Merge pull request 'Codex/time driven progress' (#34) from codex/time-driven-progress into master

Reviewed-on: #34

docs/optimization-backlog.md

@@ -0,0 +1,9 @@
+# Optimization Backlog
+
+## Progress Contract Frontend Consumption
+
+- Status: pending
+- Priority: medium
+- Context: The backend now returns `progressSource`, `stage`, `startedAt`, and `expectedDurationMs` on generation task status payloads. The frontend progress UI currently still derives these values locally from message state and static defaults.
+- Follow-up: Wire the backend task progress contract through `aiGenerationClient`, task/message view models, and the progress card components so model-aware `expectedDurationMs` and real provider progress can be consumed end to end.
+- Boundary: Keep this separate from the task store consolidation. The store consolidation is complete without requiring these fields because `WebGenerationPreviewTask` is not the source for Workbench progress cards.

src/api/aiGenerationClient.ts

@@ -150,6 +150,10 @@ export interface AiTaskStatus {
   type: "image" | "video";
   status: "pending" | "running" | "completed" | "failed" | "cancelled";
   progress: number;
+  progressSource?: "real" | "estimated" | string | null;
+  stage?: string | null;
+  startedAt?: string | null;
+  expectedDurationMs?: number | null;
   resultUrl: string | null;
   error: string | null;
   params?: Record<string, unknown>;
@@ -514,7 +518,20 @@ export const aiGenerationClient = {
 
   subscribeTaskStatus(
     taskId: string,
-    onUpdate: (task: Pick<AiTaskStatus, "taskId" | "status" | "progress" | "resultUrl" | "error">) => void,
+    onUpdate: (
+      task: Pick<
+        AiTaskStatus,
+        | "taskId"
+        | "status"
+        | "progress"
+        | "progressSource"
+        | "stage"
+        | "startedAt"
+        | "expectedDurationMs"
+        | "resultUrl"
+        | "error"
+      >,
+    ) => void,
   ): () => void {
     const url = buildApiUrl(`ai/tasks/${taskId}/stream`);
     const controller = new AbortController();

src/api/publicPricingClient.test.ts

@@ -0,0 +1,142 @@
+import { describe, expect, it } from "../test/testHarness";
+
+import {
+  normalizeEnterpriseVideoPricingConfig,
+  normalizePublicModelPrice,
+  normalizePublicModelPrices,
+  normalizePublicPricingPayload,
+} from "./publicPricingClient";
+
+describe("publicPricingClient", () => {
+  it("normalizes camelCase public model price payloads", () => {
+    expect(
+      normalizePublicModelPrice({
+        id: 1,
+        modelKey: "gpt-4o",
+        displayName: "GPT-4o",
+        category: "text",
+        pricingType: "token",
+        inputPriceMills: 27,
+        outputPriceMills: 108,
+        flatPriceMills: null,
+        currency: "CNY",
+        enabled: true,
+      }),
+    ).toEqual({
+      id: 1,
+      modelKey: "gpt-4o",
+      displayName: "GPT-4o",
+      category: "text",
+      pricingType: "token",
+      inputPriceMills: 27,
+      outputPriceMills: 108,
+      flatPriceMills: null,
+      currency: "CNY",
+      enabled: true,
+      createdAt: undefined,
+      updatedAt: undefined,
+    });
+  });
+
+  it("normalizes snake_case public model price payloads inside containers", () => {
+    expect(
+      normalizePublicModelPrices({
+        prices: [
+          {
+            model_key: "deepseek-chat",
+            display_name: "DeepSeek Chat",
+            pricing_type: "token",
+            input_price_mills: "2",
+            output_price_mills: "8",
+            flat_price_mills: "0",
+            enabled: 1,
+          },
+          { display_name: "missing key" },
+        ],
+      }),
+    ).toEqual([
+      {
+        id: undefined,
+        modelKey: "deepseek-chat",
+        displayName: "DeepSeek Chat",
+        category: undefined,
+        pricingType: "token",
+        inputPriceMills: 2,
+        outputPriceMills: 8,
+        flatPriceMills: 0,
+        currency: "CNY",
+        enabled: true,
+        createdAt: undefined,
+        updatedAt: undefined,
+      },
+    ]);
+  });
+
+  it("normalizes public pricing payloads with model prices and enterprise video pricing", () => {
+    expect(
+      normalizePublicPricingPayload({
+        modelPrices: [
+          {
+            modelKey: "qwen-turbo",
+            pricingType: "token",
+            inputPriceMills: 2,
+            outputPriceMills: 6,
+          },
+        ],
+        enterpriseVideoPricing: {
+          currency: "CNY",
+          creditsPerCny: 100,
+          billingUnit: "per_second",
+          defaultResolution: "1080P",
+          resolutions: ["720P", "1080P"],
+          rules: [
+            {
+              id: "happyhorse",
+              modelIncludes: ["happyhorse"],
+              rates: { "720P": 0.72, "1080P": 1.28 },
+            },
+          ],
+        },
+      }),
+    ).toEqual({
+      modelPrices: [
+        {
+          id: undefined,
+          modelKey: "qwen-turbo",
+          displayName: undefined,
+          category: undefined,
+          pricingType: "token",
+          inputPriceMills: 2,
+          outputPriceMills: 6,
+          flatPriceMills: null,
+          currency: "CNY",
+          enabled: true,
+          createdAt: undefined,
+          updatedAt: undefined,
+        },
+      ],
+      enterpriseVideoPricing: {
+        currency: "CNY",
+        creditsPerCny: 100,
+        billingUnit: "per_second",
+        defaultResolution: "1080P",
+        resolutions: ["720P", "1080P"],
+        rules: [
+          {
+            id: "happyhorse",
+            modelIncludes: ["happyhorse"],
+            rates: { "720P": 0.72, "1080P": 1.28 },
+          },
+        ],
+      },
+    });
+  });
+
+  it("rejects malformed enterprise video pricing configs", () => {
+    expect(
+      normalizeEnterpriseVideoPricingConfig({
+        rules: [{ id: "broken", modelIncludes: [], rates: {} }],
+      }),
+    ).toEqual(null);
+  });
+});

