Desktop/Automation/{Input,Output,Logs} && touch ~/Desktop/Automation/Logs/$(date +%Y%m%d_%H%M%S).log",
+  "Create a new directory named 'backup_2024' in the user's home directory.",
+  "Navigate to https://www.google.com and search for 'best practices for web scraping in Python', then click the first search result.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, this is an automated test.', and save it as 'automated_test.odt' on the desktop.",
+  "Create a new LibreOffice Writer document, type 'Automated Task Completed.', and save it as 'auto_report.odt' on the desktop.",
+  "Go to https://www.weather.com and search for the current weather in Tokyo, Japan, then extract the temperature and forecast conditions displayed on the page.",
+  "Open LibreOffice Writer, create a new blank document, type 'Automated Task Completed Successfully.', save the document as 'automation_result.odt' on the desktop, then close LibreOffice Writer.",
+  "Open LibreOffice Writer, create a new blank document, type 'Automated Task Completed.', save it as 'automation_test.odt” on the desktop, then close LibreOffice Writer.",
+  "ls -la /tmp",
+  "Create a new directory named 'Automation_Tasks' in your home directory, then inside it create three subdirectories: 'Incoming', 'Processed', and 'Archived'.",
+  "Create a new LibreOffice Writer document, insert the text 'Automated Task: This document was generated via automation.' at the beginning, and save it as 'automated_document.odt” on the desktop.",
+  "Create a new directory named 'automation_task', navigate into it, create a file named 'script.sh' containing the line `echo 'Hello from automation!'`, make the script executable, and run it.",
+  "Open a new text document, type 'Meeting Notes: [current date]', save it as 'Notes.txt' on the desktop, and keep it open for editing.",
+  "Create a new text file on the desktop named 'Notes.txt' and open it for editing.",
+  "Open the mousepad application, type 'Meeting notes: Discuss project timeline and budget', and save the file as 'meeting_notes.txt' on the desktop.",
+  "Navigate to weather.com and search for the current weather forecast in Tokyo, Japan.",
+  "Create a new LibreOffice Writer document, insert the text 'Automated Task Completed.' at the top, and save it as 'automation_result.odt” on the desktop.",
+  "Click and drag to draw a rectangular selection on the desktop background, starting from the top-left corner of the screen and ending at the bottom-right corner.",
+  "Create a new directory named 'Automated_Backups' in the user's home folder, then create a subdirectory inside it called 'Daily' and set its permissions to 755.",
+  "Open a new blank text document and type 'Note:' at the top, then wait for further instructions to add content.",
+  "Create a new directory named 'project_backup' on the desktop, then copy all .txt files from the Documents folder into this new directory.",
+  "Go to weather.com and find the current temperature and forecast for New York City.",
+  "Create a new text file named 'notes.txt' on the desktop and open it for editing, ready to record observations or tasks.",
+  "Write 'Meeting Notes: [current date]' in the top-left corner of the mousepad area.",
+  "Create a new directory named 'Automation_Tasks” in your home directory, then inside it, create three empty files: 'task1.txt', 'task2.txt', and 'task3.txt'.",
+  "Create a new empty file named 'placeholder.txt' in the current directory.",
+  "Create a new directory named 'Documents' in the current user's home directory.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, World!' at the top, save the document as 'greeting.odt' on the desktop, and then close LibreOffice.",
+  "Open LibreOffice Writer, create a new blank document, type 'Hello, this is an automated test.', save it as 'automated_test.odt” on the desktop, then close the application.",
+  "Navigate to youtube.com and search for 'latest tech reviews' in the search bar, then press Enter to view the results.",
+  "Automatically move all .tmp files from the ~/Downloads directory to ~/Trash every day at 2 AM.",
+  "Create a new text file named 'mousepad.txt' on the desktop, open it, and type: 'Task completed: Mousepad note-taking initiated. No prior files used.' Then save and close the file.",
+  "Automatically create a new text file named 'Note_YYYYMMDD_HHMMSS.txt' on the desktop with the current date and time as its content.",
+  "Visit https://en.wikipedia.org/wiki/Main_Page and scroll down to the 'Did you know?' section to read the latest trivia.",
+  "Visit https://www.wikipedia.org and search for 'artificial intelligence' in the search bar, then click on the first result to open the corresponding article.",
+  "Create a directory named 'automation_task', then inside it, create a file named 'script.sh' containing the line: echo 'Automation complete.'; finally, make the script executable and run it.",
+  "Navigate to weather.com and enter 'New York” in the search bar to retrieve the current weather conditions for that location.",
+  "Create a new directory named 'my_folder' in the current working directory.",
+  "Open LibreOffice Writer, create a new blank document, type the following text: 'Automation Task Completed Successfully.', then save the document as 'Automation_Report.odt” on your desktop."
+]

