fire-planner: What-If gains the chart-first scenario editor

The Plan-tab editors (interactive Gantt for life events, flex spending
rules) are now available in What-If too — with local state instead of
DB persistence so users can tweak before committing to a scenario.

Architecture refactor:

- EventGantt is now a controlled component. The `scenarioId` prop +
  internal useMutation/useQueryClient hooks went away; the component
  takes a `persister: { create, patch, delete }` prop and delegates
  every mutation through it. Plan tab wires it to lifeEventsApi +
  cache invalidation; What-If wires it to React local state with
  negative ids for new events.
- FlexRulesEditor is similarly controlled. Takes `rules + onChange`
  instead of a `scenario` object. Plan tab wraps it with the PATCH
  /scenarios/:id mutation; What-If wraps it with setFlexRules.

Backend:

- New stateless POST /scenarios/spending-profile-preview endpoint
  takes base_spending_gbp + horizon + life_events + flex_rules in the
  body and returns the same SpendingProfileResponse shape as the
  read-only /scenarios/{id}/spending-profile endpoint. Used by
  What-If to render the stacked-area chart against unsaved events.
- SpendingProfileResponse.scenario_id loosened to int | None to
  support the preview variant.

Frontend:

- What-If page gains `events` + `flexRules` local state, an
  EventGantt + FlexRulesEditor wired through them, and a Visx
  spending-profile chart fed by /spending-profile-preview.
- Sim auto-refresh: a 600ms debounced effect re-fires /simulate
  whenever the form / events / flex rules change. Manual "Run
  simulation" button stays as an immediate trigger.
- "Save as scenario" still works — preserves the scenario params but
  not yet the life events / flex rules (a Wave-3 follow-up could
  POST them after the scenario is created).

247 pytest pass; mypy + ruff + frontend typecheck/test/build all clean.

fire_planner/api/schemas.py

@@ -427,11 +427,26 @@ class SpendingProfilePoint(BaseModel):
 
 
 class SpendingProfileResponse(BaseModel):
-    scenario_id: int
+    scenario_id: int | None = None
     horizon_years: int
     points: list[SpendingProfilePoint]
 
 
+class SpendingProfilePreviewRequest(BaseModel):
+    """Stateless spending-profile preview — used by the What-If page where
+    the user is editing in-memory life events that aren't persisted yet.
+
+    No scenario_id needed; the caller supplies the baseline spending,
+    horizon, and any flex rules. Flex-cut estimation against a portfolio
+    fan is skipped (caller already has a /simulate response to pair
+    with this if they want flex visualisation).
+    """
+    base_spending_gbp: Decimal = Field(ge=0)
+    horizon_years: int = Field(ge=1, le=100)
+    life_events: list[LifeEventInput] = Field(default_factory=list)
+    flex_rules: list[FlexRule] = Field(default_factory=list)
+
+
 class SimulateRequest(BaseModel):
     """Sync, non-persisted simulate. Used by the React UI for what-if.
 

