From e0cf0f30f65de6de8761218340bf695164849ec7 Mon Sep 17 00:00:00 2001
From: "z.zhang" <andy_azhen@163.com>
Date: Tue, 22 Sep 2026 14:44:02 +0800
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- 增加默认通用约束、计划员扩充规则库及 P2 确认链路\n- 收口急单评估/应用口径，由排产引擎结论优先并改为计划员语言\n- 补充后端黄金测试、离线 E2E 与产品说明
---
 apps/web/e2e/planner-constraint-rules.spec.ts | 238 ++++++++++++
 apps/web/src/api/client.ts                    |  31 +-
 apps/web/src/gov/GovConsole.tsx               | 224 +++++++++--
 apps/web/src/styles.css                       |  59 +++
 docs/architecture/harness.md                  |   5 +
 ...aps-planner-rush-natural-language-tests.md |  65 ++++
 server/agent_core/fallback_lane.py            |  56 +++
 server/agent_core/harness.py                  |   4 +
 server/aps_domain/constraint_rules.py         | 352 ++++++++++++++++++
 server/aps_domain/lns.py                      |  70 +++-
 server/aps_domain/rush.py                     |  33 +-
 server/aps_domain/sop_rules.py                |  57 ++-
 server/aps_domain/workflow.py                 | 100 +++--
 server/contracts.py                           |   2 +
 server/gateway/app.py                         |  29 ++
 server/integrations/pi_bridge.py              |   8 +
 shared/schemas/intent.schema.json             |   2 +
 tests/golden/test_constraint_rules.py         | 303 +++++++++++++++
 .../test_planner_rush_natural_language.py     | 288 ++++++++++++++
 tests/golden/test_rush_lns.py                 |  26 +-
 tests/golden/test_sop_rules.py                |  17 +
 tests/golden/test_workflow_pi_contract.py     |   2 +-
 22 files changed, 1869 insertions(+), 102 deletions(-)
 create mode 100644 apps/web/e2e/planner-constraint-rules.spec.ts
 create mode 100644 docs/product/aps-planner-rush-natural-language-tests.md
 create mode 100644 server/aps_domain/constraint_rules.py
 create mode 100644 tests/golden/test_constraint_rules.py
 create mode 100644 tests/golden/test_planner_rush_natural_language.py

diff --git a/apps/web/e2e/planner-constraint-rules.spec.ts b/apps/web/e2e/planner-constraint-rules.spec.ts
new file mode 100644
index 0000000..ccf68f0
--- /dev/null
+++ b/apps/web/e2e/planner-constraint-rules.spec.ts
@@ -0,0 +1,238 @@
+// ============================================================
+// 约束规则库（设置 → 约束配置）离线 E2E
+// 计划员反馈（2026-09-17）：约束配置要有默认通用规则，后面靠对话里的一句话
+// 不断扩充，并按类别 / 按项目归档；没接入排产引擎的规则必须如实标注。
+// 全部离线：/api/** 一律本地桩，不连现场后端，不写任何真实数据。
+// ============================================================
+import { test, expect, type Page } from '@playwright/test';
+import os from 'node:os';
+import path from 'node:path';
+
+const SHOT_DIR = process.env.E2E_SHOT_DIR || os.tmpdir();
+
+const json = (body: unknown, status = 200) => ({
+  status, contentType: 'application/json', body: JSON.stringify(body),
+});
+
+const PROFILE = {
+  profileId: 'default',
+  name: '默认约束剖面',
+  constraints: [
+    {
+      id: 'C6_material_kit', code: 'C6', name: '物料齐套', group: 'material',
+      kind: 'soft', enabled: true, configurable: true, weight: 0.8,
+      description: '缺料：硬=阻断发布；软=带风险排入；关闭=不检查（硬/软可配）',
+    },
+    {
+      id: 'C8_due_date', code: 'C8', name: '订单交期', group: 'order',
+      kind: 'soft', enabled: true, configurable: true, weight: 0.6,
+      description: '延期进冲突与 KPI，默认不拦发布',
+    },
+  ],
+  groups: [
+    { id: 'material', label: '物料', items: ['C6_material_kit'] },
+    { id: 'order', label: '订单', items: ['C8_due_date'] },
+  ],
+};
+
+const BOUND_RULE = {
+  id: 'R-001', name: '缺料必须挡住发布', category: 'process', categoryLabel: '工艺',
+  scope: 'project', scopeLabel: '仅本项目', kindLabel: '必须满足', enabled: true,
+  boundConstraintId: 'C6_material_kit',
+  effect: { bound: true, enforced: true, text: '由内置规则《物料齐套》执行（已启用／硬约束）' },
+};
+
+const RECORD_ONLY_RULE = {
+  id: 'R-002', name: '喷涂线每天最多八小时', category: 'capacity', categoryLabel: '产能',
+  scope: 'tenant', scopeLabel: '全厂', kindLabel: '尽量满足', enabled: false,
+  effect: { bound: false, enforced: false, text: '已记录，暂未接入排产引擎' },
+};
+
+const LIBRARY = {
+  builtin: { total: 15, enabled: 14, configurable: 10 },
+  custom: [BOUND_RULE, RECORD_ONLY_RULE],
+  groups: [
+    { id: 'process', label: '工艺', items: [BOUND_RULE] },
+    { id: 'capacity', label: '产能', items: [RECORD_ONLY_RULE] },
+  ],
+  categories: [
+    { id: 'process', label: '工艺' },
+    { id: 'capacity', label: '产能' },
+    { id: 'order', label: '订单' },
+  ],
+  scopes: [{ id: 'project', label: '仅本项目' }, { id: 'tenant', label: '全厂' }],
+  summary: { builtinTotal: 15, customTotal: 2, engineBound: 1, recordOnly: 1 },
+};
+
+const SOP_ITEMS = [{
+  assetId: 'sop-changeover-1',
+  title: '换线标准SOP',
+  tags: ['换线'],
+  effectCount: 3,
+  compilable: true,
+  summary: 'C10_changeover→开/soft；跨族换型默认60.0分；建议策略CHANGEOVER_MIN；C13_sop→开/soft',
+  plannerSummary: '将换型顺序纳入排产控制；跨产品族换型预留 60 分钟；优先连续生产同一产品族',
+}];
+
+async function stubApi(page: Page): Promise<void> {
+  await page.route((url: URL) => url.pathname.startsWith('/api/'), route => {
+    const path = new URL(route.request().url()).pathname;
+    switch (path) {
+      case '/api/health':
+        return route.fulfill(json({ interfaceVersion: '1.0', authProvider: 'local', licenseProvider: 'local' }));
+      case '/api/auth/me':
+        return route.fulfill(json({
+          user: {
+            user_id: 'user-1', username: 'e2e', fullname: 'E2E', tenant_uuid: 'tenant-1',
+            roles: ['admin'], auth_kind: 'user',
+          },
+          provider: 'local',
+          license: null,
+        }));
+      case '/api/features':
+        return route.fulfill(json({ version: 1, source: 'default', path: '', error: null, unknown: [], features: {} }));
+      case '/api/workspace':
+        return route.fulfill(json({
+          projects: [],
+          sessions: [{
+            id: 'session-1', projectId: '__personal__', title: 'E2E', status: 'running',
+            updatedAt: '2026-09-17 10:00:00', scope: 'personal',
+          }],
+          files: [], messages: { 'session-1': [] },
+          activeProjectId: '__personal__', activeSessionId: 'session-1',
+        }));
+      case '/api/sessions/session-1/messages':
+        return route.fulfill(json({ sessionId: 'session-1', messages: [] }));
+      case '/api/skills':
+        return route.fulfill(json({ skills: [], skillsDir: '', mode: 'web' }));
+      case '/api/skills/health':
+        return route.fulfill(json({ health: [] }));
+      case '/api/constraints':
+        return route.fulfill(json(PROFILE));
+      case '/api/constraints/library':
+        return route.fulfill(json(LIBRARY));
+      case '/api/sop/compilable':
+        return route.fulfill(json({ items: SOP_ITEMS, rulePacks: [] }));
+      default:
+        return route.fulfill(json({ detail: 'e2e stub' }, 404));
+    }
+  });
+}
+
+async function openSettingsSection(page: Page, label: string): Promise<void> {
+  await page.locator('.app-menubar > button').filter({ hasText: '设置' }).first().click();
+  await expect(page.locator('.gov-shell')).toBeVisible();
+  await page.locator('.gov-nav-item').filter({ hasText: label }).first().click();
+}
+
+test('约束配置显示默认通用规则与已扩充规则，并如实标注是否接入引擎', async ({ page }) => {
+  await stubApi(page);
+  await page.goto('/');
+  await openSettingsSection(page, '约束配置');
+
+  const card = page.locator('.gov-card').filter({ hasText: '约束规则库' }).first();
+  await expect(card).toBeVisible();
+  await expect(card).toContainText('通用规则 15 项');
+  await expect(card).toContainText('扩展规则 2 项');
+  await expect(card).toContainText('已用于排产 1 项');
+  await expect(card).toContainText('暂未用于排产 1 项');
+
+  // 按类别归档
+  await expect(card).toContainText('工艺');
+  await expect(card).toContainText('产能');
+  // 按范围归档 + 一句计划员语言
+  await expect(card).toContainText('缺料必须挡住发布');
+  await expect(card).toContainText('仅本项目');
+  await expect(card).toContainText('由内置规则《物料齐套》执行');
+  await expect(card).toContainText('喷涂线每天最多八小时');
+  await expect(card).toContainText('全厂');
+  await expect(card).toContainText('已纳入规则库，暂未用于排产');
+
+  // 不给计划员看内部标识 / 配置语言
+  await expect(card).not.toContainText('C6_material_kit');
+  await expect(card).not.toContainText('JSON');
+  await expect(card).not.toContainText('G0');
+
+  const sopCard = page.locator('.gov-card').filter({ hasText: '作业标准规则' }).first();
+  await expect(sopCard).toBeVisible();
+  await expect(sopCard).toContainText('跨产品族换型预留 60 分钟');
+  await expect(sopCard).toContainText('应用到排产');
+  await expect(sopCard).not.toContainText('C10_changeover');
+  await expect(sopCard).not.toContainText('C13_sop');
+  await expect(sopCard).not.toContainText('soft');
+
+  // 停用状态如实回显
+  const recordOnlyRow = card.locator('.constraint-row').filter({ hasText: '喷涂线每天最多八小时' });
+  await expect(recordOnlyRow.locator('input[type=checkbox]')).not.toBeChecked();
+  await expect(recordOnlyRow).toContainText('已停用');
+
+  await page.screenshot({ path: path.join(SHOT_DIR, 'planner-constraint-rules.png'), fullPage: true });
+  await sopCard.scrollIntoViewIfNeeded();
+  await page.screenshot({ path: path.join(SHOT_DIR, 'planner-constraint-sop-rules.png'), fullPage: true });
+});
+
+test('启停扩充规则走 P2 确认卡，不直接改库', async ({ page }) => {
+  await stubApi(page);
+  const staged: Array<Record<string, unknown>> = [];
+  await page.route('**/api/constraints/rules/stage', route => {
+    staged.push(route.request().postDataJSON() as Record<string, unknown>);
+    return route.fulfill(json({
+      message: '启用约束规则：喷涂线每天最多八小时 已进入 P2 确认队列。',
+      block: {
+        blockId: 'blk-1', type: 'confirm-card', interfaceVersion: '1.0',
+        props: {
+          title: '启用约束规则：喷涂线每天最多八小时', power: 'P2', confirmId: 'confirm-1',
+          summary: ['该操作只调整规则库里的状态，不改动内置约束的开关'],
+        },
+        actions: [], evidenceRefs: [],
+      },
+    }));
+  });
+
+  await page.goto('/');
+  await openSettingsSection(page, '约束配置');
+
+  const card = page.locator('.gov-card').filter({ hasText: '约束规则库' }).first();
+  const recordOnlyRow = card.locator('.constraint-row').filter({ hasText: '喷涂线每天最多八小时' });
+  // 受控组件：勾选状态由服务端规则库决定，这里只发出暂存请求（不期待本地立刻勾上）
+  await recordOnlyRow.locator('input[type=checkbox]').click();
+
+  await expect.poll(() => staged.length).toBe(1);
+  expect(staged[0].payload).toMatchObject({ op: 'enable', ruleId: 'R-002' });
+  const confirm = page.locator('.order-confirm').first();
+  await expect(confirm).toBeVisible();
+  await expect(confirm).toContainText('启用约束规则：喷涂线每天最多八小时');
+  await expect(confirm).toContainText('需人工确认');
+  await expect(confirm).toContainText('该操作只调整规则库里的状态');
+  await page.screenshot({ path: path.join(SHOT_DIR, 'planner-constraint-rule-confirm.png'), fullPage: true });
+});
+
+test('计划员可提交新的约束要求，由主对话调用 Pi 生成确认项', async ({ page }) => {
+  await stubApi(page);
+  const commands: string[] = [];
+  await page.route('**/api/chat', async route => {
+    commands.push((route.request().postDataJSON() as { text: string }).text);
+    return route.fulfill({
+      status: 200,
+      contentType: 'text/event-stream',
+      body: 'data: {"type":"done"}\n\n',
+    });
+  });
+
+  await page.goto('/');
+  await openSettingsSection(page, '约束配置');
+
+  const card = page.locator('.gov-card').filter({ hasText: '约束规则库' }).first();
+  await card.getByLabel('约束要求').fill('关键客户订单延期前两个工作日提醒');
+  await card.locator('.constraint-form-field').filter({ hasText: '业务类别' }).locator('select').selectOption('order');
+  await card.locator('.constraint-form-field').filter({ hasText: '适用范围' }).locator('select').selectOption('tenant');
+  await card.locator('.constraint-form-field').filter({ hasText: '约束级别' }).locator('select').selectOption('hard');
+  await card.getByRole('button', { name: '提交约束要求' }).click();
+
+  await expect.poll(() => commands.length).toBe(1);
+  expect(commands[0]).toContain('约束内容：关键客户订单延期前两个工作日提醒');
+  expect(commands[0]).toContain('业务类别：订单');
+  expect(commands[0]).toContain('适用范围：全厂');
+  expect(commands[0]).toContain('约束级别：必须满足');
+  await expect(page.locator('.gov-shell')).toBeHidden();
+});
diff --git a/apps/web/src/api/client.ts b/apps/web/src/api/client.ts
index 3154586..ae13a0e 100644
--- a/apps/web/src/api/client.ts
+++ b/apps/web/src/api/client.ts
@@ -573,9 +573,38 @@ export async function postConstraintStage(sessionId: string, payload: Record<str
   return resp.json() as Promise<{ message?: string; error?: string; block?: UIBlock }>;
 }
 
+export type ConstraintRule = {
+  id: string; name: string; category: string; categoryLabel: string;
+  scope: string; scopeLabel: string; kindLabel: string; enabled?: boolean;
+  boundConstraintId?: string;
+  effect: { bound: boolean; enforced: boolean; text: string };
+};
+
+export type ConstraintLibrary = {
+  builtin: { total: number; enabled: number; configurable: number };
+  custom: ConstraintRule[];
+  groups: { id: string; label: string; items: ConstraintRule[] }[];
+  categories: { id: string; label: string }[];
+  scopes: { id: string; label: string }[];
+  summary: { builtinTotal: number; customTotal: number; engineBound: number; recordOnly: number };
+};
+
+export const fetchConstraintLibrary = () =>
+  getJson<ConstraintLibrary>('/api/constraints/library');
+
+export async function postConstraintRuleStage(sessionId: string, payload: Record<string, unknown>) {
+  const resp = await apiFetch('/api/constraints/rules/stage', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify({ sessionId, payload }),
+  });
+  if (!resp.ok) throw new Error(`constraint rule stage → ${resp.status}`);
+  return resp.json() as Promise<{ message?: string; error?: string; block?: UIBlock }>;
+}
+
 export type SopCompilableItem = {
   assetId?: string; title: string; tags: string[]; effectCount: number;
-  compilable: boolean; summary: string;
+  compilable: boolean; summary: string; plannerSummary?: string;
 };
 
 export const fetchSopCompilable = () =>
diff --git a/apps/web/src/gov/GovConsole.tsx b/apps/web/src/gov/GovConsole.tsx
index e59f920..e2a0305 100644
--- a/apps/web/src/gov/GovConsole.tsx
+++ b/apps/web/src/gov/GovConsole.tsx
@@ -7,7 +7,7 @@
 // 全部数据源为 P0 只读端点；待审批的批准/驳回复用 P2 唯一确认通道
 // ============================================================
 import { useCallback, useEffect, useMemo, useState } from 'react';
-import { ThunderboltOutlined } from '@ant-design/icons';
+import { DeleteOutlined, SendOutlined, ThunderboltOutlined } from '@ant-design/icons';
 import type {
   ApprovalDecision, AuditAlert, AuditEvent, ChainStatus, GoldenStatus, LlmSettings, ModuleEntry, PendingAction, PolicyEntry,
   PreferenceExplain,
@@ -17,9 +17,10 @@ import type {
 import {
   fetchApprovalHistory, fetchAudit, fetchConstraintProfile, fetchGoldenTests, fetchLlmSettings, fetchModules,
   fetchPreferenceExplain, resetPreferences,
-  fetchPending, fetchPolicy, fetchScheduleParams, fetchSensitivity, fetchSopCompilable, postConfirm,
-  postConfirmBatch, postConstraintStage, postParamsStage, postSopStage,
-  type ConstraintItem, type ConstraintProfile, type ScheduleParams, type SopCompilableItem,
+  fetchConstraintLibrary, fetchPending, fetchPolicy, fetchScheduleParams, fetchSensitivity, fetchSopCompilable,
+  postConfirm,
+  postConfirmBatch, postConstraintRuleStage, postConstraintStage, postParamsStage, postSopStage,
+  type ConstraintItem, type ConstraintLibrary, type ConstraintProfile, type ScheduleParams, type SopCompilableItem,
 } from '../api/client';
 import SkillConsole from '../skills/SkillConsole';
 import KnowledgePanel from '../knowledge/KnowledgePanel';
@@ -132,7 +133,10 @@ export default function GovConsole(props: {
               <ScheduleParamsView sessionId={props.sessionId ?? 'web'} />
             )}
             {section === 'settings.constraints' && (
-              <ConstraintsView sessionId={props.sessionId ?? 'web'} />
+              <ConstraintsView
+                sessionId={props.sessionId ?? 'web'}
+                onSendCommand={props.onSendCommand}
+              />
             )}
             {section === 'settings.integration' && <IntegrationView />}
             {section === 'settings.skills' && (
@@ -1052,12 +1056,41 @@ function ScheduleParamsView(props: { sessionId: string }) {
   );
 }
 
+const CONSTRAINT_DESCRIPTIONS: Record<string, string> = {
+  C1_precedence: '前道工序完成后，后道工序才能开始。',
+  C2_no_overlap: '同一设备同一时间只安排一项任务。',
+  C3_calendar: '工单仅安排在有效班次内。',
+  C4_maintenance: '设备维保期间不安排生产。',
+  C5_capability: '任务仅分配到具备资格的产线或设备。',
+  C6_material_kit: '物料不齐套时，按所选级别拦截或提示风险。',
+  C7_capacity: '每日生产量不得超过产线可用产能。',
+  C8_due_date: '交期延误纳入冲突提示和绩效指标，不自动阻止发布。',
+  C9_customer_priority: '客户等级和订单优先级决定排产优先顺序。',
+  C10_changeover: '产品切换所需的换型时间计入生产计划。',
+  C11_freeze: '冻结期内保持已确认计划稳定，冻结期外允许滚动调整。',
+  C12_team: '同一班组承担的任务不超过可用人力。',
+  C12_tooling: '工装、模具与任务匹配，并考虑可用寿命。',
+  C13_sop: '由已审批作业标准生成并应用的排产规则。',
+};
+
+function constraintPlannerDescription(item: ConstraintItem): string {
+  return CONSTRAINT_DESCRIPTIONS[item.id] || item.description || '用于约束排产结果。';
+}
+
 // ---------------- 设置·约束配置（SC-04） ----------------
-function ConstraintsView(props: { sessionId: string }) {
+function ConstraintsView(props: {
+  sessionId: string;
+  onSendCommand?: (text: string) => void;
+}) {
   const [profile, setProfile] = useState<ConstraintProfile | null>(null);
   const [draft, setDraft] = useState<Record<string, ConstraintItem>>({});
+  const [library, setLibrary] = useState<ConstraintLibrary | null>(null);
   const [sops, setSops] = useState<SopCompilableItem[]>([]);
   const [sopsError, setSopsError] = useState<string | null>(null);
+  const [ruleText, setRuleText] = useState('');
+  const [ruleCategory, setRuleCategory] = useState('other');
+  const [ruleScope, setRuleScope] = useState('project');
+  const [ruleKind, setRuleKind] = useState('soft');
   const [busy, setBusy] = useState(false);
   const [notice, setNotice] = useState<string | null>(null);
   const [pending, setPending] = useState<UIBlock | null>(null);
@@ -1071,6 +1104,9 @@ function ConstraintsView(props: { sessionId: string }) {
         setDraft(map);
       })
       .catch(() => setNotice('加载约束配置失败'));
+    void fetchConstraintLibrary()
+      .then(setLibrary)
+      .catch(() => setLibrary(null));
     void fetchSopCompilable()
       .then(r => {
         setSops(r.items || []);
@@ -1078,7 +1114,7 @@ function ConstraintsView(props: { sessionId: string }) {
       })
       .catch(() => {
         setSops([]);
-        setSopsError('可编译 SOP 列表加载失败');
+        setSopsError('作业标准加载失败');
       });
   }, []);
   useEffect(() => { load(); }, [load]);
@@ -1091,7 +1127,7 @@ function ConstraintsView(props: { sessionId: string }) {
       if (res.error) { setNotice(res.error); return; }
       if (res.block) {
         setPending(res.block);
-        setNotice(res.message ?? '已生成确认卡');
+        setNotice(res.message ?? '已生成待确认项');
       } else setNotice(res.message ?? '已提交');
     } catch (err) {
       setNotice(err instanceof Error ? err.message : '提交失败');
@@ -1108,15 +1144,52 @@ function ConstraintsView(props: { sessionId: string }) {
       if (res.error) { setNotice(res.error); return; }
       if (res.block) {
         setPending(res.block);
-        setNotice(res.message ?? '已生成 SOP 应用确认卡');
+        setNotice(res.message ?? '已生成待确认项');
       } else setNotice(res.message ?? '已提交');
     } catch (err) {
-      setNotice(err instanceof Error ? err.message : 'SOP 应用失败');
+      setNotice(err instanceof Error ? err.message : '作业标准应用失败');
     } finally {
       setBusy(false);
     }
   };
 
+  const stageRule = async (payload: Record<string, unknown>) => {
+    setBusy(true);
+    setNotice(null);
+    try {
+      const res = await postConstraintRuleStage(props.sessionId, payload);
+      if (res.error) { setNotice(res.error); return; }
+      if (res.block) {
+        setPending(res.block);
+        setNotice(res.message ?? '已生成待确认项');
+      } else setNotice(res.message ?? '已提交');
+    } catch (err) {
+      setNotice(err instanceof Error ? err.message : '规则提交失败');
+    } finally {
+      setBusy(false);
+    }
+  };
+
+  const submitRuleRequirement = () => {
+    const content = ruleText.trim();
+    if (!content) {
+      setNotice('请填写约束内容。');
+      return;
+    }
+    if (!props.onSendCommand) {
+      setNotice('当前环境无法提交约束要求。');
+      return;
+    }
+    const categoryLabel = library?.categories.find(c => c.id === ruleCategory)?.label ?? '其他';
+    const scopeLabel = library?.scopes.find(s => s.id === ruleScope)?.label ?? '仅本项目';
+    const kindLabel = ruleKind === 'hard' ? '必须满足' : '尽量满足';
+    props.onSendCommand(
+      '请将以下排产要求整理为约束规则并生成待确认项：'
+      + `约束内容：${content}；业务类别：${categoryLabel}；`
+      + `适用范围：${scopeLabel}；约束级别：${kindLabel}。`,
+    );
+  };
+
   const decide = async (approve: boolean) => {
     if (!pending) return;
     const confirmId = String(pending.props.confirmId ?? '');
@@ -1158,17 +1231,126 @@ function ConstraintsView(props: { sessionId: string }) {
   return (
     <>
       <p className="gov-kv" style={{ marginBottom: 12 }}>
-        硬约束违反将阻止发布；软约束仅报告风险。内建项不可关闭。可将知识库 SOP 编译为规则包（IND-02）。
+        系统已预置通用约束。补充约束经确认后纳入规则库，并按业务类别与适用范围归档。
+        硬约束拦截不合规方案，软约束提示风险，系统内置规则不可停用。
       </p>
+      {library && (
+        <div className="gov-card">
+          <div className="gov-card-title">约束规则库</div>
+          <div className="gov-kv">
+            通用规则 {library.summary.builtinTotal} 项 · 扩展规则 {library.summary.customTotal} 项
+            （已用于排产 {library.summary.engineBound} 项 / 暂未用于排产 {library.summary.recordOnly} 项）
+          </div>
+          {library.custom.length === 0 && (
+            <p className="gov-kv">
+              暂无扩展约束。可提交约束要求，系统整理并经确认后纳入规则库。
+            </p>
+          )}
+          <div className="constraint-form">
+            <div>
+              <div className="gov-card-title" style={{ fontSize: 12.5 }}>新增约束要求</div>
+              <div className="faint">描述业务要求和适用场景，系统将整理为待确认规则。</div>
+            </div>
+            <textarea
+              aria-label="约束要求"
+              value={ruleText}
+              maxLength={40}
+              rows={2}
+              placeholder="例如：同一产品族连续排产，减少换型次数"
+              onChange={e => setRuleText(e.target.value)}
+            />
+            <div className="constraint-form-row">
+              <label className="constraint-form-field">
+                业务类别
+                <select value={ruleCategory} onChange={e => setRuleCategory(e.target.value)}>
+                  {library.categories.map(c => <option key={c.id} value={c.id}>{c.label}</option>)}
+                </select>
+              </label>
+              <label className="constraint-form-field">
+                适用范围
+                <select value={ruleScope} onChange={e => setRuleScope(e.target.value)}>
+                  {library.scopes.map(s => <option key={s.id} value={s.id}>{s.label}</option>)}
+                </select>
+              </label>
+              <label className="constraint-form-field">
+                约束级别
+                <select value={ruleKind} onChange={e => setRuleKind(e.target.value)}>
+                  <option value="soft">尽量满足</option>
+                  <option value="hard">必须满足</option>
+                </select>
+              </label>
+            </div>
+            <div className="constraint-form-actions">
+              <span className="faint">批准前不影响现有计划。</span>
+              <button
+                type="button"
+                className="btn-primary"
+                disabled={busy || !!pending || !props.onSendCommand || !ruleText.trim()}
+                onClick={submitRuleRequirement}
+              >
+                <SendOutlined />
+                <span>提交约束要求</span>
+              </button>
+            </div>
+          </div>
+          {library.groups.map(g => (
+            <div key={g.id} style={{ marginTop: 8 }}>
+              <div className="faint">{g.label}</div>
+              {g.items.map(r => (
+                <div key={r.id} className="constraint-row">
+                  <div className="constraint-main">
+                    <strong>{r.name}</strong>
+                    <span className="faint">
+                      {r.scopeLabel} · {r.kindLabel} · {r.effect.enforced || r.effect.bound
+                        ? r.effect.text
+                        : '已纳入规则库，暂未用于排产'}
+                      {r.enabled === false ? ' · 已停用' : ''}
+                    </span>
+                  </div>
+                  <div className="constraint-controls">
+                    <label>
+                      <input
+                        type="checkbox"
+                        checked={r.enabled !== false}
+                        disabled={busy || !!pending}
+                        onChange={e => void stageRule({
+                          op: e.target.checked ? 'enable' : 'disable', ruleId: r.id,
+                        })}
+                      />
+                      启用
+                    </label>
+                    <button
+                      type="button"
+                      className="icon-btn danger"
+                      disabled={busy || !!pending}
+                      title={`删除规则 ${r.name}`}
+                      onClick={() => void stageRule({ op: 'delete', ruleId: r.id })}
+                    >
+                      <DeleteOutlined />
+                    </button>
+                  </div>
+                </div>
+              ))}
+            </div>
+          ))}
+        </div>
+      )}
       <div className="gov-card">
-        <div className="gov-card-title">SOP → 约束规则包</div>
+        <div className="gov-card-title">作业标准规则</div>
+        <p className="gov-kv" style={{ marginBottom: 4 }}>
+          系统可从已审批的作业标准中识别排产约束，应用前需确认。
+        </p>
         {sopsError && <p className="gov-kv">{sopsError}</p>}
-        {!sopsError && sops.length === 0 && <p className="gov-kv">暂无可编译 SOP</p>}
+        {!sopsError && sops.length === 0 && <p className="gov-kv">暂无可应用的作业标准</p>}
         {sops.map(s => (
           <div key={s.assetId || s.title} className="constraint-row">
             <div className="constraint-main">
               <strong>{s.title}</strong>
-              <span className="faint">{s.summary || (s.compilable ? `${s.effectCount} 项效果` : '无可落地效果')}</span>
+              <span className="faint">
+                {s.compilable
+                  ? s.plannerSummary || `识别到 ${s.effectCount} 项可用于排产的约束`
+                  : '当前作业标准暂未识别出可用于排产的约束'}
+              </span>
             </div>
             <div className="constraint-controls">
               <button
@@ -1177,10 +1359,10 @@ function ConstraintsView(props: { sessionId: string }) {
                 style={{ display: 'inline-flex', alignItems: 'center', gap: 6 }}
                 disabled={busy || !!pending || !s.compilable || !s.assetId}
                 onClick={() => s.assetId && void stageSop(s.assetId)}
-                title={s.assetId ? `使用 ${s.assetId} 编译并暂存` : '缺少 assetId，无法编译'}
+                title={s.assetId ? `应用《${s.title}》中的排产规则` : '当前作业标准暂不可应用'}
               >
                 <ThunderboltOutlined />
-                <span>编译并暂存</span>
+                <span>应用到排产</span>
               </button>
             </div>
           </div>
@@ -1195,8 +1377,8 @@ function ConstraintsView(props: { sessionId: string }) {
             return (
               <div key={id} className="constraint-row">
                 <div className="constraint-main">
-                  <strong>{c.code} {c.name}</strong>
-                  <span className="faint">{c.description}</span>
+                  <strong>{c.name}</strong>
+                  <span className="faint">{constraintPlannerDescription(c)}</span>
                 </div>
                 <div className="constraint-controls">
                   <label>
@@ -1219,8 +1401,8 @@ function ConstraintsView(props: { sessionId: string }) {
                       [id]: { ...c, kind: e.target.value as 'hard' | 'soft' },
                     })}
                   >
-                    <option value="hard">硬约束</option>
-                    <option value="soft">软约束</option>
+                    <option value="hard">必须满足</option>
+                    <option value="soft">尽量满足</option>
                   </select>
                   {!c.configurable && <span className="faint">内建</span>}
                 </div>
@@ -1233,7 +1415,7 @@ function ConstraintsView(props: { sessionId: string }) {
         <div className="order-confirm" style={{ marginBottom: 10 }}>
           <div className="confirm-title">
             {String(pending.props.title ?? '约束配置确认')}
-            <span className="power-badge">{String(pending.props.power ?? 'P2')} 需人工确认</span>
+            <span className="power-badge">需人工确认</span>
           </div>
           <ul className="confirm-summary">
             {((pending.props.summary as string[]) ?? []).map((s, i) => <li key={i}>{s}</li>)}
diff --git a/apps/web/src/styles.css b/apps/web/src/styles.css
index 9a9998f..e234f8b 100644
--- a/apps/web/src/styles.css
+++ b/apps/web/src/styles.css
@@ -1777,6 +1777,65 @@ html.aps-desktop .app-menubar-spacer,
   padding: 2px 6px;
   background: #fff;
 }
+.constraint-form {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  margin-top: 10px;
+  padding-top: 10px;
+  border-top: 1px solid var(--border);
+}
+.constraint-form textarea {
+  box-sizing: border-box;
+  width: 100%;
+  min-height: 56px;
+  resize: vertical;
+  border: 1px solid var(--border);
+  border-radius: 6px;
+  padding: 8px 10px;
+  background: var(--bg);
+  color: var(--text);
+  font: inherit;
+  font-size: 12.5px;
+  line-height: 1.5;
+}
+.constraint-form textarea:focus {
+  outline: 2px solid rgba(196, 92, 38, .16);
+  border-color: var(--accent);
+}
+.constraint-form-row {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: end;
+  gap: 12px;
+}
+.constraint-form-field {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  color: var(--muted);
+  font-size: 12px;
+}
+.constraint-form-field select {
+  min-width: 112px;
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  padding: 4px 6px;
+  background: #fff;
+  color: var(--text);
+}
+.constraint-form-actions {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+}
+.constraint-form-actions .btn-primary {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+}
 .gov-pre { background: #23221E; color: #C9E8B8; padding: 8px; border-radius: 8px;
   font-size: 11px; overflow-x: auto; margin: 8px 0; }
 .gov-chain { display: inline-block; border-radius: 999px; padding: 4px 14px; font-size: 12.5px;
diff --git a/docs/architecture/harness.md b/docs/architecture/harness.md
index a056800..e2b2bd8 100644
--- a/docs/architecture/harness.md
+++ b/docs/architecture/harness.md
@@ -33,6 +33,8 @@
 | `param.observation.record` | P1 | 线上 KPI 观测回调（对比基线，连续劣化自动回滚） | 无需确认 | §9.8 |
 | `constraint.profile.query` | P0 | 约束剖面只读 | 无需确认 | SC-04 |
 | `constraint.profile.save` | P2 | 约束启停/硬软 | 变更摘要；写前自动建档 | SC-04 |
+| `constraint.rule.query` | P0 | 约束规则库只读（默认通用规则 + 计划员扩充规则） | 无需确认 | SC-04 |
+| `constraint.rule.save` | P2 | 计划员一句话扩充规则（新增/启用/停用/删除） | 类别/范围/强度/是否接入引擎；写前自动建档 | SC-04 |
 | `governance.rule.create` | P2 | 创建规则会改变自动化执行输入 | 规则标识/房间/触发器；批准后写入并自动建档 | R71.6 |
 | `governance.rule.update` | P2 | 更新规则会改变自动化执行语义 | 规则标识与 before/after；批准后写入并自动建档 | R71.6 |
 | `governance.rule.delete` | P2 | 删除规则会停止后续自动化执行 | 规则标识；批准后删除并自动建档 | R71.6 |
@@ -134,6 +136,7 @@
 | 端点 | 用途 | 加入 |
 | --- | --- | --- |
 | `GET /api/world/summary·gantt·load·due` | 世界视图投影 | M1 |
+| `GET /api/constraints` · `GET /api/constraints/library` | 约束剖面 / 约束规则库（默认通用规则 + 计划员扩充规则，只读） | SC-04 |
 | `GET /api/timeline` | 时间线 | M2 |
 | `GET /api/checkpoints/{pairId}` | 检查点世界侧投影（P0，summary+固定/柔性工单+产能池；缺失 404） | 矩阵 54 |
 | `GET /api/checkpoints?pairIds=&branchIds=&sessionId=` | 分支锚定批量投影（P0，缺失项上报） | 矩阵 54 |
@@ -235,6 +238,7 @@
 | `POST /api/projects/{id}/files/upload` | 浏览器上传本地工程数据文件到项目目录（P1 直通） | `project.*` | AG-08 |
 | `POST /api/master/stage` | 产线/物料/维保编辑生成确认卡 | `master.*` P2 → `/api/actions/confirm` 执行 | M4 首切片 |
 | `POST /api/import/commit` | 导入批次生成确认卡 | `import.commit` P2 → `/api/actions/confirm` 执行 | MD-04 |
+| `POST /api/constraints/rules/stage` | 计划员扩充约束规则（新增/启停/删除）生成确认卡 | `constraint.rule.save` P2 → `/api/actions/confirm` 执行 | SC-04 |
 