cua2-core/src/cua2_core/services/archival_service.py

@@ -29,6 +29,7 @@ logging.basicConfig(
     format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
 )
 logger = logging.getLogger(__name__)
+logger.setLevel(logging.WARNING)
 
 
 class ArchivalService:

cua2-core/src/cua2_core/services/instruction_service.py

@@ -1,175 +1,90 @@
+import json
 import logging
 import random
-import time
-
-from cua2_core.services.agent_utils.get_model import AVAILABLE_MODELS, get_model
-from smolagents import ChatMessage, Model
+from pathlib import Path
 
 logger = logging.getLogger(__name__)
+logger.setLevel(logging.WARNING)
 
 
 class InstructionService:
-    """Service for generating task instructions using LLM models"""
-
-    available_models = AVAILABLE_MODELS
-    seed_topics = [
-        "web browsing",
-        "file management (linux)",
-        "note-taking",
-        "text/document editing (no existing document required, create a new one if needed, use libreoffice)",
-        "terminal commands",
-    ]
-
-    prompt_templates = [
-        (
-            "Generate a clear and specific task instruction for a desktop automation agent. "
-            "The task should involve {topic} and be completable using a desktop computer. "
-            "Do not assume any pre-existing files, emails, or resources exist on the system. "
-            "Return only the task instruction, nothing else. Keep it simple and focused on a single action."
-        ),
-        (
-            "Create a practical task instruction for desktop automation related to {topic}. "
-            "The task should be straightforward and achievable in one application. "
-            "Do not reference specific files or resources that may not exist locally. "
-            "Provide only the task description without any additional explanation."
-        ),
-        (
-            "Generate a specific {topic} task that a desktop automation agent can perform. "
-            "The task should be concrete and not require multiple applications. "
-            "Avoid assuming pre-existing documents, files, or local resources. "
-            "Return just the task instruction."
-        ),
-        (
-            "Provide a single, clear task instruction involving {topic} for a desktop agent. "
-            "The task should be simple and focused. "
-            "Do not assume any specific files or resources already exist on the computer. "
-            "Output only the instruction."
-        ),
-        (
-            "Think of a realistic {topic} task suitable for desktop automation. "
-            "Keep it simple and achievable in one application. "
-            "The task should not depend on pre-existing local files or resources. "
-            "Return only the task."
-        ),
-    ]
-
-    web_browsing_templates = [
-        (
-            "Generate a clear and specific web browsing task instruction for a desktop automation agent. "
-            "The task should be goal-centric, focused on retrieving information or performing an action online. "
-            "Directly specify a URL or website to visit (e.g., 'Go to google.com and search for...'). "
-            "Do NOT instruct the agent to open a browser application first - just specify the URL or web task directly. "
-            "Return only the task instruction, nothing else. Keep it simple and focused on a single goal."
-        ),
-        (
-            "Create a practical web browsing task for desktop automation. "
-            "The task should focus on finding specific information or completing an online action. "
-            "Include a specific URL or website name and what to do there (e.g., 'Visit github.com and...'). "
-            "Do NOT include steps about opening a browser - just specify the web task directly. "
-            "Provide only the task description without any additional explanation."
-        ),
-        (
-            "Generate a specific web browsing task that a desktop automation agent can perform. "
-            "The task should be about retrieving information or performing an action on a website. "
-            "Specify URLs or web addresses directly (e.g., 'Navigate to wikipedia.org and...'). "
-            "Do NOT mention opening a browser application - assume the agent will handle that automatically. "
-            "Keep it concrete and single-purpose. Return just the task instruction."
-        ),
-        (
-            "Provide a goal-oriented web browsing task instruction for a desktop agent. "
-            "Focus on what information to find or what action to perform online. "
-            "Specify a URL or website directly as part of the task (e.g., 'Go to amazon.com and...'). "
-            "Do NOT instruct to open a browser first - just state the URL and the web task. "
-            "Output only the instruction."
-        ),
-        (
-            "Think of a realistic web browsing task suitable for desktop automation. "
-            "The task should be about accessing online information or performing a web-based action. "
-            "Include specific URLs or websites with the action to perform (e.g., 'Visit youtube.com and...'). "
-            "Do NOT include opening a browser as a separate step - just specify the web task directly. "
-            "Keep it simple and goal-focused. Return only the task."
-        ),
-    ]
-
-    default_prompt = (
-        "Generate a clear and specific task instruction for a desktop automation agent. "
-        "The task should be something that can be completed using a desktop computer, "
-        "such as opening applications, browsing websites, or manipulating files. "
-        "Do not assume any pre-existing files, emails, or resources exist on the system. "
-        "Return only the task instruction, nothing else. the instruction must be not to complexe and not multi-app task. "
+    """Service for loading task instructions from pregenerated pool"""
+
+    # Path to the pregenerated instructions file
+    INSTRUCTIONS_FILE_PATH = (
+        Path(__file__).parent
+        / "agent_utils"
+        / "instruction_utils"
+        / "pregenerated_instructions.json"
     )
+    # Cache for loaded instructions
+    _pregenerated_instructions: list[str] | None = None
 
