From 991cb6768c7bfb9dfeb4efffb226eeca372744cb Mon Sep 17 00:00:00 2001
From: intfoo <cnahyz@foxmail.com>
Date: Fri, 16 Oct 2026 14:06:37 +0800
Subject: [PATCH] =?UTF-8?q?feat(strategy):=20=E7=AD=96=E7=95=A5=E5=8F=82?=
 =?UTF-8?q?=E6=95=B0=20UI=20=E5=85=83=E6=95=B0=E6=8D=AE=EF=BC=88=E7=BA=A7?=
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* feat(strategy): 策略参数 UI 元数据（级联显隐 / 分组 / 预设批量应用）

META["params"] 的 dict 项本就由后端 _normalize_param_item 原样透传额外
key，三个可选 UI 元数据字段零后端改动即可生效，未声明的参数行为不变：

- visible_if: 级联显隐，支持 {param,in} 单条件与 all/any 递归组合；
  隐藏仅是显示层过滤，参数值仍按当前值随请求提交（策略语义不受影响）
- group: 相同组名的相邻参数在参数面板归并为一节（带节标题）
- option_applies: select 选中某选项时批量应用一组参数值（如标的池预设）

实现：
- 新增 lib/strategyParams.ts（递归条件求值 + 分组归并，含 vitest 单测）
- 回测页参数面板：分节渲染 + 级联联动 + 命名组内横排布局
- 策略设置弹窗：同样分节 + 级联 + 预设应用
- paramSweep：级联隐藏参数不参与扫描（按持久化默认值判定显隐）
- strategy-guide 双文档补元数据说明

* fix(strategy): 精简指南移除 UI 元数据注释行 — 修复 5000 字符上限测试

* fix(frontend): 参数扫描面板短标签加组名前缀 — paramDisplayLabel

分组内短标签(「止盈」「入池」)脱离分组上下文后不可区分: 扫描面板是
平铺列表, 同名参数挤在一起无法辨认, 级联隐藏提示行同样不可读。
新增 paramDisplayLabel (组名 · 标签), 用于扫描行与隐藏提示;
参数面板本身有组标题不受影响。
---
 .../app/strategy/prompts/strategy-guide.md    |   8 ++
 .../screener/StrategySettingsDialog.tsx       |  30 ++++-
 frontend/src/lib/api.ts                       |  15 +++
 frontend/src/lib/strategyParams.test.ts       | 105 ++++++++++++++++++
 frontend/src/lib/strategyParams.ts            |  68 ++++++++++++
 .../src/pages/backtest/StrategyBacktest.tsx   |  46 ++++++--
 .../src/pages/backtest/StrategyOptimizer.tsx  |   2 +-
 .../pages/backtest/StrategyWalkForward.tsx    |   2 +-
 .../pages/backtest/components/paramSweep.tsx  |  27 ++++-
 9 files changed, 283 insertions(+), 20 deletions(-)
 create mode 100644 frontend/src/lib/strategyParams.test.ts
 create mode 100644 frontend/src/lib/strategyParams.ts

diff --git a/backend/app/strategy/prompts/strategy-guide.md b/backend/app/strategy/prompts/strategy-guide.md
index 74d377d7..acbcc7d9 100644
--- a/backend/app/strategy/prompts/strategy-guide.md
+++ b/backend/app/strategy/prompts/strategy-guide.md
@@ -37,6 +37,14 @@ META = {
     # 策略参数 (只把用户可能调节的阈值放这里，公式常数不必参数化)
     # type 支持: float / int / bool / select(带 options) / date(格式 "YYYY-MM-DD") / string(自由文本)
     # float/int 可带 min/max/step；select 带 options: [{label, value}]；date/string 的 default 是字符串
+    #
+    # 可选 UI 元数据 (只影响参数面板展示, 不影响策略语义; 后端原样透传):
+    #   "group": "组名"                    — 相同组名的相邻参数归并为一节显示
+    #   "visible_if": {...}                — 级联显隐: {"param": "pid", "in": [值...]} 单条件,
+    #                                        或 {"all": [...]} / {"any": [...]} 递归组合;
+    #                                        in 值类型应与目标参数一致 (bool 用 True/False 而非字符串);
+    #                                        隐藏只是不渲染, 参数值仍按当前值随请求提交
+    #   "option_applies": {选项: {pid: 值}} — select 选中某选项时批量应用一组参数值 (如预设)
     "params": [
     ],
 
