diff --git a/.github/scripts/ci-runner-routing.test.mjs b/.github/scripts/ci-runner-routing.test.mjs
index 1bc6a82fa09..875a82926c9 100644
--- a/.github/scripts/ci-runner-routing.test.mjs
+++ b/.github/scripts/ci-runner-routing.test.mjs
@@ -2,18 +2,15 @@
 // qwen-autofix.yml scan lane, the trusted-PR lanes of #13245, and the
 // control-plane jobs that run no PR code.
 //
-// classify_pr carries the routing logic TWICE — the `runs-on` expression
-// (which selects the classify job's own runner) and the `pick_runner` shell
-// step (which publishes `ubuntu_runner` for downstream Linux jobs). If
-// they drift, classify and the Test job land on different pools. These tests
-// evaluate BOTH against the same event matrix — including the negative
-// associations that must stay hosted — and assert they agree.
-//
-// pick_runner also publishes `lint_runner`, the one deliberate divergence:
-// Lint & Static routes EVERY pull request to the fleet, untrusted forks
-// included (maintainer decision 2026-10-31, shared-pool code-execution risk
-// accepted). The matrix below pins that divergence AND that ubuntu_runner
-// keeps the association gate for every other lane.
+// classify_pr's own runner is unconditional ECS (kill-switch excepted):
+// the gate executes only trusted base-SHA code with a read-only token, and
+// keeping it on hosted for forks queued the whole fork CI chain behind a
+// scarce pool (2026-10-31 decision, same accepted risk class as lint).
+// The association routing for DOWNSTREAM lanes lives in the `pick_runner`
+// shell step, which publishes `ubuntu_runner` (association-gated) and
+// `lint_runner` (every pull request reaches the fleet). The matrix below
+// pins the gate's unconditional routing AND that ubuntu_runner keeps the
+// association gate for the test/integration lanes.
 //
 // test_windows carries a deliberately different policy. A pull_request run
 // executes the workflow YAML from the PR's own merge commit, so any trust
@@ -52,15 +49,10 @@ const pickRunner = ciDoc.jobs.classify_pr.steps.find(
   (s) => s.id === 'pick_runner',
 );
 
-// GitHub expression semantics for the classify runs-on, restricted to the
-// routing-relevant inputs: contains(list, '') is false, a missing
+// GitHub expression semantics for the runs-on expressions, restricted to
+// the routing-relevant inputs: contains(list, '') is false, a missing
 // pull_request (merge_group / dispatch) yields '' for both head.repo and
 // author_association.
-function simulateRunsOn({ ecsDisabled, sameRepo, assoc, mergeGroup }) {
-  const trusted = TRUSTED.includes(assoc);
-  const ecs = !ecsDisabled && (sameRepo || trusted || mergeGroup);
-  return ecs ? ECS : HOSTED;
-}
 
 // Evaluates a real `runs-on` expression text with the routing inputs
 // substituted, leaving only the &&/||/parenthesis skeleton — which matches
@@ -186,25 +178,31 @@ const ASSOCIATIONS = [
 ];
 
 describe('ci.yml classify_pr runner routing', () => {
-  it('the expression and the shell step agree on every association', () => {
+  it('the gate routes every association to ECS; the kill-switch wins', () => {
+    // classify executes trusted base-SHA code only, so its own runner needs
+    // no association gate — a hosted gate queued the entire fork CI chain.
+    // The downstream ubuntu_runner keeps the gate (next test).
     for (const sameRepo of [true, false]) {
       for (const assoc of ASSOCIATIONS) {
-        const expected = simulateRunsOn({
-          ecsDisabled: false,
-          sameRepo,
-          assoc,
-          mergeGroup: false,
-        });
-        const actual = runPickRunner({
-          ecsDisabled: false,
-          sameRepo,
-          assoc,
-          eventName: 'pull_request',
-        });
-        assert.equal(
-          actual,
-          expected,
-          `drift for sameRepo=${sameRepo} assoc='${assoc}'`,
+        assert.deepEqual(
+          evalRunsOn(classifyRunsOn, {
+            ecsDisabled: false,
+            eventName: 'pull_request',
+            sameRepo,
+            assoc,
+          }),
+          JSON.parse(ECS),
+          `gate sameRepo=${sameRepo} assoc='${assoc}' must reach ECS`,
+        );
+        assert.deepEqual(
+          evalRunsOn(classifyRunsOn, {
+            ecsDisabled: true,
+            eventName: 'pull_request',
+            sameRepo,
+            assoc,
+          }),
+          JSON.parse(HOSTED),
+          `kill-switch must revert the gate (assoc='${assoc}')`,
         );
       }
     }
@@ -286,18 +284,17 @@ describe('ci.yml classify_pr runner routing', () => {
     }
   });
 