     @staticmethod
-    def get_random_prompt() -> str:
-        """
-        Generate a random prompt by selecting a random topic and template.
-        Uses special templates for web browsing that allow URL specification.
+    def _load_pregenerated_instructions() -> list[str]:
         """
-        random.seed(time.time_ns())
-
-        topic = random.choice(InstructionService.seed_topics)
-
-        if topic == "web browsing":
-            template = random.choice(InstructionService.web_browsing_templates)
-            return template
+        Load pregenerated instructions from the JSON file.
+        Uses lazy loading and caching to avoid repeated file reads.
 
-        template = random.choice(InstructionService.prompt_templates)
-        return template.format(topic=topic)
+        Returns:
+            List of pregenerated instruction strings
 
-    @staticmethod
-    def generate_instruction(
-        model_id: str, prompt: str | None = None, use_random: bool = True
-    ) -> str:
+        Raises:
+            FileNotFoundError: If the pregenerated instructions file doesn't exist
+            json.JSONDecodeError: If the file contains invalid JSON
         """
-        Generate a task instruction using the specified model
+        # Return cached instructions if already loaded
+        if InstructionService._pregenerated_instructions is not None:
+            return InstructionService._pregenerated_instructions
 
-        Args:
-            model_id: The ID of the model to use
-            prompt: Optional custom prompt. If None, uses default or random prompt
-            use_random: If True, uses random prompts for variety. If False, uses default prompt
-        """
+        file_path = InstructionService.INSTRUCTIONS_FILE_PATH
 
-        if model_id not in InstructionService.available_models:
-            available_models_str = ", ".join(InstructionService.available_models)
-            raise ValueError(
-                f"Invalid model_id '{model_id}'. Must be one of: {available_models_str}"
+        if not file_path.exists():
+            raise FileNotFoundError(
+                f"Pregenerated instructions file not found at {file_path}. "
+                f"Please ensure the file exists."
             )
 
         try:
-            logger.info(f"Generating instruction with model: {model_id}")
-
-            model: Model = get_model(model_id)
+            with open(file_path, "r", encoding="utf-8") as f:
+                instructions = json.load(f)
 
