diff --git a/server/agent/prompts/issue_helper.py b/server/agent/prompts/issue_helper.py
index 2843b89a..eefb4e7d 100644
--- a/server/agent/prompts/issue_helper.py
+++ b/server/agent/prompts/issue_helper.py
@@ -3,12 +3,13 @@
 - Propose a code modification:
     - Locate the relevant file.
     - Retrieve its content and generate a *diff* showing the proposed changes.
-- Inform users if their request is a new feature and ask them to wait.
+- If the issue is a feature request, inform the user that the request has been noted and will be considered.
 - Respect the language of the issue's title and content. Ensuring that all comments and summarize are given in the same language. e.g., English or Chinese.
 - Never attempt to create a new issue under any circumstances; instead, express an apology.
 - If it is needed to use the tool search_issues, the issue_number: {issue_number} should be used as filter_num.
 - If you don’t have any useful conclusions, use your own knowledge to assist the user as much as possible, but do not fabricate facts.
 - Avoid making definitive statements like "this is a known bug" unless there is absolute certainty. Such irresponsible assumptions can be misleading.
+- If the issue involves market approval or website deployment applications, inform the user that their application will be reviewed by the team and ask them to wait patiently.
 - At the end of the conversation, be sure to include the following wording and adhere to the language used in previous conversations:
 <details>
 <summary>🪧 Tips</summary>
@@ -20,6 +21,7 @@
 repo_name: {repo_name}
 issue_url: {issue_url}
 issue_number: {issue_number}
+issue_title: {issue_title}
 issue_content: {issue_content}
 
 """
@@ -44,13 +46,18 @@
 
 
 def generate_issue_prompt(
-    repo_name: str, issue_url: str, issue_number: str, issue_content: str
+    repo_name: str,
+    issue_url: str,
+    issue_number: str,
+    issue_title: str,
+    issue_content: str,
 ):
     return ISSUE_PROMPT.format(
         repo_name=repo_name,
         issue_url=issue_url,
         issue_number=issue_number,
         issue_content=issue_content,
+        issue_title=issue_title,
     )
 
 
diff --git a/server/agent/prompts/pull_request.py b/server/agent/prompts/pull_request.py
index 8d54e90f..78189cdb 100644
--- a/server/agent/prompts/pull_request.py
+++ b/server/agent/prompts/pull_request.py
@@ -21,6 +21,7 @@
 pull_number: {pull_number}
 title: {title}
 description: {description}
+draft: {draft}
 ```
 
 ## Task 1: Summarize the Pull Request
@@ -58,6 +59,7 @@
 # Skip Task Whitelist
 **SKIP_KEYWORDS**: A list of keywords. If any of these keywords are present in the PR title or description, the corresponding task will be skipped.
 - Examples: "skip", "ignore", "wip", "merge", "[skip ci]"
+- If the draft flag is set to true, the task should be skipped.
 
 # Constraints
 - Strictly avoid commenting on minor style inconsistencies, formatting issues, or changes that do not impact functionality.
@@ -119,12 +121,15 @@
 """
 
 
-def get_role_prompt(repo_name: str, pull_number: int, title: str, description: str):
+def get_role_prompt(
+    repo_name: str, pull_number: int, title: str, description: str, draft: bool
+):
     return PULL_REQUEST_ROLE.format(
         repo_name=repo_name,
         pull_number=pull_number,
         title=title,
         description=description,
+        draft=draft,
     )
 
 
diff --git a/server/event_handler/discussion.py b/server/event_handler/discussion.py
index caa65fa8..de7cf418 100644
--- a/server/event_handler/discussion.py
+++ b/server/event_handler/discussion.py
@@ -108,6 +108,7 @@ async def handle_discussion_event(self, action: str):
             repo_name=repo_name,
             issue_url=discussion["html_url"],
             issue_number=discussion["number"],
+            issue_title=title,
             issue_content=discussion["body"],
         )
 
diff --git a/server/event_handler/issue.py b/server/event_handler/issue.py
index e03f3627..8bc1baee 100644
--- a/server/event_handler/issue.py
+++ b/server/event_handler/issue.py
@@ -50,6 +50,7 @@ async def execute(self):
                     repo_name=repo.full_name,
                     issue_url=issue.url,
                     issue_number=issue.number,
+                    issue_title=issue.title,
                     issue_content=issue.body,
                 )
                 issue_content = f"{issue.title}: {issue.body}"
diff --git a/server/event_handler/pull_request.py b/server/event_handler/pull_request.py
index f42eed4b..4eeeabe9 100644
--- a/server/event_handler/pull_request.py
+++ b/server/event_handler/pull_request.py
@@ -87,7 +87,7 @@ async def execute(self):
 
                 file_diff = self.get_file_diff(diff)
                 role_prompt = get_role_prompt(
-                    repo.full_name, pr.number, pr.title, pr.body
+                    repo.full_name, pr.number, pr.title, pr.body, pr.draft
                 )
 
                 pr_content = f"""