fire_planner/api/spending_profile.py

@@ -31,6 +31,7 @@ from sqlalchemy.ext.asyncio import AsyncSession
 from fire_planner.api.dependencies import get_session
 from fire_planner.api.schemas import (
     SpendingProfilePoint,
+    SpendingProfilePreviewRequest,
     SpendingProfileResponse,
 )
 from fire_planner.db import LifeEvent, McRun, ProjectionYearly, Scenario
@@ -183,3 +184,73 @@ async def get_spending_profile(
         horizon_years=horizon,
         points=points,
     )
+
+
+@router.post("/spending-profile-preview", response_model=SpendingProfileResponse)
+async def preview_spending_profile(
+    req: SpendingProfilePreviewRequest,
+) -> SpendingProfileResponse:
+    """Stateless variant — used by the What-If page where the user is
+    tweaking in-memory life events that aren't persisted yet."""
+    points: list[SpendingProfilePoint] = []
+    base = Decimal(str(req.base_spending_gbp))
+    # Flex rules are accepted for forward-compat but not applied here:
+    # without a portfolio path we can't decide drawdown depth. The
+    # paired /simulate call gives the exact cut; this endpoint just
+    # gives the pre-cut profile for the stacked-area chart.
+    _ = req.flex_rules
+
+    for year_idx in range(req.horizon_years):
+        essential = Decimal("0")
+        discretionary = Decimal("0")
+        not_spending = Decimal("0")
+        ess_inflow = Decimal("0")
+        disc_inflow = Decimal("0")
+        for ev in req.life_events:
+            if not ev.enabled:
+                continue
+            if year_idx < ev.year_start:
+                continue
+            end = ev.year_end if ev.year_end is not None else ev.year_start
+            if year_idx > end:
+                continue
+            delta = Decimal(str(ev.delta_gbp_per_year or 0))
+            if ev.category == "not_spending":
+                not_spending += abs(delta)
+                continue
+            if delta < 0:
+                if ev.category == "essential":
+                    essential += -delta
+                elif ev.category == "discretionary":
+                    discretionary += -delta
+            elif delta > 0:
+                if ev.category == "essential":
+                    ess_inflow += delta
+                elif ev.category == "discretionary":
+                    disc_inflow += delta
+            if year_idx == ev.year_start and ev.one_time_amount_gbp is not None:
+                ot = Decimal(str(ev.one_time_amount_gbp))
+                if ot < 0:
+                    if ev.category == "essential":
+                        essential += -ot
+                    elif ev.category == "discretionary":
+                        discretionary += -ot
+        net_base = base - ess_inflow - disc_inflow
+        if net_base < 0:
+            net_base = Decimal("0")
+        total = net_base + essential + discretionary
+        points.append(
+            SpendingProfilePoint(
+                year_idx=year_idx,
+                base_gbp=net_base,
+                essential_gbp=essential,
+                discretionary_gbp=discretionary,
+                not_spending_gbp=not_spending,
+                flex_cut_gbp=Decimal("0"),
+                total_gbp=total,
+            ))
+    return SpendingProfileResponse(
+        scenario_id=None,
+        horizon_years=req.horizon_years,
+        points=points,
+    )

frontend/src/api/client.ts

@@ -57,6 +57,11 @@ export const api = {
     request<CashflowResponse>(`/scenarios/${id}/cashflow?year=${year}`),
   spendingProfile: (id: number) =>
     request<SpendingProfileResponse>(`/scenarios/${id}/spending-profile`),
+  spendingProfilePreview: (body: SpendingProfilePreviewRequest) =>
+    request<SpendingProfileResponse>(`/scenarios/spending-profile-preview`, {
+      method: 'POST',
+      body: JSON.stringify(body),
+    }),
   networth: {
     current: () =>
       request<{
@@ -210,11 +215,26 @@ export interface SpendingProfilePoint {
 }
 
 export interface SpendingProfileResponse {
-  scenario_id: number;
+  scenario_id: number | null;
   horizon_years: number;
   points: SpendingProfilePoint[];
 }
 
+export interface SpendingProfilePreviewRequest {
+  base_spending_gbp: string;
+  horizon_years: number;
+  life_events?: Array<{
+    kind?: string;
+    year_start: number;
+    year_end?: number | null;
+    delta_gbp_per_year?: string;
+    one_time_amount_gbp?: string | null;
+    category?: SpendingCategory;
+    enabled?: boolean;
+  }>;
+  flex_rules?: FlexRule[];
+}
+
 // ── goals ────────────────────────────────────────────────────────────
 
 export interface Goal {

frontend/src/components/EventGantt.tsx

@@ -13,7 +13,6 @@
  * fallback under the drawer remains for bulk edits and accessibility.
  */
 import { useEffect, useMemo, useRef, useState } from 'react';
-import { useMutation, useQueryClient } from '@tanstack/react-query';
 import { ParentSize } from '@visx/responsive';
 import { scaleBand, scaleLinear } from '@visx/scale';
 import { Group } from '@visx/group';
@@ -21,7 +20,6 @@ import { AxisBottom } from '@visx/axis';
 import { localPoint } from '@visx/event';
 
 import {
-  lifeEventsApi,
   type LifeEvent,
   type LifeEventCreateBody,
   type LifeEventPatchBody,
@@ -30,10 +28,19 @@ import {
 import { gbp } from '@/lib/format';
 import { emojiFor } from '@/lib/milestone';
 
