diff --git a/.github/workflows/ampcode-pr-review.yml b/.github/workflows/ampcode-pr-review.yml
index e2905f905..f464f8c16 100644
--- a/.github/workflows/ampcode-pr-review.yml
+++ b/.github/workflows/ampcode-pr-review.yml
@@ -23,7 +23,7 @@ jobs:
       matrix:
         review-chunk: [1]
       max-parallel: 3
-    
+
     steps:
       - name: Checkout PR branch
         uses: actions/checkout@v4
@@ -57,28 +57,43 @@ jobs:
           echo "EOF" >> $GITHUB_OUTPUT
           echo "Changed files count: $(echo "$CHANGED_FILES" | wc -l)"
 
+      - name: Add Review Started Reaction
+        if: steps.changed-files.outputs.changed_files != ''
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          # Add a reaction to indicate review has started
+          curl -X POST \
+            -H "Authorization: token $GITHUB_TOKEN" \
+            -H "Accept: application/vnd.github.v3+json" \
+            -H "Content-Type: application/json" \
+            -d '{"content":"eyes"}' \
+            "https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/reactions"
+
+          echo "Added 👀 reaction to indicate review has started"
+
       - name: Run Ampcode Review
         if: steps.changed-files.outputs.changed_files != ''
         env:
           AMP_API_KEY: ${{ secrets.AMPCODE_API_KEY }}
         run: |
           echo "Running ampcode review on changed files..."
-          
+
           # Create a temporary file with the changed files list
           echo "${{ steps.changed-files.outputs.changed_files }}" > changed_files.txt
-          
-          # Run ampcode review on the changed files
-          REVIEW_OUTPUT=$(amp -x "Review the following files for code quality, potential bugs, security issues, performance concerns, and best practices. Focus on providing specific, actionable feedback with line numbers when possible. Files to review: $(cat changed_files.txt | tr '\n' ' ')" 2>&1 || echo "Ampcode review failed")
-          
+
+          # Run ampcode review on the changed files with specific instructions for line-level feedback
+          REVIEW_OUTPUT=$(amp -x "Review the following files for code quality, potential bugs, security issues, performance concerns, and best practices. For each issue found, provide the specific file path and line number where the issue occurs. Format your response as: FILE:line_number:issue_description. Focus on providing specific, actionable feedback with exact line numbers. Files to review: $(cat changed_files.txt | tr '\n' ' ')" 2>&1 || echo "Ampcode review failed")
+
           # Save review output to file
           echo "$REVIEW_OUTPUT" > ampcode_review.txt
-          
+
           # Display review output for debugging
           echo "=== Ampcode Review Output ==="
           cat ampcode_review.txt
           echo "=== End Review Output ==="
 