src/api/publicPricingClient.ts

@@ -0,0 +1,236 @@
+import { isOptionalApiRouteMissing } from "./apiErrorUtils";
+import { isRecord, serverRequest } from "./serverConnection";
+import type { EnterpriseVideoPricingConfig, EnterpriseVideoPricingRule } from "../utils/enterpriseVideoPolicy";
+
+export interface PublicModelPrice {
+  id?: number | string;
+  modelKey: string;
+  displayName?: string;
+  category?: string;
+  pricingType?: string;
+  inputPriceMills: number | null;
+  outputPriceMills: number | null;
+  flatPriceMills: number | null;
+  currency: string;
+  enabled: boolean;
+  createdAt?: string;
+  updatedAt?: string;
+}
+
+export interface PublicPricingPayload {
+  modelPrices: PublicModelPrice[];
+  enterpriseVideoPricing: EnterpriseVideoPricingConfig | null;
+}
+
+function readString(
+  record: Record<string, unknown>,
+  keys: string[],
+): string | undefined {
+  for (const key of keys) {
+    const value = record[key];
+    if (typeof value === "string" && value.trim()) return value.trim();
+  }
+  return undefined;
+}
+
+function readNumber(
+  record: Record<string, unknown>,
+  keys: string[],
+): number | null {
+  for (const key of keys) {
+    const value = record[key];
+    const parsed =
+      typeof value === "number"
+        ? value
+        : typeof value === "string"
+          ? Number(value)
+          : NaN;
+    if (Number.isFinite(parsed)) return parsed;
+  }
+  return null;
+}
+
+function readBoolean(
+  record: Record<string, unknown>,
+  keys: string[],
+  fallback: boolean,
+): boolean {
+  for (const key of keys) {
+    const value = record[key];
+    if (typeof value === "boolean") return value;
+    if (typeof value === "number") return value !== 0;
+    if (typeof value === "string") {
+      const normalized = value.trim().toLowerCase();
+      if (["1", "true", "yes", "enabled"].includes(normalized)) return true;
+      if (["0", "false", "no", "disabled"].includes(normalized)) return false;
+    }
+  }
+  return fallback;
+}
+
+function readStringArray(record: Record<string, unknown>, keys: string[]): string[] {
+  for (const key of keys) {
+    const value = record[key];
+    if (!Array.isArray(value)) continue;
+    return value
+      .map((item) => (typeof item === "string" ? item.trim() : ""))
+      .filter(Boolean);
+  }
+  return [];
+}
+
+function normalizeRateMap(raw: unknown): Record<string, number> | null {
+  if (!isRecord(raw)) return null;
+  const result: Record<string, number> = {};
+  for (const [key, value] of Object.entries(raw)) {
+    const parsed = typeof value === "number" ? value : typeof value === "string" ? Number(value) : NaN;
+    if (Number.isFinite(parsed) && parsed >= 0) result[key] = parsed;
+  }
+  return Object.keys(result).length ? result : null;
+}
+
+function normalizeEnterpriseVideoPricingRule(raw: unknown): EnterpriseVideoPricingRule | null {
+  if (!isRecord(raw)) return null;
+  const id = readString(raw, ["id", "key", "name"]);
+  const modelIncludes = readStringArray(raw, ["modelIncludes", "model_includes", "modelPatterns", "model_patterns"]);
+  const rates = normalizeRateMap(raw.rates);
+  if (!id || modelIncludes.length === 0 || !rates) return null;
+
+  const when = isRecord(raw.when)
+    ? {
+        ...(typeof raw.when.muted === "boolean" ? { muted: raw.when.muted } : {}),
+        ...(typeof raw.when.hasReferenceVideo === "boolean"
+          ? { hasReferenceVideo: raw.when.hasReferenceVideo }
+          : {}),
+      }
+    : undefined;
+
+  return {
+    id,
+    modelIncludes,
+    ...(when && Object.keys(when).length ? { when } : {}),
+    rates,
+  };
+}
+
+export function normalizePublicModelPrice(
+  raw: unknown,
+): PublicModelPrice | null {
+  if (!isRecord(raw)) return null;
+
+  const modelKey = readString(raw, ["modelKey", "model_key", "key", "model"]);
+  if (!modelKey) return null;
+
+  const displayName = readString(raw, ["displayName", "display_name", "name"]);
+  const category = readString(raw, ["category", "type"]);
+  const pricingType = readString(raw, ["pricingType", "pricing_type"]);
+  const currency = readString(raw, ["currency"]) || "CNY";
+  const createdAt = readString(raw, ["createdAt", "created_at"]);
+  const updatedAt = readString(raw, ["updatedAt", "updated_at"]);
+  const idValue = raw.id;
+
+  return {
+    id:
+      typeof idValue === "number" || typeof idValue === "string"
+        ? idValue
+        : undefined,
+    modelKey,
+    displayName,
+    category,
+    pricingType,
+    inputPriceMills: readNumber(raw, ["inputPriceMills", "input_price_mills"]),
+    outputPriceMills: readNumber(raw, [
+      "outputPriceMills",
+      "output_price_mills",
+    ]),
+    flatPriceMills: readNumber(raw, ["flatPriceMills", "flat_price_mills"]),
+    currency,
+    enabled: readBoolean(raw, ["enabled", "is_enabled"], true),
+    createdAt,
+    updatedAt,
+  };
+}
+
+export function normalizePublicModelPrices(
+  payload: unknown,
+): PublicModelPrice[] {
+  const rawPrices = Array.isArray(payload)
+    ? payload
+    : isRecord(payload) && Array.isArray(payload.prices)
+      ? payload.prices
+      : isRecord(payload) && Array.isArray(payload.modelPrices)
+        ? payload.modelPrices
+        : isRecord(payload) && Array.isArray(payload.model_prices)
+          ? payload.model_prices
+          : isRecord(payload) && Array.isArray(payload.models)
+            ? payload.models
+            : [];
+
+  return rawPrices
+    .map((item) => normalizePublicModelPrice(item))
+    .filter((item): item is PublicModelPrice => Boolean(item));
+}
+
+export function normalizeEnterpriseVideoPricingConfig(raw: unknown): EnterpriseVideoPricingConfig | null {
+  if (!isRecord(raw)) return null;
+  const rules = Array.isArray(raw.rules)
+    ? raw.rules
+        .map((item) => normalizeEnterpriseVideoPricingRule(item))
+        .filter((item): item is EnterpriseVideoPricingRule => Boolean(item))
+    : [];
+  if (rules.length === 0) return null;
+
+  const creditsPerCny = readNumber(raw, ["creditsPerCny", "credits_per_cny"]);
+  const defaultResolution = readString(raw, ["defaultResolution", "default_resolution"]);
+  const billingUnit = readString(raw, ["billingUnit", "billing_unit"]);
+  const currency = readString(raw, ["currency"]);
+  const resolutions = readStringArray(raw, ["resolutions", "supportedResolutions", "supported_resolutions"]);
+
+  return {
+    ...(currency ? { currency } : {}),
+    ...(creditsPerCny !== null ? { creditsPerCny } : {}),
+    ...(billingUnit ? { billingUnit } : {}),
+    ...(defaultResolution ? { defaultResolution } : {}),
+    ...(resolutions.length ? { resolutions } : {}),
+    rules,
+  };
+}
+
+export function normalizePublicPricingPayload(payload: unknown): PublicPricingPayload {
+  const enterpriseVideoPricingRaw =
+    isRecord(payload) && (payload.enterpriseVideoPricing ?? payload.enterprise_video_pricing);
+
+  return {
+    modelPrices: normalizePublicModelPrices(payload),
+    enterpriseVideoPricing: normalizeEnterpriseVideoPricingConfig(enterpriseVideoPricingRaw),
+  };
+}
+
+let cachedPricing: PublicPricingPayload | null = null;
+let pricesRouteMissing = false;
+
+export const publicPricingClient = {
+  async getPricing(): Promise<PublicPricingPayload> {
+    if (cachedPricing) return cachedPricing;
+    if (pricesRouteMissing) return { modelPrices: [], enterpriseVideoPricing: null };
+
+    try {
+      const payload = await serverRequest<unknown>("prices", {
+        fallbackMessage: "Model prices request failed",
+      });
+      cachedPricing = normalizePublicPricingPayload(payload);
+      return cachedPricing;
+    } catch (error) {
+      if (isOptionalApiRouteMissing(error)) {
+        pricesRouteMissing = true;
+        return { modelPrices: [], enterpriseVideoPricing: null };
+      }
+      throw error;
+    }
+  },
+
+  async getPrices(): Promise<PublicModelPrice[]> {
+    const pricing = await publicPricingClient.getPricing();
+    return pricing.modelPrices;
+  },
+};

