diff --git a/.github/scripts/pr-triage.sh b/.github/scripts/pr-triage.sh
deleted file mode 100755
index aeab6d268d..0000000000
--- a/.github/scripts/pr-triage.sh
+++ /dev/null
@@ -1,144 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-# Initialize a comma-separated string to hold PR numbers that need a comment
-PRS_NEEDING_COMMENT=""
-
-# Function to process a single PR
-process_pr() {
-    if [[ -z "${GITHUB_REPOSITORY:-}" ]]; then
-        echo "‼️ Missing \$GITHUB_REPOSITORY - this must be run from GitHub Actions"
-        return 1
-    fi
-
-    if [[ -z "${GITHUB_OUTPUT:-}" ]]; then
-        echo "‼️ Missing \$GITHUB_OUTPUT - this must be run from GitHub Actions"
-        return 1
-    fi
-
-    local PR_NUMBER=$1
-    echo "🔄 Processing PR #${PR_NUMBER}"
-
-    # Get closing issue number with error handling
-    local ISSUE_NUMBER
-    if ! ISSUE_NUMBER=$(gh pr view "${PR_NUMBER}" --repo "${GITHUB_REPOSITORY}" --json closingIssuesReferences -q '.closingIssuesReferences.nodes[0].number' 2>/dev/null); then
-        echo "   ⚠️ Could not fetch closing issue for PR #${PR_NUMBER}"
-    fi
-
-    if [[ -z "${ISSUE_NUMBER}" ]]; then
-        echo "ℹ️  No linked issue found for PR #${PR_NUMBER} - this is acceptable for independent contributions"
-        # We no longer require PRs to have linked issues
-        # Independent valuable contributions are encouraged
-    else
-        echo "🔗 Found linked issue #${ISSUE_NUMBER}"
-
-        # Remove status/need-issue label if present (legacy cleanup)
-        if ! gh pr edit "${PR_NUMBER}" --repo "${GITHUB_REPOSITORY}" --remove-label "status/need-issue" 2>/dev/null; then
-            echo "   status/need-issue label not present or could not be removed"
-        fi
-
-        # Get issue labels
-        echo "📥 Fetching labels from issue #${ISSUE_NUMBER}"
-        local ISSUE_LABELS=""
-        if ! ISSUE_LABELS=$(gh issue view "${ISSUE_NUMBER}" --repo "${GITHUB_REPOSITORY}" --json labels -q '.labels[].name' 2>/dev/null | tr '\n' ',' | sed 's/,$//' || echo ""); then
-            echo "   ⚠️ Could not fetch issue #${ISSUE_NUMBER} (may not exist or be in different repo)"
-            ISSUE_LABELS=""
-        fi
-
-        # Get PR labels
-        echo "📥 Fetching labels from PR #${PR_NUMBER}"
-        local PR_LABELS=""
-        if ! PR_LABELS=$(gh pr view "${PR_NUMBER}" --repo "${GITHUB_REPOSITORY}" --json labels -q '.labels[].name' 2>/dev/null | tr '\n' ',' | sed 's/,$//' || echo ""); then
-            echo "   ⚠️ Could not fetch PR labels"
-            PR_LABELS=""
-        fi
-
-        echo "   Issue labels: ${ISSUE_LABELS}"
-        echo "   PR labels: ${PR_LABELS}"
-
-        # Convert comma-separated strings to arrays
-        local ISSUE_LABEL_ARRAY PR_LABEL_ARRAY
