diff --git a/.github/workflows/codebuild-ci.yml b/.github/workflows/codebuild-ci.yml
index 609c81b0340..be9184aa4d7 100644
--- a/.github/workflows/codebuild-ci.yml
+++ b/.github/workflows/codebuild-ci.yml
@@ -146,10 +146,22 @@ jobs:
         uses: actions/github-script@v7
         with:
           script: |
+            const fs = require('node:fs')
+
+            const prNumber = context.issue.number ?? process.env.SDK_PR
+            
+            const prInfo = await github.rest.pulls.get({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              pull_number: prNumber
+            })
+            
+            const hasAcknowledgeLabel = prInfo.data.labels.some(label => label.name === 'acknowledge-artifact-size-increase')
+            
             const getComments = 
               `query { 
                 repository(owner:"${context.repo.owner}", name:"${context.repo.repo}"){
-                  pullRequest(number: ${context.issue.number ?? process.env.SDK_PR}) {
+                  pullRequest(number: ${prNumber}) {
                     id
                     comments(last:100) {
                       nodes {
@@ -181,17 +193,31 @@ jobs:
               )
             await Promise.all(mutations)
 
-            const fs = require('node:fs')
             const comment = fs.readFileSync('build/reports/metrics/artifact-analysis.md', 'utf8')
 
             const writeComment = 
               `mutation {
                 addComment(input:{body:"""${comment}""", subjectId:"${response.repository.pullRequest.id}"}){
-                  clientMutationId
+                  commentEdge {
+                    node {
+                      id
+                    }
+                  }
                 }
               }`
             
-            await github.graphql(writeComment)
+            const addCommentResponse = await github.graphql(writeComment)
+            const newCommentId = addCommentResponse.addComment.commentEdge.node.id
+            
+            if (hasAcknowledgeLabel) {
+              await github.graphql(
+                `mutation {
+                  minimizeComment(input:{subjectId:"${newCommentId}", classifier:RESOLVED}){
+                    clientMutationId
+                  }
+                }`
+              )
+            }
 
       - name: Evaluate Result
         if: ${{ !contains(github.event.pull_request.labels.*.name, 'acknowledge-artifact-size-increase') }}