Aider meta coder prompt and python script

If you really want to dive deep:

1. Create a Specification for the task in this format:

# Task Specification                                                           
 > Description of what needs to be done
## High-Level Objective
- Main goal

## Mid-Level Objective
 - Specific steps

 ## Implementation Notes
 - Requirements
 - Constraints

 ## Context
 ### Beginning Context
 - List of files to start with                                                                                                          
### Ending Context
 - Expected modified files

## Low-Level Tasks
1. First task
2. Second task

`

from pathlib import Path
from aider.coders import Coder
from aider.models import Model
from aider.io import InputOutput
 
def your_task(parameters):
    # Verify project structure
    if not Path("pyproject.toml").exists():
        raise FileNotFoundError("Must run from project root")
 
    # Optional: Load specification
    spec_path = Path("specs/your-task-spec.md")
    with open(spec_path) as f:
        spec_content = f.read()
 
    # Define context
    context_editable = [
        "src/your_project/file1.py",
        "src/your_project/file2.py"
    ]
 
    context_read_only = [
        "pyproject.toml",
        "README.md"
    ]
 
    # Define prompt
    prompt = f"""
        Your specific instructions here
 
        {spec_content}  # If using a spec
    """
 
    # Initialize model
    model = Model("gpt-4o")  # or claude-3
 
    # Create coder instance
    coder = Coder.create(
        main_model=model,
        edit_format="architect",  # or other formats
        io=InputOutput(yes=True),  # for automated workflows
        fnames=context_editable,
        read_only_fnames=context_read_only,
        auto_commits=False,
        suggest_shell_commands=False
    )
 
    # Run the task
    coder.run(prompt)
 
if __name__ == "__main__":
    your_task()