src/api/taskSubscription.ts

@@ -9,6 +9,10 @@ export interface TaskProgressEvent {
   taskId: string;
   status: string;
   progress: number;
+  progressSource?: "real" | "estimated" | string | null;
+  stage?: string | null;
+  startedAt?: string | null;
+  expectedDurationMs?: number | null;
   resultUrl?: string | null;
   error?: string | null;
 }
@@ -37,7 +41,8 @@ export function waitForTask(
     operation: options.operation,
   });
   const timeoutMs = options.timeoutMs ?? timeoutPolicy.maxRuntimeMs;
-  const noProgressTimeoutMs = options.noProgressTimeoutMs ?? timeoutPolicy.noProgressTimeoutMs;
+  const noProgressTimeoutMs =
+    options.noProgressTimeoutMs ?? timeoutPolicy.noProgressTimeoutMs;
   const startedAt = options.startedAt ?? Date.now();
 
   return new Promise((resolve, reject) => {
@@ -58,7 +63,10 @@ export function waitForTask(
     };
 
     timeoutId = setTimeout(
-      () => settle(() => reject(new Error(buildLocalTimeoutMessage(options.kind || "video")))),
+      () =>
+        settle(() =>
+          reject(new Error(buildLocalTimeoutMessage(options.kind || "video"))),
+        ),
       timeoutMs,
     );
 
@@ -105,7 +113,11 @@ export function waitForTask(
             policy: { ...timeoutPolicy, noProgressTimeoutMs },
           });
           if (timeoutReason) {
-            settle(() => reject(new Error(buildLocalTimeoutMessage(options.kind || "video"))));
+            settle(() =>
+              reject(
+                new Error(buildLocalTimeoutMessage(options.kind || "video")),
+              ),
+            );
             return;
           }
           try {
@@ -114,6 +126,10 @@ export function waitForTask(
               taskId,
               status: task.status,
               progress: task.progress || 0,
+              progressSource: task.progressSource,
+              stage: task.stage,
+              startedAt: task.startedAt,
+              expectedDurationMs: task.expectedDurationMs,
               resultUrl: task.resultUrl,
               error: task.error,
             });

src/components/BeforeAfterCompare.tsx

@@ -8,6 +8,7 @@ interface BeforeAfterCompareProps {
   sourceAlt?: string;
   resultAlt?: string;
   className?: string;
+  aspectRatio?: string;
   onSourceLoad?: (width: number, height: number) => void;
 }
 
@@ -26,6 +27,7 @@ export default function BeforeAfterCompare({
   sourceAlt = "原图",
   resultAlt = "结果",
   className = "",
+  aspectRatio,
   onSourceLoad,
 }: BeforeAfterCompareProps) {
   const stageRef = useRef<HTMLDivElement>(null);
@@ -43,7 +45,10 @@ export default function BeforeAfterCompare({
     <div
       ref={stageRef}
       className={`before-after-compare ${className}`}
-      style={{ "--compare-position": `${position}%` } as CSSProperties}
+      style={{
+        "--compare-position": `${position}%`,
+        ...(aspectRatio ? { "--compare-aspect-ratio": aspectRatio } : {}),
+      } as CSSProperties}
       aria-label="前后对比"
     >
       <div className="before-after-compare__layer before-after-compare__layer--source">

src/features/canvas/CanvasPage.tsx

@@ -33,6 +33,10 @@ import { communityClient } from "../../api/communityClient";
 import { modelCapabilitiesClient } from "../../api/modelCapabilitiesClient";
 import type { CreatePreviewTaskInput } from "../../api/webGenerationGateway";
 import WorkspacePageShell from "../../components/WorkspacePageShell";
+import {
+  DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS,
+  DEFAULT_VIDEO_GENERATION_EXPECTED_DURATION_MS,
+} from "../../hooks/useSmoothedProgress";
 import type { WebCanvasWorkflow } from "../../types";
 import type { AssetLibraryCategory } from "../assets/localAssetStore";
 import {
@@ -371,12 +375,19 @@ function CanvasPage({
   const textNodeIdRef = useRef(9);
   const imageNodeIdRef = useRef(1);
   const videoNodeIdRef = useRef(1);
+  const objectUrlsRef = useRef(new Set<string>());
+  const trackObjectUrl = (file: Blob) => {
+    const url = URL.createObjectURL(file);
+    objectUrlsRef.current.add(url);
+    return url;
+  };
 
   const { pushSnapshot, undo, redo } = useCanvasHistory();
   const {
     textGenerationState, imageGenerationState, videoGenerationState,
     generationToast, setGenerationToast,
     imageGenerationInFlightRef, videoGenerationInFlightRef, textGenerationInFlightRef, textGenerationAbortControllersRef,
+    imageGenerationAbortRef, videoGenerationAbortRef,
     canvasGenKeepaliveRestoredRef,
     setTextGenerationStatus, setImageGenerationStatus, setVideoGenerationStatus,
     restoreKeepaliveTasks, resetGenerationState,
@@ -527,6 +538,7 @@ function CanvasPage({
   const autoSaveStatusTimerRef = useRef<number | null>(null);
 
