Update src/core/QuizEngine.py

revised prompt for question asking

src/core/QuizEngine.py

@@ -83,21 +83,30 @@ class QuizEngine:
         return None
 
     def construct_question_generation_prompt(self, context_text):
-        """
-        DEFENSE 2: Explicit Instructions to Ignore Trivia
-        """
-        return (
-            f"Act as a US Navy Engineering Duty Officer Board Examiner.\n"
-            f"Review the following source text for suitability:\n"
-            f"'''{context_text}'''\n\n"
-            f"DECISION LOGIC:\n"
-            f"1. Does this text contain a specific Engineering Concept, Responsibility, or Procedural Rule?\n"
-            f"2. Is it free of pure administrative trivia (dates, page numbers, formatting rules)?\n\n"
-            f"IF NO: Output the word 'SKIP'.\n"
-            f"IF YES: Generate a difficult, scenario-based question that tests the candidate's understanding of the concept. "
-            f"Do not ask 'What does the text say?'. Ask 'How would you apply...?' or 'What are the requirements for...?'\n\n"
-            f"OUTPUT: Just the question text."
-        )
+            """
+            REVISED DEFENSE 2: 
+            Broadens 'valid' topics to include Budgeting/Acquisition while keeping 
+            the filter for true noise (formatting/headers).
+            """
+            return (
+                f"Act as a US Navy Engineering Duty Officer Board Examiner.\n"
+                f"Review the following source text for suitability:\n"
+                f"'''{context_text}'''\n\n"
+                f"EVALUATION CRITERIA:\n"
+                f"You are looking for **Examinable Professional Knowledge** in ANY of these domains:\n"
+                f"- Technical Engineering (Hull, Mechanical, Electrical, Combat Systems)\n"
+                f"- Program Management & Acquisition (Milestones, Contracts)\n"
+                f"- Financial Management (PPBE, Funding Types, Colors of Money)\n"
+                f"- Maintenance & Modernization (Availabilities, Shipyards)\n"
+                f"- Statutory & Regulatory Responsibilities\n\n"
+                f"SKIP LOGIC:\n"
+                f"- Output 'SKIP' ONLY if the text is structural noise (e.g., Table of Contents, Page Headers, List of Effective Pages, blank pages, or purely formatting instructions).\n"
+                f"- Do NOT skip procedural descriptions (e.g., 'Step 1 of the Budget Process')—those are valid questions.\n\n"
+                f"TASK:\n"
+                f"If the text contains ANY examinable material, generate a difficult, scenario-based question.\n"
+                f"Do not ask 'What does the text say?'. Ask 'How would you apply this regulation...' or 'What are the implications of...'\n"
+                f"OUTPUT: Just the question text."
+            )
 
     def construct_grading_prompt(self, question, answer, context_text):
         """Grades the deep dive answer."""