+/** Persistence hooks — parent decides what create/patch/delete do.
+ *  Plan tab wires these to the lifeEventsApi; What-If wires them to
+ *  local React state. */
+export interface GanttPersister {
+  create: (body: LifeEventCreateBody) => void;
+  patch: (id: number, body: LifeEventPatchBody) => void;
+  delete: (id: number) => void;
+}
+
 interface Props {
-  scenarioId: number;
   events: LifeEvent[];
   horizonYears: number;
+  persister: GanttPersister;
   height?: number;
 }
 
@@ -77,9 +84,9 @@ export function EventGantt(props: Props) {
 }
 
 function Inner({
-  scenarioId,
   events,
   horizonYears,
+  persister,
   width,
   height = 220,
 }: Props & { width: number }) {
@@ -112,39 +119,8 @@ function Inner({
     [sortedEvents],
   );
 
-  const qc = useQueryClient();
+  // Mutations are delegated to the parent via `persister` (Plan tab
-  const invalidate = () =>
+  // wires to lifeEventsApi; What-If wires to local React state).
-    qc.invalidateQueries({
-      queryKey: ['scenarios', scenarioId, 'life-events'],
-    });
-  const invalidateProfile = () =>
-    qc.invalidateQueries({
-      queryKey: ['spending-profile', scenarioId],
-    });
-
-  const patchMut = useMutation({
-    mutationFn: ({ id, body }: { id: number; body: LifeEventPatchBody }) =>
-      lifeEventsApi.patch(id, body),
-    onSuccess: () => {
-      invalidate();
-      invalidateProfile();
-    },
-  });
-  const createMut = useMutation({
-    mutationFn: (body: LifeEventCreateBody) =>
-      lifeEventsApi.create(scenarioId, body),
-    onSuccess: () => {
-      invalidate();
-      invalidateProfile();
-    },
-  });
-  const deleteMut = useMutation({
-    mutationFn: (id: number) => lifeEventsApi.delete(id),
-    onSuccess: () => {
-      invalidate();
-      invalidateProfile();
-    },
-  });
 
   // Drag state lives in a ref so mousemove handlers don't re-render.
   const drag = useRef<DragState | null>(null);
@@ -192,7 +168,7 @@ function Inner({
           year_end: clamp(origYearEnd + dyears, origYearStart, horizonYears - 1),
         };
       }
-      patchMut.mutate({ id: eventId, body });
+      persister.patch(eventId, body);
     };
     window.addEventListener('mousemove', onMove);
     window.addEventListener('mouseup', onUp);
@@ -200,7 +176,7 @@ function Inner({
       window.removeEventListener('mousemove', onMove);
       window.removeEventListener('mouseup', onUp);
     };
-  }, [horizonYears, patchMut, xScale]);
+  }, [horizonYears, persister, xScale]);
 
   const startDrag = (e: React.MouseEvent, ev: LifeEvent, mode: DragMode) => {
     e.stopPropagation();
@@ -401,15 +377,15 @@ function Inner({
           state={popover}
           onClose={() => setPopover(null)}
           onCreate={(body) => {
-            createMut.mutate(body);
+            persister.create(body);
             setPopover(null);
           }}
           onPatch={(id, body) => {
-            patchMut.mutate({ id, body });
+            persister.patch(id, body);
             setPopover(null);
           }}
           onDelete={(id) => {
-            deleteMut.mutate(id);
+            persister.delete(id);
             setPopover(null);
           }}
           horizonYears={horizonYears}

frontend/src/components/FlexRulesEditor.tsx

@@ -1,79 +1,35 @@
 /**
  * Flex-rules editor — list of {from_ath_pct, cut_discretionary_pct}
- * tiers stored on `scenario.config_json.flex_rules`. Saves on blur via
+ * tiers. Controlled component: parent owns the rules + persistence.
- * the existing PATCH /scenarios/:id (config_json is a free-form blob).
+ *
+ * Plan tab wraps this with a PATCH /scenarios/:id call. What-If wraps
+ * it with local React state.
  */
-import { useMutation, useQueryClient } from '@tanstack/react-query';
+export interface FlexRule {
-import { useEffect, useState } from 'react';
-
-import { api, type Scenario } from '@/api/client';
-
-interface Rule {
   from_ath_pct: number;
   cut_discretionary_pct: number;
 }
 
 interface Props {
-  scenario: Scenario;
+  rules: FlexRule[];
+  onChange: (next: FlexRule[]) => void;
+  saving?: boolean;
+  error?: string | null;
 }
 
