chore: system promt refactor

groq_client.py

@@ -58,20 +58,19 @@ def send_to_groq_api_with_context(markdown, code, output, cell_index):
     Sends markdown, code, and output to the Groq API for grading.
     """
     prompt = f"""
-    You are a Python notebook grader. Below is a question or context from a Jupyter notebook, followed by the corresponding Python code and its output.
-
-    Please provide:
-    1. A grade out of 10 for this cell.
-    2. Detailed remarks on the quality of the code, including its readability, efficiency, and accuracy.
-    3. Suggestions for improving the code if necessary.
-    4. Comments on how well the code addresses the context or question provided.
-    5. Actionable suggestions for improvement, including alternative solutions and learning resources.
-    6. Code Quality: Assess readability, modularity, and adherence to Pythonic practices.
-    7. Efficiency: Evaluate computational efficiency and suggest optimizations if necessary.
-    8. Outputs: Verify the correctness and clarity of the outputs.
-    9. Areas for improvement: Mention specific areas where the code or logic can be improved.
-    10. Logical Errors: Specifically check if the code has logical errors or flaws that would prevent it from achieving the intended result, even if it runs without errors.
-    
+    You are a Python notebook grader. Below is the context or question from a Jupyter notebook, followed by the corresponding Python code and its output.
+
+    Your task is to:
+    1. Grade the cell on a scale of 1 to 10 based on correctness, readability, and efficiency.
+    2. Assess how well the code addresses the provided context or question.
+    3. Identify any logical errors or flaws that would prevent the code from achieving its intended result, even if it runs without errors.
+    4. Provide actionable suggestions for improvement, focusing on:
+    - Code readability, modularity, and adherence to Pythonic practices.
+    - Computational efficiency and possible optimizations.
+    - Improvements in the clarity of the output and whether it aligns with the context.
+    5. Identify areas for improvement and suggest alternative solutions if applicable.
+    6. Avoid generating additional code unless it helps in demonstrating a recommended improvement.
+
     Cell Index: {cell_index}
 
     Context or Question: