diff --git a/pr_agent/algo/utils.py b/pr_agent/algo/utils.py
index 9e12d8a1..bd0781ae 100644
--- a/pr_agent/algo/utils.py
+++ b/pr_agent/algo/utils.py
@@ -100,8 +100,8 @@ def convert_to_markdown_v2(output_data: dict,
 
     emojis = {
         "Can be split": "🔀",
-        "Possible issues": "⚡",
         "Key issues to review": "⚡",
+        "Recommended focus areas for review": "⚡",
         "Score": "🏅",
         "Relevant tests": "🧪",
         "Focused PR": "✨",
@@ -192,23 +192,21 @@ def convert_to_markdown_v2(output_data: dict,
             if is_value_no(value):
                 if gfm_supported:
                     markdown_text += f"<tr><td>"
-                    markdown_text += f"{emoji}&nbsp;<strong>No key issues to review</strong>"
+                    markdown_text += f"{emoji}&nbsp;<strong>No major issues detected</strong>"
                     markdown_text += f"</td></tr>\n"
                 else:
-                    markdown_text += f"### {emoji} No key issues to review\n\n"
+                    markdown_text += f"### {emoji} No major issues detected\n\n"
             else:
-                # issues = value.split('\n- ')
-                issues =value
-                # for i, _ in enumerate(issues):
-                #     issues[i] = issues[i].strip().strip('-').strip()
+                issues = value
                 if gfm_supported:
                     markdown_text += f"<tr><td>"
-                    markdown_text += f"{emoji}&nbsp;<strong>{key_nice}</strong><br><br>\n\n"
+                    # markdown_text += f"{emoji}&nbsp;<strong>{key_nice}</strong><br><br>\n\n"
+                    markdown_text += f"{emoji}&nbsp;<strong>Recommended focus areas for review</strong><br><br>\n\n"
                 else:
-                    markdown_text += f"### {emoji} Key issues to review\n\n#### \n"
+                    markdown_text += f"### {emoji} Recommended focus areas for review\n\n#### \n"
                 for i, issue in enumerate(issues):
                     try:
-                        if not issue:
+                        if not issue or not isinstance(issue, dict):
                             continue
                         relevant_file = issue.get('relevant_file', '').strip()
                         issue_header = issue.get('issue_header', '').strip()
@@ -223,7 +221,7 @@ def convert_to_markdown_v2(output_data: dict,
                             issue_str = f"[**{issue_header}**]({reference_link})\n\n{issue_content}\n\n"
                         markdown_text += f"{issue_str}\n\n"
                     except Exception as e:
-                        get_logger().exception(f"Failed to process key issues to review: {e}")
+                        get_logger().exception(f"Failed to process 'Recommended focus areas for review': {e}")
                 if gfm_supported:
                     markdown_text += f"</td></tr>\n"
         else:
diff --git a/pr_agent/settings/pr_reviewer_prompts.toml b/pr_agent/settings/pr_reviewer_prompts.toml
index 8971bdbf..56e93ce5 100644
--- a/pr_agent/settings/pr_reviewer_prompts.toml
+++ b/pr_agent/settings/pr_reviewer_prompts.toml
@@ -81,10 +81,10 @@ class SubPR(BaseModel):
 
 class KeyIssuesComponentLink(BaseModel):
     relevant_file: str = Field(description="The full file path of the relevant file")
-    issue_header: str = Field(description="one or two word title for the the issue. For example: 'Possible Bug', 'Performance Issue', 'Code Smell', etc.")
-    issue_content: str = Field(description="a short and concise description of the issue that needs to be reviewed")
-    start_line: int = Field(description="the start line that corresponds to this issue in the relevant file")
-    end_line: int = Field(description="the end line that corresponds to this issue in the relevant file")
+    issue_header: str = Field(description="One or two word title for the the issue. For example: 'Possible Bug', 'Performance Issue', 'Code Smell', etc.")
+    issue_content: str = Field(description="A short and concise summary of what should be further inspected and validated during the PR review process for this issue. Don't state line numbers here")
+    start_line: int = Field(description="The start line that corresponds to this issue in the relevant file")
+    end_line: int = Field(description="The end line that corresponds to this issue in the relevant file")
 
 class Review(BaseModel):
 {%- if require_estimate_effort_to_review %}
diff --git a/tests/unittest/test_convert_to_markdown.py b/tests/unittest/test_convert_to_markdown.py
index 2eebfdef..8b82677a 100644
--- a/tests/unittest/test_convert_to_markdown.py
+++ b/tests/unittest/test_convert_to_markdown.py
@@ -53,7 +53,7 @@ class TestConvertToMarkdown:
              'relevant_line': '[return ""](https://github.com/Codium-ai/pr-agent-pro/pull/102/files#diff-52d45f12b836f77ed1aef86e972e65404634ea4e2a6083fb71a9b0f9bb9e062fR199)'}]}
 
 
-        expected_output = f'{PRReviewHeader.REGULAR.value} 🔍\n\nHere are some key observations to aid the review process:\n\n<table>\n<tr><td>⏱️&nbsp;<strong>Estimated effort to review</strong>: 1 🔵⚪⚪⚪⚪</td></tr>\n<tr><td>🧪&nbsp;<strong>No relevant tests</strong></td></tr>\n<tr><td>⚡&nbsp;<strong>Possible issues</strong>: No\n</td></tr>\n<tr><td>🔒&nbsp;<strong>No security concerns identified</strong></td></tr>\n</table>\n\n\n<details><summary> <strong>Code feedback:</strong></summary>\n\n<hr><table><tr><td>relevant file</td><td>pr_agent/git_providers/git_provider.py\n</td></tr><tr><td>suggestion &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td><td>\n\n<strong>\n\nConsider raising an exception or logging a warning when \'pr_url\' attribute is not found. This can help in debugging issues related to the absence of \'pr_url\' in instances where it\'s expected. [important]\n\n</strong>\n</td></tr><tr><td>relevant line</td><td><a href=\'https://github.com/Codium-ai/pr-agent-pro/pull/102/files#diff-52d45f12b836f77ed1aef86e972e65404634ea4e2a6083fb71a9b0f9bb9e062fR199\'>return ""</a></td></tr></table><hr>\n\n</details>'
+        expected_output = f'{PRReviewHeader.REGULAR.value} 🔍\n\nHere are some key observations to aid the review process:\n\n<table>\n<tr><td>⏱️&nbsp;<strong>Estimated effort to review</strong>: 1 🔵⚪⚪⚪⚪</td></tr>\n<tr><td>🧪&nbsp;<strong>No relevant tests</strong></td></tr>\n<tr><td>&nbsp;<strong>Possible issues</strong>: No\n</td></tr>\n<tr><td>🔒&nbsp;<strong>No security concerns identified</strong></td></tr>\n</table>\n\n\n<details><summary> <strong>Code feedback:</strong></summary>\n\n<hr><table><tr><td>relevant file</td><td>pr_agent/git_providers/git_provider.py\n</td></tr><tr><td>suggestion &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td><td>\n\n<strong>\n\nConsider raising an exception or logging a warning when \'pr_url\' attribute is not found. This can help in debugging issues related to the absence of \'pr_url\' in instances where it\'s expected. [important]\n\n</strong>\n</td></tr><tr><td>relevant line</td><td><a href=\'https://github.com/Codium-ai/pr-agent-pro/pull/102/files#diff-52d45f12b836f77ed1aef86e972e65404634ea4e2a6083fb71a9b0f9bb9e062fR199\'>return ""</a></td></tr></table><hr>\n\n</details>'
 
         assert convert_to_markdown_v2(input_data).strip() == expected_output.strip()