-const DEFAULT_RULES: Rule[] = [
+const DEFAULT_RULES: FlexRule[] = [
   { from_ath_pct: 0.10, cut_discretionary_pct: 0.20 },
   { from_ath_pct: 0.30, cut_discretionary_pct: 0.60 },
 ];
 
-function readRules(scen: Scenario): Rule[] {
+export function FlexRulesEditor({ rules, onChange, saving, error }: Props) {
-  const blob = scen.config_json as Record<string, unknown>;
+  const update = (idx: number, patch: Partial<FlexRule>) => {
-  const raw = blob?.flex_rules;
+    onChange(rules.map((r, i) => (i === idx ? { ...r, ...patch } : r)));
-  if (!Array.isArray(raw)) return [];
-  return raw
-    .filter((r): r is { from_ath_pct: unknown; cut_discretionary_pct: unknown } =>
-      typeof r === 'object' && r !== null,
-    )
-    .map((r) => ({
-      from_ath_pct: Number((r as { from_ath_pct: unknown }).from_ath_pct ?? 0),
-      cut_discretionary_pct: Number(
-        (r as { cut_discretionary_pct: unknown }).cut_discretionary_pct ?? 0,
-      ),
-    }));
-}
-
-export function FlexRulesEditor({ scenario }: Props) {
-  const qc = useQueryClient();
-  const [rules, setRules] = useState<Rule[]>(() => readRules(scenario));
-
-  useEffect(() => {
-    setRules(readRules(scenario));
-  }, [scenario.id, scenario.config_json]);
-
-  const save = useMutation({
-    mutationFn: (next: Rule[]) =>
-      api.scenarios.patch(scenario.id, {
-        config_json: {
-          ...((scenario.config_json as Record<string, unknown>) ?? {}),
-          flex_rules: next,
-        },
-      } as never),
-    onSuccess: () => {
-      qc.invalidateQueries({ queryKey: ['scenarios', scenario.id] });
-      qc.invalidateQueries({
-        queryKey: ['spending-profile', scenario.id],
-      });
-    },
-  });
-
-  const persist = (next: Rule[]) => {
-    setRules(next);
-    save.mutate(next);
   };
-
+  const remove = (idx: number) => onChange(rules.filter((_, i) => i !== idx));
-  const update = (idx: number, patch: Partial<Rule>) => {
+  const add = () =>
-    persist(rules.map((r, i) => (i === idx ? { ...r, ...patch } : r)));
+    onChange([...rules, { from_ath_pct: 0.20, cut_discretionary_pct: 0.40 }]);
-  };
+  const seedDefaults = () => onChange(DEFAULT_RULES);
-
-  const remove = (idx: number) => persist(rules.filter((_, i) => i !== idx));
-  const add = () => persist([...rules, { from_ath_pct: 0.20, cut_discretionary_pct: 0.40 }]);
-  const seedDefaults = () => persist(DEFAULT_RULES);
 
   return (
     <div className="rounded-lg border border-slate-200 bg-white p-4">
@@ -129,11 +85,8 @@ export function FlexRulesEditor({ scenario }: Props) {
       >
         + Add tier
       </button>
-      {save.isError && (
+      {saving && <p className="text-xs text-slate-500 mt-2">Saving…</p>}
-        <p className="text-xs text-red-700 mt-2">
+      {error && <p className="text-xs text-red-700 mt-2">{error}</p>}
-          {String((save.error as Error)?.message ?? save.error)}
-        </p>
-      )}
     </div>
   );
 }