 ## 审批角色策略
 
@@ -378,6 +382,7 @@
 | 2026-07-23 | IND-02：`sop.compile` P0 / `sop.apply` P2 + `/api/sop*`；C13_sop |
 | 2026-07-23 | 通用平台 M-A/B：`readiness.query` P0 / `flex.time.update` P2 + `/api/readiness` `/api/times*` `/api/projects` `/api/packs` |
 | 2026-07-23 | 通用平台 M-D/E/F：`rag.query` P0 / `routing.template.apply` P2 / `schedule.wizard` P0 + skill 管理台端点与模板/索引端点 |
+| 2026-09-17 | SC-04 扩充：`constraint.rule.query` P0 / `constraint.rule.save` P2 + `/api/constraints/library`、`/api/constraints/rules/stage`；默认通用规则保持内建目录，计划员扩充规则按类别/范围归档，未接入引擎的规则如实标注 |
 
 ## Round 65 P2/P3 排产发布与 MES 分离
 
diff --git a/docs/product/aps-planner-rush-natural-language-tests.md b/docs/product/aps-planner-rush-natural-language-tests.md
new file mode 100644
index 0000000..66517d1
--- /dev/null
+++ b/docs/product/aps-planner-rush-natural-language-tests.md
@@ -0,0 +1,65 @@
+# A0050101-00280 外壳 · 紧急插单计划员验收话术
+
+适用对象：工厂计划员和现场验收人员。
+
+产品口径：计划员直接用平常说的话提问；Pi 负责听懂原话、补齐下单所需信息并调用查排产的工具，真正的“能不能插、会顺延谁”由 APS 排产引擎按项目里的订单、设备、工艺、产能和日历算出来。Pi 不得自己猜结论，也不得在计划员确认前改计划。
+
+产品：`A0050101-00280 外壳`
+
+## 必测话术
+
+1. `湖南工业控制有限公司追加 50 套 A0050101-00280 外壳，10月14日交货，先评估紧急插单影响，不要直接改计划。`
+   期望：系统先做一次试算，列出这张急单能安排到哪里、会顺延哪些订单、每张大概顺延多久；明确说明“当前计划没有改动”。
+
+2. `检查 SO-001 这张单现在能不能加急到 50 套、10月14日交货，并告诉我会影响哪些订单。`
+   期望：系统按订单号找到真实订单，再按真实产能评估；如果订单号、数量或交期与系统记录不一致，要先说清楚差异，不能直接改单。
+
+3. `如果不能直接插，请说明是设备、产能、物料还是工作日历影响，并给我一个可行的调整方案。`
+   期望：系统说清是局部调整还是需要重新编排整版计划；原因必须来自本次试算结果。
+
+4. `这张 50 套外壳插进去以后，具体会顺延哪些订单？分别顺延多少小时？`
+   期望：列出受影响的真实订单号、客户、原计划完工日期和调整后预计日期；不能只说“有一点影响”。
+
+5. `采用刚才的插单方案，但先给我确认。`
+   期望：系统只生成一张待确认事项，说明会加入哪张急单、会影响哪些订单；确认前订单池和已发布计划不变。
+
+6. `不采用这次插单，保持原计划不变。`
+   期望：系统不新增急单，不生成新排产版本，原计划保持不动。
+
+7. `采用后告诉我生成的是待发布草稿，还是已经正式发布。`
+   期望：系统明确说是“待发布的调整方案”，不能把试算或草稿说成已经发布、已经下发车间。
+
+8. `这个产品没有真实订单、设备、工艺或产能证据时，不要告诉我可以插单。`
+   期望：系统如实说明缺哪类资料、无法判断或不能直接插，不得用默认数量、默认交期、演示数据或硬编码结论补成“可以”。
+
+9. `把 A0050101-00280 外壳临时加一批，先看看能不能插进去。`
+   期望：如果计划员没有给数量或交期，系统先追问数量和最晚交货日期，不能自己填默认值后做结论。
+
+10. `把不存在的订单 SO-NOT-EXIST 加急，10月14日交货。`
+    期望：系统明确回复订单不存在，不能编造一张订单，也不能说已经安排。
+
+## 每轮必须核对
+
+- 页面上的备选项和步骤连续显示 `1、2、3`，不能每一条都显示 `1.`。
+- 回答中用计划员能看懂的中文，不出现 `P1`、`P2`、`LNS`、`DRAFT`、`evalId`、`APPROVED`、`isRush`、`沙盒` 等内部说法。
+- 系统说“能插”或“不能插”时，本轮必须已经查过真实排产数据；没有查数据就不能下结论。
+- “采用”只是待确认，确认前订单池、已发布计划和车间执行都不能变化。
+- 确认采用后只生成待发布的调整方案；是否发布、是否下发车间要另外处理。
+- 如果项目缺少订单、产品、工艺、设备、产能或工作日历证据，页面必须显示缺少什么，不能隐藏问题后给出成功结论。
+
+## 自动化对应
+
+- 计划员原话通过 Pi 调用真实插单评估：`tests/golden/test_planner_rush_natural_language.py::test_planner_rush_natural_language_uses_engine_and_ignores_pi_guess`
+- 缺少数量或交期先追问：`tests/golden/test_planner_rush_natural_language.py::test_planner_rush_missing_quantity_asks_instead_of_guessing`
+- 不存在的订单按引擎结果拒绝：`tests/golden/test_planner_rush_natural_language.py::test_planner_rush_unknown_order_returns_engine_rejection`
+- 采用前必须人工确认：`tests/golden/test_planner_rush_natural_language.py::test_planner_rush_apply_waits_for_confirmation`
+- 多个备选项连续编号：`apps/web/e2e/chat-numbering.spec.ts`
+
+本地运行：
+
+```powershell
+.\.venv\Scripts\pytest.exe -q tests/golden/test_planner_rush_natural_language.py tests/golden/test_rush.py tests/golden/test_rush_lns.py
+npm run test:e2e --prefix apps/web -- chat-numbering.spec.ts
+```
+
+自动化测试使用仓库自带的锐扬演示资料和固定时钟，只验证链路与真实计算口径，不代替客户项目数据验收。现场验收应在客户自己的项目、订单版本和设备日历上按上面十条话术逐条执行。
diff --git a/server/agent_core/fallback_lane.py b/server/agent_core/fallback_lane.py
index 5720526..750fb8c 100644
--- a/server/agent_core/fallback_lane.py
+++ b/server/agent_core/fallback_lane.py
@@ -886,6 +886,44 @@ _PRIMARY_TOOL_PARAM_SCHEMAS: dict[str, dict[str, Any]] = {
         examples=[{}, {"path": "D:/data/orders.xlsx"}],
     ),
     "readiness.query": _EMPTY_PARAMS_SCHEMA,
+    "rush.evaluate": _obj_schema(
+        {"orderNo": {"type": "string"},
+         "customerName": {"type": "string"},
+         "customerLevel": {"type": "string"},
+         "productId": {"type": "integer", "minimum": 1},
+         "productCode": {"type": "string"},
+         "productName": {"type": "string"},
+         "quantity": {"type": "integer", "minimum": 1},
+         "deliveryDate": {"type": "string"},
+         "priority": {"type": "integer", "minimum": 1, "maximum": 9},
+         "strategy": {"type": "string",
+                      "enum": ["DELIVERY_FIRST", "CAPACITY_BALANCE", "COMPREHENSIVE"]}},
+        examples=[
+            {"customerName": "湖南工业控制有限公司", "productCode": "A0050101-00280",
+             "quantity": 50, "deliveryDate": "2026-10-14", "strategy": "DELIVERY_FIRST"},
+            {"orderNo": "SO-001", "quantity": 50, "deliveryDate": "2026-10-14"},
+        ],
+    ),
+    "rush.apply": _EMPTY_PARAMS_SCHEMA,
+    "constraint.rule.query": _EMPTY_PARAMS_SCHEMA,
+    "constraint.rule.save": _obj_schema(
+        {"op": {"type": "string", "enum": ["add", "enable", "disable", "delete"]},
+         "name": {"type": "string"},
+         "category": {"type": "string",
+                      "enum": ["process", "capacity", "calendar", "equipment", "material",
+                               "order", "personnel", "tooling", "other"]},
+         "scope": {"type": "string", "enum": ["project", "tenant"]},
+         "kind": {"type": "string", "enum": ["hard", "soft"]},
+         "boundConstraintId": {"type": "string"},
+         "ruleId": {"type": "string"},
+         "sourceText": {"type": "string"}},
+        required=["op"],
+        examples=[
+            {"op": "add", "name": "夜班不安排换型", "category": "process",
+             "scope": "project", "kind": "soft"},
+            {"op": "disable", "ruleId": "R-001"},
+        ],
+    ),
     "folder.schedule": _obj_schema(
         {"sortMode": {"type": "string"},
          "window": {"type": "string", "enum": ["short", "mid", "long", "full"]},
@@ -1125,6 +1163,10 @@ _PRIMARY_PLANNING_INSPECTION_TOOLS = frozenset({
     "flex.schedule",
 })
 
+# These tools return an engine-derived business conclusion. Pi may explain the
+# result, but must not replace it with a guess about feasibility or impact.
+_PRIMARY_ENGINE_AUTHORITATIVE_TOOLS = frozenset({"rush.evaluate"})
+
 
 def _planning_reply_is_unready(reply) -> bool:
     for block in reply.blocks:
@@ -1160,6 +1202,20 @@ def _finalize_primary_business_reply(
     tool_results: list[tuple[str, Any]],
 ):
     """Keep unready planning conclusions authoritative over Pi-generated prose."""
+    engine_results = [
+        (name, reply) for name, reply in tool_results
+        if name in _PRIMARY_ENGINE_AUTHORITATIVE_TOOLS
+    ]
+    if engine_results:
+        authoritative = engine_results[-1][1]
+        other_tool_replies = [
+            reply for name, reply in tool_results
+            if reply is not authoritative
+        ]
+        return _productize_primary_reply(
+            _merge_primary_tool_replies(authoritative, other_tool_replies)
+        )
+
     planning_results = [
         (name, reply) for name, reply in tool_results
         if name in _PRIMARY_PLANNING_INSPECTION_TOOLS
diff --git a/server/agent_core/harness.py b/server/agent_core/harness.py
index b570ce3..8e5f41c 100644
--- a/server/agent_core/harness.py
+++ b/server/agent_core/harness.py
@@ -258,6 +258,8 @@ _POWER_MAP: dict[str, str] = {
     "param.observation.record": "P1",                  # 矩阵 87：线上观测回调：观测落盘 + 连续劣化自动回滚
     "constraint.profile.query": "P0",                  # SC-04：约束剖面只读
     "constraint.profile.save": "P2",                   # SC-04：约束剖面保存
+    "constraint.rule.query": "P0",                     # SC-04：约束规则库只读
+    "constraint.rule.save": "P2",                      # SC-04：约束规则库扩充（新增/启停/删除）
     "governance.rule.create": "P2",                    # 治理规则创建：确认后写规则注册表
     "governance.rule.update": "P2",                    # 治理规则更新：确认后替换规则定义
     "governance.rule.delete": "P2",                    # 治理规则删除：确认后移除规则定义
@@ -391,6 +393,8 @@ _POLICY_DESC: dict[str, str] = {
     "param.observation.record": "线上观测回调：生产 KPI 采样落盘，连续劣化自动回滚实验",
     "constraint.profile.query": "约束配置查询：只读硬/软约束剖面",
     "constraint.profile.save": "约束配置保存：启停/硬软切换（只影响新版本与发布门禁）",
+    "constraint.rule.query": "约束规则库查询：默认通用规则与计划员扩充规则概览",
+    "constraint.rule.save": "约束规则库扩充：把计划员一句话登记为可复用规则（新增/启用/停用/删除，需确认）",
     "governance.rule.create": "创建治理规则：确认后写规则注册表",
     "governance.rule.update": "更新治理规则：确认后替换规则定义",
     "governance.rule.delete": "删除治理规则：确认后移除规则定义",
diff --git a/server/aps_domain/constraint_rules.py b/server/aps_domain/constraint_rules.py
new file mode 100644
index 0000000..5d614ce
--- /dev/null
+++ b/server/aps_domain/constraint_rules.py
@@ -0,0 +1,352 @@
+# ============================================================
+# 计划员约束规则库（moduleId: domain-constraint-rules, 可重生 ✅）
+# 默认通用规则 = constraints.py 的 C1..C13 内建目录（只读基线，本模块不改它）
+# 本模块只管理「计划员用自然语言提出、经 P2 确认后扩充的规则」：
+#   * 按类别归档（沿用 GROUP_LABELS 的 8 类 + 其他）
+#   * 按范围归档（仅本项目 / 全厂）
+#   * 没有接入排产引擎的规则如实标注，不假装生效
+# ============================================================
+from __future__ import annotations
+
+import json
+import os
+import re
+import tempfile
+from datetime import datetime
+from pathlib import Path
+from typing import Any
+
+from server.aps_domain.constraints import (
+    DEFAULT_CONSTRAINT_DEFS,
+    GROUP_LABELS,
+    get_constraint,
+    get_constraint_profile,
+)
+
+World = dict[str, Any]
+
+RULE_CATEGORIES: dict[str, str] = {**GROUP_LABELS, "other": "其他"}
+RULE_SCOPES: dict[str, str] = {"project": "仅本项目", "tenant": "全厂"}
+RULE_KINDS: dict[str, str] = {"hard": "必须满足", "soft": "尽量满足"}
+RULE_OPS: tuple[str, ...] = ("add", "enable", "disable", "delete")
+
+_ID_RE = re.compile(r"^R-(\d+)$")
+
+
+def _now() -> str:
+    return datetime.now().strftime("%Y-%m-%d %H:%M")
+
+
+def _safe_tenant(tenant_uuid: str | None) -> str:
+    raw = (tenant_uuid or "platform").strip() or "platform"
+    return re.sub(r"[^\w\-]+", "_", raw)[:64] or "platform"
+
+
+def tenant_rules_path(tenant_uuid: str | None) -> Path:
+    """全厂规则落盘位置：与 world.json 同一数据根（尊重 APS_HOME / APS_DATA_DIR）。"""
+    from server.aps_home import data_dir
+
+    tenant = _safe_tenant(tenant_uuid)
+    if tenant == "platform":
+        return data_dir() / "constraint-rules.json"
+    return data_dir() / "tenants" / tenant / "constraint-rules.json"
+
+
+def load_tenant_rules(tenant_uuid: str | None) -> list[dict[str, Any]]:
+    """读取全厂规则（文件不存在或损坏时返回空列表，不抛错）。"""
+    path = tenant_rules_path(tenant_uuid)
+    if not path.exists():
+        return []
+    try:
+        raw = json.loads(path.read_text(encoding="utf-8"))
+    except (OSError, ValueError):
+        return []
+    rules = raw.get("rules") if isinstance(raw, dict) else raw
+    if not isinstance(rules, list):
+        return []
+    return [r for r in rules if isinstance(r, dict)]
+
+
+def save_tenant_rules(tenant_uuid: str | None, rules: list[dict[str, Any]]) -> str:
+    """原子写入全厂规则文件（tmp + os.replace，与 WorldStore 同一写盘策略）。"""
+    path = tenant_rules_path(tenant_uuid)
+    path.parent.mkdir(parents=True, exist_ok=True)
+    body = json.dumps(
+        {"version": 1, "scope": "tenant", "rules": rules},
+        ensure_ascii=False, indent=2,
+    )
+    fd, tmp = tempfile.mkstemp(dir=str(path.parent), prefix=".constraint-rules-", suffix=".tmp")
+    try:
+        with os.fdopen(fd, "w", encoding="utf-8") as fh:
+            fh.write(body + "\n")
+        os.replace(tmp, path)
+    except BaseException:
+        try:
+            os.unlink(tmp)
+        except OSError:
+            pass
+        raise
+    return str(path)
+
+
+def project_rules(world: World) -> list[dict[str, Any]]:
+    raw = world.get("constraintRules")
+    if not isinstance(raw, list):
+        return []
+    return [r for r in raw if isinstance(r, dict)]
+
+
+def all_rules(world: World, tenant_uuid: str | None = None) -> list[dict[str, Any]]:
+    """全厂规则 + 本项目规则，统一补 scope 字段（缺省按所属容器判定）。"""
+    out: list[dict[str, Any]] = []
+    for r in load_tenant_rules(tenant_uuid):
+        out.append({**r, "scope": r.get("scope") or "tenant"})
+    for r in project_rules(world):
+        out.append({**r, "scope": r.get("scope") or "project"})
+    return out
+
+
+def next_rule_id(rules: list[dict[str, Any]]) -> str:
+    top = 0
+    for r in rules:
+        m = _ID_RE.match(str(r.get("id") or ""))
+        if m:
+            top = max(top, int(m.group(1)))
+    return f"R-{top + 1:03d}"
+
+
+def rule_effect(world: World, rule: dict[str, Any]) -> dict[str, Any]:
+    """如实说明这条规则当前靠谁执行；没有接入引擎就直说。"""
+    bound = str(rule.get("boundConstraintId") or "").strip()
+    if not bound:
+        return {"bound": False, "enforced": False, "text": "已记录，暂未接入排产引擎"}
+    c = get_constraint(world, bound)
+    if not c:
+        return {"bound": True, "enforced": False,
+                "text": f"绑定的内置规则 {bound} 不在当前约束目录，暂未执行"}
+    state = "已启用" if c.get("enabled", True) else "已关闭"
+    kind_label = "硬约束" if c.get("kind") == "hard" else "软约束"
+    enforced = bool(c.get("enabled", True))
+    if not enforced:
+        return {"bound": True, "enforced": False,
+                "text": f"内置规则《{c['name']}》当前已关闭，本条暂不生效"}
+    return {"bound": True, "enforced": True,
+            "text": f"由内置规则《{c['name']}》执行（{state}／{kind_label}）"}
+
+
+def _default_ids() -> set[str]:
+    return {str(d["id"]) for d in DEFAULT_CONSTRAINT_DEFS}
+
+
+def normalize_rule_payload(payload: dict[str, Any]) -> dict[str, Any]:
+    """校验规则库载荷；只接受计划员语言字段，不接受 JSON 片段。"""
+    raw = payload if isinstance(payload, dict) else {}
+    op = str(raw.get("op") or "add").strip().lower() or "add"
+    if op not in RULE_OPS:
+        raise ValueError("规则操作只能是 新增/启用/停用/删除")
+    if op != "add":
+        rule_id = str(raw.get("ruleId") or raw.get("id") or "").strip()
+        if not rule_id:
+            raise ValueError("请指定要操作的规则")
+        return {"op": op, "ruleId": rule_id}
+    name = str(raw.get("name") or raw.get("text") or "").strip()
+    if not name:
+        raise ValueError("规则内容不能为空，请用一句话描述")
+    if len(name) > 40:
+        raise ValueError("规则内容请控制在 40 字以内，说清「什么时候、什么不能排」即可")
+    category = str(raw.get("category") or "other").strip().lower() or "other"
+    if category not in RULE_CATEGORIES:
+        raise ValueError(f"类别只能是：{'、'.join(RULE_CATEGORIES.values())}")
+    scope = str(raw.get("scope") or "project").strip().lower() or "project"
+    if scope not in RULE_SCOPES:
+        raise ValueError("适用范围只能是：仅本项目 / 全厂")
+    kind = str(raw.get("kind") or "soft").strip().lower() or "soft"
+    if kind not in RULE_KINDS:
+        raise ValueError("强度只能是：必须满足 / 尽量满足")
+    bound = str(raw.get("boundConstraintId") or "").strip()
+    if bound and bound not in _default_ids():
+        raise ValueError(f"绑定的内置规则 {bound} 不存在，请留空或改用现有内置规则")
+    out: dict[str, Any] = {
+        "op": "add", "name": name, "category": category, "scope": scope, "kind": kind,
+    }
+    if bound:
+        out["boundConstraintId"] = bound
+    source = str(raw.get("sourceText") or "").strip()
+    if source:
+        out["sourceText"] = source[:200]
+    return out
+
+
+def _bound_apply(world: World, norm: dict[str, Any]) -> tuple[dict[str, Any] | None, str | None]:
+    """新增规则绑定内置可配项时，把强度真正落到排产引擎；返回 (补丁, 说明)。"""
+    bound = str(norm.get("boundConstraintId") or "")
+    if not bound:
+        return None, None
+    c = get_constraint(world, bound)
+    if not c or not c.get("kindConfigurable"):
+        return None, None
+    target = "hard" if norm.get("kind") == "hard" else "soft"
+    if c.get("kind") == target:
+        return None, None
+    label = "硬约束（违反阻止发布）" if target == "hard" else "软约束（只提示风险）"
+    return {"constraints": {bound: {"kind": target}}}, f"同时把内置规则《{c['name']}》调整为{label}"
+
+
+def confirmation_for_rule_save(world: World, payload: dict[str, Any],
+                               tenant_uuid: str | None = None) -> tuple[str, list[str]]:
+    """P2 确认卡文案：计划员看得懂，写清范围、强度和是否真的接入引擎。"""
+    norm = normalize_rule_payload(payload)
+    if norm["op"] == "add":
+        title = f"登记约束规则：{norm['name']}"
+        lines = [
+            f"类别：{RULE_CATEGORIES[norm['category']]}；适用范围：{RULE_SCOPES[norm['scope']]}",
+            f"强度：{RULE_KINDS[norm['kind']]}",
+        ]
+        patch, note = _bound_apply(world, norm)
+        if patch:
+            lines.append(f"接入排产：{note}")
+        elif norm.get("boundConstraintId"):
+            c = get_constraint(world, str(norm["boundConstraintId"]))
+            lines.append(f"接入排产：由内置规则《{(c or {}).get('name') or norm['boundConstraintId']}》执行")
+        else:
+            lines.append("接入排产：暂未接入排产引擎，先进入规则库备查")
+        lines.append("确认后写入规则库并记审计；不影响历史版本")
+        return title, lines
+    rules = {str(r.get("id")): r for r in all_rules(world, tenant_uuid)}
+    rule = rules.get(norm["ruleId"])
+    if not rule:
+        raise ValueError(f"规则库中没有 {norm['ruleId']} 这条规则")
+    name = str(rule.get("name") or norm["ruleId"])
+    effect = rule_effect(world, rule)["text"]
+    if norm["op"] == "delete":
+        return f"删除约束规则：{name}", [
+            f"原规则：{name}（{RULE_CATEGORIES.get(str(rule.get('category')), '其他')}）",
+            f"当前执行：{effect}",
+            "删除后不再出现在规则库；不影响历史版本与已发布计划",
+        ]
+    label = "启用" if norm["op"] == "enable" else "停用"
+    lines = [
+        f"原规则：{name}（{RULE_CATEGORIES.get(str(rule.get('category')), '其他')}／"
+        f"{RULE_SCOPES.get(str(rule.get('scope')), '仅本项目')}）",
+        f"当前执行：{effect}",
+        "该操作只调整规则库里的状态，不改动内置约束的开关",
+    ]
+    return f"{label}约束规则：{name}", lines
+
+
+def _locate(world: World, tenant_uuid: str | None,
+            rule_id: str) -> tuple[dict[str, Any] | None, str | None]:
+    for r in load_tenant_rules(tenant_uuid):
+        if str(r.get("id")) == rule_id:
+            return r, "tenant"
+    for r in project_rules(world):
+        if str(r.get("id")) == rule_id:
+            return r, "project"
+    return None, None
+
+
+def _write_container(world: World, tenant_uuid: str | None, where: str,
+                     rules: list[dict[str, Any]]) -> None:
+    if where == "tenant":
+        save_tenant_rules(tenant_uuid, rules)
+    else:
+        world["constraintRules"] = rules
+
+
+def apply_rule_save(world: World, payload: dict[str, Any],
+                    tenant_uuid: str | None = None) -> dict[str, Any]:
+    """落库：新增/启用/停用/删除计划员扩充规则（调用方负责审计与 save）。"""
+    norm = normalize_rule_payload(payload)
+    if norm["op"] == "add":
+        existing = all_rules(world, tenant_uuid)
+        rule_id = next_rule_id(existing)
+        rec: dict[str, Any] = {
+            "id": rule_id,
+            "name": norm["name"],
+            "category": norm["category"],
+            "scope": norm["scope"],
+            "kind": norm["kind"],
+            "enabled": True,
+            "createdAt": _now(),
+            "updatedAt": _now(),
+        }
+        if norm.get("boundConstraintId"):
+            rec["boundConstraintId"] = norm["boundConstraintId"]
+        if norm.get("sourceText"):
+            rec["source"] = {"type": "PLANNER_CHAT", "text": norm["sourceText"]}
+        patch, note = _bound_apply(world, norm)
+        if patch:
+            from server.aps_domain.constraints import apply_profile_save
+
+            apply_profile_save(world, patch)
+        if norm["scope"] == "tenant":
+            save_tenant_rules(tenant_uuid, load_tenant_rules(tenant_uuid) + [rec])
+        else:
+            world["constraintRules"] = project_rules(world) + [rec]
+        effect = rule_effect(world, rec)["text"]
+        message = (f"约束规则已登记 ✅ {rule_id} {rec['name']}"
+                   f"（{RULE_CATEGORIES[norm['category']]}／{RULE_SCOPES[norm['scope']]}）。"
+                   f"\n执行情况：{effect}。" + (f"\n{note}。" if note else ""))
+        return {"ruleId": rule_id, "op": "add", "scope": norm["scope"],
+                "rule": rec, "message": message}
+    rule_id = norm["ruleId"]
+    rule, where = _locate(world, tenant_uuid, rule_id)
+    if not rule or not where:
+        raise ValueError(f"规则库中没有 {rule_id} 这条规则")
+    container = load_tenant_rules(tenant_uuid) if where == "tenant" else project_rules(world)
+    name = str(rule.get("name") or rule_id)
+    if norm["op"] == "delete":
+        kept = [r for r in container if str(r.get("id")) != rule_id]
+        _write_container(world, tenant_uuid, where, kept)
+        return {"ruleId": rule_id, "op": "delete", "scope": where,
+                "message": f"约束规则已删除 ✅ {rule_id} {name}。"}
+    enabled = norm["op"] == "enable"
+    updated = []
+    for r in container:
+        if str(r.get("id")) == rule_id:
+            updated.append({**r, "enabled": enabled, "updatedAt": _now()})
+        else:
+            updated.append(r)
+    _write_container(world, tenant_uuid, where, updated)
+    label = "启用" if enabled else "停用"
+    return {"ruleId": rule_id, "op": norm["op"], "scope": where,
+            "message": f"约束规则已{label} ✅ {rule_id} {name}。"}
+
+
+def constraint_library(world: World, tenant_uuid: str | None = None) -> dict[str, Any]:
+    """设置页数据：默认通用规则概览 + 计划员扩充规则（按类别分组）。"""
+    builtin = get_constraint_profile(world)["constraints"]
+    custom: list[dict[str, Any]] = []
+    for r in all_rules(world, tenant_uuid):
+        effect = rule_effect(world, r)
+        category = str(r.get("category") or "other")
+        custom.append({
+            **r,
+            "category": category,
+            "categoryLabel": RULE_CATEGORIES.get(category, "其他"),
+            "scopeLabel": RULE_SCOPES.get(str(r.get("scope")), "仅本项目"),
+            "kindLabel": RULE_KINDS.get(str(r.get("kind")), "尽量满足"),
+            "effect": effect,
+        })
+    groups = []
+    for gid, label in RULE_CATEGORIES.items():
+        items = [r for r in custom if r["category"] == gid]
+        if items:
+            groups.append({"id": gid, "label": label, "items": items})
+    return {
+        "builtin": {
+            "total": len(builtin),
+            "enabled": sum(1 for c in builtin if c.get("enabled", True)),
+            "configurable": sum(1 for c in builtin if c.get("configurable")),
+        },
+        "custom": custom,
+        "groups": groups,
+        "categories": [{"id": k, "label": v} for k, v in RULE_CATEGORIES.items()],
+        "scopes": [{"id": k, "label": v} for k, v in RULE_SCOPES.items()],
+        "summary": {
+            "builtinTotal": len(builtin),
+            "customTotal": len(custom),
+            "engineBound": sum(1 for r in custom if r["effect"]["enforced"]),
+            "recordOnly": sum(1 for r in custom if not r["effect"]["enforced"]),
+        },
+    }
diff --git a/server/aps_domain/lns.py b/server/aps_domain/lns.py
index 50f7270..320e004 100644
--- a/server/aps_domain/lns.py
+++ b/server/aps_domain/lns.py
@@ -522,7 +522,7 @@ def apply_lns_local(world: World, next_id, params: dict[str, Any]) -> dict[str,
            if k not in ("id", "versionNo", "versionName", "createdAt", "createdBy",
                         "publishedAt", "parentVersionId")},
         "id": new_vid, "versionNo": ver_no,
-        "versionName": f"LNS 插单局部修复 · {rush.get('orderNo')}",
+        "versionName": f"急单局部调整 · {rush.get('orderNo')}",
         "triggerType": "LNS_RUSH",
         "status": "DRAFT", "parentVersionId": old_vid,
         "orderCount": len(world.get("salesOrders", [])),
@@ -532,8 +532,8 @@ def apply_lns_local(world: World, next_id, params: dict[str, Any]) -> dict[str,
         "totalTardiness": total_tardiness,
         "conflictCount": overlap,
         "createdBy": "agent", "createdAt": fmt_dt(now), "publishedAt": None,
-        "note": (f"LNS 局部修复：移动 {applied_moves} 单 · 位移 {lns.get('disturbance', {}).get('shiftedHours', 0)}h · "
-                 f"急单 {rush.get('orderNo')}（窗口 {win.get('start')}~{win.get('end')}）"),
+        "note": (f"急单局部调整：{applied_moves} 张订单顺延，合计 {lns.get('disturbance', {}).get('shiftedHours', 0)} 小时；"
+                 f"急单 {rush.get('orderNo')}，可调整范围 {win.get('start')} 至 {win.get('end')}。"),
         "lns": {
             "lnsId": lns.get("lnsId"),
             "status": lns.get("status"),
@@ -556,52 +556,82 @@ def apply_lns_local(world: World, next_id, params: dict[str, Any]) -> dict[str,
 
 
 def format_lns_text(lns: dict[str, Any]) -> str:
-    """LNS 评估结果中文摘要（对话侧）。"""
+    """插单安排评估的计划员摘要（对话侧）。"""
     rush = lns.get("rushOrder") or {}
     win = lns.get("window") or {}
+    line_label = win.get("lineName") or win.get("lineId") or "可安排产线"
     lines = [
-        f"LNS 插单局部修复（沙盒，未改主干）· 策略 {lns.get('strategy')}",
+        "插单安排评估完成。本次只做试算，现有计划没有改动。",
         f"急单：{rush.get('customerName') or rush.get('orderNo')} · {rush.get('productName')} × {rush.get('quantity')} · 交期 {rush.get('deliveryDate')}",
-        f"时间窗：{win.get('start')} ~ {win.get('end')}（产线 {win.get('lineName') or win.get('lineId')} · 上限 {win.get('maxAffectedOrders')} 单 · 容忍 {win.get('disturbanceTolerance'):.0%}）"
-        if win else "时间窗：默认",
+        f"可调整范围：{win.get('start')} 至 {win.get('end')}，优先安排到 {line_label}。"
+        if win else "可调整范围：按当前生产安排。",
     ]
     if lns.get("status") == "LOCAL":
         d = lns.get("disturbance") or {}
         plan = lns.get("plan") or {}
+        before_due = "比交期提前" if (d.get("rushEndGapHours") or 0) <= 0 else "比交期晚"
         lines += [
-            (f"方案：{plan.get('rushStart')} → {plan.get('rushEnd')}（{'提前' if d.get('rushEndGapHours') is not None and d['rushEndGapHours'] <= 0 else '超期'} "
-             f"{abs(d.get('rushEndGapHours') or 0):.1f}h）"),
-            f"扰动：移动 {d.get('movedOrderCount')} 单 · 位移 {d.get('shiftedHours')}h · 延迟变化 {d.get('tardinessDelta'):+.1f}h · 窗口外 {d.get('windowOuterMovedCount')} 单",
+            f"可安排时间：{plan.get('rushStart')} 至 {plan.get('rushEnd')}，{before_due} "
+            f"{abs(d.get('rushEndGapHours') or 0):.1f} 小时。",
+            f"调整后：{d.get('movedOrderCount')} 张订单需要顺延，合计顺延 {d.get('shiftedHours')} 小时，"
+            f"总延期变化 {d.get('tardinessDelta'):+.1f} 小时；调整范围外的订单保持不变。",
         ]
         if lns.get("chainRisk", {}).get("flag"):
             lines.append(f"提示：{lns['chainRisk']['reason']}")
-        lines.append("确认后说「采用插单」（LNS 局部方案入 DRAFT 试排草稿，P2 写前自动建档）。")
+        lines.append("确认后，我会生成一版待发布的调整方案；现有计划不会直接改变。")
     else:
         reasons = lns.get("escalateReasons") or []
-        lines.append("升级全量重排 ⚠️ " + "；".join(reasons))
-        lines.append("确认后说「采用插单」将执行全量重排并生成 DRAFT 版本（P2 人工确认）。")
+        lines.append(
+            "这张急单不能只调整少数订单，需要重新编排整版计划。"
+            + ("原因：" + "；".join(_planner_lns_reasons(reasons)) if reasons else "")
+        )
+        lines.append("确认后，我会生成一版待发布的整版调整方案；现有计划不会直接改变。")
     return "\n".join(lines)
 