-        IFS=',' read -ra ISSUE_LABEL_ARRAY <<< "${ISSUE_LABELS}"
-        IFS=',' read -ra PR_LABEL_ARRAY <<< "${PR_LABELS}"
-
-        # Find labels to add (on issue but not on PR)
-        local LABELS_TO_ADD=""
-        for label in "${ISSUE_LABEL_ARRAY[@]}"; do
-            if [[ -n "${label}" ]] && [[ " ${PR_LABEL_ARRAY[*]} " != *" ${label} "* ]]; then
-                if [[ -z "${LABELS_TO_ADD}" ]]; then
-                    LABELS_TO_ADD="${label}"
-                else
-                    LABELS_TO_ADD="${LABELS_TO_ADD},${label}"
-                fi
-            fi
-        done
-
-        # Find labels to remove (on PR but not on issue)
-        local LABELS_TO_REMOVE=""
-        for label in "${PR_LABEL_ARRAY[@]}"; do
-            if [[ -n "${label}" ]] && [[ " ${ISSUE_LABEL_ARRAY[*]} " != *" ${label} "* ]]; then
-                # Don't remove status/need-issue since we already handled it (legacy cleanup)
-                if [[ "${label}" != "status/need-issue" ]]; then
-                    if [[ -z "${LABELS_TO_REMOVE}" ]]; then
-                        LABELS_TO_REMOVE="${label}"
-                    else
-                        LABELS_TO_REMOVE="${LABELS_TO_REMOVE},${label}"
-                    fi
-                fi
-            fi
-        done
-
-        # Apply label changes
-        if [[ -n "${LABELS_TO_ADD}" ]]; then
-            echo "➕ Adding labels: ${LABELS_TO_ADD}"
-            if ! gh pr edit "${PR_NUMBER}" --repo "${GITHUB_REPOSITORY}" --add-label "${LABELS_TO_ADD}" 2>/dev/null; then
-                echo "   ⚠️ Failed to add some labels"
-            fi
-        fi
-
-        if [[ -z "${LABELS_TO_ADD}" ]]; then
-            echo "✅ Labels already synchronized"
-        fi
-        echo "needs_comment=false" >> "${GITHUB_OUTPUT}"
-    fi
-}
-
-# If PR_NUMBER is set, process only that PR
-if [[ -n "${PR_NUMBER:-}" ]]; then
-    if ! process_pr "${PR_NUMBER}"; then
-        echo "❌ Failed to process PR #${PR_NUMBER}"
-        exit 1
-    fi
-else
-    # Otherwise, get all open PRs and process them
-    # The script logic will determine which ones need issue linking or label sync
-    echo "📥 Getting all open pull requests..."
-    if ! PR_NUMBERS=$(gh pr list --repo "${GITHUB_REPOSITORY}" --state open --limit 1000 --json number -q '.[].number' 2>/dev/null); then
-        echo "❌ Failed to fetch PR list"
-        exit 1
-    fi
-
-    if [[ -z "${PR_NUMBERS}" ]]; then
-        echo "✅ No open PRs found"
-    else
-        # Count the number of PRs
-        PR_COUNT=$(echo "${PR_NUMBERS}" | wc -w | tr -d ' ')
-        echo "📊 Found ${PR_COUNT} open PRs to process"
-
-        for pr_number in ${PR_NUMBERS}; do
-            if ! process_pr "${pr_number}"; then
-                echo "⚠️ Failed to process PR #${pr_number}, continuing with next PR..."