-  it('the runs-on expression keeps the trusted clause and kill-switch', () => {
-    // Structural pins for the expression half of the drift guard — the
-    // simulation above re-implements it, so pin the real text too.
-    assert.match(
-      classifyRunsOn,
-      /contains\(fromJSON\('\["OWNER","MEMBER","COLLABORATOR"\]'\), github\.event\.pull_request\.author_association\)/,
-    );
+  it('the gate expression is unconditional except the kill-switch', () => {
+    // Structural pins: no association/head-repo clause may creep back into
+    // the gate (it would re-queue fork CI on hosted), and the kill-switch
+    // must stay the single escape hatch.
+    assert.doesNotMatch(classifyRunsOn, /author_association/);
+    assert.doesNotMatch(classifyRunsOn, /head\.repo\.full_name/);
     assert.match(
       classifyRunsOn,
       /vars\.MAINTAINER_ECS_RUNNER_DISABLED != 'true'/,
     );
-    assert.match(classifyRunsOn, /github\.event_name == 'merge_group'/);
+    assert.match(classifyRunsOn, /ecs-qwen/);
   });
 });
 
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index f8f7354dd2f..58e2d1a2d42 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -114,18 +114,20 @@ jobs:
   classify_pr:
     name: 'Classify PR'
     if: "${{ github.event_name == 'pull_request' || github.event_name == 'merge_group' || github.event_name == 'workflow_dispatch' || github.event_name == 'push' }}"
-    # Gate runs on ECS for in-repo PRs, fork PRs whose author has write access
-    # (OWNER/MEMBER/COLLABORATOR association — a write-access author is as
-    # trusted as an in-repo branch), the merge queue, and pushes to main,
-    # else a busy hosted pool delays it and blocks the ECS-bound jobs. The
-    # kill-switch is read here, so flipping it reverts everything to hosted.
-    # This runs-on and the pick_runner step below are the canonical home of
-    # the association routing; sdk-java.yml and serve-ab.yml mirror it (the
-    # routing tests hold the mirrors to it). test_windows deliberately does
-    # not: a pull_request run executes the PR's own YAML, so no runs-on trust
-    # clause is enforceable there and its lane never admits pull requests to
-    # the pool.
-    runs-on: '${{ (vars.MAINTAINER_ECS_RUNNER_DISABLED != ''true'' && (github.event.pull_request.head.repo.full_name == github.repository || contains(fromJSON(''["OWNER","MEMBER","COLLABORATOR"]''), github.event.pull_request.author_association) || github.event_name == ''merge_group'' || github.event_name == ''push'')) && fromJSON(''["self-hosted", "linux", "x64", "ecs-qwen"]'') || fromJSON(''["ubuntu-latest"]'') }}'
+    # Gate runs on ECS for EVERY event it accepts — pull requests (untrusted
+    # forks included), merge queue, pushes to main, and dispatch — unless the
+    # kill-switch forces hosted. classify executes only trusted base-SHA code
+    # with a read-only token; the residual PR-YAML risk is the same class
+    # accepted for lint_and_static (2026-10-31 decision, see
+    # docs/design/2026-10-31-lint-static-ecs-routing.md). Keeping the gate on
+    # hosted for forks queued the entire fork CI chain behind a scarce pool.
+    # The association routing for the downstream lanes lives in pick_runner
+    # (ubuntu_runner) below; sdk-java.yml and serve-ab.yml mirror that form
+    # (the routing tests hold the mirrors to it). test_windows deliberately
+    # does not: a pull_request run executes the PR's own YAML, so no runs-on
+    # trust clause is enforceable there and its lane never admits pull
+    # requests to the pool.
+    runs-on: '${{ vars.MAINTAINER_ECS_RUNNER_DISABLED != ''true'' && fromJSON(''["self-hosted", "linux", "x64", "ecs-qwen"]'') || fromJSON(''["ubuntu-latest"]'') }}'
     continue-on-error: true
     permissions:
       contents: 'read'
diff --git a/docs/design/2026-10-31-lint-static-ecs-routing.md b/docs/design/2026-10-31-lint-static-ecs-routing.md
index b30ff72dd05..959a09689d1 100644
--- a/docs/design/2026-10-31-lint-static-ecs-routing.md
+++ b/docs/design/2026-10-31-lint-static-ecs-routing.md
@@ -19,6 +19,14 @@ assigned from a single resolved fleet ladder:
 | `ubuntu_runner` | same-repo heads, `OWNER` / `MEMBER` / `COLLABORATOR` authors, `merge_group`, `push` — else hosted | `test`, `integration_no_ak`, `integration_cli`, `web_shell_e2e_smoke` |
 | `lint_runner`   | every `pull_request`, untrusted forks included; otherwise identical to `ubuntu_runner`            | `lint_and_static`                                                     |
 
