diff --git a/src/crewai/task.py b/src/crewai/task.py
index ddc8ad754..96e52cad5 100644
--- a/src/crewai/task.py
+++ b/src/crewai/task.py
@@ -526,10 +526,14 @@ class Task(BaseModel):
         return guardrail_result
 
     def prompt(self) -> str:
-        """Prompt the task.
-
+        """Generates the task prompt with optional markdown formatting.
+        
+        When the markdown attribute is True, instructions for formatting the
+        response in Markdown syntax will be added to the prompt.
+        
         Returns:
-            Prompt of the task.
+            str: The formatted prompt string containing the task description,
+                 expected output, and optional markdown formatting instructions.
         """
         tasks_slices = [self.description]
 
@@ -539,9 +543,15 @@ class Task(BaseModel):
         tasks_slices = [self.description, output]
         
         if self.markdown:
-            markdown_instruction = "Your final answer MUST be formatted in Markdown syntax."
+            markdown_instruction = """Your final answer MUST be formatted in Markdown syntax.
+Follow these guidelines:
+- Use # for headers
+- Use ** for bold text
+- Use * for italic text
+- Use - or * for bullet points
+- Use `code` for inline code
+- Use ```language for code blocks"""
             tasks_slices.append(markdown_instruction)
-            
         return "\n".join(tasks_slices)
 
     def interpolate_inputs_and_add_conversation_history(
diff --git a/tests/test_markdown_task.py b/tests/test_markdown_task.py
index 706dc624b..e8678f874 100644
--- a/tests/test_markdown_task.py
+++ b/tests/test_markdown_task.py
@@ -6,8 +6,15 @@ from unittest.mock import patch
 from crewai import Agent, Task
 
 
-def test_markdown_option_in_task_prompt():
-    """Test that when markdown=True, the task prompt includes markdown formatting instructions."""
+@pytest.mark.parametrize(
+    "markdown_enabled,should_contain_instructions",
+    [
+        (True, True),
+        (False, False),
+    ],
+)
+def test_markdown_option_in_task_prompt(markdown_enabled, should_contain_instructions):
+    """Test that markdown flag correctly controls the inclusion of markdown formatting instructions."""
     
     researcher = Agent(
         role="Researcher",
@@ -19,35 +26,67 @@ def test_markdown_option_in_task_prompt():
     task = Task(
         description="Research advances in AI in 2023",
         expected_output="A summary of key AI advances in 2023",
+        markdown=markdown_enabled,
+        agent=researcher,
+    )
+
+    prompt = task.prompt()
+    
+    assert "Research advances in AI in 2023" in prompt
+    assert "A summary of key AI advances in 2023" in prompt
+    
+    if should_contain_instructions:
+        assert "Your final answer MUST be formatted in Markdown syntax." in prompt
+        assert "Use # for headers" in prompt
+        assert "Use ** for bold text" in prompt
+    else:
+        assert "Your final answer MUST be formatted in Markdown syntax." not in prompt
+
+
+def test_markdown_with_empty_description():
+    """Test markdown formatting with empty description."""
+    
+    researcher = Agent(
+        role="Researcher",
+        goal="Research a topic",
+        backstory="You're a researcher.",
+        allow_delegation=False,
+    )
+
+    task = Task(
+        description="",
+        expected_output="A summary",
         markdown=True,
         agent=researcher,
     )
 
     prompt = task.prompt()
     
-    assert "Research advances in AI in 2023" in prompt
-    assert "A summary of key AI advances in 2023" in prompt
+    assert prompt.strip() != ""
+    assert "A summary" in prompt
     assert "Your final answer MUST be formatted in Markdown syntax." in prompt
 
 
-def test_markdown_option_not_in_task_prompt_by_default():
-    """Test that by default (markdown=False), the task prompt does not include markdown formatting instructions."""
+def test_markdown_with_complex_output_format():
+    """Test markdown with JSON output format to ensure compatibility."""
     
     researcher = Agent(
         role="Researcher",
         goal="Research a topic",
-        backstory="You're a researcher specialized in providing well-formatted content.",
+        backstory="You're a researcher.",
         allow_delegation=False,
     )
 
     task = Task(
-        description="Research advances in AI in 2023",
-        expected_output="A summary of key AI advances in 2023",
+        description="Research topic",
+        expected_output="Research results",
+        markdown=True,
+        output_json=True,
         agent=researcher,
     )
 
     prompt = task.prompt()
     
-    assert "Research advances in AI in 2023" in prompt
-    assert "A summary of key AI advances in 2023" in prompt
-    assert "Your final answer MUST be formatted in Markdown syntax." not in prompt
+    assert "Your final answer MUST be formatted in Markdown syntax." in prompt
+    assert "Research topic" in prompt
+    assert "Research results" in prompt