diff --git a/frontend/src/components/screener/StrategySettingsDialog.tsx b/frontend/src/components/screener/StrategySettingsDialog.tsx
index 23e19114..52a55bbc 100644
--- a/frontend/src/components/screener/StrategySettingsDialog.tsx
+++ b/frontend/src/components/screener/StrategySettingsDialog.tsx
@@ -5,6 +5,8 @@ import { X, Settings2, RotateCcw, Save, Filter, Star, TrendingUp, Sparkles, Down
 import { api, type StrategyDetail, type StrategyParamDef, type CompositeChildInfo, type ScoringDirection, type CustomSignalCondition } from '@/lib/api'
 import { QK } from '@/lib/queryKeys'
 import { toPercentages, normalizeWeights } from '@/lib/weights'
+import { groupParams, visibleParams } from '@/lib/strategyParams'
+import { toast } from '@/components/Toast'
 import { BUILTIN_COLUMNS } from '@/lib/watchlist-columns'
 import { color } from '@/lib/colors'
 import { SignalPicker } from './SignalPicker'
@@ -167,10 +169,12 @@ function RiskPctField({ label, value, onChange, min, max, step = 0.5, unit = '%'
 
 // 策略参数字段
 // memo: 单参数修改只重渲本行 (父组件需传稳定回调, 否则 memo 失效)
-const ParamField = memo(function ParamField({ def, value, onChange }: {
+const ParamField = memo(function ParamField({ def, value, onChange, onApplyValues }: {
   def: StrategyParamDef
   value: any
   onChange: (pid: string, v: any) => void
+  /** select 带 option_applies 时, 选中某选项需批量应用一组参数值 (如标的池预设) */
+  onApplyValues?: (values: Record<string, any>) => void
 }) {
   if (def.type === 'bool') {
     const checked = value === true || value === 'true' || value === 'True'
@@ -199,7 +203,15 @@ const ParamField = memo(function ParamField({ def, value, onChange }: {
         <span className={PARAM_LABEL_CLS} title={def.label}>{def.label}</span>
         <select
           value={value ?? def.default}
-          onChange={e => onChange(def.id, e.target.value)}
+          onChange={e => {
+            const v = e.target.value
+            const applies = def.option_applies?.[v]
+            if (applies && onApplyValues) {
+              onApplyValues({ [def.id]: v, ...applies })
+              // 预设会覆盖其他参数的当前值, 显式提示避免静默改动
+              toast(`已应用预设「${v}」，覆盖 ${Object.keys(applies).length} 个参数`, 'success')
+            } else onChange(def.id, v)
+          }}
           className={`${FIELD_INPUT_CLS} w-full max-w-[240px] px-1.5`}
         >
           {def.options.map(o => <option key={o} value={o}>{o}</option>)}
@@ -221,6 +233,7 @@ const ParamField = memo(function ParamField({ def, value, onChange }: {
     )
   }
 
+
   return (
     <div className="flex items-center gap-2">
       <span className={PARAM_LABEL_CLS} title={def.label}>{def.label}</span>
@@ -709,8 +722,17 @@ export function StrategySettingsDialog({ strategyId, onClose, onSaved, onAiModif
                           extra={detail.params.length > 0 ? <span className="text-[10px] text-muted/60">{detail.params.length} 项</span> : undefined}
                         >
                           {detail.params.length > 0 ? (
-                            <div className="space-y-2">
-                              {detail.params.map(p => <ParamField key={p.id} def={p} value={params[p.id]} onChange={handleParamChange} />)}
+                            <div className="space-y-2.5">
+                              {groupParams(visibleParams(detail.params, params)).map((g, gi) => (
+                                <div key={g.name ?? `ug${gi}`}>
+                                  {g.name && (
+                                    <div className="mb-1 border-b border-border/20 pb-0.5 text-[10px] font-medium text-muted/70">{g.name}</div>
+                                  )}
+                                  <div className="space-y-1.5">
+                                    {g.items.map(p => <ParamField key={p.id} def={p} value={params[p.id]} onChange={handleParamChange} onApplyValues={values => setParams(prev => ({ ...prev, ...values }))} />)}
+                                  </div>
+                                </div>
+                              ))}
                             </div>
                           ) : (
                             <div className="py-4 text-center text-xs text-muted/60">该策略无可调参数</div>
diff --git a/frontend/src/lib/api.ts b/frontend/src/lib/api.ts
index 2d72337f..fcf4b7c0 100644
--- a/frontend/src/lib/api.ts
+++ b/frontend/src/lib/api.ts
@@ -792,6 +792,15 @@ export interface AuctionBenchmarkPayload {
 }
 