 
+def _planner_lns_reasons(reasons: list[str]) -> list[str]:
+    """把求解器阈值原因翻成计划员能判断的影响描述。"""
+    out: list[str] = []
+    for reason in reasons:
+        text = str(reason or "").strip()
+        if not text:
+            continue
+        if text.startswith("受影响订单"):
+            out.append("需要顺延的订单已经超过可接受范围")
+        elif text.startswith("扰动率"):
+            out.append("局部调整会打乱太多现有订单")
+        elif "无可用产线" in text or "无法物化" in text:
+            out.append("按当前设备、工艺和日历，找不到能安排这张急单的生产线或时间段")
+        elif "超过窗口宽度" in text:
+            out.append("这张急单需要的生产时间超过可局部调整的时间范围")
+        elif "无可行插入点" in text:
+            out.append("在不对其他订单造成过大影响的前提下，找不到合适的生产时段")
+        else:
+            out.append(text)
+    return out
+
+
 def lns_to_block(lns: dict[str, Any]) -> UIBlock:
-    """对话侧 LNS 结果块（复用 rush 卡片样式）。"""
+    """对话侧插单安排结果块（复用 rush 卡片样式）。"""
     rush = lns.get("rushOrder") or {}
     d = lns.get("disturbance") or {}
     status = lns.get("status")
     if status == "LOCAL":
         plan = lns.get("plan") or {}
-        title = "LNS 插单局部修复（窗口内最小扰动）"
+        title = "插单安排评估"
         text = (
             f"急单：{rush.get('orderNo') or '（新建）'} · {rush.get('productName')} × {rush.get('quantity')}\n"
             f"落点：{plan.get('rushStart')} → {plan.get('rushEnd')}（{plan.get('lineName') or plan.get('lineId')}）\n"
-            f"扰动：移动 {d.get('movedOrderCount')} 单 · 位移 {d.get('shiftedHours')}h · 延迟 {d.get('tardinessDelta'):+.1f}h\n"
-            f"窗口外受影响：{d.get('windowOuterMovedCount')} 单（冻结 ✅）"
+            f"调整后：{d.get('movedOrderCount')} 张订单需要顺延，合计顺延 {d.get('shiftedHours')} 小时，"
+            f"总延期变化 {d.get('tardinessDelta'):+.1f} 小时\n"
+            "调整范围外的订单保持不变；确认后只生成待发布的调整方案。"
         )
     else:
-        title = "LNS 升级全量重排"
+        title = "插单需要整版调整"
+        reasons = _planner_lns_reasons(lns.get("escalateReasons") or [])
         text = (f"急单：{rush.get('orderNo') or '（新建）'} · {rush.get('productName')} × {rush.get('quantity')}\n"
-                f"升级原因：{'；'.join(lns.get('escalateReasons') or ['影响半径超过阈值'])}\n"
-                "确认后将执行全量重排并生成 DRAFT 版本（P2）。")
+                f"需要整版调整的原因：{'；'.join(reasons or ['按当前生产安排无法只调整少数订单'])}\n"
+                "确认后只生成一版待发布的整版调整方案，现有计划不会直接改变。")
     return UIBlock(
         blockId=f"lns-{lns.get('lnsId')}",
         type="text",
diff --git a/server/aps_domain/rush.py b/server/aps_domain/rush.py
index 3c7a465..eb2f952 100644
--- a/server/aps_domain/rush.py
+++ b/server/aps_domain/rush.py
@@ -261,12 +261,12 @@ def impact_to_block(impact: dict[str, Any]) -> UIBlock:
         props={
             "kind": "rush-impact",
             "impact": impact,
-            "title": "插单影响快评",
+            "title": "紧急插单影响",
             "text": (
                 f"急单：{rush.get('orderNo') or '（新建）'} · {rush.get('productName')} × {rush.get('quantity')}\n"
-                f"受影响订单 {impact['affectedOrderCount']} 条 · 延迟变化 {impact['delayDelta']:+}h · 冲突变化 {impact['conflictDelta']:+}\n"
-                f"策略：{impact['strategy']}（沙盒，未改主干）\n"
-                "确认后请说「采用插单」。"
+                f"预计影响 {impact['affectedOrderCount']} 张订单；调整后总延期 "
+                f"{impact['delayDelta']:+g} 小时，冲突变化 {impact['conflictDelta']:+d} 项。\n"
+                "这只是试算，现有计划没有改动；你确认后才生成一版待发布的调整方案。"
             ),
         },
         actions=[],
@@ -276,18 +276,27 @@ def impact_to_block(impact: dict[str, Any]) -> UIBlock:
 def format_impact_text(impact: dict[str, Any]) -> str:
     rush = impact["rushOrder"]
     lines = [
-        f"插单快评完成（沙盒，未改主干）· 策略 {_strategy_cn(impact['strategy'])}",
+        "插单影响评估完成。本次只做试算，现有计划没有改动。",
         f"急单：{rush.get('customerName')} · {rush.get('productName')} × {rush.get('quantity')} · 交期 {rush.get('deliveryDate')}"
         + (f" · 预计完工 {rush.get('promisedEnd')}" if rush.get("promisedEnd") else ""),
-        f"影响：受波及订单 {impact['affectedOrderCount']} 条 · 总延迟 {impact['delayDelta']:+}h · 冲突 {impact['conflictDelta']:+}",
-        f"基准 → 插单后：订单 {impact['baseline']['orderCount']}→{impact['after']['orderCount']} · "
-        f"延迟 {impact['baseline']['totalTardiness']}→{impact['after']['totalTardiness']}h · "
-        f"冲突 {impact['baseline']['conflictCount']}→{impact['after']['conflictCount']}",
+        f"影响：预计涉及 {impact['affectedOrderCount']} 张订单；总延期变化 "
+        f"{impact['delayDelta']:+g} 小时，冲突变化 {impact['conflictDelta']:+d} 项。",
+        f"调整前 → 调整后：订单 {impact['baseline']['orderCount']}→{impact['after']['orderCount']} 张 · "
+        f"总延期 {impact['baseline']['totalTardiness']}→{impact['after']['totalTardiness']} 小时 · "
+        f"冲突 {impact['baseline']['conflictCount']}→{impact['after']['conflictCount']} 项。",
     ]
     if impact["affectedOrders"]:
-        sample = "、".join(a["orderNo"] for a in impact["affectedOrders"][:5])
-        lines.append(f"延期样例：{sample}" + ("…" if len(impact["affectedOrders"]) > 5 else ""))
-    lines.append("确认无误后说「采用插单」或点「采用此插单」（P2，写前自动建档）。")
+        lines.append("可能受影响的订单：")
+        for item in impact["affectedOrders"][:5]:
+            lines.append(
+                f"· {item['orderNo']}（{item['customerName']}）：原计划 {item['beforeEnd']}，"
+                f"调整后预计 {item['afterEnd']}"
+            )
+        if len(impact["affectedOrders"]) > 5:
+            lines.append(f"· 其余 {len(impact['affectedOrders']) - 5} 张订单也会有排期变化。")
+    else:
+        lines.append("按当前订单、设备、工艺和日历数据，没有发现其他订单被顺延。")
+    lines.append("如果确认采用，我会先生成一版待发布的调整方案，不会直接改车间执行。")
     return "\n".join(lines)
 
 
diff --git a/server/aps_domain/sop_rules.py b/server/aps_domain/sop_rules.py
index be4d38a..7880361 100644
--- a/server/aps_domain/sop_rules.py
+++ b/server/aps_domain/sop_rules.py
@@ -39,6 +39,7 @@ def list_compilable_sops(kb_assets: list[dict[str, Any]]) -> list[dict[str, Any]
             "effectCount": len(pack.get("effects") or []),
             "compilable": bool(pack.get("effects")),
             "summary": pack.get("summary") or "",
+            "plannerSummary": pack.get("plannerSummary") or "",
         })
     return out
 
@@ -109,7 +110,7 @@ def compile_sop_asset(asset: dict[str, Any]) -> dict[str, Any]:
         })
 
     if not effects:
-        warnings.append("未识别可落地的约束模板；可扩展编译器或改用约束配置中心手工调整")
+        warnings.append("当前作业标准未识别出可用于排产的约束，可在约束规则库中补充要求。")
 
     # C13 标记：有可应用效果时启用
     if any(e.get("op") in ("constraint.set", "changeover.policy") for e in effects):
@@ -126,15 +127,37 @@ def compile_sop_asset(asset: dict[str, Any]) -> dict[str, Any]:
         })
 
     summary_bits = []
+    planner_bits: list[str] = []
     for e in effects:
         if e["op"] == "constraint.set":
             summary_bits.append(f"{e['id']}→{'开' if e.get('enabled') else '关'}/{e.get('kind', '')}")
+            constraint_id = str(e.get("id") or "")
+            if constraint_id == "C10_changeover":
+                planner_bits.append("将换型顺序纳入排产控制")
+            elif constraint_id == "C6_material_kit":
+                planner_bits.append("物料不齐套时提示风险，不直接阻断排产草案")
+            elif constraint_id != "C13_sop":
+                planner_bits.append("将作业标准中的约束条件纳入排产")
         elif e["op"] == "changeover.policy":
             summary_bits.append(f"跨族换型默认{e.get('defaultCrossFamilyMin')}分")
+            policy_bits: list[str] = []
+            cross_min = e.get("defaultCrossFamilyMin")
+            standard_min = e.get("standardSetupMin")
+            if cross_min is not None:
+                policy_bits.append(f"跨产品族换型预留 {float(cross_min):.0f} 分钟")
+            if standard_min is not None:
+                policy_bits.append(f"常规换型预留 {float(standard_min):.0f} 分钟")
+            if e.get("noChangeoverAfter"):
+                policy_bits.append(f"{e['noChangeoverAfter']} 后不安排换型")
+            planner_bits.append("；".join(policy_bits) if policy_bits else "按作业标准控制换型时间")
         elif e["op"] == "strategy.suggest":
             summary_bits.append(f"建议策略{e.get('strategy')}")
+            planner_bits.append("优先连续生产同一产品族，减少换型次数")
         elif e["op"] == "process.note":
             summary_bits.append("流程提示")
+            planner_bits.append("急单插单先进行影响评估，并经主管确认后执行")
+
+    planner_bits = list(dict.fromkeys(planner_bits))
 
     return {
         "packId": f"pack-{asset.get('assetId') or uuid.uuid4().hex[:8]}",
@@ -147,6 +170,8 @@ def compile_sop_asset(asset: dict[str, Any]) -> dict[str, Any]:
         },
         "effects": effects,
         "summary": "；".join(summary_bits) if summary_bits else "无可应用效果",
+        "plannerSummary": ("；".join(planner_bits) if planner_bits
+                           else "当前作业标准暂未识别出可用于排产的约束"),
         "warnings": warnings,
     }
 
@@ -193,17 +218,15 @@ def compile_sop_by_query(kb_assets: list[dict[str, Any]], query: str | None = No
 
 
 def confirmation_for_sop_apply(pack: dict[str, Any]) -> tuple[str, list[str]]:
-    title = f"应用 SOP 规则包：{pack.get('title') or pack.get('packId')}"
-    lines = [pack.get("summary") or "应用编译效果"]
+    title = f"应用作业标准：{pack.get('title') or pack.get('packId')}"
+    summary = str(pack.get("plannerSummary") or "当前作业标准暂未识别出可用于排产的约束")
+    lines = [bit.strip() for bit in summary.split("；") if bit.strip()]
     src = (pack.get("source") or {}).get("title")
     if src:
         lines.append(f"出处：{src}")
-    for e in pack.get("effects") or []:
-        if e.get("rationale"):
-            lines.append(f"· {e['op']}: {e['rationale']}")
-    lines.append("P2 写主干；执行前自动建档")
+    lines.append("批准后应用到后续排产，历史版本保持不变。")
     for w in pack.get("warnings") or []:
-        lines.append(f"⚠ {w}")
+        lines.append(f"提示：{w}")
     return title, lines
 
 
@@ -291,7 +314,7 @@ def sop_as_block(pack: dict[str, Any]) -> Any:
         blockId=f"sop-pack-{uuid.uuid4().hex[:8]}",
         type="report",
         props={
-            "title": f"SOP 编译：{pack.get('title')}",
+            "title": f"作业标准规则：{pack.get('title')}",
             "reportType": "sop-rule-pack",
             "markdown": _pack_markdown(pack),
             "pack": pack,
@@ -300,20 +323,20 @@ def sop_as_block(pack: dict[str, Any]) -> Any:
 