   useEffect(() => {
+    const objectUrls = objectUrlsRef.current;
     return () => {
       if (canvasAutoSaveTimerRef.current !== null) window.clearTimeout(canvasAutoSaveTimerRef.current);
       if (canvasAutoSaveRetryTimerRef.current !== null) window.clearTimeout(canvasAutoSaveRetryTimerRef.current);
@@ -535,6 +547,8 @@ function CanvasPage({
       if (canvasAutoSaveIdleHandleRef.current !== null && "cancelIdleCallback" in window) {
         window.cancelIdleCallback(canvasAutoSaveIdleHandleRef.current);
       }
+      objectUrls.forEach((url) => URL.revokeObjectURL(url));
+      objectUrls.clear();
     };
   }, []);
 
@@ -1691,12 +1705,15 @@ function CanvasPage({
     const quality = resolveImageQuality(model, imageNode.imageSize || "");
 
     imageGenerationInFlightRef.current.add(nodeId);
+    const abortRef = { current: false };
+    imageGenerationAbortRef.current.set(nodeId, abortRef);
     setImageGenerationStatus(nodeId, { status: "submitting", message: "正在提交生成", progress: 8 });
     setGenerationToast("图片正在生成");
 
     let task: Awaited<ReturnType<typeof onCreateTask>> | null = null;
     try {
       const referenceUrls = await resolveConnectedImageReferenceUrls("image", nodeId, imageNode);
+      if (abortRef.current) return;
       const taskInput: CreatePreviewTaskInput = {
         title: imageNode.title || "图片节点生成",
         type: "image",
@@ -1732,7 +1749,8 @@ function CanvasPage({
                   ? "图片生成完成"
                   : "图片生成失败";
           setImageGenerationStatus(nodeId, { status: "running", message: statusLabel, progress });
-        }));
+        }, abortRef));
+      if (abortRef.current || !outputUrl) return;
       setImageGenerationStatus(nodeId, { status: "success", message: "生成完成", progress: 100 });
       removeCanvasGenKeepalive(task.id);
       const immediateAssetRef = createCanvasAssetRefFromGeneratedResult({
@@ -1794,13 +1812,15 @@ function CanvasPage({
         );
       }
     } catch (error) {
+      if (abortRef.current) return;
       setImageGenerationStatus(nodeId, {
         status: "error",
         message: error instanceof Error ? error.message : "图片生成失败",
       });
     } finally {
       imageGenerationInFlightRef.current.delete(nodeId);
-      if (task?.id) removeCanvasGenKeepalive(task.id);
+      imageGenerationAbortRef.current.delete(nodeId);
+      if (task?.id && !abortRef.current) removeCanvasGenKeepalive(task.id);
     }
   };
 
@@ -1843,12 +1863,15 @@ function CanvasPage({
     const duration = Number(videoNode.duration) || 4;
 
     videoGenerationInFlightRef.current.add(nodeId);
+    const abortRef = { current: false };
+    videoGenerationAbortRef.current.set(nodeId, abortRef);
     setVideoGenerationStatus(nodeId, { status: "submitting", message: "正在提交视频生成", progress: 8 });
     setGenerationToast("视频正在生成");
 
     let task: Awaited<ReturnType<typeof onCreateTask>> | null = null;
     try {
       const referenceUrls = await resolveConnectedImageReferenceUrls("video", nodeId);
+      if (abortRef.current) return;
       if (videoNode.videoMode === "img2video" && referenceUrls.length === 0) {
         throw new Error("图生视频需要先连接至少一个可用的图片节点");
       }
@@ -1892,7 +1915,8 @@ function CanvasPage({
                   ? "视频生成完成"
                   : "视频生成失败";
           setVideoGenerationStatus(nodeId, { status: "running", message: statusLabel, progress });
-        }));
+        }, abortRef));
+      if (abortRef.current || !outputUrl) return;
       setVideoGenerationStatus(nodeId, { status: "success", message: "视频生成完成", progress: 100 });
       removeCanvasGenKeepalive(taskId);
       const immediateAssetRef = createCanvasAssetRefFromGeneratedResult({
@@ -1948,13 +1972,15 @@ function CanvasPage({
         );
       }
     } catch (error) {
+      if (abortRef.current) return;
       setVideoGenerationStatus(nodeId, {
         status: "error",
         message: error instanceof Error ? error.message : "视频生成失败",
       });
     } finally {
       videoGenerationInFlightRef.current.delete(nodeId);
-      if (task?.id) removeCanvasGenKeepalive(task.id);
+      videoGenerationAbortRef.current.delete(nodeId);
+      if (task?.id && !abortRef.current) removeCanvasGenKeepalive(task.id);
     }
   };
 
@@ -1965,7 +1991,7 @@ function CanvasPage({
     const file = event.target.files?.[0];
     event.target.value = "";
     if (!file) return;
-    const imageUrl = URL.createObjectURL(file);
+    const imageUrl = trackObjectUrl(file);
     if (pendingImageToImageNodeId) {
       const sourceNode = imageNodes.find((node) => node.id === pendingImageToImageNodeId);
       if (sourceNode) {
@@ -2047,7 +2073,7 @@ function CanvasPage({
       let offsetX = 0;
       let offsetY = 0;
       for (const file of files) {
-        const imageUrl = URL.createObjectURL(file);
+        const imageUrl = trackObjectUrl(file);
         addImageNode(imageUrl, file.name, {
           x: dropPosition.x + offsetX,
           y: dropPosition.y + offsetY,
@@ -2103,7 +2129,7 @@ function CanvasPage({
       let offsetX = 0;
       let offsetY = 0;
       for (const file of files) {
-        const imageUrl = URL.createObjectURL(file);
+        const imageUrl = trackObjectUrl(file);
         addImageNode(imageUrl, file.name, {
           x: sourceNode.position.x + sourceNode.size.width + 40 + offsetX,
           y: sourceNode.position.y + offsetY,
@@ -4470,6 +4496,7 @@ function CanvasPage({
                       progress={imageNodeProgress}
                       status={imageTaskState?.status || "running"}
                       message={imageTaskState?.message || "图片生成中"}
+                      expectedDurationMs={DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS}
                     />
                   ) : null}
                   {imageNodeFocusActive && imageFocusSelectionReady ? (
@@ -4844,6 +4871,7 @@ function CanvasPage({
                       progress={videoNodeProgress}
                       status={videoTaskState?.status || "running"}
                       message={videoTaskState?.message || "视频生成中"}
+                      expectedDurationMs={DEFAULT_VIDEO_GENERATION_EXPECTED_DURATION_MS}
                     />
                   ) : null}
                   {renderConnectorButton({ kind: "video", nodeId: videoNode.id, side: "left", slot: "center" }, "studio-canvas-video-node__connector")}
@@ -5279,7 +5307,7 @@ function CanvasPage({
                             onChange={(event) => {
                               const file = event.target.files?.[0];
                               if (!file) return;
-                              setAssetCoverUrl(URL.createObjectURL(file));
+                              setAssetCoverUrl(trackObjectUrl(file));
                               setCoverSourceOpen(false);
                             }}
                           />