+`classify_pr`'s OWN runner is unconditional ECS (kill-switch excepted) for
+every event it accepts. The gate executes only trusted base-SHA code with a
+read-only token — strictly less exposure than the lint lane — and keeping it
+on hosted for untrusted forks queued the entire fork CI chain (classify is
+the `needs` prerequisite of every Linux lane) behind the scarce hosted pool.
+The association gate survives where it bounds heavy PR-code execution:
+`ubuntu_runner`, read by the test and integration lanes.
+
 Fallback priority: `MAINTAINER_ECS_RUNNER_DISABLED=true` overrides everything,
 including manual dispatch. `LINUX_RUNNER_FLEET=hosted` forces pull requests,
 merge groups and pushes to hosted, but a `workflow_dispatch` run whose
@@ -123,7 +131,9 @@ minutes, test 120, web-shell smoke 60, no-AK integration 30.
 ## Tests
 
 `.github/scripts/ci-runner-routing.test.mjs` (in `HELPER_TESTS`, so it gates
-every full-profile PR) pins: the producer binding
+every full-profile PR) pins: the gate's unconditional ECS routing across the
+full association matrix (kill-switch reverting it, no association clause
+creeping back), the producer binding
 (`classify_pr.outputs.lint_runner` ← `pick_runner`), the full association /
 event matrix against the real selector shell, the single-lane scope of
 `lint_runner` (a superset must update this record), the run-unique HOME
@@ -138,12 +148,14 @@ why the load-bearing HOME guard lives in the routing battery.
 ## Decision record and open questions
 
 - Acceptance: jinjing reviewed and accepted the shared-pool code-execution
-  risk on 2026-10-31, with Lint & Static as the sole default-routing change —
-  noting that the association gate is not enforceable against a fork that
-  rewrites the workflow YAML, so the acceptance covers the residual surface
-  above, not a one-lane fence. A second maintainer's confirmation is welcome
-  (triage stage-3 deferred on exactly this); it is a human decision, not a
-  code change.
+  risk on 2026-10-31 for Lint & Static, and later the same day extended the
+  default ECS routing to the classify_pr gate (a strict subset of the lint
+  exposure: trusted base-SHA code, read-only token) so fork PRs no longer
+  queue behind hosted at the prerequisite job — noting that the association
+  gate is not enforceable against a fork that rewrites the workflow YAML, so
+  the acceptance covers the residual surface above, not a one-lane fence. A
+  second maintainer's confirmation is welcome (triage stage-3 deferred on
+  exactly this); it is a human decision, not a code change.
 - The PR's own CI exercises the routing plumbing on the pool (the author is a
   collaborator, so both outputs agree on that run); the fork divergence is
   proven by the routing battery, and its first live end-to-end witness is the
diff --git a/docs/design/2026-10-31-lint-static-ecs-routing.zh-CN.md b/docs/design/2026-10-31-lint-static-ecs-routing.zh-CN.md
index 2cbd2b5fc49..adac55c3855 100644
--- a/docs/design/2026-10-31-lint-static-ecs-routing.zh-CN.md
+++ b/docs/design/2026-10-31-lint-static-ecs-routing.zh-CN.md
@@ -18,6 +18,12 @@
 | `ubuntu_runner` | 同仓库 head、`OWNER` / `MEMBER` / `COLLABORATOR` 作者、`merge_group`、`push`，其余走 hosted | `test`、`integration_no_ak`、`integration_cli`、`web_shell_e2e_smoke` |
 | `lint_runner`   | 每一个 `pull_request`，未受信 fork 也算；其余情况与 `ubuntu_runner` 相同                    | `lint_and_static`                                                     |
 
