diff --git a/.github/workflows/pr-self-report-label.yml b/.github/workflows/pr-self-report-label.yml
new file mode 100644
index 00000000000..32476499238
--- /dev/null
+++ b/.github/workflows/pr-self-report-label.yml
@@ -0,0 +1,88 @@
+name: 'PR self-report label'
+
+# When a PR closes an issue that its OWN author opened (self-reported and
+# self-fixed), apply a label so a reviewer can see at a glance that the problem
+# itself was not independently reported — worth a look that the issue is real,
+# not only that the fix is correct. Metadata only: it reads the PR's linked
+# issues and applies a label, and NEVER checks out the PR's code, so running
+# under pull_request_target (needed for write access on fork PRs) is safe.
+
+on:
+  pull_request_target:
+    types: ['opened', 'edited', 'reopened', 'synchronize']
+
+permissions:
+  contents: 'read'
+  issues: 'write'
+  pull-requests: 'write'
+
+concurrency:
+  group: 'pr-self-report-${{ github.event.pull_request.number }}'
+  cancel-in-progress: true
+
+jobs:
+  label:
+    if: |-
+      ${{ github.repository == 'QwenLM/qwen-code' }}
+    runs-on: 'ubuntu-latest'
+    timeout-minutes: 5
+    steps:
+      - name: 'Label a self-reported PR'
+        # PR-controlled values reach the script ONLY through env, never
+        # interpolated into the run body — the injection-safe pattern for
+        # pull_request_target.
+        env:
+          GH_TOKEN: '${{ secrets.GITHUB_TOKEN }}'
+          REPO: '${{ github.repository }}'
+          PR: '${{ github.event.pull_request.number }}'
+          PR_AUTHOR: '${{ github.event.pull_request.user.login }}'
+          LABEL: 'review/self-reported'
+        run: |
+          set -euo pipefail
+          # Issues this PR closes — "Fixes/Closes #N" keywords AND Development
+          # sidebar links — and the login that OPENED each. Track whether the
+          # query succeeded: an API blip must never strip a correct label, so a
+          # failed query sets API_OK=false and blocks removal (fail-open) rather
+          # than masquerading as "no linked issues".
+          API_OK='false'
+          if ISSUE_AUTHORS="$(gh api graphql \
+            -f owner="${REPO%/*}" -f name="${REPO#*/}" -F pr="${PR}" -f query='
+            query($owner: String!, $name: String!, $pr: Int!) {
+              repository(owner: $owner, name: $name) {
+                pullRequest(number: $pr) {
+                  closingIssuesReferences(first: 50) { nodes { author { login } } }
+                }
+              }
+            }' --jq '.data.repository.pullRequest.closingIssuesReferences.nodes[]
+                     | .author.login // empty' 2> /dev/null)"; then
+            API_OK='true'
+          fi
+
+          # Self-reported iff SOME closed issue was opened by the PR author.
+          SELF='false'
+          while IFS= read -r a; do
+            if [[ -n "${a}" && "${a}" == "${PR_AUTHOR}" ]]; then
+              SELF='true'
+              break
+            fi
+          done <<< "${ISSUE_AUTHORS}"
+
+          HAS_LABEL="$(gh pr view "${PR}" --repo "${REPO}" --json labels \
+            --jq "[.labels[].name] | index(\"${LABEL}\") != null" 2> /dev/null || echo 'false')"
+
+          if [[ "${SELF}" == 'true' && "${HAS_LABEL}" != 'true' ]]; then
+            # Create the label on first use (idempotent), then apply it.
+            gh label create "${LABEL}" --repo "${REPO}" --color 'BFD4F2' \
+              --description 'The linked issue was opened by the PR author (self-reported)' \
+              2> /dev/null || true
+            gh pr edit "${PR}" --repo "${REPO}" --add-label "${LABEL}"
+            echo "🏷️ #${PR}: added ${LABEL} — a closed issue was opened by ${PR_AUTHOR}"
+          elif [[ "${SELF}" != 'true' && "${HAS_LABEL}" == 'true' && "${API_OK}" == 'true' ]]; then
+            # The link was removed or re-pointed to someone else's issue — clear
+            # the now-stale label so it never lies. Only when the query itself
+            # succeeded: an API failure must not look like "no self-reported link".
+            gh pr edit "${PR}" --repo "${REPO}" --remove-label "${LABEL}"
+            echo "🏷️ #${PR}: removed ${LABEL} — no self-reported linked issue"
+          else
+            echo "#${PR}: no change (self=${SELF}, labeled=${HAS_LABEL}, api=${API_OK})"
+          fi
diff --git a/scripts/tests/pr-self-report-label.test.js b/scripts/tests/pr-self-report-label.test.js
new file mode 100644
index 00000000000..f9c695d5026
--- /dev/null
+++ b/scripts/tests/pr-self-report-label.test.js
@@ -0,0 +1,132 @@
+/**
+ * @license
+ * Copyright 2025 Google LLC
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+import { describe, expect, it } from 'vitest';
+import {
+  chmodSync,
+  existsSync,
+  mkdirSync,
+  mkdtempSync,
+  readFileSync,
+  rmSync,
+  writeFileSync,
+} from 'node:fs';
+import { join } from 'node:path';
+import { tmpdir } from 'node:os';
+import { execFileSync } from 'node:child_process';
+import { parse } from 'yaml';
+
+const workflow = parse(
+  readFileSync('.github/workflows/pr-self-report-label.yml', 'utf8'),
+);
+const runBlock = workflow.jobs.label.steps[0].run;
+
+// The step decides label state from two inputs: the logins that opened the PR's
+// closed issues (gh api graphql) and whether the label is already present (gh pr
+// view). Stub both and record which mutation, if any, it makes.