src/features/canvas/CanvasSmoothedProgressRing.tsx

@@ -1,4 +1,8 @@
-import { useSmoothedProgress } from "../../hooks/useSmoothedProgress";
+import {
+  DEFAULT_GENERATION_EXPECTED_DURATION_MS,
+  useSmoothedProgress,
+  type ProgressSource,
+} from "../../hooks/useSmoothedProgress";
 import { canvasGenerationProgressStyle } from "./canvasUtils";
 
 type NodeGenStatus = "submitting" | "running" | "success" | "error";
@@ -7,10 +11,24 @@ interface CanvasSmoothedProgressRingProps {
   progress: number;
   status: NodeGenStatus;
   message?: string;
+  progressSource?: ProgressSource;
+  startedAt?: number | string | Date | null;
+  expectedDurationMs?: number | null;
 }
 
-export function CanvasSmoothedProgressRing({ progress, status, message }: CanvasSmoothedProgressRingProps) {
-  const smoothed = useSmoothedProgress(progress, status);
+export function CanvasSmoothedProgressRing({
+  progress,
+  status,
+  message,
+  progressSource = "estimated",
+  startedAt,
+  expectedDurationMs = DEFAULT_GENERATION_EXPECTED_DURATION_MS,
+}: CanvasSmoothedProgressRingProps) {
+  const smoothed = useSmoothedProgress(progress, status, {
+    progressSource,
+    startedAt,
+    expectedDurationMs,
+  });
   return (
     <div
       className="studio-canvas-node-generation-progress"
@@ -18,7 +36,10 @@ export function CanvasSmoothedProgressRing({ progress, status, message }: Canvas
       aria-live="polite"
       style={canvasGenerationProgressStyle(smoothed)}
     >
-      <span className="studio-canvas-node-generation-progress__ring" aria-hidden="true" />
+      <span
+        className="studio-canvas-node-generation-progress__ring"
+        aria-hidden="true"
+      />
       <strong>{message}</strong>
       <em>{smoothed}%</em>
     </div>

src/features/canvas/canvasUtils.ts

@@ -252,28 +252,60 @@ export function blobToDataUrl(blob: Blob) {
   });
 }
 
-export async function waitForImageTaskResult(taskId: string, onStatus?: (status: AiTaskStatus) => void) {
+export async function waitForImageTaskResult(
+  taskId: string,
+  onStatus?: (status: AiTaskStatus) => void,
+  abortRef?: { current: boolean },
+) {
   const resultUrl = await waitForTask(taskId, {
     kind: "image",
+    abortRef,
     onProgress: (e) => {
       if (onStatus) {
-        onStatus({ taskId, status: e.status, progress: e.progress, resultUrl: e.resultUrl ?? undefined, error: e.error ?? undefined } as AiTaskStatus);
+        onStatus({
+          taskId,
+          status: e.status,
+          progress: e.progress,
+          progressSource: e.progressSource,
+          stage: e.stage,
+          startedAt: e.startedAt,
+          expectedDurationMs: e.expectedDurationMs,
+          resultUrl: e.resultUrl ?? undefined,
+          error: e.error ?? undefined,
+        } as AiTaskStatus);
       }
     },
   });
+  if (abortRef?.current) return "";
   if (!resultUrl) throw new Error("生成任务已完成，但服务器没有返回结果地址，请稍后重试");
   return resultUrl;
 }
 
-export async function waitForVideoTaskResult(taskId: string, onStatus?: (status: AiTaskStatus) => void) {
+export async function waitForVideoTaskResult(
+  taskId: string,
+  onStatus?: (status: AiTaskStatus) => void,
+  abortRef?: { current: boolean },
+) {
   const resultUrl = await waitForTask(taskId, {
     kind: "video",
+    abortRef,
     onProgress: (e) => {
       if (onStatus) {
-        onStatus({ taskId, status: e.status, progress: e.progress, resultUrl: e.resultUrl ?? undefined, error: e.error ?? undefined } as AiTaskStatus);
+        onStatus({
+          taskId,
+          status: e.status,
+          progress: e.progress,
+          progressSource: e.progressSource,
+          stage: e.stage,
+          startedAt: e.startedAt,
+          expectedDurationMs: e.expectedDurationMs,
+          resultUrl: e.resultUrl ?? undefined,
+          error: e.error ?? undefined,
+        } as AiTaskStatus);
       }
     },
   });
+  if (abortRef?.current) return "";
   if (!resultUrl) throw new Error("视频生成任务已完成，但服务器没有返回结果地址，请稍后重试");
   return resultUrl;
 }

src/features/canvas/useCanvasGeneration.ts

@@ -1,4 +1,4 @@
-import { type Dispatch, type SetStateAction, useEffect, useRef, useState } from "react";
+import { type Dispatch, type SetStateAction, useCallback, useEffect, useRef, useState } from "react";
 import type {
   CanvasImageGenerationState,
   CanvasImageNode,
@@ -66,6 +66,8 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
   const videoGenerationInFlightRef = useRef(new Set<string>());
   const textGenerationInFlightRef = useRef(new Set<string>());
   const textGenerationAbortControllersRef = useRef(new Map<string, AbortController>());
+  const imageGenerationAbortRef = useRef(new Map<string, { current: boolean }>());
+  const videoGenerationAbortRef = useRef(new Map<string, { current: boolean }>());
   const canvasGenKeepaliveRestoredRef = useRef(false);
 
   const setTextGenerationStatus = (nodeId: string, state: CanvasTextGenerationState) => {
@@ -80,6 +82,15 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
     setVideoGenerationState((current) => ({ ...current, [nodeId]: state }));
   };
 
