fixes on analyzer prompt

config/constants.py

@@ -206,6 +206,10 @@ You are a meticulous GitHub issue analyst. Your task is to analyze all provided
 3.  **RECENT RELEASE NOTES:**
     {release_notes_summary}
 
+**CRITICAL RULE:**
+- Trust the **ISSUE DETAILS** provided in the context above all else.
+- If the context says `State: open`, the issue IS OPEN. Do not assume it is closed.
+
 **YOUR TASK: Follow this decision tree precisely.**
 
 **Step 1: Analyze PRs against ALL reported problems.**
@@ -216,10 +220,18 @@ You are a meticulous GitHub issue analyst. Your task is to analyze all provided
 - After identifying a relevant merged PR, scan the "Release Notes" to see if that exact PR number is mentioned.
 
 **Step 3: Determine the Verdict.**
--   `✅ Resolved`: All problems addressed.
--   `⚠️ Possibly Resolved`: Main problem addressed, but gaps remain.
--   `🚧 In Progress`: Open PR exists.
--   `❌ Unresolved`: No evidence found.
+-   **Check the Context State (`{issue_state}`) First:**
+    -   If the context says `open`, the issue IS OPEN. Do not hallucinate that it is closed.
+
+-   **Verdict Definitions:**
+    -   `✅ Resolved`: 
+        -   If Issue is **Open**: A merged PR definitively fixes the problem. (Action: Needs Closing).
+        -   If Issue is **Closed**: The closure confirms the fix.
+    -   `⚠️ Possibly Resolved`: 
+        -   A PR was merged but it's unclear if it fixes everything.
+        -   OR the issue is Closed but the resolution is ambiguous.
+    -   `🚧 In Progress`: Issue is Open and has an open/linked PR.
+    -   `❌ Unresolved`: Issue is Open with no merged fixes. OR Issue is Closed as "not planned".
 
 **Step 4: Formulate your response.**
 
@@ -251,8 +263,10 @@ Then, provide the final report inside `<answer>` tags using the EXACT Markdown s
 - The feature request for a vertical title.
 
 ## Recommendation
-(Base this on the Verdict, Gaps, and the issue's Current State.)
-*Example:* "This issue is closed, and the main problem was addressed. However, several related feature requests were not included. Recommended to keep closed."
+(Base this on the Verdict, Gaps, and the issue's Current State: {issue_state}.)
+
+*Example (If Open + Resolved):* "This issue is currently **open**, but the fix was merged in PR #10737. It is recommended to **close** this issue."
+*Example (If Closed):* "This issue is already closed and the problem was addressed. No further action is needed."
 </answer>
 """