 
 def _pack_markdown(pack: dict[str, Any]) -> str:
+    summary = str(pack.get("plannerSummary") or "当前作业标准暂未识别出可用于排产的约束")
     lines = [
-        f"# {pack.get('title')}",
+        f"# 作业标准：{pack.get('title')}",
         "",
-        f"**摘要**：{pack.get('summary')}",
-        "",
-        "## 效果",
+        "## 排产规则",
     ]
-    for e in pack.get("effects") or []:
-        lines.append(f"- `{e.get('op')}` — {e.get('rationale') or e}")
+    for bit in summary.split("；"):
+        if bit.strip():
+            lines.append(f"- {bit.strip()}")
     if pack.get("warnings"):
         lines.append("")
-        lines.append("## 警告")
+        lines.append("## 提示")
         for w in pack["warnings"]:
             lines.append(f"- {w}")
     src = pack.get("source") or {}
-    lines += ["", f"出处：{src.get('title')}（{src.get('assetId')}）"]
+    lines += ["", f"出处：{src.get('title')}"]
     return "\n".join(lines)
diff --git a/server/aps_domain/workflow.py b/server/aps_domain/workflow.py
index dacb215..df3fe86 100644
--- a/server/aps_domain/workflow.py
+++ b/server/aps_domain/workflow.py
@@ -1382,9 +1382,10 @@ def execute_confirmed(store: WorldStore, confirm_id: str, approve: bool, actor:
                                                "tardinessDelta": d.get("tardinessDelta")}, before_snapshot=str(cp["pairId"]) if cp else None, evidence_refs=evidence_refs)
             store.save()
             _LAST_RUSH_EVAL.clear()
-            return (f"LNS 局部插单已采用 ✅ {order['orderNo']}（急单）已入池；"
-                    f"窗口内最小扰动：移动 {d.get('movedOrderCount', 0)} 单 · 位移 {d.get('shiftedHours', 0)}h · "
-                    f"延迟变化 {d.get('tardinessDelta', 0):+.1f}h；草稿版本 {result.versionNo}。可用检查点回滚到采用前。")
+            return (f"插单方案已采用 ✅ {order['orderNo']}（急单）已加入订单池；"
+                    f"{d.get('movedOrderCount', 0)} 张订单顺延，合计顺延 {d.get('shiftedHours', 0)} 小时，"
+                    f"总延期变化 {d.get('tardinessDelta', 0):+.1f} 小时。"
+                    f"已生成待发布的调整方案 {result.versionNo}，可用检查点回滚到采用前。")
         applied = apply_rush(store.data, store.next_id, params)   # 升级（ESCALATE）/ 直接采用 → 全量重排
         order = applied["order"]
         result = applied["result"]
@@ -1398,10 +1399,10 @@ def execute_confirmed(store: WorldStore, confirm_id: str, approve: bool, actor:
                                            "escalateReasons": lns.get("escalateReasons")}, before_snapshot=str(cp["pairId"]) if cp else None, evidence_refs=evidence_refs)
         store.save()
         _LAST_RUSH_EVAL.clear()
-        prefix = "LNS 超阈值升级全量重排 ✅ " if lns.get("status") == "ESCALATE" else "插单已采用 ✅ "
-        return (prefix + f"{order['orderNo']}（急单）已入池；"
-                f"草稿版本 {result.versionNo} · 订单 {result.orderCount} · "
-                f"冲突 {result.conflictCount} · 延迟 {round(result.totalTardiness)}h。"
+        prefix = "整版调整方案已采用 ✅ " if lns.get("status") == "ESCALATE" else "插单方案已采用 ✅ "
+        return (prefix + f"{order['orderNo']}（急单）已加入订单池；"
+                f"已生成待发布的调整方案 {result.versionNo}，共安排 {result.orderCount} 张订单，"
+                f"冲突 {result.conflictCount} 项，总延期 {round(result.totalTardiness)} 小时。"
                 f"可用检查点回滚到采用前。")
     if action in ("forecast.upsert", "forecast.delete", "forecast.convert"):
         from server.aps_domain.forecast import apply_forecast_action
@@ -1967,6 +1968,19 @@ def execute_confirmed(store: WorldStore, confirm_id: str, approve: bool, actor:
         hard_n = sum(1 for c in applied["after"]["constraints"] if c["kind"] == "hard" and c["enabled"])
         return (f"约束配置已更新 ✅ 启用 {enabled} 条 / 其中硬约束 {hard_n} 条。"
                 "硬约束违反将阻止发布（变更前已自动建档）。")
+    if action == "constraint.rule.save":               # ---- 批准：计划员扩充规则（SC-04） ----
+        from server.aps_domain.constraint_rules import apply_rule_save
+        cp = _create_checkpoint(store, label="约束规则库变更前基线", reason="auto:constraint.rule.save",
+                                 conversation_note="批准扩充约束规则")
+        applied = apply_rule_save(store.data, params, getattr(store, "tenant_uuid", "platform"))
+        write_audit(store.data, store.next_id, actor=actor, category="WORLD_WRITE",
+                    action="constraint.rule.save",
+                    target={"type": "CONSTRAINT_RULE", "id": applied["ruleId"]}, power="P2",
+                    rationale={"confirmId": confirm_id, "approver": actor, "op": applied["op"],
+                               "scope": applied.get("scope")},
+                    before_snapshot=str(cp["pairId"]) if cp else None, evidence_refs=evidence_refs)
+        store.save()
+        return str(applied.get("message") or f"约束规则 {applied['ruleId']} 已更新 ✅")
     if action == "sop.apply":                          # ---- 批准：SOP 规则包（IND-02） ----
         from server.aps_domain.sop_rules import apply_sop_pack, compile_sop_by_asset
         pack = params.get("pack")
@@ -3127,17 +3141,29 @@ async def handle_intent(store: WorldStore, session_id: str, intent: IntentResult
             }
         rush = p.get("payload") or p
         label = rush.get("orderNo") or f"{rush.get('customerName', '急单')}×{rush.get('quantity', '?')}"
+        strategy_name = {
+            "DELIVERY_FIRST": "交期优先",
+            "CAPACITY_BALANCE": "产能均衡",
+            "COMPREHENSIVE": "综合优化",
+        }.get(str(p.get("strategy") or "DELIVERY_FIRST").upper(), "交期优先")
+        if p.get("lns"):
+            from server.aps_domain.lns import _planner_lns_reasons
+            escalation_reasons = "；".join(
+                _planner_lns_reasons(p["lns"].get("escalateReasons") or [])
+            ) or "按当前生产安排无法只调整少数订单"
+        else:
+            escalation_reasons = ""
         block = harness.stage_confirmation(
             session_id, "rush.apply", p,
             title=f"采用紧急插单 · {label}",
             summary_lines=[
-                f"策略：{p.get('strategy') or 'DELIVERY_FIRST'}",
-                "将写入主干订单池（APPROVED + isRush），并生成 DRAFT 排产版本",
-                "基准已发布版本不回写；执行前自动建档，可回滚",
-                f"快评 ID：{p.get('evalId') or '（直接采用）'}",
-                *([f"LNS：局部修复（移动 {p['lns']['disturbance']['movedOrderCount']} 单，窗口内最小扰动，入 DRAFT 草稿）"]
+                f"排产方式：{strategy_name}",
+                "确认后会把这笔急单加入订单池，并生成一版待发布的调整方案",
+                "现有已发布计划不改动；执行前会自动留存可回滚点",
+                *([f"局部调整：{p['lns']['disturbance']['movedOrderCount']} 张订单需要顺延，"
+                   f"调整范围外的订单保持不变"]
                    if p.get("lns") and p["lns"].get("status") == "LOCAL"
-                   else [f"LNS：升级全量重排（{'；'.join(p['lns'].get('escalateReasons') or [])}）"]
+                   else [f"整版调整：{escalation_reasons}"]
                    if p.get("lns") else []),
             ],
         )
@@ -3145,7 +3171,7 @@ async def handle_intent(store: WorldStore, session_id: str, intent: IntentResult
                     target={"type": "SALES_ORDER", "id": rush.get("orderNo") or "NEW"}, power="P2",
                     rationale={"confirmId": block.props["confirmId"]})
         store.save()
-        return AgentReply(text="采用插单属于 P2 写操作，需要你确认（见下方确认卡）。", blocks=[block])
+        return AgentReply(text="采用这项插单方案前需要你确认，具体影响见下方确认卡。", blocks=[block])
     # ---- OR-05 预测 / 长周期订单 ----
     if name == "forecast.query":
         from server.aps_domain.forecast import forecast_summary, list_forecasts
@@ -4554,6 +4580,38 @@ async def handle_intent(store: WorldStore, session_id: str, intent: IntentResult
                     rationale={"confirmId": block.props["confirmId"]})
         store.save()
         return AgentReply(text=f"{title} 属于 P2 写操作，需要你确认。", blocks=[block])
+    # ---- 约束规则库：默认通用规则 + 计划员自然语言扩充（SC-04） ----
+    if name == "constraint.rule.query":
+        from server.aps_domain.constraint_rules import constraint_library
+        lib = constraint_library(store.data, getattr(store, "tenant_uuid", "platform"))
+        s = lib["summary"]
+        lines = [
+            f"· {r['name']}（{r['categoryLabel']}／{r['scopeLabel']}／{r['kindLabel']}）"
+            f"→ {r['effect']['text']}"
+            for r in lib["custom"]
+        ]
+        text = (f"默认通用约束 {s['builtinTotal']} 条（无需逐条登记）；"
+                f"已扩充 {s['customTotal']} 条，其中接入排产引擎 {s['engineBound']} 条、"
+                f"仅记录 {s['recordOnly']} 条。")
+        text += "\n" + ("\n".join(lines) if lines
+                        else "还没有扩充规则。直接用一句话说你的要求，我来整理成规则。")
+        return AgentReply(text=text)
+    if name == "constraint.rule.save":
+        from server.aps_domain.constraint_rules import confirmation_for_rule_save
+        raw = dict(intent.params or {})
+        try:
+            title, lines = confirmation_for_rule_save(
+                store.data, raw, getattr(store, "tenant_uuid", "platform"))
+        except ValueError as exc:
+            return AgentReply(text=f"规则没有登记：{exc}")
+        block = harness.stage_confirmation(
+            session_id, "constraint.rule.save", raw, title=title, summary_lines=lines)
+        write_audit(store.data, store.next_id, actor=actor, category="GATE",
+                    action="constraint.rule.save.stage",
+                    target={"type": "CONSTRAINT_RULE", "id": str(raw.get("ruleId") or "new")},
+                    power="P2", rationale={"confirmId": block.props["confirmId"]})
+        store.save()
+        return AgentReply(text=f"{title} 属于 P2 写操作，需要你确认。", blocks=[block])
     # ---- IND-02 SOP→约束 ----
     if name == "sop.compile":
         from server.aps_domain.sop_rules import compile_sop_by_asset, list_compilable_sops, sop_as_block
@@ -4561,7 +4619,7 @@ async def handle_intent(store: WorldStore, session_id: str, intent: IntentResult
                        or (intent.params or {}).get("asset_id") or "").strip()
         if not asset_id:
             return AgentReply(
-                text="SOP 编译需要结构化参数 assetId；本次未从 query 文本猜测 SOP。"
+                text="请先选择要查看的作业标准，本次未从问句自动选择。"
             )
         compiled = compile_sop_by_asset(get_knowledge().assets, asset_id)
         if not compiled.get("ok"):
@@ -4574,9 +4632,9 @@ async def handle_intent(store: WorldStore, session_id: str, intent: IntentResult
                     rationale={"assetId": asset_id, "effects": len(pack.get("effects") or [])})
         store.save()
         text = (
-            f"已编译 SOP《{pack.get('title')}》→ 规则包预览。\n"
-            f"{pack.get('summary')}\n"
-            "确认落地请说「应用换线SOP」或「应用该规则包」（P2）。"
+            f"已从作业标准《{pack.get('title')}》识别出以下排产规则：\n"
+            f"{pack.get('plannerSummary') or '当前作业标准暂未识别出可用于排产的约束'}\n"
+            "需要应用时请回复「应用该作业标准」，确认后生效。"
         )
         return AgentReply(text=text, blocks=[sop_as_block(pack)])
     if name == "sop.apply":
@@ -4589,11 +4647,11 @@ async def handle_intent(store: WorldStore, session_id: str, intent: IntentResult
         if pack is None:
             if not asset_id:
                 return AgentReply(
-                    text="应用 SOP 需要结构化参数 pack，或 assetId 精确指定 SOP；本次未生成确认卡。"
+                    text="请先选择要应用的作业标准，本次未生成确认项。"
                 )
             compiled = compile_sop_by_asset(get_knowledge().assets, asset_id)
             if not compiled.get("ok"):
-                return AgentReply(text=compiled.get("error") or "SOP 编译失败")
+                return AgentReply(text="作业标准读取失败，请稍后重试。")
             pack = compiled["pack"]
         title, lines = confirmation_for_sop_apply(pack)
         block = harness.stage_confirmation(
@@ -4604,7 +4662,7 @@ async def handle_intent(store: WorldStore, session_id: str, intent: IntentResult
                     target={"type": "RULE_PACK", "id": pack.get("packId")}, power="P2",
                     rationale={"confirmId": block.props["confirmId"]})
         store.save()
-        return AgentReply(text=f"{title} 属于 P2 写操作，需要你确认。", blocks=[block])
+        return AgentReply(text=f"{title}，需要你确认后生效。", blocks=[block])
     # ---- 帮助（P0） ----
     if name == "help":
         return AgentReply(text=_HELP)
diff --git a/server/contracts.py b/server/contracts.py
index ec1255d..a442dbf 100644
--- a/server/contracts.py
+++ b/server/contracts.py
@@ -79,6 +79,8 @@ IntentName = Literal[
     "params.query",                                    # OR-02：排产参数查询（P0）
     "constraint.profile.query",                        # SC-04：约束剖面查询（P0）
     "constraint.profile.save",                         # SC-04：约束剖面保存（P2）
+    "constraint.rule.query",                           # SC-04：规则库概览（P0）
+    "constraint.rule.save",                            # SC-04：计划员扩充规则（P2）
     "data.import",                                     # 自然语言批量导入订单/物料（P2）
     "import.commit",                                   # Excel/CSV 导入入库（P2）
     "folder.analyze",                                  # 工程目录深度解析（P0）
diff --git a/server/gateway/app.py b/server/gateway/app.py
index 060510d..33d76f0 100644
--- a/server/gateway/app.py
+++ b/server/gateway/app.py
@@ -3253,6 +3253,35 @@ def create_app() -> FastAPI:
         store.save()
         return {"message": f"{title} 已进入 P2 确认队列。", "block": block.model_dump()}
 
+    @app.get("/api/constraints/library")
+    async def constraints_library() -> dict:
+        """计划员约束规则库（SC-04 扩充，P0）：默认通用规则概览 + 已扩充规则。"""
+        from server.aps_domain.constraint_rules import constraint_library
+        store = get_store()
+        return constraint_library(store.data, getattr(store, "tenant_uuid", "platform"))
+
+    @app.post("/api/constraints/rules/stage")
+    async def constraints_rule_stage(req: ConstraintStageRequest) -> dict:
+        """计划员扩充规则新增/启停/删除暂存确认卡（P2 → /api/actions/confirm）。"""
+        from server.aps_domain.constraint_rules import confirmation_for_rule_save
+        store = get_store()
+        tenant = getattr(store, "tenant_uuid", "platform")
+        try:
+            title, lines = confirmation_for_rule_save(store.data, req.payload, tenant)
+        except ValueError as exc:
+            return {"error": str(exc)}
+        block = harness.stage_confirmation(
+            req.sessionId or "web", "constraint.rule.save", req.payload,
+            title=title, summary_lines=lines)
+        from server.agent_core.audit import write_audit
+        write_audit(store.data, store.next_id, actor=req.sessionId or "web", category="GATE",
+                    action="constraint.rule.save.stage",
+                    target={"type": "CONSTRAINT_RULE",
+                            "id": str(req.payload.get("ruleId") or "new")},
+                    power="P2", rationale={"confirmId": block.props["confirmId"]})
+        store.save()
+        return {"message": f"{title} 已进入 P2 确认队列。", "block": block.model_dump()}
+
     @app.get("/api/sop/compilable")
     async def sop_compilable() -> dict:
         """可编译 SOP 列表（IND-02，P0）。"""
diff --git a/server/integrations/pi_bridge.py b/server/integrations/pi_bridge.py
index c480d2d..38f9ccc 100644
--- a/server/integrations/pi_bridge.py
+++ b/server/integrations/pi_bridge.py
@@ -791,6 +791,13 @@ def render_plan_task_brief(run_id: str, query: str, snapshot_files: list[str],
 6. 工具结果要求核对、确认或选择哪一份文件时，必须原样转达这个问题，不得改写成
    「项目没有数据」之类的结论。
 7. 单轮最多调用 8 次，序号从 1 递增；同一个请求不要重复调用。
+8. 紧急插单只认工具结论：只要用户在问一张急单能不能插、会延期哪些订单、是否要把
+   整版计划重排，必须先调用 `rush.evaluate`，不得凭订单数量、交期或快照内容自行判断。
+   缺少“已有订单号，或产品编码/名称 + 数量 + 交期”时先向用户追问，不要把整句话塞进参数，
+   也不要替用户猜默认数量或交期。工具返回后才解释结论：能局部调整就说清急单安排、受影响的
+   订单和顺延时间；不能局部调整就说清需要重新编排全部订单及主要原因。用户确认“采用刚才的
+   插单方案”时，调用 `rush.apply` 且 params 传空对象；它只会生成待确认事项，确认前不得说
+   计划已经修改、方案已经发布或工单已经下发。
 """
     brief = brief.replace("【输出契约】", tool_protocol + "\n【输出契约】", 1)
 