+  const abortAllGenerationPollers = useCallback(() => {
+    textGenerationAbortControllersRef.current.forEach((c) => c.abort());
+    textGenerationAbortControllersRef.current.clear();
+    imageGenerationAbortRef.current.forEach((ref) => { ref.current = true; });
+    imageGenerationAbortRef.current.clear();
+    videoGenerationAbortRef.current.forEach((ref) => { ref.current = true; });
+    videoGenerationAbortRef.current.clear();
+  }, []);
+
   // Toast auto-dismiss
   useEffect(() => {
     if (!generationToast) return undefined;
@@ -103,11 +114,14 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
       }
       if (entry.nodeKind === "image") {
         imageGenerationInFlightRef.current.add(entry.nodeId);
+        const abortRef = { current: false };
+        imageGenerationAbortRef.current.set(entry.nodeId, abortRef);
         setImageGenerationStatus(entry.nodeId, { status: "running", message: "正在恢复图片生成", progress: 20 });
         void waitForImageTaskResult(entry.taskId, (status) => {
           const progress = Math.max(18, Math.min(status.status === "completed" ? 100 : 96, Math.trunc(status.progress || 0)));
           setImageGenerationStatus(entry.nodeId, { status: "running", message: "图片生成中", progress });
-        }).then(async (outputUrl) => {
+        }, abortRef).then(async (outputUrl) => {
+          if (abortRef.current || !outputUrl) return;
           removeCanvasGenKeepalive(entry.taskId);
           setImageGenerationStatus(entry.nodeId, { status: "success", message: "生成完成", progress: 100 });
           const ref = createCanvasAssetRefFromGeneratedResult({
@@ -128,18 +142,23 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
             ));
           }
         }).catch(() => {
+          if (abortRef.current) return;
           removeCanvasGenKeepalive(entry.taskId);
           setImageGenerationStatus(entry.nodeId, { status: "error", message: "图片生成失败" });
         }).finally(() => {
           imageGenerationInFlightRef.current.delete(entry.nodeId);
+          imageGenerationAbortRef.current.delete(entry.nodeId);
         });
       } else if (entry.nodeKind === "video") {
         videoGenerationInFlightRef.current.add(entry.nodeId);
+        const abortRef = { current: false };
+        videoGenerationAbortRef.current.set(entry.nodeId, abortRef);
         setVideoGenerationStatus(entry.nodeId, { status: "running", message: "正在恢复视频生成", progress: 20 });
         void waitForVideoTaskResult(entry.taskId, (status) => {
           const progress = Math.max(18, Math.min(status.status === "completed" ? 100 : 96, Math.trunc(status.progress || 0)));
           setVideoGenerationStatus(entry.nodeId, { status: "running", message: "视频生成中", progress });
-        }).then(async (outputUrl) => {
+        }, abortRef).then(async (outputUrl) => {
+          if (abortRef.current || !outputUrl) return;
           removeCanvasGenKeepalive(entry.taskId);
           setVideoGenerationStatus(entry.nodeId, { status: "success", message: "生成完成", progress: 100 });
           const ref = createCanvasAssetRefFromGeneratedResult({
@@ -160,18 +179,19 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
             ));
           }
         }).catch(() => {
+          if (abortRef.current) return;
           removeCanvasGenKeepalive(entry.taskId);
           setVideoGenerationStatus(entry.nodeId, { status: "error", message: "视频生成失败" });
         }).finally(() => {
           videoGenerationInFlightRef.current.delete(entry.nodeId);
+          videoGenerationAbortRef.current.delete(entry.nodeId);
         });
       }
     }
   };
 
   const resetGenerationState = () => {
-    textGenerationAbortControllersRef.current.forEach((c) => c.abort());
-    textGenerationAbortControllersRef.current.clear();
+    abortAllGenerationPollers();
     textGenerationInFlightRef.current.clear();
     imageGenerationInFlightRef.current.clear();
     videoGenerationInFlightRef.current.clear();
@@ -180,11 +200,18 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
     setVideoGenerationState({});
   };
 
+  // Stop all in-flight front-end polling/setState when the canvas unmounts (route change).
+  // Keepalive records are intentionally preserved so restoreKeepaliveTasks can resume on return.
+  useEffect(() => {
+    return () => {
+      abortAllGenerationPollers();
+    };
+  }, [abortAllGenerationPollers]);
+
   useEffect(() => {
     const handlePageHide = () => {
       cancelCanvasGenKeepaliveOnUnload();
-      textGenerationAbortControllersRef.current.forEach((controller) => controller.abort());
-      textGenerationAbortControllersRef.current.clear();
+      abortAllGenerationPollers();
       textGenerationInFlightRef.current.clear();
       imageGenerationInFlightRef.current.clear();
       videoGenerationInFlightRef.current.clear();
@@ -202,7 +229,7 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
       window.removeEventListener("pagehide", handlePageHide);
       window.removeEventListener("online", handleOnline);
     };
-  }, []);
+  }, [abortAllGenerationPollers]);
 
   return {
     textGenerationState,
@@ -214,6 +241,8 @@ export function useCanvasGeneration(params: UseCanvasGenerationParams) {
     videoGenerationInFlightRef,
     textGenerationInFlightRef,
     textGenerationAbortControllersRef,
+    imageGenerationAbortRef,
+    videoGenerationAbortRef,
     canvasGenKeepaliveRestoredRef,
     setTextGenerationStatus,
     setImageGenerationStatus,

src/features/character-mix/CharacterMixPage.tsx

@@ -281,6 +281,94 @@ function CharacterMixPage({
     }
   };
 