frontend/src/pages/ScenarioDetail.tsx

@@ -29,7 +29,7 @@ import {
 import { ApiError } from '@/api/client';
 import { EventGantt } from '@/components/EventGantt';
 import { FanChart } from '@/components/FanChart';
-import { FlexRulesEditor } from '@/components/FlexRulesEditor';
+import { FlexRulesEditor, type FlexRule } from '@/components/FlexRulesEditor';
 import { GoalsSection } from '@/components/GoalsSection';
 import { IncomeStreamsSection } from '@/components/IncomeStreamsSection';
 import { LifeEventsSection } from '@/components/LifeEventsSection';
@@ -95,6 +95,61 @@ export function ScenarioDetail() {
     },
   });
 
+  // API-backed persisters for the chart-first editors. Each invalidates
+  // the queries that drive the Plan tab so the spending profile + fan
+  // re-fetch after the mutation lands.
+  const invalidateScenarioCaches = () => {
+    qc.invalidateQueries({ queryKey: ['scenarios', id, 'life-events'] });
+    qc.invalidateQueries({ queryKey: ['spending-profile', id] });
+  };
+  const lifeEventCreate = useMutation({
+    mutationFn: (body: Parameters<typeof lifeEventsApi.create>[1]) =>
+      lifeEventsApi.create(id, body),
+    onSuccess: invalidateScenarioCaches,
+  });
+  const lifeEventPatch = useMutation({
+    mutationFn: ({ eid, body }: { eid: number; body: Parameters<typeof lifeEventsApi.patch>[1] }) =>
+      lifeEventsApi.patch(eid, body),
+    onSuccess: invalidateScenarioCaches,
+  });
+  const lifeEventDelete = useMutation({
+    mutationFn: (eid: number) => lifeEventsApi.delete(eid),
+    onSuccess: invalidateScenarioCaches,
+  });
+  const ganttPersister = useMemo(
+    () => ({
+      create: (body: Parameters<typeof lifeEventsApi.create>[1]) =>
+        lifeEventCreate.mutate(body),
+      patch: (eid: number, body: Parameters<typeof lifeEventsApi.patch>[1]) =>
+        lifeEventPatch.mutate({ eid, body }),
+      delete: (eid: number) => lifeEventDelete.mutate(eid),
+    }),
+    // mutate is stable across renders by useMutation contract
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+    [],
+  );
+
+  const flexRulesSave = useMutation({
+    mutationFn: (next: FlexRule[]) =>
+      api.scenarios.patch(id, {
+        config_json: {
+          ...((scen.data?.config_json as Record<string, unknown>) ?? {}),
+          flex_rules: next,
+        },
+      } as never),
+    onSuccess: () => {
+      qc.invalidateQueries({ queryKey: ['scenarios', id] });
+      qc.invalidateQueries({ queryKey: ['spending-profile', id] });
+    },
+  });
+  const persistedFlexRules: FlexRule[] = useMemo(
+    () => (scen.data ? readFlexRules(scen.data).map((r) => ({
+      from_ath_pct: Number(r.from_ath_pct),
+      cut_discretionary_pct: Number(r.cut_discretionary_pct),
+    })) : []),
+    [scen.data],
+  );
+
   const sim = useMutation({
     mutationFn: (req: SimulateRequest) => api.simulate(req),
   });
@@ -402,13 +457,22 @@ export function ScenarioDetail() {
               </span>
             </div>
             <EventGantt
-              scenarioId={id}
               events={events.data ?? []}
               horizonYears={horizonYears}
+              persister={ganttPersister}
             />
           </div>
 