 // ===== Strategy Engine =====
+/** 参数级联显隐条件 (UI 元数据, 后端原样透传)。三种形态可递归组合:
+ *  { param, in } — values[param] ∈ in;  { all: [...] } — 全部成立;  { any: [...] } — 任一成立 */
+export interface ParamVisibleIf {
+  param?: string
+  in?: (string | number | boolean)[]
+  all?: ParamVisibleIf[]
+  any?: ParamVisibleIf[]
+}
+
 export interface StrategyParamDef {
   id: string
   label: string
@@ -801,6 +810,12 @@ export interface StrategyParamDef {
   max?: number
   step?: number
   options?: string[]
+  /** UI 元数据: 分组节标题 (相同组名的相邻参数归并) */
+  group?: string
+  /** UI 元数据: 级联显隐 — 条件成立时显示 (见 ParamVisibleIf) */
+  visible_if?: ParamVisibleIf
+  /** UI 元数据: select 各选项被选中时批量应用的参数值 (如标的池预设 → 开关+默认值) */
+  option_applies?: Record<string, Record<string, string | number | boolean>>
 }
 
 export interface CompositeChildInfo {
diff --git a/frontend/src/lib/strategyParams.test.ts b/frontend/src/lib/strategyParams.test.ts
new file mode 100644
index 00000000..3d5cf9ff
--- /dev/null
+++ b/frontend/src/lib/strategyParams.test.ts
@@ -0,0 +1,105 @@
+import { describe, expect, it } from 'vitest'
+import type { StrategyParamDef } from '@/lib/api'
+import { groupParams, isParamVisible, paramDisplayLabel, visibleParams } from '@/lib/strategyParams'
+
+const p = (id: string, extra: Partial<StrategyParamDef> = {}): StrategyParamDef => ({
+  id,
+  label: id,
+  type: 'float',
+  default: 0,
+  ...extra,
+})
+
+describe('isParamVisible', () => {
+  it('无 visible_if 恒显示', () => {
+    expect(isParamVisible(p('a'), {})).toBe(true)
+  })
+
+  it('单条件: values 命中/未命中/缺省回落 default', () => {
+    const def = p('use_x', { visible_if: { param: 'pool', in: ['custom'] } })
+    const pool = p('pool', { type: 'select', default: 'classic4' })
+    expect(isParamVisible(def, { pool: 'custom' }, [pool, def])).toBe(true)
+    expect(isParamVisible(def, { pool: 'classic4' }, [pool, def])).toBe(false)
+    // values 缺省 → 按 pool 的 default('classic4') 判定 → 隐藏
+    expect(isParamVisible(def, {}, [pool, def])).toBe(false)
+  })
+
+  it('边界: 空 all 为空真、空 any 为 false', () => {
+    expect(isParamVisible(p('a', { visible_if: { all: [] } }), {})).toBe(true)
+    expect(isParamVisible(p('a', { visible_if: { any: [] } }), {})).toBe(false)
+  })
+
+  it('边界: 引用不存在的 param → 隐藏（不报错）', () => {
+    const def = p('a', { visible_if: { param: 'nonexistent', in: [1] } })
+    expect(isParamVisible(def, {})).toBe(false)
+  })
+
+  it('bool 容错: in 值误写字符串 "true"/"True" 也能匹配布尔值', () => {
+    const def = p('use_x', { type: 'bool', default: true, visible_if: { param: 'use_x', in: ['true'] } })
+    expect(isParamVisible(def, { use_x: true }, [def])).toBe(true)
+    expect(isParamVisible(def, { use_x: false }, [def])).toBe(false)