+  const clearCharacterAsset = () => {
+    if (characterPreview) URL.revokeObjectURL(characterPreview);
+    setCharacterFile("");
+    setCharacterPreview("");
+    setCharacterDataUrl("");
+    setFaceHint(null);
+    if (characterInputRef.current) characterInputRef.current.value = "";
+    setNotice("已移除人物图");
+  };
+
+  const clearReferenceVideo = () => {
+    if (videoPreview) URL.revokeObjectURL(videoPreview);
+    setVideoFile("");
+    setVideoPreview("");
+    setVideoDataUrl("");
+    if (videoInputRef.current) videoInputRef.current.value = "";
+    setNotice("已移除参考视频");
+  };
+
+  const characterMixSettingsPanel = (
+    <div className="studio-panel__section character-mix-settings-panel">
+      <div className="studio-panel__section-head">
+        <span className="studio-panel__section-title">迁移设置</span>
+      </div>
+      <div className="studio-panel__section-body">
+        <div className="character-mix-prompt-field">
+          <div className="studio-label">驱动提示词</div>
+          <textarea
+            value={promptInput}
+            onChange={(e) => setPromptInput(e.target.value)}
+            placeholder="保持角色原有服装，动作流畅自然"
+            rows={3}
+            maxLength={1000}
+          />
+        </div>
+        <div className="studio-toggle-row">
+          <div className="studio-toggle-row__copy">
+            <span className="studio-toggle-row__title">图像检测</span>
+            <span className="studio-toggle-row__desc">检测人物朝向</span>
+          </div>
+          <button type="button" className={`studio-toggle${checkImage ? " is-on" : ""}`} onClick={() => setCheckImage(!checkImage)}>
+            <span className="studio-toggle__thumb" />
+          </button>
+        </div>
+        {checkImage && characterPreview && faceHint && (
+          <div className={`character-mix-face-hint character-mix-face-hint--${faceHint}`}>
+            {faceHint === "analyzing" ? (
+              <>
+                <InfoCircleOutlined />
+                <span>正在分析人物图像...</span>
+              </>
+            ) : (
+              <>
+                <CheckCircleOutlined />
+                <span>图像已就绪，将自动检测人物面部朝向</span>
+              </>
+            )}
+          </div>
+        )}
+        <div className="studio-toggle-row">
+          <div className="studio-toggle-row__copy">
+            <span className="studio-toggle-row__title">水印输出</span>
+            <span className="studio-toggle-row__desc">含水印版本</span>
+          </div>
+          <button type="button" className={`studio-toggle${watermark ? " is-on" : ""}`} onClick={() => setWatermark(!watermark)}>
+            <span className="studio-toggle__thumb" />
+          </button>
+        </div>
+        <button type="button" className="studio-generate-btn" onClick={() => void handleCreateTask()} disabled={isCreating || !characterDataUrl || !videoDataUrl}>
+          {isCreating ? <LoadingOutlined /> : <PlayCircleOutlined />}
+          {isCreating ? "生成中..." : "开始迁移"}
+        </button>
+        {resultUrl && (
+          <div className="studio-result-actions">
+            <button type="button" onClick={() => void handleDownloadResult()} disabled={isDownloadingResult}>
+              <DownloadOutlined />
+              {isDownloadingResult ? "保存中" : "保存本地"}
+            </button>
+            <button type="button" onClick={() => void handleAddResultToAssets()} disabled={isSavingResultAsset}>
+              <InboxOutlined />
+              {isSavingResultAsset ? "加入中" : "加入资产库"}
+            </button>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+
   return (
     <section className="image-workbench-page character-mix-page" aria-label="角色迁移">
       <header className="image-workbench-topbar">
@@ -339,8 +427,10 @@ function CharacterMixPage({
 
       <StudioToolLayout
         noTop
+        noRight
         leftPanel={
           <div
+            className="character-mix-source-panel"
             onDragOver={handleDragOver}
             onDragLeave={handleDragLeave}
             onDrop={handleDrop}
@@ -389,6 +479,20 @@ function CharacterMixPage({
                     <strong>{characterFile || "上传人物图"}</strong>
                     <small>单人正面或半身更稳定</small>
                   </span>
+                  {characterPreview ? (
+                    <button
+                      type="button"
+                      className="studio-upload-slot__remove"
+                      aria-label="移除人物图"
+                      onClick={(event) => {
+                        event.preventDefault();
+                        event.stopPropagation();
+                        clearCharacterAsset();
+                      }}
+                    >
+                      <DeleteOutlined />
+                    </button>
+                  ) : null}
                 </label>
               </div>
             </div>
@@ -427,9 +531,24 @@ function CharacterMixPage({
                     <strong>{videoFile || "上传参考视频"}</strong>
                     <small>MP4 / MOV / AVI</small>
                   </span>
+                  {videoPreview ? (
+                    <button
+                      type="button"
+                      className="studio-upload-slot__remove"
+                      aria-label="移除参考视频"
+                      onClick={(event) => {
+                        event.preventDefault();
+                        event.stopPropagation();
+                        clearReferenceVideo();
+                      }}
+                    >
+                      <DeleteOutlined />
+                    </button>
+                  ) : null}
                 </label>
               </div>
             </div>
+            {characterMixSettingsPanel}
           </div>
         }
         canvas={
@@ -480,80 +599,6 @@ function CharacterMixPage({
             </div>
           )
         }
-        rightPanel={
-          <div className="studio-panel__section">
-            <div className="studio-panel__section-head">
-              <span className="studio-panel__section-title">迁移设置</span>
-            </div>
-            <div className="studio-panel__section-body">
-              <div style={{ marginBottom: 10 }}>
-                <div className="studio-label" style={{ fontSize: 11, color: "var(--fg-muted, #999)", marginBottom: 4 }}>驱动提示词</div>
-                <textarea
-                  value={promptInput}
-                  onChange={(e) => setPromptInput(e.target.value)}
-                  placeholder="保持角色原有服装，动作流畅自然"
-                  rows={3}
-                  maxLength={1000}
-                  style={{
-                    width: "100%", resize: "vertical", background: "var(--bg-elevated, #1a1a1a)",
-                    border: "1px solid var(--border-subtle, #333)", borderRadius: 6,
-                    padding: "6px 8px", fontSize: 12, color: "var(--fg-body, #eee)",
-                    fontFamily: "inherit", outline: "none", boxSizing: "border-box",
-                  }}
-                />
-              </div>
-              <div className="studio-toggle-row">
-                <div className="studio-toggle-row__copy">
-                  <span className="studio-toggle-row__title">图像检测</span>
-                  <span className="studio-toggle-row__desc">检测人物朝向</span>
-                </div>
-                <button type="button" className={`studio-toggle${checkImage ? " is-on" : ""}`} onClick={() => setCheckImage(!checkImage)}>
-                  <span className="studio-toggle__thumb" />
-                </button>
-              </div>
-              {checkImage && characterPreview && faceHint && (
-                <div className={`character-mix-face-hint character-mix-face-hint--${faceHint}`}>
-                  {faceHint === "analyzing" ? (
-                    <>
-                      <InfoCircleOutlined />
-                      <span>正在分析人物图像...</span>
-                    </>
-                  ) : (
-                    <>
-                      <CheckCircleOutlined />
-                      <span>图像已就绪，将自动检测人物面部朝向</span>
-                    </>
-                  )}
-                </div>
-              )}
-              <div className="studio-toggle-row">
-                <div className="studio-toggle-row__copy">
-                  <span className="studio-toggle-row__title">水印输出</span>
-                  <span className="studio-toggle-row__desc">含水印版本</span>
-                </div>
-                <button type="button" className={`studio-toggle${watermark ? " is-on" : ""}`} onClick={() => setWatermark(!watermark)}>
-                  <span className="studio-toggle__thumb" />
-                </button>
-              </div>
-              <button type="button" className="studio-generate-btn" onClick={() => void handleCreateTask()} disabled={isCreating || !characterDataUrl || !videoDataUrl}>
-                {isCreating ? <LoadingOutlined /> : <PlayCircleOutlined />}
-                {isCreating ? "生成中..." : "开始迁移"}
-              </button>
-              {resultUrl && (
-                <div className="studio-result-actions">
-                  <button type="button" onClick={() => void handleDownloadResult()} disabled={isDownloadingResult}>
-                    <DownloadOutlined />
-                    {isDownloadingResult ? "保存中" : "保存本地"}
-                  </button>
-                  <button type="button" onClick={() => void handleAddResultToAssets()} disabled={isSavingResultAsset}>
-                    <InboxOutlined />
-                    {isSavingResultAsset ? "加入中" : "加入资产库"}
-                  </button>
-                </div>
-              )}
-            </div>
-          </div>
-        }
         statusBar={
           <>
             <span className="studio-status-bar__badge studio-status-bar__badge--idle">就绪</span>