+const GH_STUB = [
+  '#!/usr/bin/env bash',
+  'echo "gh $*" >> "${CALLS_LOG}"',
+  'case "$*" in',
+  "  *'api graphql'*) [ \"${GH_API_FAILS:-false}\" = true ] && exit 1; printf '%s\\n' ${GH_ISSUE_AUTHORS:-} ;;",
+  "  *'pr view'*labels*) { [ \"${GH_HAS_LABEL:-false}\" = true ] && printf 'true' || printf 'false'; } ;;",
+  '  *) : ;;',
+  'esac',
+  'exit 0',
+].join('\n');
+
+describe('pr-self-report-label', () => {
+  const run = ({
+    prAuthor = 'alice',
+    issueAuthors = '',
+    hasLabel = false,
+    apiFails = false,
+  }) => {
+    const dir = mkdtempSync(join(tmpdir(), 'lbl-'));
+    const bin = join(dir, 'bin');
+    mkdirSync(bin);
+    const callsLog = join(dir, 'calls.log');
+    writeFileSync(join(bin, 'gh'), GH_STUB);
+    chmodSync(join(bin, 'gh'), 0o755);
+    const out = execFileSync('bash', ['-c', runBlock], {
+      env: {
+        ...process.env,
+        PATH: `${bin}:${process.env.PATH}`,
+        CALLS_LOG: callsLog,
+        REPO: 'o/r',
+        PR: '1',
+        PR_AUTHOR: prAuthor,
+        LABEL: 'review/self-reported',
+        GH_ISSUE_AUTHORS: issueAuthors,
+        GH_HAS_LABEL: String(hasLabel),
+        GH_API_FAILS: String(apiFails),
+      },
+      encoding: 'utf8',
+    });
+    const calls = existsSync(callsLog) ? readFileSync(callsLog, 'utf8') : '';
+    rmSync(dir, { recursive: true, force: true });
+    return {
+      added: /add-label/.test(calls),
+      removed: /remove-label/.test(calls),
+      labelCreated: /label create/.test(calls),
+      out: out.trim(),
+    };
+  };
+
+  it('labels a PR that closes an issue its own author opened', () => {
+    expect(run({ prAuthor: 'alice', issueAuthors: 'alice' })).toMatchObject({
+      added: true,
+      removed: false,
+      labelCreated: true,
+    });
+    // One self-reported issue among several linked is enough.
+    expect(
+      run({ prAuthor: 'alice', issueAuthors: 'bob\nalice\ncarol' }).added,
+    ).toBe(true);
+  });
+
+  it('removes the label once no closed issue is self-reported', () => {
+    // The link was re-pointed to someone else's issue…
+    expect(
+      run({ prAuthor: 'alice', issueAuthors: 'bob', hasLabel: true }),
+    ).toMatchObject({ added: false, removed: true });
+    // …or removed entirely.
+    expect(
+      run({ prAuthor: 'alice', issueAuthors: '', hasLabel: true }).removed,
+    ).toBe(true);
+  });
+
+  it('makes no change when the label already matches the state', () => {
+    expect(
+      run({ prAuthor: 'alice', issueAuthors: 'alice', hasLabel: true }),
+    ).toMatchObject({ added: false, removed: false });
+    expect(
+      run({ prAuthor: 'alice', issueAuthors: 'bob', hasLabel: false }),
+    ).toMatchObject({ added: false, removed: false });
+    // A PR that closes no issue is never labelled.
+    expect(
+      run({ prAuthor: 'alice', issueAuthors: '', hasLabel: false }),
+    ).toMatchObject({ added: false, removed: false });
+  });
+
+  it('fails open: a GraphQL failure never adds or removes the label', () => {
+    // gh api graphql 5xx → API_OK=false. The label state is unknown, so the
+    // step must leave it untouched rather than read empty results as
+    // "no self-reported link" and strip a correct label.
+    expect(
+      run({ prAuthor: 'alice', hasLabel: true, apiFails: true }),
+    ).toMatchObject({ added: false, removed: false });
+    expect(
+      run({ prAuthor: 'alice', hasLabel: false, apiFails: true }),
+    ).toMatchObject({ added: false, removed: false });
+  });
+
+  it('never interpolates PR-controlled data into the run body (env only)', () => {
+    // pull_request_target hardening: the author/number/label reach the script
+    // only through env, so a crafted title or body cannot inject shell.
+    expect(runBlock).not.toMatch(/\$\{\{/);
+  });
+});