-                continue
-            fi
-        done
-    fi
-fi
-
-# Ensure output is always set, even if empty
-if [[ -z "${PRS_NEEDING_COMMENT}" ]]; then
-    echo "prs_needing_comment=[]" >> "${GITHUB_OUTPUT}"
-else
-    echo "prs_needing_comment=[${PRS_NEEDING_COMMENT}]" >> "${GITHUB_OUTPUT}"
-fi
-
-echo "✅ PR triage completed"
diff --git a/.github/workflows/gemini-scheduled-pr-triage.yml b/.github/workflows/gemini-scheduled-pr-triage.yml
deleted file mode 100644
index 77119672cf..0000000000
--- a/.github/workflows/gemini-scheduled-pr-triage.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: 'Qwen Scheduled PR Triage 🚀'
-
-on:
-  schedule:
-    - cron: '*/15 * * * *' # Runs every 15 minutes
-  workflow_dispatch:
-
-jobs:
-  audit-prs:
-    timeout-minutes: 15
-    if: |-
-      ${{ github.repository == 'QwenLM/qwen-code' }}
-    permissions:
-      contents: 'read'
-      id-token: 'write'
-      issues: 'write'
-      pull-requests: 'write'
-    runs-on: 'ubuntu-latest'
-    outputs:
-      prs_needing_comment: '${{ steps.run_triage.outputs.prs_needing_comment }}'
-    steps:
-      - name: 'Checkout'
-        uses: 'actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10'  # v6.0.3
-
-      - name: 'Run PR Triage Script'
-        id: 'run_triage'
-        env:
-          GITHUB_TOKEN: '${{ secrets.GITHUB_TOKEN }}'
-          GITHUB_REPOSITORY: '${{ github.repository }}'
-        run: './.github/scripts/pr-triage.sh'
diff --git a/docs/developers/development/issue-and-pr-automation.md b/docs/developers/development/issue-and-pr-automation.md
index dff4d377a4..cb075c72f1 100644
--- a/docs/developers/development/issue-and-pr-automation.md
+++ b/docs/developers/development/issue-and-pr-automation.md
@@ -44,21 +44,7 @@ This workflow ensures that all changes meet our quality standards before they ca
   - Ensure all CI checks pass. A green checkmark ✅ will appear next to your commit when everything is successful.
   - If a check fails (a red "X" ❌), click the "Details" link next to the failed check to view the logs, identify the problem, and push a fix.
 
-### 3. Ongoing Triage for Pull Requests: `PR Auditing and Label Sync`
-
-This workflow runs periodically to ensure all open PRs are correctly linked to issues and have consistent labels.
-
-- **Workflow File**: `.github/workflows/gemini-scheduled-pr-triage.yml`
-- **When it runs**: Every 15 minutes on all open pull requests.
-- **What it does**:
-  - **Checks for a linked issue**: The bot scans your PR description for a keyword that links it to an issue (e.g., `Fixes #123`, `Closes #456`).
-  - **Adds `status/need-issue`**: If no linked issue is found, the bot will add the `status/need-issue` label to your PR. This is a clear signal that an issue needs to be created and linked.
-  - **Synchronizes labels**: If an issue _is_ linked, the bot ensures the PR's labels perfectly match the issue's labels. It will add any missing labels and remove any that don't belong, and it will remove the `status/need-issue` label if it was present.
-- **What you should do**:
-  - **Always link your PR to an issue.** This is the most important step. Add a line like `Resolves #<issue-number>` to your PR description.
-  - This will ensure your PR is correctly categorized and moves through the review process smoothly.
-
-### 4. Release Automation
+### 3. Release Automation
 
 This workflow handles the process of packaging and publishing new versions of Qwen Code.
 
diff --git a/scripts/tests/issue-triage-ownership-workflow.test.js b/scripts/tests/issue-triage-ownership-workflow.test.js
index 6fcfd0cd47..62681ad0dd 100644
--- a/scripts/tests/issue-triage-ownership-workflow.test.js
+++ b/scripts/tests/issue-triage-ownership-workflow.test.js
@@ -15,6 +15,7 @@ const issueWorkflow = readFileSync(
 );
 const legacyWorkflows = [
   'check-issue-completeness.yml',
+  'gemini-scheduled-pr-triage.yml',
   'qwen-automated-issue-triage.yml',
   'qwen-scheduled-issue-triage.yml',
 ];
@@ -52,7 +53,7 @@ describe('issue triage workflow ownership', () => {
     );
   });
 
-  it('removes disabled legacy issue triage workflows', () => {
+  it('removes disabled legacy triage workflows', () => {
     for (const file of legacyWorkflows) {
       expect(existsSync(`${workflowsDir}/${file}`)).toBe(false);
     }