+    const def2 = p('use_x', { type: 'bool', default: true, visible_if: { param: 'use_x', in: ['True'] } })
+    expect(isParamVisible(def2, { use_x: true }, [def2])).toBe(true)
+  })
+
+  it('递归: all / any 组合（标的池联动场景）', () => {
+    // 显示条件 = pool ∈ presets OR (pool=custom AND use_gold)
+    const def = p('tp_gold', {
+      visible_if: {
+        any: [
+          { param: 'pool', in: ['classic4', 'no_hs300'] },
+          { all: [{ param: 'pool', in: ['custom'] }, { param: 'use_gold', in: [true] }] },
+        ],
+      },
+    })
+    const useGold = p('use_gold', { type: 'bool', default: true })
+    const all = [def, useGold]
+    // 预设模式: 不看勾选状态
+    expect(isParamVisible(def, { pool: 'classic4', use_gold: false }, all)).toBe(true)
+    // custom 勾选 → 显示; 取消勾选 → 隐藏
+    expect(isParamVisible(def, { pool: 'custom', use_gold: true }, all)).toBe(true)
+    expect(isParamVisible(def, { pool: 'custom', use_gold: false }, all)).toBe(false)
+  })
+})
+
+describe('visibleParams / groupParams', () => {
+  it('过滤隐藏参数并按组归并（保序）', () => {
+    const params = [
+      p('pool', { type: 'select', default: 'classic4', group: '标的池' }),
+      p('use_x', { type: 'bool', default: true, group: '标的池', visible_if: { param: 'pool', in: ['custom'] } }),
+      p('m_days', { group: '动量' }),
+      p('tp_x', { group: '止盈' }),
+      p('lock_x', { group: '止盈' }),
+    ]
+    const visible = visibleParams(params, { pool: 'classic4' })
+    expect(visible.map(x => x.id)).toEqual(['pool', 'm_days', 'tp_x', 'lock_x'])
+    const groups = groupParams(visible)
+    expect(groups.map(g => [g.name, g.items.length])).toEqual([
+      ['标的池', 1],
+      ['动量', 1],
+      ['止盈', 2],
+    ])
+  })
+
+  it('非相邻同组名不归并（保序分节）', () => {
+    const groups = groupParams([
+      p('a', { group: 'X' }),
+      p('b', { group: 'Y' }),
+      p('c', { group: 'X' }),
+    ])
+    expect(groups.map(g => [g.name, g.items.length])).toEqual([
+      ['X', 1],
+      ['Y', 1],
+      ['X', 1],
+    ])
+  })
+})
+
+describe('paramDisplayLabel', () => {
+  it('有组名加「组名 · 标签」前缀（平铺列表可区分），无组名原样', () => {
+    expect(paramDisplayLabel(p('tp_gold', { label: '止盈', group: '黄金 159934.SZ' })))
+      .toBe('黄金 159934.SZ · 止盈')
+    expect(paramDisplayLabel(p('m_days', { label: '动量窗口(交易日)' })))
+      .toBe('动量窗口(交易日)')
+  })
+})
diff --git a/frontend/src/lib/strategyParams.ts b/frontend/src/lib/strategyParams.ts
new file mode 100644
index 00000000..31b94e68
--- /dev/null
+++ b/frontend/src/lib/strategyParams.ts
@@ -0,0 +1,68 @@
+import type { ParamVisibleIf, StrategyParamDef } from '@/lib/api'
+
+/**
+ * 策略参数级联显隐与分组（META 里的 visible_if/group 为 UI 元数据，后端原样透传）。
+ *
+ * - visible_if 支持递归条件: { param, in } 单条件 / { all: [...] } 与 / { any: [...] } 或；