+`classify_pr` 自身的 runner 对其接纳的所有事件一律走 ECS（kill-switch 除外）。
+门禁 job 只执行可信 base-SHA 的代码、拿只读 token——暴露面严格小于 lint
+车道；而把它对不可信 fork 留在 hosted，会让整条 fork CI 链（classify 是所有
+Linux 车道的 `needs` 前置）排在稀缺的 hosted 池后面。association 门禁保留在
+它真正约束重 PR 代码执行的地方：`ubuntu_runner`（test 与集成车道读取）。
+
 回退优先级：`MAINTAINER_ECS_RUNNER_DISABLED=true` 覆盖一切，包括手动调度。
 `LINUX_RUNNER_FLEET=hosted` 把 pull request、merge group 和 push 强制到 hosted，
 但 `workflow_dispatch` 的 `linux_runner` 输入若显式选择 `self-hosted` /
@@ -102,21 +108,25 @@ smoke 60、no-AK 集成 30。
 ## 测试
 
 `.github/scripts/ci-runner-routing.test.mjs`（在 `HELPER_TESTS` 里，因此门禁
-每个 full-profile PR）钉住：生产者绑定（`classify_pr.outputs.lint_runner` ←
-`pick_runner`）、真实选择器 shell 在全 association/事件矩阵下的行为、
-`lint_runner` 的单车道范围（超集必须更新本记录）、首步发布的 run 唯一 HOME
-（先清后建、共享可校验缓存）、清理步骤先于收集器、以及两个输出在未建模的
-fleet 值下仍走同一份标签。`scripts/tests/ci-platform-lanes.test.js` 钉住
+每个 full-profile PR）钉住：门禁 job 在全 association 矩阵下无条件走 ECS
+（kill-switch 可退回、association 子句不得回潮）、生产者绑定
+（`classify_pr.outputs.lint_runner` ← `pick_runner`）、真实选择器 shell 在全
+association/事件矩阵下的行为、`lint_runner` 的单车道范围（超集必须更新本记录）、
+首步发布的 run 唯一 HOME（先清后建、共享可校验缓存）、清理步骤先于收集器、
+以及两个输出在未建模的 fleet 值下仍走同一份标签。
+`scripts/tests/ci-platform-lanes.test.js` 钉住
 `runs-on` 字面量（lint 读 `lint_runner`、test 读 `ubuntu_runner`），并按各车道
 自己的路由输出求值 timeout；注意该套件在 merge queue 之后才跑，所以承重的
 HOME 守卫放在路由电池里。
 
 ## 决策记录与开放问题
 
-- 接受记录：jinjing 于 2026-10-31 评审并接受共享池代码执行风险，Lint & Static
-  是唯一的默认路由变更——并注明 association 门禁对改写 workflow YAML 的 fork
-  不可强制，因此接受范围覆盖上述残余暴露面，而不是一道单车道围栏。欢迎第二位
-  维护者确认（triage stage-3 正是因此暂缓）；这是人的决定，不是代码变更。
+- 接受记录：jinjing 于 2026-10-31 评审并接受共享池代码执行风险（Lint & Static），
+  同日稍晚将默认 ECS 路由扩展到 classify_pr 门禁 job（lint 暴露面的严格子集：
+  可信 base-SHA 代码、只读 token），使 fork PR 不再在前置 job 上排 hosted 队——
+  并注明 association 门禁对改写 workflow YAML 的 fork 不可强制，因此接受范围
+  覆盖上述残余暴露面，而不是一道单车道围栏。欢迎第二位维护者确认（triage
+  stage-3 正是因此暂缓）；这是人的决定，不是代码变更。
 - PR 自身 CI 在池上验证路由管道（作者是 collaborator，该运行中两个输出一致）；
   fork 分歧由路由回归矩阵证明，其首个线上端到端见证是下一个不可信 fork PR。
 - 另行拥有的后续：per-run HOME 下恢复热共享 pnpm store（如通过 `XDG_DATA_HOME`