-            if prompt:
-                generation_prompt = prompt
-            elif use_random:
-                generation_prompt = InstructionService.get_random_prompt()
-            else:
-                generation_prompt = InstructionService.default_prompt
+            if not isinstance(instructions, list):
+                raise ValueError(
+                    f"Invalid format in pregenerated instructions file. Expected a list, got {type(instructions)}"
+                )
 
-            instruction = model([ChatMessage(role="user", content=generation_prompt)])
+            # Cache the instructions
+            InstructionService._pregenerated_instructions = instructions
             logger.info(
-                f"Successfully generated instruction with {model_id}: {instruction.content[:100]}..."
+                f"Loaded {len(instructions)} pregenerated instructions from {file_path}"
             )
-            return instruction.content
+            return instructions
 
-        except Exception as e:
-            logger.error(f"Error generating instruction with {model_id}: {str(e)}")
-            raise Exception(f"Failed to generate instruction: {str(e)}")
+        except json.JSONDecodeError as e:
+            logger.error(f"Failed to parse JSON from {file_path}: {str(e)}")
+            raise
 
     @staticmethod
-    def get_available_models() -> list[str]:
-        """Get the list of available model IDs"""
-        return InstructionService.available_models
+    def get_random_instruction() -> str:
+        """
+        Get a random instruction from the pregenerated pool.
 
-    @staticmethod
-    def get_random_topic() -> str:
-        """Get a random topic from the seed topics"""
-        return random.choice(InstructionService.seed_topics)
+        Returns:
+            A random instruction string
+
+        Raises:
+            FileNotFoundError: If the pregenerated instructions file doesn't exist
+            IndexError: If the pregenerated instructions list is empty
+        """
+        instructions = InstructionService._load_pregenerated_instructions()
+
+        if not instructions:
+            raise IndexError("Pregenerated instructions list is empty")
+
+        return random.choice(instructions)
 
 
 if __name__ == "__main__":
-    instruction = InstructionService.generate_instruction(
-        model_id="Qwen/Qwen3-VL-8B-Instruct"
-    )
+    instruction = InstructionService.get_random_instruction()
     print(instruction)

cua2-core/src/cua2_core/services/simulation_metadata/simulated_trace.json

@@ -1,61 +0,0 @@
-{
-  "steps": [
-    {
-      "stepId": "step_001",
-      "image": "images/step_1.png",
-      "thought": "I can see a form with multiple input fields. I need to start by clicking on the first name field to begin filling out the form.",
-      "actions": [
-        {
-          "actionType": "click",
-          "actionArguments": {
-            "x": 320,
-            "y": 180
-          }
-        }
-      ],
-      "duration": 2.3,
-      "inputTokensUsed": 1250,
-      "outputTokensUsed": 85,
-      "timestamp": "2025-10-17T14:30:02.300Z",
-      "step_evaluation": "like"
-    },
-    {
-      "stepId": "step_002",
-      "image": "images/step_2.png",
-      "thought": "After clicking the first field, I can see the cursor is active. Now I should proceed to click on the email field to continue with the form submission process.",
-      "actions": [
-        {
-          "actionType": "click",
-          "actionArguments": {
-            "x": 420,
-            "y": 285
-          }
-        }
-      ],
-      "duration": 1.8,
-      "inputTokensUsed": 1180,
-      "outputTokensUsed": 72,
-      "timestamp": "2025-10-17T14:30:04.100Z",
-      "step_evaluation": "like"
-    },
-    {
-      "stepId": "step_003",
-      "image": "images/step_3.png",
-      "thought": "The form appears to be mostly filled. I can see a submit button at the bottom of the form. I'll click on it to complete the form submission.",
-      "actions": [
-        {
-          "actionType": "click",
-          "actionArguments": {
-            "x": 450,
-            "y": 520
-          }
-        }
-      ],
-      "duration": 1.5,
-      "inputTokensUsed": 1100,
-      "outputTokensUsed": 68,
-      "timestamp": "2025-10-17T14:30:05.600Z",
-      "step_evaluation": "like"
-    }
-  ]
-}