+ *   values 缺省时回落该参数的 default（未触碰过的控件按默认值判定）。
+ * - group: 相同组名的相邻声明归并为一节；无 group 的参数归入无名节（不显示节标题）。
+ */
+function evalVisibleIf(
+  cond: ParamVisibleIf,
+  values: Record<string, any>,
+  allParams?: StrategyParamDef[],
+): boolean {
+  // 空集合语义: all:[] 按空真(vacuous true)处理; any:[] 无候选可成立 → false
+  if (cond.all !== undefined) return cond.all.every(c => evalVisibleIf(c, values, allParams))
+  if (cond.any !== undefined) return cond.any.length > 0 && cond.any.some(c => evalVisibleIf(c, values, allParams))
+  if (cond.param) {
+    const actual = values[cond.param] ?? allParams?.find(x => x.id === cond.param)?.default
+    const expected = cond.in ?? []
+    if (typeof actual === 'boolean') {
+      // 容错: META 里 bool 条件的 in 值误写字符串 "true"/"false" 也能匹配
+      return expected.some(e => e === actual || String(e).toLowerCase() === String(actual))
+    }
+    return expected.includes(actual)
+  }
+  return true
+}
+
+export function isParamVisible(
+  p: StrategyParamDef,
+  values: Record<string, any>,
+  allParams?: StrategyParamDef[],
+): boolean {
+  if (!p.visible_if) return true
+  return evalVisibleIf(p.visible_if, values, allParams)
+}
+
+export function visibleParams(
+  params: StrategyParamDef[],
+  values: Record<string, any>,
+): StrategyParamDef[] {
+  return params.filter(p => isParamVisible(p, values, params))
+}
+
+export interface ParamGroup {
+  name: string | null
+  items: StrategyParamDef[]
+}
+
+/**
+ * 带分组前缀的展示标签。分组内短标签（如「止盈」「入池」）脱离分组上下文后
+ * 不可区分（扫描面板是平铺列表），限定为「组名 · 标签」。
+ */
+export function paramDisplayLabel(p: StrategyParamDef): string {
+  return p.group ? `${p.group} · ${p.label}` : p.label
+}
+
+export function groupParams(params: StrategyParamDef[]): ParamGroup[] {
+  const groups: ParamGroup[] = []
+  for (const p of params) {
+    const name = p.group ?? null
+    const last = groups[groups.length - 1]
+    if (last && last.name === name) last.items.push(p)
+    else groups.push({ name, items: [p] })
+  }
+  return groups
+}
diff --git a/frontend/src/pages/backtest/StrategyBacktest.tsx b/frontend/src/pages/backtest/StrategyBacktest.tsx
index 5f5b3927..370a31c2 100644
--- a/frontend/src/pages/backtest/StrategyBacktest.tsx
+++ b/frontend/src/pages/backtest/StrategyBacktest.tsx
@@ -15,6 +15,7 @@ import {
   REGIME_STATE_COLORS,
 } from '@/lib/api'
 import { QK } from '@/lib/queryKeys'
+import { groupParams, visibleParams } from '@/lib/strategyParams'
 import { storage } from '@/lib/storage'
 import { fmtPct, fmtPrice, priceColorClass } from '@/lib/format'
 import { boardTag } from '@/lib/board'
@@ -718,10 +719,12 @@ function ConfigSection({ title, hint, actions, children }: { title: string; hint
 