-          <FlexRulesEditor scenario={s} />
+          <FlexRulesEditor
+            rules={persistedFlexRules}
+            onChange={(next) => flexRulesSave.mutate(next)}
+            saving={flexRulesSave.isPending}
+            error={
+              flexRulesSave.isError
+                ? String((flexRulesSave.error as Error)?.message ?? flexRulesSave.error)
+                : null
+            }
+          />
         </>
       ) : projection404 ? (
         <div className="rounded-lg border border-slate-200 bg-white p-8 text-center text-slate-500">

frontend/src/pages/WhatIf.tsx

@@ -13,18 +13,25 @@
  * `api/simulate.py::_project`.
  */
 import { useMutation, useQuery, useQueryClient } from '@tanstack/react-query';
-import { useEffect, useState } from 'react';
+import { useEffect, useMemo, useRef, useState } from 'react';
 import { useNavigate } from 'react-router-dom';
 
 import {
   api,
   type AnnualSpending,
+  type LifeEvent,
+  type LifeEventCreateBody,
+  type LifeEventPatchBody,
   type SimulateRequest,
   type SimulateResult,
+  type SpendingCategory,
 } from '@/api/client';
+import { EventGantt, type GanttPersister } from '@/components/EventGantt';
 import { FanChart } from '@/components/FanChart';
+import { FlexRulesEditor, type FlexRule } from '@/components/FlexRulesEditor';
 import { InfoTip } from '@/components/InfoTip';
 import { SegmentedControl, type SegmentedOption } from '@/components/SegmentedControl';
+import { SpendingProfileChart } from '@/components/SpendingProfileChart';
 import { gbp, pct } from '@/lib/format';
 
 const JURISDICTIONS = ['uk', 'cyprus', 'bulgaria', 'malaysia', 'thailand', 'uae', 'nomad'];
@@ -150,6 +157,72 @@ export function WhatIf() {
     void spending.refetch();
   };
 
+  // Local life-events + flex rules. Editing these never hits the DB —
+  // What-If is for tweaking before committing to a scenario.
+  const [events, setEvents] = useState<LifeEvent[]>([]);
+  const [flexRules, setFlexRules] = useState<FlexRule[]>([]);
+  const nextLocalId = useRef(-1);
+  const allocLocalId = () => {
+    const n = nextLocalId.current;
+    nextLocalId.current -= 1;
+    return n;
+  };
+
+  const ganttPersister: GanttPersister = useMemo(
+    () => ({
+      create: (body: LifeEventCreateBody) => {
+        const ev: LifeEvent = {
+          id: allocLocalId(),
+          scenario_id: 0,
+          kind: body.kind,
+          name: body.name,
+          year_start: body.year_start,
+          year_end: body.year_end ?? null,
+          delta_gbp_per_year: String(body.delta_gbp_per_year ?? '0'),
+          one_time_amount_gbp: body.one_time_amount_gbp ?? null,
+          category: (body.category as SpendingCategory) ?? 'essential',
+          enabled: body.enabled ?? true,
+          payload: body.payload ?? null,
+          created_at: new Date().toISOString(),
+        };
+        setEvents((prev) => [...prev, ev]);
+      },
+      patch: (id: number, body: LifeEventPatchBody) => {
+        setEvents((prev) =>
+          prev.map((e) =>
+            e.id === id
+              ? {
+                  ...e,
+                  ...(body.name !== undefined && { name: body.name }),
+                  ...(body.kind !== undefined && { kind: body.kind }),
+                  ...(body.year_start !== undefined && {
+                    year_start: body.year_start,
+                  }),
+                  ...(body.year_end !== undefined && {
+                    year_end: body.year_end,
+                  }),
+                  ...(body.delta_gbp_per_year !== undefined && {
+                    delta_gbp_per_year: body.delta_gbp_per_year,
+                  }),
+                  ...(body.one_time_amount_gbp !== undefined && {
+                    one_time_amount_gbp: body.one_time_amount_gbp,
+                  }),
+                  ...(body.category !== undefined && {
+                    category: body.category,
+                  }),
+                  ...(body.enabled !== undefined && { enabled: body.enabled }),
+                }
+              : e,
+          ),
+        );
+      },
+      delete: (id: number) => {
+        setEvents((prev) => prev.filter((e) => e.id !== id));
+      },
+    }),
+    [],
+  );
+
   const sim = useMutation({
     mutationFn: (req: SimulateRequest) => api.simulate(req),
   });
@@ -173,10 +246,9 @@ export function WhatIf() {
     },
   });
 