cua2-core/tests/test_routes.py

@@ -1,4 +1,4 @@
-from unittest.mock import Mock, patch
+from unittest.mock import Mock
 
 import pytest
 from cua2_core.models.models import AvailableModelsResponse, UpdateStepResponse
@@ -284,53 +284,6 @@ class TestUpdateTraceStep:
         assert update_response.message == "Step updated successfully"
 
 
-class TestGenerateInstruction:
-    """Test suite for POST /generate-instruction endpoint"""
-
-    @patch("cua2_core.routes.routes.InstructionService.generate_instruction")
-    def test_generate_instruction_success(self, mock_generate, client):
-        """Test successful instruction generation with mocked model"""
-        # Mock the instruction generation
-        mock_instruction = "Open Google Chrome and navigate to example.com"
-        mock_generate.return_value = mock_instruction
-
-        request_data = {
-            "model_id": "Qwen/Qwen3-VL-8B-Instruct",
-            "prompt": "Generate a web browsing task",
-        }
-
-        response = client.post("/generate-instruction", json=request_data)
-
-        assert response.status_code == 200
-        data = response.json()
-
-        assert data["instruction"] == mock_instruction
-        assert data["model_id"] == request_data["model_id"]
-
-        # Verify the service was called correctly
-        mock_generate.assert_called_once_with(
-            model_id=request_data["model_id"], prompt=request_data["prompt"]
-        )
-
-    @patch("cua2_core.routes.routes.InstructionService.generate_instruction")
-    def test_generate_instruction_invalid_model(self, mock_generate, client):
-        """Test instruction generation with invalid model_id"""
-        # Mock the service to raise ValueError for invalid model
-        mock_generate.side_effect = ValueError(
-            "Invalid model_id 'invalid-model'. Must be one of: Qwen/Qwen3-VL-2B-Instruct, ..."
-        )
-
-        request_data = {
-            "model_id": "invalid-model",
-            "prompt": "Generate a task",
-        }
-
-        response = client.post("/generate-instruction", json=request_data)
-
-        assert response.status_code == 400
-        assert "Invalid model_id" in response.json()["detail"]
-
-
 class TestRoutesIntegration:
     """Integration tests for multiple routes"""
 

cua2-front/src/components/WelcomeScreen.tsx

@@ -70,7 +70,7 @@ export const WelcomeScreen: React.FC<WelcomeScreenProps> = ({ onStartTask, isCon
 
     setIsGeneratingQuestion(true);
     try {
-      const randomTask = await generateRandomQuestion(selectedModelId);
+      const randomTask = await generateRandomQuestion();
 
       // Clear current text
       setCustomTask('');
@@ -89,7 +89,7 @@ export const WelcomeScreen: React.FC<WelcomeScreenProps> = ({ onStartTask, isCon
           }
           setIsTyping(false);
         }
-      }, 30); // 30ms per character
+      }, 10); // 10ms per character
     } catch (error) {
       console.error('Failed to generate question:', error);
       setIsTyping(false);

cua2-front/src/services/api.ts

@@ -15,15 +15,12 @@ export async function fetchAvailableModels(): Promise<string[]> {
 /**
  * Generate a random instruction from the backend
  */
-export async function generateRandomQuestion(modelId: string): Promise<string> {
+export async function generateRandomQuestion(): Promise<string> {
   const response = await fetch(`${getApiBaseUrl()}/generate-instruction`, {
     method: 'POST',
     headers: {
       'Content-Type': 'application/json',
     },
-    body: JSON.stringify({
-      model_id: modelId,
-    }),
   });
   if (!response.ok) {
     throw new Error('Failed to generate instruction');