 
 // memo: 单参数修改只重渲本行 (父组件需传稳定回调, 否则 memo 失效)
-const StrategyParamInput = memo(function StrategyParamInput({ param, value, onChange }: {
+const StrategyParamInput = memo(function StrategyParamInput({ param, value, onChange, onApplyValues }: {
   param: StrategyParamDef
   value: any
   onChange: (pid: string, value: any) => void
+  /** select 带 option_applies 时, 选中某选项需批量应用一组参数值 (如标的池预设) */
+  onApplyValues?: (values: Record<string, any>) => void
 }) {
   if (param.type === 'bool') {
     const checked = value === true || value === 'true' || value === 'True' || value === true
@@ -747,7 +750,19 @@ const StrategyParamInput = memo(function StrategyParamInput({ param, value, onCh
     return (
       <label className="block">
         <span className="mb-1 block text-[11px] text-secondary">{param.label}</span>
-        <select value={value ?? param.default} onChange={e => onChange(param.id, e.target.value)} className={INPUT_CLS}>
+        <select
+          value={value ?? param.default}
+          onChange={e => {
+            const v = e.target.value
+            const applies = param.option_applies?.[v]
+            if (applies && onApplyValues) {
+              onApplyValues({ [param.id]: v, ...applies })
+              // 预设会覆盖其他参数的当前值, 显式提示避免静默改动
+              toast(`已应用预设「${v}」，覆盖 ${Object.keys(applies).length} 个参数`, 'success')
+            } else onChange(param.id, v)
+          }}
+          className={INPUT_CLS}
+        >
           {(param.options ?? []).map(opt => <option key={opt} value={opt}>{opt}</option>)}
         </select>
       </label>
@@ -2935,14 +2950,25 @@ export function StrategyBacktest({ loadCandidate, onLoadConsumed }: {
                   actions={detail.params.length > 0 ? <span className="text-[10px] text-muted">{detail.params.length} 项</span> : undefined}
                 >
                   {detail.params.length > 0 ? (
-                    <div className="grid grid-cols-1 gap-3 sm:grid-cols-2">
-                      {detail.params.map(param => (
-                        <StrategyParamInput
-                          key={param.id}
-                          param={param}
-                          value={strategyParams[param.id]}
-                          onChange={handleStrategyParamChange}
-                        />
+                    <div className="space-y-4">
+                      {groupParams(visibleParams(detail.params, strategyParams)).map((g, gi) => (
+                        <div key={g.name ?? `ug${gi}`}>
+                          {g.name && (
+                            <div className="mb-2 border-b border-border/40 pb-1 text-[11px] font-medium text-muted">{g.name}</div>
+                          )}
+                          {/* 命名组横排（如「入池开关 + 止盈 + 锁定」同组一行）；无名组回退网格 */}
+                          <div className={g.name ? 'flex flex-wrap items-end gap-x-4 gap-y-3' : 'grid grid-cols-1 gap-3 sm:grid-cols-2'}>
+                            {g.items.map(param => (
+                              <StrategyParamInput
+                                key={param.id}
+                                param={param}
+                                value={strategyParams[param.id]}
+                                onChange={handleStrategyParamChange}
+                                onApplyValues={values => setStrategyParams(prev => ({ ...prev, ...values }))}
+                              />
+                            ))}
+                          </div>
+                        </div>
                       ))}
                     </div>
                   ) : (
diff --git a/frontend/src/pages/backtest/StrategyOptimizer.tsx b/frontend/src/pages/backtest/StrategyOptimizer.tsx
index d89dc1da..8212fdcd 100644
--- a/frontend/src/pages/backtest/StrategyOptimizer.tsx
+++ b/frontend/src/pages/backtest/StrategyOptimizer.tsx
@@ -105,7 +105,7 @@ export function StrategyOptimizer() {
           </select>
         </div>
 