@@ -807,6 +814,7 @@ def render_plan_task_brief(run_id: str, query: str, snapshot_files: list[str],
 - 需要写系统数据时，只说明已准备待确认的操作，不得声称已经执行或已经获批；
 - 失败或信息不足时如实说明，不泄露内部运行机制；
 - 不向用户展示工具名、协议字段或文件邮箱路径，统一改用中文业务名称；
+- 同一次回复里的备选项或步骤使用连续的 1、2、3 编号；不要每个选项都写成 1.；
 - 不要引用或编造任何凭证编号（callId）。
 """
     return brief.replace(legacy_output, primary_output, 1)
diff --git a/shared/schemas/intent.schema.json b/shared/schemas/intent.schema.json
index 26fc13c..5b2ebc5 100644
--- a/shared/schemas/intent.schema.json
+++ b/shared/schemas/intent.schema.json
@@ -47,6 +47,8 @@
         "params.query",
         "constraint.profile.query",
         "constraint.profile.save",
+        "constraint.rule.query",
+        "constraint.rule.save",
         "data.import",
         "import.commit",
         "folder.analyze",
diff --git a/tests/golden/test_constraint_rules.py b/tests/golden/test_constraint_rules.py
new file mode 100644
index 0000000..3ec1484
--- /dev/null
+++ b/tests/golden/test_constraint_rules.py
@@ -0,0 +1,303 @@
+# ============================================================
+# SC-04 扩充：计划员约束规则库黄金测试（可重生 ✅）
+#   1) 默认通用规则 = 内建 C1..C13 目录，扩充规则不动它
+#   2) 计划员一句话 → 规则（按类别 / 按范围归档）
+#   3) 没接入排产引擎的规则如实标注，不假装生效
+#   4) 绑定可配内置项时真正落到排产引擎，并说清执行来源
+#   5) 新增 / 启用 / 停用 / 删除 全生命周期 + 非法载荷拒绝
+# ============================================================
+from __future__ import annotations
+
+import pytest
+
+from server.aps_domain.constraint_rules import (
+    all_rules,
+    apply_rule_save,
+    confirmation_for_rule_save,
+    constraint_library,
+    normalize_rule_payload,
+    rule_effect,
+    tenant_rules_path,
+)
+from server.aps_domain.constraints import (
+    DEFAULT_CONSTRAINT_DEFS,
+    apply_profile_save,
+    get_constraint,
+    get_constraint_profile,
+)
+from server.state.seed import seed_world
+
+
+@pytest.fixture
+def rules_home(tmp_path, monkeypatch):
+    """每条用例独占一个数据根，避免全厂规则文件互相串。"""
+    monkeypatch.setenv("APS_HOME", str(tmp_path))
+    return tmp_path
+
+
+def _add(world, tenant, **kw):
+    payload = {"op": "add", "name": kw.pop("name"), "category": kw.pop("category", "other")}
+    payload.update(kw)
+    return apply_rule_save(world, payload, tenant)
+
+
+# ---------------- 1) 默认通用规则是基线，扩充不动它 ----------------
+def test_default_library_is_builtin_catalog_only(rules_home):
+    world = seed_world()
+    lib = constraint_library(world, "t1")
+    assert lib["summary"]["builtinTotal"] == len(DEFAULT_CONSTRAINT_DEFS)
+    assert lib["summary"]["customTotal"] == 0
+    assert lib["summary"]["engineBound"] == 0
+    assert lib["groups"] == []
+
+
+def test_adding_unbound_rule_does_not_touch_builtin_profile(rules_home):
+    world = seed_world()
+    before = [(c["kind"], c["enabled"]) for c in get_constraint_profile(world)["constraints"]]
+    _add(world, "t1", name="夜班不安排换型", category="process", scope="project", kind="soft")
+    after = [(c["kind"], c["enabled"]) for c in get_constraint_profile(world)["constraints"]]
+    assert before == after
+    assert len(world["constraintRules"]) == 1
+
+
+# ---------------- 2) 计划员一句话 → 规则，按类别/范围归档 ----------------
+def test_project_rule_is_archived_with_category_and_scope(rules_home):
+    world = seed_world()
+    out = _add(world, "t1", name="夜班不安排换型", category="process", scope="project",
+               kind="soft", sourceText="以后夜班别安排换型")
+    assert out["ruleId"] == "R-001"
+    lib = constraint_library(world, "t1")
+    assert [g["id"] for g in lib["groups"]] == ["process"]
+    rule = lib["custom"][0]
+    assert rule["name"] == "夜班不安排换型"
+    assert rule["categoryLabel"] == "工艺"
+    assert rule["scopeLabel"] == "仅本项目"
+    assert rule["kindLabel"] == "尽量满足"
+    assert rule["source"]["text"] == "以后夜班别安排换型"
+
+
+def test_tenant_rule_lands_in_tenant_file_and_stays_tenant_scoped(rules_home):
+    world = seed_world()
+    _add(world, "tenant-a", name="全厂周末不排产", category="calendar", scope="tenant", kind="hard")
+    assert tenant_rules_path("tenant-a").exists()
+    assert not world.get("constraintRules")
+    assert constraint_library(world, "tenant-a")["summary"]["customTotal"] == 1
+    assert constraint_library(world, "tenant-b")["summary"]["customTotal"] == 0
+    assert constraint_library(world, "tenant-a")["custom"][0]["scopeLabel"] == "全厂"
+
+
+def test_rule_ids_increment_across_scopes(rules_home):
+    world = seed_world()
+    _add(world, "t1", name="本项目第一条", category="other", scope="project")
+    _add(world, "t1", name="全厂第二条", category="other", scope="tenant")
+    rules = all_rules(world, "t1")
+    assert sorted(r["id"] for r in rules) == ["R-001", "R-002"]
+    assert {r["scope"] for r in rules} == {"project", "tenant"}
+
+
+# ---------------- 3) 没接入引擎就直说 ----------------
+def test_unbound_rule_is_reported_as_record_only(rules_home):
+    world = seed_world()
+    out = _add(world, "t1", name="喷涂线每天最多八小时", category="capacity", scope="project")
+    rule = world["constraintRules"][0]
+    effect = rule_effect(world, rule)
+    assert effect["bound"] is False and effect["enforced"] is False
+    assert effect["text"] == "已记录，暂未接入排产引擎"
+    assert "暂未接入排产引擎" in out["message"]
+    assert constraint_library(world, "t1")["summary"]["recordOnly"] == 1
+
+
+# ---------------- 4) 绑定内置项时真正生效，并说清来源 ----------------
+def test_binding_to_kind_configurable_constraint_applies_to_engine(rules_home):
+    world = seed_world()
+    assert get_constraint(world, "C6_material_kit")["kind"] == "soft"
+    _add(world, "t1", name="缺料必须挡住发布", category="material", scope="project",
+         kind="hard", boundConstraintId="C6_material_kit")
+    assert get_constraint(world, "C6_material_kit")["kind"] == "hard"
+    rule = world["constraintRules"][0]
+    effect = rule_effect(world, rule)
+    assert effect["enforced"] is True
+    assert "物料齐套" in effect["text"] and "硬约束" in effect["text"]
+    assert constraint_library(world, "t1")["summary"]["engineBound"] == 1
+
+
+def test_binding_to_non_configurable_hard_rule_never_downgrades_it(rules_home):
+    world = seed_world()
+    _add(world, "t1", name="前序没做完不能开下道", category="process", scope="project",
+         kind="soft", boundConstraintId="C1_precedence")
+    c1 = get_constraint(world, "C1_precedence")
+    assert c1["kind"] == "hard" and c1["enabled"] is True
+    assert rule_effect(world, world["constraintRules"][0])["enforced"] is True
+
+
+def test_disabled_builtin_marks_bound_rule_as_not_effective(rules_home):
+    world = seed_world()
+    _add(world, "t1", name="缺料先提示我", category="material", scope="project",
+         kind="soft", boundConstraintId="C6_material_kit")
+    apply_profile_save(world, {"constraints": {"C6_material_kit": {"enabled": False}}})
+    effect = rule_effect(world, world["constraintRules"][0])
+    assert effect["enforced"] is False
+    assert "已关闭" in effect["text"]
+
+
+# ---------------- 5) 生命周期与校验 ----------------
+def test_rule_lifecycle_enable_disable_delete(rules_home):
+    world = seed_world()
+    _add(world, "t1", name="插单必须先经我确认", category="order", scope="project")
+    rid = world["constraintRules"][0]["id"]
+    apply_rule_save(world, {"op": "disable", "ruleId": rid}, "t1")
+    assert world["constraintRules"][0]["enabled"] is False
+    assert constraint_library(world, "t1")["custom"][0]["enabled"] is False
+    apply_rule_save(world, {"op": "enable", "ruleId": rid}, "t1")
+    assert world["constraintRules"][0]["enabled"] is True
+    out = apply_rule_save(world, {"op": "delete", "ruleId": rid}, "t1")
+    assert world["constraintRules"] == []
+    assert "已删除" in out["message"]
+
+
+def test_tenant_rule_toggle_writes_back_to_tenant_file(rules_home):
+    world = seed_world()
+    _add(world, "tenant-a", name="全厂周末不排产", category="calendar", scope="tenant")
+    rid = all_rules(world, "tenant-a")[0]["id"]
+    apply_rule_save(world, {"op": "disable", "ruleId": rid}, "tenant-a")
+    assert all_rules(world, "tenant-a")[0]["enabled"] is False
+    assert not world.get("constraintRules")
+
+
+@pytest.mark.parametrize("payload", [
+    {"op": "add", "name": ""},
+    {"op": "add", "name": "超" * 41},
+    {"op": "add", "name": "合法内容", "category": "unknown"},
+    {"op": "add", "name": "合法内容", "scope": "site"},
+    {"op": "add", "name": "合法内容", "kind": "must"},
+    {"op": "add", "name": "合法内容", "boundConstraintId": "C99_nope"},
+    {"op": "enable"},
+    {"op": "archive", "ruleId": "R-001"},
+])
+def test_invalid_payloads_are_rejected(payload):
+    with pytest.raises(ValueError):
+        normalize_rule_payload(payload)
+
+
+def test_missing_rule_id_is_rejected_on_apply(rules_home):
+    world = seed_world()
+    with pytest.raises(ValueError):
+        apply_rule_save(world, {"op": "delete", "ruleId": "R-404"}, "t1")
+    with pytest.raises(ValueError):
+        confirmation_for_rule_save(world, {"op": "disable", "ruleId": "R-404"}, "t1")
+
+
+# ---------------- 6) 确认卡说人话 ----------------
+def test_confirmation_card_states_scope_strength_and_engine_linkage(rules_home):
+    world = seed_world()
+    title, lines = confirmation_for_rule_save(
+        world, {"op": "add", "name": "夜班不换型", "category": "process",
+                "scope": "tenant", "kind": "soft"}, "t1")
+    body = "\n".join(lines)
+    assert "夜班不换型" in title
+    assert "工艺" in body and "全厂" in body and "尽量满足" in body
+    assert "暂未接入排产引擎" in body
+    _, lines_bound = confirmation_for_rule_save(
+        world, {"op": "add", "name": "缺料挡发布", "category": "material",
+                "kind": "hard", "boundConstraintId": "C6_material_kit"}, "t1")
+    assert "物料齐套" in "\n".join(lines_bound)
+
+
+# ---------------- 7) Pi 工具目录接线 + 确认后落库 ----------------
+def test_pi_tool_catalog_exposes_constraint_rule_tools():
+    from server.agent_core import fallback_lane
+
+    catalog = {t["name"]: t for t in fallback_lane._primary_tool_catalog()}
+    assert catalog["constraint.rule.query"]["power"] == "P0"
+    assert catalog["constraint.rule.save"]["power"] == "P2"
+    schema = catalog["constraint.rule.save"]["paramsSchema"]
+    assert schema["additionalProperties"] is False
+    assert "add" in schema["properties"]["op"]["enum"]
+    assert "tenant" in schema["properties"]["scope"]["enum"]
+    assert "工艺" in catalog["constraint.rule.query"]["description"] or \
+        "规则库" in catalog["constraint.rule.query"]["description"]
+
+
+async def test_pi_intent_stages_rule_and_confirmation_writes_it(rules_home, tmp_path):
+    from server.aps_domain.workflow import execute_confirmed, handle_intent
+    from server.contracts import IntentResult
+    from server.state.store import WorldStore
+
+    store = WorldStore(path=tmp_path / "world.json")
+    reply = await handle_intent(
+        store, "s-rules",
+        IntentResult(
+            intent="constraint.rule.save",
+            params={"op": "add", "name": "夜班不安排换型", "category": "process",
+                    "scope": "project", "kind": "soft", "sourceText": "以后夜班别安排换型"},
+            confidence=1.0, source="LLM",
+        ),
+    )
+    assert reply.blocks, "P2 动作必须出确认卡"
+    block = reply.blocks[0]
+    assert block.props["power"] == "P2"
+    assert not store.data.get("constraintRules"), "确认前不得写规则库"
+
+    message = execute_confirmed(store, str(block.props["confirmId"]), True, actor="planner-1")
+    assert "R-001" in message
+    assert store.data["constraintRules"][0]["name"] == "夜班不安排换型"
+    audits = [e for e in store.data["auditEvents"]
+              if e.get("action") == "constraint.rule.save" and e.get("result") == "SUCCESS"]
+    assert audits, "批准执行必须落审计"
+
+
+async def test_pi_rule_query_lists_defaults_and_extensions(rules_home, tmp_path):
+    from server.aps_domain.workflow import handle_intent
+    from server.contracts import IntentResult
+    from server.state.store import WorldStore
+
+    world = seed_world()
+    _add(world, "platform", name="喷涂线每天最多八小时", category="capacity", scope="project")
+    store = WorldStore(path=tmp_path / "world.json")
+    store.data = world
+    reply = await handle_intent(
+        store, "s-rules",
+        IntentResult(intent="constraint.rule.query", params={}, confidence=1.0, source="LLM"),
+    )
+    assert "默认通用约束" in reply.text
+    assert "喷涂线每天最多八小时" in reply.text
+    assert "暂未接入排产引擎" in reply.text
+
+
+def test_gateway_endpoints_expose_and_apply_planner_rules(rules_home, monkeypatch):
+    from fastapi.testclient import TestClient
+
+    import server.gateway.app as gateway_module
+    from tests.auth_provider import install_test_auth
+
+    install_test_auth(monkeypatch, "tenant-rule-library")
+    client = TestClient(gateway_module.create_app())
+    assert client.post("/api/auth/login", json={"username": "planner"}).status_code == 200
+
+    lib = client.get("/api/constraints/library")
+    assert lib.status_code == 200
+    summary = lib.json()["summary"]
+    assert summary["builtinTotal"] == len(DEFAULT_CONSTRAINT_DEFS)
+    assert summary["customTotal"] == 0
+
+    staged = client.post("/api/constraints/rules/stage", json={
+        "sessionId": "s-http-rules",
+        "payload": {"op": "add", "name": "夜班不安排换型", "category": "process",
+                    "scope": "project", "kind": "soft"},
+    })
+    assert staged.status_code == 200
+    body = staged.json()
+    assert not body.get("error"), body
+    confirm_id = body["block"]["props"]["confirmId"]
+    assert client.get("/api/constraints/library").json()["summary"]["customTotal"] == 0, \
+        "暂存阶段不得写规则库"
+
+    approved = client.post("/api/actions/confirm", json={
+        "sessionId": "s-http-rules", "confirmId": confirm_id, "approve": True,
+    })
+    assert approved.status_code == 200
+    assert "R-001" in approved.json()["message"]
+    after = client.get("/api/constraints/library").json()
+    assert after["summary"]["customTotal"] == 1
+    assert after["custom"][0]["name"] == "夜班不安排换型"
+    assert after["custom"][0]["categoryLabel"] == "工艺"
diff --git a/tests/golden/test_planner_rush_natural_language.py b/tests/golden/test_planner_rush_natural_language.py
new file mode 100644
index 0000000..97f0b77
--- /dev/null
+++ b/tests/golden/test_planner_rush_natural_language.py
@@ -0,0 +1,288 @@
+# ============================================================
+# A0050101-00280 外壳 · 紧急插单计划员自然语言验收
+#
+# 目标：用计划员原话验证 Pi 只负责理解和调用，能否插单、影响哪些订单
+#       必须来自真实 RULE 引擎；采用前不得写入订单或生成排产版本。
+# ============================================================
+from __future__ import annotations
+
+import json
+from datetime import datetime, timedelta
+from pathlib import Path
+
+from server.agent_core import fallback_lane
+from server.aps_domain import workflow as wf
+from server.aps_domain.project_analyze import analyze_project_deep
+from server.contracts import IntentResult
+from server.state.seed import empty_world
+from server.timeutil import fmt_date
+
+REPO_ROOT = Path(__file__).resolve().parents[2]
+DEMO_DIR = REPO_ROOT / "demo-data" / "锐扬APS演示数据"
+PRODUCT_CODE = "A0050101-00280"
+FIXED_TODAY = datetime(2026, 9, 18)  # noqa: DTZ001 - 业务日历统一使用本地无时区时间
+
+
+class FakeStore:
+    def __init__(self, world: dict):
+        self.data = world
+        self._counters: dict[str, int] = {}
+
+    def next_id(self, kind: str) -> int:
+        self._counters[kind] = self._counters.get(kind, 0) + 1
+        return self._counters[kind]
+
+    def save(self) -> None:
+        pass
+
+
+def _primary_intent(query: str) -> IntentResult:
+    return IntentResult(
+        intent="assistant.reply",
+        params={"query": query, "_history": [], "_piPrimary": True},
+        confidence=1.0,
+        source="LLM",
+    )
+
+
+def _planner_world(monkeypatch) -> dict:
+    """加载仓库里的锐扬演示资料，并用固定时钟保证测试可复现。"""
+    monkeypatch.setattr("server.aps_domain.rush.today0", lambda: FIXED_TODAY)
+    monkeypatch.setattr("server.aps_domain.lns.today0", lambda: FIXED_TODAY)
+
+    world = empty_world()
+    counter = {"n": 0}
+
+    def next_id(_kind: str) -> int:
+        counter["n"] += 1
+        return counter["n"]
+
+    report = analyze_project_deep(
+        world,
+        input_path=str(DEMO_DIR),
+        next_id=next_id,
+        apply=True,
+    )
+    assert report["canSchedule"] is True
+    assert any(m.get("code") == PRODUCT_CODE for m in world["materials"])
+
+    # 演示包的交期是历史固定日期；测试只平移交期，保留产品、BOM、工艺和设备原样。
+    for offset, order in enumerate(world["salesOrders"]):
+        order["deliveryDate"] = fmt_date(FIXED_TODAY + timedelta(days=12 + offset))
+    world["scheduleParams"]["planningHorizonDays"] = 60
+    return world
+
+
+def _install_real_tool_runtime(monkeypatch) -> list[IntentResult]:
+    calls: list[IntentResult] = []
+
+    async def fake_run_tool(store, session_id, intent, actor="planner"):
+        calls.append(intent)
+        return await wf.handle_intent(store, session_id, intent, actor)
+
+    monkeypatch.setattr("server.agent_core.tool_runtime.run_tool_async", fake_run_tool)
+    return calls
+
+
+def _pi_runner(captured: dict, tool: str | None, params: dict, model_text: str):
+    def runner(task: str, work_dir: Path):
+        captured["task"] = task
+        if tool is None:
+            yield {
+                "type": "message_end",
+                "message": {
+                    "role": "assistant",
+                    "stopReason": "stop",
+                    "content": [{"type": "text", "text": model_text}],
+                },
+            }
+            yield {"type": "agent_end", "messages": []}
+            return
+        mailbox = work_dir.parent / "outbox" / "chat-tools"
+        mailbox.mkdir(parents=True, exist_ok=True)
+        request = mailbox / f"01-{tool.replace('.', '-')}.json"
+        request.write_text(
+            json.dumps({"seq": 1, "tool": tool, "params": params}, ensure_ascii=False),
+            encoding="utf-8",
+        )
+        yield {"type": "harness_heartbeat"}
+        result = request.with_name(request.stem + ".result.json")
+        captured["tool_result"] = json.loads(result.read_text(encoding="utf-8"))
+        yield {
+            "type": "message_end",
+            "message": {
+                "role": "assistant",
+                "stopReason": "stop",
+                "content": [{"type": "text", "text": model_text}],
+            },
+        }
+        yield {"type": "agent_end", "messages": []}
+
+    return runner
+
+
+def _assert_planner_language(text: str, summary: list[str] | None = None) -> None:
+    visible = text + "\n" + "\n".join(summary or [])
+    for term in ("P1", "P2", "DRAFT", "LNS", "evalId", "APPROVED", "isRush", "沙盒"):
+        assert term not in visible
+
+
+async def test_planner_rush_natural_language_uses_engine_and_ignores_pi_guess(
+    tmp_path, monkeypatch,
+):
+    """计划员原话进入 Pi 后，必须调用 rush.evaluate，且引擎结论覆盖模型猜测。"""
+    monkeypatch.setenv("APS_FALLBACK_DIR", str(tmp_path / "fallback"))
+    store = FakeStore(_planner_world(monkeypatch))
+    calls = _install_real_tool_runtime(monkeypatch)
+    query = (
+        "湖南工业控制有限公司追加 50 套 A0050101-00280 外壳，10月14日交货，"
+        "先评估紧急插单影响，不要直接改计划。"
+    )
+    params = {
+        "customerName": "湖南工业控制有限公司",
+        "customerLevel": "A",
+        "productCode": PRODUCT_CODE,
+        "quantity": 50,
+        "deliveryDate": "2026-10-14",
+        "priority": 1,
+        "strategy": "DELIVERY_FIRST",
+    }
+    captured: dict = {}
+
+    reply = await fallback_lane.propose_reply(
+        store,
+        "s-planner-rush",
+        _primary_intent(query),
+        runner=_pi_runner(
+            captured,
+            "rush.evaluate",
+            params,
+            "可以插单，而且不会影响任何订单，直接改计划就行。",
+        ),
+        config=fallback_lane.FallbackConfig(pi_home=str(tmp_path / "pi-home")),
+    )
+
+    assert [call.intent for call in calls] == ["rush.evaluate"]
+    assert calls[0].params["productCode"] == PRODUCT_CODE
+    assert calls[0].params["quantity"] == 50
+    assert calls[0].params["deliveryDate"] == "2026-10-14"
+    assert "必须先调用 `rush.evaluate`" in captured["task"]
+    assert reply.text.startswith("插单影响评估完成")
+    assert "直接改计划就行" not in reply.text
+    assert "现有计划没有改动" in reply.text
+    assert {block.props.get("kind") for block in reply.blocks} >= {"rush-impact"}
+
+    actual = wf._LAST_RUSH_EVAL
+    assert actual["rushOrder"]["productCode"] == PRODUCT_CODE
+    assert actual["rushOrder"]["quantity"] == 50
+    assert actual["rushOrder"]["deliveryDate"] == "2026-10-14"
+    assert actual["affectedOrderCount"] == len(actual["affectedOrders"])
+    assert actual["lns"]["status"] in {"LOCAL", "ESCALATE"}
+    _assert_planner_language(reply.text)
+    wf._LAST_RUSH_EVAL.clear()
+
+
+async def test_planner_rush_missing_quantity_asks_instead_of_guessing(tmp_path, monkeypatch):
+    """缺少数量或交期时，Pi 先追问，不拿默认值代替计划员的真实要求。"""
+    monkeypatch.setenv("APS_FALLBACK_DIR", str(tmp_path / "fallback"))
+    store = FakeStore(_planner_world(monkeypatch))
+    calls = _install_real_tool_runtime(monkeypatch)
+    captured: dict = {}
+    question = "请补充这批 A0050101-00280 外壳的交货数量和最晚交货日期，我再按真实产能评估。"
+
+    reply = await fallback_lane.propose_reply(
+        store,
+        "s-planner-rush-missing",
+        _primary_intent("客户临时要加一批 A0050101-00280 外壳，先看能不能插进去。"),
+        runner=_pi_runner(captured, None, {}, question),
+        config=fallback_lane.FallbackConfig(pi_home=str(tmp_path / "pi-home")),
+    )
+
+    assert calls == []
+    assert "交货数量" in reply.text and "最晚交货日期" in reply.text
+    assert "缺少“已有订单号，或产品编码/名称 + 数量 + 交期”时先向用户追问" in captured["task"]
+
+
+async def test_planner_rush_unknown_order_returns_engine_rejection(tmp_path, monkeypatch):
+    """订单号不存在时，Pi 不能改口说可以插，必须转达引擎的真实拒绝原因。"""
+    monkeypatch.setenv("APS_FALLBACK_DIR", str(tmp_path / "fallback"))
+    store = FakeStore(_planner_world(monkeypatch))
+    calls = _install_real_tool_runtime(monkeypatch)
+    captured: dict = {}
+
+    reply = await fallback_lane.propose_reply(
+        store,
+        "s-planner-rush-unknown",
+        _primary_intent("把 SO-NOT-EXIST 加急，10月14日交，直接告诉我能不能插。"),
+        runner=_pi_runner(
+            captured,
+            "rush.evaluate",
+            {"orderNo": "SO-NOT-EXIST"},
+            "这张单可以加急，我已经安排进去了。",
+        ),
+        config=fallback_lane.FallbackConfig(pi_home=str(tmp_path / "pi-home")),
+    )
+
+    assert [call.intent for call in calls] == ["rush.evaluate"]
+    assert reply.text == "订单 SO-NOT-EXIST 不存在"
+    assert "已经安排进去" not in reply.text
+    wf._LAST_RUSH_EVAL.clear()
+
+
+async def test_planner_rush_apply_waits_for_confirmation(tmp_path, monkeypatch):
+    """“采用刚才方案”只生成确认事项；确认前订单和排产版本都不变。"""
+    monkeypatch.setenv("APS_FALLBACK_DIR", str(tmp_path / "fallback"))
+    store = FakeStore(_planner_world(monkeypatch))
+    payload = {
+        "customerName": "湖南工业控制有限公司",
+        "customerLevel": "A",
+        "productCode": PRODUCT_CODE,
+        "quantity": 50,
+        "deliveryDate": "2026-10-14",
+        "priority": 1,
+        "strategy": "DELIVERY_FIRST",
+    }
+    await wf.handle_intent(
+        store,
+        "s-planner-rush-apply",
+        IntentResult(intent="rush.evaluate", params=payload, confidence=1.0, source="LLM"),
+        "planner",
+    )
+    before_orders = len(store.data["salesOrders"])
+    before_versions = len(store.data["scheduleVersions"])
+    calls = _install_real_tool_runtime(monkeypatch)
+    captured: dict = {}
+
+    reply = await fallback_lane.propose_reply(
+        store,
+        "s-planner-rush-apply",
+        _primary_intent("采用刚才的插单方案，但先给我确认。"),
+        runner=_pi_runner(
+            captured,
+            "rush.apply",
+            {},
+            "已经采用，订单也写好并发布了。",
+        ),
+        config=fallback_lane.FallbackConfig(pi_home=str(tmp_path / "pi-home")),
+    )
+
+    assert [call.intent for call in calls] == ["rush.apply"]
+    assert calls[0].params == {}
+    assert len(store.data["salesOrders"]) == before_orders
+    assert len(store.data["scheduleVersions"]) == before_versions
+    assert "已经写好并发布" not in reply.text
+    cards = [block for block in reply.blocks if block.type == "confirm-card"]
+    assert len(cards) == 1
+    _assert_planner_language(reply.text, cards[0].props.get("summary") or [])
+
+    message = wf.execute_confirmed(
+        store,
+        str(cards[0].props["confirmId"]),
+        approve=True,
+        actor="planner",
+    )
+    assert len(store.data["salesOrders"]) == before_orders + 1
+    assert len(store.data["scheduleVersions"]) == before_versions + 1
+    assert store.data["scheduleVersions"][-1]["status"] == "DRAFT"
+    _assert_planner_language(message)
+    wf._LAST_RUSH_EVAL.clear()
diff --git a/tests/golden/test_rush_lns.py b/tests/golden/test_rush_lns.py
index 314f4fa..2bee751 100644
--- a/tests/golden/test_rush_lns.py
+++ b/tests/golden/test_rush_lns.py
@@ -52,7 +52,7 @@ def _scheduled_world():
 