-      - name: Parse and Post Review Comments
+      - name: Parse and Post Line-Specific Comments
         if: steps.changed-files.outputs.changed_files != ''
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -88,39 +103,123 @@ jobs:
             echo "No review output found or file is empty"
             exit 0
           fi
-          
+
           # Read the review output
           REVIEW_CONTENT=$(cat ampcode_review.txt)
-          
-          # Create a comprehensive PR review comment using proper JSON escaping
-          # Use jq to properly escape the review content for JSON
-          ESCAPED_CONTENT=$(echo "$REVIEW_CONTENT" | jq -Rs .)
-          
-          # Create the JSON payload with proper escaping
-          jq -n \
-            --arg content "$REVIEW_CONTENT" \
-            --arg run_id "${{ github.run_id }}" \
-            --arg repo "${{ github.repository }}" \
-            '{
-              "body": ("## 🤖 Automated Code Review by Ampcode\n\n**Review Summary:**\n\nI'\''ve analyzed the changes in this PR using AI-powered code review. Here are my findings:\n\n### 📋 Review Results\n\n```\n" + $content + "\n```\n\n### 🔍 Key Areas Reviewed\n- Code quality and best practices\n- Potential bugs and security issues\n- Performance considerations\n- Maintainability and readability\n\n### 📝 Notes\n- This is an automated review generated by Ampcode AI\n- Please review the suggestions and apply them as appropriate\n- For questions about specific recommendations, feel free to ask!\n\n---\n*Generated by [Ampcode](https://ampcode.com) • [View Workflow](https://github.com/" + $repo + "/actions/runs/" + $run_id + ")*"),
-              "event": "COMMENT"
-            }' > review_comment.json
-          
-          # Post the review comment
+
+          # Parse the review content for line-specific comments
+          # Look for patterns like "file.ts:123:issue description"
+          echo "$REVIEW_CONTENT" | grep -E '^[^:]+:[0-9]+:' > line_comments.txt || true
+
+          # If no line-specific comments found, create a general comment
+          if [ ! -s line_comments.txt ]; then
+            echo "No line-specific comments found, creating general review comment"
+            
+            # Create a general PR review comment
+            jq -n \
+              --arg content "$REVIEW_CONTENT" \
+              --arg run_id "${{ github.run_id }}" \
+              --arg repo "${{ github.repository }}" \
+              '{
+                "body": ("## 🤖 Automated Code Review by Ampcode\n\n**Review Summary:**\n\nI'\''ve analyzed the changes in this PR using AI-powered code review. Here are my findings:\n\n### 📋 Review Results\n\n```\n" + $content + "\n```\n\n### 🔍 Key Areas Reviewed\n- Code quality and best practices\n- Potential bugs and security issues\n- Performance considerations\n- Maintainability and readability\n\n### 📝 Notes\n- This is an automated review generated by Ampcode AI\n- Please review the suggestions and apply them as appropriate\n- For questions about specific recommendations, feel free to ask!\n\n---\n*Generated by [Ampcode](https://ampcode.com) • [View Workflow](https://github.com/" + $repo + "/actions/runs/" + $run_id + ")*"),
+                "event": "COMMENT"
+              }' > review_comment.json
+            
+            # Post the general review comment
+            curl -X POST \
+              -H "Authorization: token $GITHUB_TOKEN" \
+              -H "Accept: application/vnd.github.v3+json" \
+              -H "Content-Type: application/json" \
+              -d @review_comment.json \
+              "https://api.github.com/repos/${{ github.repository }}/pulls/${{ github.event.pull_request.number }}/reviews"
+            
+            echo "General review comment posted successfully"
+            exit 0
+          fi
+
+          # Process line-specific comments
+          echo "Processing line-specific comments..."
+
+          # Initialize arrays for the review
+          declare -a comments=()
+          comment_count=0
+
+          # Read line comments and create GitHub review comments
+          while IFS= read -r line; do
+            # Parse the line: file:line:comment
+            file_path=$(echo "$line" | cut -d: -f1)
+            line_number=$(echo "$line" | cut -d: -f2)
+            comment_text=$(echo "$line" | cut -d: -f3-)
+            
+            # Skip if file doesn't exist or line number is invalid
+            if [ ! -f "$file_path" ] || ! [[ "$line_number" =~ ^[0-9]+$ ]]; then
+              echo "Skipping invalid comment: $line"
+              continue
+            fi
+            
+            # Create the comment object
+            comment_obj=$(jq -n \
+              --arg path "$file_path" \
+              --arg line "$line_number" \
+              --arg body "🤖 **Ampcode Review:** $comment_text" \
+              '{
+                "path": $path,
+                "line": ($line | tonumber),
+                "body": $body
+              }')
+            
+            comments+=("$comment_obj")
+            comment_count=$((comment_count + 1))
+            
+            echo "Added comment for $file_path:$line_number"
+          done < line_comments.txt
+
+          # If we have comments, create the review
+          if [ $comment_count -gt 0 ]; then
+            # Create the review payload
+            jq -n \
+              --arg body "## 🤖 Automated Code Review by Ampcode\n\nI've reviewed the changes and found $comment_count issue(s) that need attention. Please review the inline comments below.\n\n---\n*Generated by [Ampcode](https://ampcode.com) • [View Workflow](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }})*" \
+              --arg event "REQUEST_CHANGES" \
+              --argjson comments "$(printf '%s\n' "${comments[@]}" | jq -s .)" \
+              '{
+                "body": $body,
+                "event": $event,
+                "comments": $comments
+              }' > review_payload.json
+            
+            # Post the review with line-specific comments
+            curl -X POST \
+              -H "Authorization: token $GITHUB_TOKEN" \
+              -H "Accept: application/vnd.github.v3+json" \
+              -H "Content-Type: application/json" \
+              -d @review_payload.json \
+              "https://api.github.com/repos/${{ github.repository }}/pulls/${{ github.event.pull_request.number }}/reviews"
+            
+            echo "Posted review with $comment_count line-specific comments"
+          else
+            echo "No valid line-specific comments to post"
+          fi
+
+      - name: Add Review Completed Reaction
+        if: always() && steps.changed-files.outputs.changed_files != ''
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          # Add a reaction to indicate review has completed
           curl -X POST \
             -H "Authorization: token $GITHUB_TOKEN" \
             -H "Accept: application/vnd.github.v3+json" \
             -H "Content-Type: application/json" \
-            -d @review_comment.json \
-            "https://api.github.com/repos/${{ github.repository }}/pulls/${{ github.event.pull_request.number }}/reviews"
-          
-          echo "Review comment posted successfully"
+            -d '{"content":"white_check_mark"}' \
+            "https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/reactions"
+
+          echo "Added ✅ reaction to indicate review has completed"
 
       - name: Cleanup
         if: always()
         run: |
           # Clean up temporary files
-          rm -f changed_files.txt ampcode_review.txt review_comment.json
+          rm -f changed_files.txt ampcode_review.txt review_comment.json review_payload.json line_comments.txt
           echo "Cleanup completed"
 
       - name: Summary
diff --git a/.github/workflows/close-stale-issues.yml b/.github/workflows/close-stale-issues.yml
index dd2d3244e..a6fcd3975 100644
--- a/.github/workflows/close-stale-issues.yml
+++ b/.github/workflows/close-stale-issues.yml
@@ -2,7 +2,7 @@ name: Close Stale Issues
 
 on:
   schedule:
-    - cron: "0 0 * * *"
+    - cron: '0 0 * * *'
 
 jobs:
   stale:
@@ -13,9 +13,9 @@ jobs:
     steps:
       - uses: actions/stale@v9
         with:
-          days-before-stale: 3
-          days-before-close: 0
-          only-issues: true
-          stale-issue-label: "stale"
-          stale-issue-message: "This issue is stale (3+ days) and will be closed."
-          close-issue-message: "Closing stale issue."
+          days-before-issue-stale: 3
+          days-before-issue-close: 0
+          days-before-pr-stale: -1
+          stale-issue-label: 'stale'
+          stale-issue-message: 'This issue is stale (3+ days) and will be closed.'
+          close-issue-message: 'Closing stale issue.'