-        <SweepParamList params={sweep.params} sweeps={sweep.sweeps} updateSweep={sweep.updateSweep} />
+        <SweepParamList params={sweep.params} sweeps={sweep.sweeps} updateSweep={sweep.updateSweep} hiddenLabels={sweep.hiddenParamLabels} />
         <CombosHint show={!!sweep.strategyId} combos={sweep.combos} gridError={sweep.gridError} />
 
         {task?.isPending ? (
diff --git a/frontend/src/pages/backtest/StrategyWalkForward.tsx b/frontend/src/pages/backtest/StrategyWalkForward.tsx
index e6dde95c..a54b5c35 100644
--- a/frontend/src/pages/backtest/StrategyWalkForward.tsx
+++ b/frontend/src/pages/backtest/StrategyWalkForward.tsx
@@ -176,7 +176,7 @@ export function StrategyWalkForward() {
           </select>
         </div>
 
-        <SweepParamList params={sweep.params} sweeps={sweep.sweeps} updateSweep={sweep.updateSweep} />
+        <SweepParamList params={sweep.params} sweeps={sweep.sweeps} updateSweep={sweep.updateSweep} hiddenLabels={sweep.hiddenParamLabels} />
         <CombosHint show={!!sweep.strategyId} combos={sweep.combos} gridError={sweep.gridError} />
         <div className="text-[11px] text-secondary">每折跑 {sweep.combos || 0} 组优化 × N 折，耗时较长</div>
 
diff --git a/frontend/src/pages/backtest/components/paramSweep.tsx b/frontend/src/pages/backtest/components/paramSweep.tsx
index f2c939d9..c2e3a736 100644
--- a/frontend/src/pages/backtest/components/paramSweep.tsx
+++ b/frontend/src/pages/backtest/components/paramSweep.tsx
@@ -1,5 +1,6 @@
 import { useMemo, useState } from 'react'
 import type { StrategyDetail, StrategyParamDef } from '@/lib/api'
+import { paramDisplayLabel, visibleParams } from '@/lib/strategyParams'
 
 /** 参数扫描配置的共享逻辑与 UI — 优化器与 walk-forward 复用。 */
 
@@ -69,7 +70,11 @@ export function useParamSweep(strategies: StrategyDetail[], onStrategyChange?: (
   const [sweeps, setSweeps] = useState<Record<string, Sweep>>({})
 
   const selected = strategies.find(s => s.id === strategyId)
-  const params = selected?.params ?? []
+  // 级联隐藏参数不参与扫描: 扫描面板未扫描参数固定为默认值, 按默认值判定显隐
+  const params = useMemo(
+    () => visibleParams(selected?.params ?? [], selected?.params_defaults ?? {}),
+    [selected],
+  )
 
   const selectStrategy = (id: string) => {
     setStrategyId(id)
@@ -112,7 +117,14 @@ export function useParamSweep(strategies: StrategyDetail[], onStrategyChange?: (
     return grid
   }
 
-  return { strategyId, selected, selectStrategy, params, sweeps, updateSweep, combos, gridError, buildGrid }
+  // 因级联规则 (visible_if) 在默认配置下隐藏、不参与扫描的参数, 供 UI 提示
+  // (paramDisplayLabel: 平铺列表无组上下文, 短标签需带组名才可区分)
+  const hiddenParamLabels = useMemo(
+    () => (selected?.params ?? []).filter(p => !params.includes(p)).map(p => paramDisplayLabel(p)),
+    [selected, params],
+  )
+
+  return { strategyId, selected, selectStrategy, params, sweeps, updateSweep, combos, gridError, buildGrid, hiddenParamLabels }
 }
 
 /** 策略选择器。 */
@@ -130,15 +142,22 @@ export function StrategySelect({ strategies, value, onChange }: {
 }
 
 /** 可扫参数列表 (勾选 + min/max/step)。 */
-export function SweepParamList({ params, sweeps, updateSweep }: {
+export function SweepParamList({ params, sweeps, updateSweep, hiddenLabels = [] }: {
   params: StrategyParamDef[]
   sweeps: Record<string, Sweep>
   updateSweep: (pid: string, patch: Partial<Sweep>) => void
+  /** 因级联规则 (visible_if) 在默认配置下隐藏的参数标签, 仅作提示 */
+  hiddenLabels?: string[]
 }) {
   if (!params.length) return null
   return (
     <div>
       <div className="mb-1.5 text-xs font-medium text-secondary">扫描参数 (勾选后设范围)</div>
+      {hiddenLabels.length > 0 && (
+        <div className="mb-1.5 text-[11px] text-muted">
+          {hiddenLabels.length} 个参数因级联规则在默认配置下隐藏，不参与扫描：{hiddenLabels.join('、')}
+        </div>
+      )}
       <div className="space-y-2">
         {params.map(p => {
           const s = sweeps[p.id] ?? defaultSweep(p)
@@ -159,7 +178,7 @@ export function SweepParamList({ params, sweeps, updateSweep }: {
             <div key={p.id} className="rounded-input border border-border/60 p-2">
               <label className="flex items-center gap-2 text-xs">
                 <input type="checkbox" checked={s.enabled} onChange={e => updateSweep(p.id, { enabled: e.target.checked })} />
-                <span className="font-medium text-foreground">{p.label}</span>
+                <span className="font-medium text-foreground">{paramDisplayLabel(p)}</span>
                 <span className="text-secondary">({p.type})</span>
               </label>
               {s.enabled && numeric && (