-  const onSubmit = (e: React.FormEvent) => {
+  const buildRequest = (): SimulateRequest => {
-    e.preventDefault();
     const isCustom = form.strategy === 'custom';
-    sim.mutate({
+    return {
       ...form,
       floor_gbp: form.strategy === 'vpw_floor' ? form.floor_gbp : null,
       manual_real_return_pct:
@@ -184,9 +256,60 @@ export function WhatIf() {
       annual_real_adjust_pct: isCustom ? form.annual_real_adjust_pct : '0',
       guardrail_threshold_pct: isCustom ? form.guardrail_threshold_pct : null,
       guardrail_cut_pct: isCustom ? form.guardrail_cut_pct : '0.10',
-    });
+      life_events: events.map((e) => ({
+        year_start: e.year_start,
+        year_end: e.year_end,
+        delta_gbp_per_year: e.delta_gbp_per_year,
+        one_time_amount_gbp: e.one_time_amount_gbp,
+        category: e.category,
+        enabled: e.enabled,
+      })),
+      flex_rules: flexRules.map((r) => ({
+        from_ath_pct: String(r.from_ath_pct),
+        cut_discretionary_pct: String(r.cut_discretionary_pct),
+      })),
+    };
   };
 
+  const onSubmit = (e: React.FormEvent) => {
+    e.preventDefault();
+    sim.mutate(buildRequest());
+  };
+
+  // Auto-refresh sim whenever the form / events / flex rules change.
+  // Debounced 600ms so rapid edits (drag, slider) don't fire 10x.
+  const signature = JSON.stringify({ form, events, flexRules });
+  useEffect(() => {
+    const t = window.setTimeout(() => {
+      sim.mutate(buildRequest());
+    }, 600);
+    return () => window.clearTimeout(t);
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [signature]);
+
+  // Spending profile preview — recomputes on every signature change.
+  const profile = useQuery({
+    queryKey: ['spending-profile-preview', signature],
+    queryFn: () =>
+      api.spendingProfilePreview({
+        base_spending_gbp: form.spending_gbp,
+        horizon_years: form.horizon_years ?? 60,
+        life_events: events.map((e) => ({
+          year_start: e.year_start,
+          year_end: e.year_end,
+          delta_gbp_per_year: e.delta_gbp_per_year,
+          one_time_amount_gbp: e.one_time_amount_gbp,
+          category: e.category,
+          enabled: e.enabled,
+        })),
+        flex_rules: flexRules.map((r) => ({
+          from_ath_pct: String(r.from_ath_pct),
+          cut_discretionary_pct: String(r.cut_discretionary_pct),
+        })),
+      }),
+    staleTime: 0,
+  });
+
   const onSaveAs = () => {
     const suggested = `${form.jurisdiction}-${form.strategy}-leave-y${form.leave_uk_year}`;
     const name = prompt('Save as scenario — name:', suggested);
@@ -264,6 +387,38 @@ export function WhatIf() {
           {sim.data && (
             <>
               <Results result={sim.data} horizon={form.horizon_years ?? 60} />
+
+              {/* Spending profile (stacked area) */}
+              {profile.data && (
+                <div className="rounded-lg border border-slate-200 bg-white p-5">
+                  <div className="flex items-baseline justify-between mb-2">
+                    <h2 className="text-lg font-semibold">Spending profile</h2>
+                    <span className="text-xs text-slate-500">
+                      base · essential · discretionary
+                    </span>
+                  </div>
+                  <SpendingProfileChart points={profile.data.points} />
+                </div>
+              )}
+
+              {/* Interactive Gantt — chart-as-SoT for life events */}
+              <div className="rounded-lg border border-slate-200 bg-white p-5">
+                <div className="flex items-baseline justify-between mb-2">
+                  <h2 className="text-lg font-semibold">Life events</h2>
+                  <span className="text-xs text-slate-500">
+                    Click empty space to add · drag bars to move · drag edges to resize
+                  </span>
+                </div>
+                <EventGantt
+                  events={events}
+                  horizonYears={form.horizon_years ?? 60}
+                  persister={ganttPersister}
+                />
+              </div>
+
+              {/* Flex spending rules */}
+              <FlexRulesEditor rules={flexRules} onChange={setFlexRules} />
+
               <div className="flex items-center gap-3">
                 <button
                   type="button"