 def _small_rush_payload():
     return {
-        "customerName": "LNS客户",
+        "customerName": "华东装备客户",
         "customerLevel": "VIP",
         "productId": 1,
         "quantity": 100,
@@ -104,7 +104,7 @@ def test_lns_escalate_when_move_count_exceeds_threshold():
     """超过影响阈值：受影响订单数 / 扰动率超限 → 升级全量重排信号。"""
     world = _scheduled_world()
     payload = {
-        "customerName": "LNS客户",
+        "customerName": "华东装备客户",
         "customerLevel": "VIP",
         "productId": 1,
         "quantity": 200,
@@ -126,7 +126,7 @@ def test_lns_escalate_when_duration_exceeds_window():
     """急单工时超过窗口宽度 → 窗口内不可行，升级全量重排。"""
     world = _scheduled_world()
     lns = lns_local_repair(world, {
-        "customerName": "LNS客户",
+        "customerName": "华东装备客户",
         "customerLevel": "VIP",
         "productId": 1,
         "quantity": 5000,
@@ -204,7 +204,7 @@ def test_lns_existing_order_apply_moves_po_to_plan_slot():
     assert lns["plan"]["rushOrder"]["isNew"] is False
 
     baseline_versions = len(world["scheduleVersions"])
-    applied = apply_lns_local(world, _next_id_factory(world), {
+    apply_lns_local(world, _next_id_factory(world), {
         "payload": lns["payload"],
         "lns": lns,
         "strategy": lns["strategy"],
@@ -222,7 +222,7 @@ def test_lns_escalation_falls_back_to_full_reschedule_compat():
     """升级场景 → 复用 apply_rush 全量重排（走 P2 确认后执行），生成 DRAFT 版本。"""
     world = _scheduled_world()
     lns = lns_local_repair(world, {
-        "customerName": "LNS客户",
+        "customerName": "华东装备客户",
         "customerLevel": "VIP",
         "productId": 1,
         "quantity": 5000,
@@ -292,12 +292,16 @@ def _run(intent_name, store, params):
 
 
 def test_workflow_rush_evaluate_attaches_lns_block():
-    """rush.evaluate 接线：回复附带 LNS 摘要与 lns-repair 块。"""
+    """rush.evaluate 接线：回复附带计划员可读的插单安排摘要与结果块。"""
     wf._LAST_RUSH_EVAL.clear()
     store = FakeStore()
     get_engine("RULE").solve(store.data, _engine_params(store.data, "DELIVERY_FIRST"), store.next_id)
     reply = _run("rush.evaluate", store, _small_rush_payload())
-    assert "LNS" in reply.text
+    assert "插单安排评估完成" in reply.text
+    assert "本次只做试算，现有计划没有改动" in reply.text
+    assert "LNS" not in reply.text
+    assert "沙盒" not in reply.text
+    assert "DRAFT" not in reply.text
     kinds = [b.props.get("kind") for b in reply.blocks]
     assert "rush-impact" in kinds
     assert "lns-repair" in kinds
@@ -317,11 +321,15 @@ def test_workflow_rush_apply_local_routes_to_lns_draft():
     confirm_blocks = [b for b in staged.blocks if b.type == "confirm-card"]
     assert confirm_blocks, "rush.apply 必须出 P2 确认卡"
     confirm_id = confirm_blocks[0].props["confirmId"]
-    assert any("LNS" in line for line in (confirm_blocks[0].props.get("summary") or []))
+    assert any("局部调整" in line for line in (confirm_blocks[0].props.get("summary") or []))
+    assert not any("LNS" in line or "DRAFT" in line or "P2" in line
+                   for line in (confirm_blocks[0].props.get("summary") or []))
 
     baseline_versions = len(store.data["scheduleVersions"])
     msg = wf.execute_confirmed(store, confirm_id, approve=True, actor="tester")
-    assert "LNS 局部插单已采用" in msg
+    assert "插单方案已采用" in msg
+    assert "LNS" not in msg
+    assert "DRAFT" not in msg
     assert len(store.data["scheduleVersions"]) == baseline_versions + 1
     assert store.data["scheduleVersions"][-1]["triggerType"] == "LNS_RUSH"
     assert store.data["scheduleVersions"][-1]["status"] == "DRAFT"
diff --git a/tests/golden/test_sop_rules.py b/tests/golden/test_sop_rules.py
index e2f4d2a..af0dc62 100644
--- a/tests/golden/test_sop_rules.py
+++ b/tests/golden/test_sop_rules.py
@@ -10,6 +10,8 @@ from server.aps_domain.sop_rules import (
     compile_sop_by_asset,
     compile_sop_by_query,
     compile_sop_asset,
+    confirmation_for_sop_apply,
+    sop_as_block,
 )
 from server.knowledge import get_knowledge
 from server.state.seed import seed_world
@@ -26,6 +28,19 @@ def test_compile_changeover_sop():
     cross = next(e for e in pack["effects"] if e["op"] == "changeover.policy")
     assert cross["defaultCrossFamilyMin"] == 60
     assert cross.get("noChangeoverAfter") == "16:00"
+    assert "换型" in pack["plannerSummary"]
+    assert "C10_changeover" not in pack["plannerSummary"]
+    assert "soft" not in pack["plannerSummary"]
+    title, lines = confirmation_for_sop_apply(pack)
+    confirmation_text = "\n".join(lines)
+    assert "应用作业标准" in title
+    assert "C10_changeover" not in confirmation_text
+    assert "changeover.policy" not in confirmation_text
+    assert "P2" not in confirmation_text
+    markdown = sop_as_block(pack).props["markdown"]
+    assert "作业标准规则" in sop_as_block(pack).props["title"]
+    assert "changeover.policy" not in markdown
+    assert "C13_sop" not in markdown
 
 
 def test_compile_by_asset_and_apply():
@@ -54,6 +69,8 @@ def test_compile_kit_sop():
     assert compiled["ok"]
     ids = [e.get("id") for e in compiled["pack"]["effects"] if e.get("op") == "constraint.set"]
     assert "C6_material_kit" in ids
+    assert "物料不齐套" in compiled["pack"]["plannerSummary"]
+    assert "C6_material_kit" not in compiled["pack"]["plannerSummary"]
 
 
 def test_query_shell_requires_explicit_asset_id():
diff --git a/tests/golden/test_workflow_pi_contract.py b/tests/golden/test_workflow_pi_contract.py
index 63f849c..c1d5d40 100644
--- a/tests/golden/test_workflow_pi_contract.py
+++ b/tests/golden/test_workflow_pi_contract.py
@@ -122,7 +122,7 @@ def test_sop_compile_requires_explicit_selection(tmp_path: Path):
         ),
     )
 
-    assert "结构化参数" in reply.text
+    assert "请先选择要查看的作业标准" in reply.text
     assert not any(block.type == "confirm-card" for block in reply.blocks)