src/features/digital-human/DigitalHumanPage.tsx

@@ -206,6 +206,24 @@ function DigitalHumanPage({
     }
   };
 
+  const clearImageAsset = () => {
+    if (imagePreview) URL.revokeObjectURL(imagePreview);
+    setImageName("");
+    setImageFile(null);
+    setImagePreview("");
+    if (imageInputRef.current) imageInputRef.current.value = "";
+    setNotice("已移除参考人像");
+  };
+
+  const clearAudioAsset = () => {
+    if (audioPreview) URL.revokeObjectURL(audioPreview);
+    setAudioName("");
+    setAudioFile(null);
+    setAudioPreview("");
+    if (audioInputRef.current) audioInputRef.current.value = "";
+    setNotice("已移除音频源");
+  };
+
   const handleDownloadResult = async () => {
     if (!resultVideoUrl || isDownloadingResult) return;
     setIsDownloadingResult(true);
@@ -418,6 +436,76 @@ function DigitalHumanPage({
     }
   };
 
+  const digitalHumanSettingsPanel = (
+    <div className="studio-panel__section digital-human-settings-panel">
+      <div className="studio-panel__section-head">
+        <span className="studio-panel__section-title">参数</span>
+      </div>
+      <div className="studio-panel__section-body">
+        <div className="digital-human-prompt-field">
+          <div className="studio-label">提示词</div>
+          <textarea
+            value={promptInput}
+            onChange={(e) => setPromptInput(e.target.value)}
+            placeholder="例如：自然微笑，边说边轻微点头"
+            rows={3}
+            maxLength={2500}
+          />
+        </div>
+        <div className="studio-toggle-row">
+          <div className="studio-toggle-row__copy">
+            <span className="studio-toggle-row__title">去水印</span>
+            <span className="studio-toggle-row__desc">生成无水印预览</span>
+          </div>
+          <button type="button" className={`studio-toggle${!watermark ? " is-on" : ""}`} onClick={() => setWatermark(!watermark)}>
+            <span className="studio-toggle__thumb" />
+          </button>
+        </div>
+        <div className="studio-toggle-row">
+          <div className="studio-toggle-row__copy">
+            <span className="studio-toggle-row__title">保留原声</span>
+            <span className="studio-toggle-row__desc">音频作为驱动源</span>
+          </div>
+          <button type="button" className={`studio-toggle${keepOriginalAudio ? " is-on" : ""}`} onClick={() => setKeepOriginalAudio(!keepOriginalAudio)}>
+            <span className="studio-toggle__thumb" />
+          </button>
+        </div>
+        <button type="button" className="studio-generate-btn" onClick={() => void handleCreateTask()} disabled={isCreating || !imageFile || !audioFile}>
+          <PlayCircleOutlined />
+          {isCreating ? "生成中..." : "开始生成"}
+        </button>
+        {isCreating && (
+          <button type="button" className="studio-generate-btn digital-human-cancel-btn" onClick={handleCancel} aria-label="取消生成任务">
+            <CloseCircleOutlined />
+            取消生成
+          </button>
+        )}
+        {resultVideoUrl && (
+          <button type="button" className="studio-generate-btn" onClick={() => {
+            setResultVideoUrl("");
+            setActiveTaskId("");
+            setTaskProgress(0);
+            setNotice("已清空工作区");
+          }}>
+            清空
+          </button>
+        )}
+        {resultVideoUrl && (
+          <div className="studio-result-actions">
+            <button type="button" onClick={() => void handleDownloadResult()} disabled={isDownloadingResult}>
+              <DownloadOutlined />
+              {isDownloadingResult ? "保存中" : "保存本地"}
+            </button>
+            <button type="button" onClick={() => void handleAddResultToAssets()} disabled={isSavingResultAsset}>
+              <InboxOutlined />
+              {isSavingResultAsset ? "加入中" : "加入资产库"}
+            </button>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+
   return (
     <section className="image-workbench-page digital-human-page" aria-label="数字人">
       <header className="image-workbench-topbar">
@@ -476,8 +564,10 @@ function DigitalHumanPage({
 
       <StudioToolLayout
         noTop
+        noRight
         leftPanel={
           <div
+            className="digital-human-source-panel"
             onDragOver={handleDragOver}
             onDragLeave={handleDragLeave}
             onDrop={handleDrop}
@@ -523,6 +613,20 @@ function DigitalHumanPage({
                     <strong>{imageName || "上传参考图"}</strong>
                     <small>PNG / JPG / WEBP</small>
                   </span>
+                  {imagePreview ? (
+                    <button
+                      type="button"
+                      className="studio-upload-slot__remove"
+                      aria-label="移除参考人像"
+                      onClick={(event) => {
+                        event.preventDefault();
+                        event.stopPropagation();
+                        clearImageAsset();
+                      }}
+                    >
+                      <DeleteOutlined />
+                    </button>
+                  ) : null}
                 </label>
               </div>
             </div>
@@ -558,10 +662,26 @@ function DigitalHumanPage({
                     <strong>{audioName || "上传音频"}</strong>
                     <small>MP3 / WAV / M4A，建议 5 分钟内</small>
                   </span>
+                  {audioPreview ? (
+                    <button
+                      type="button"
+                      className="studio-upload-slot__remove"
+                      aria-label="移除音频源"
+                      onClick={(event) => {
+                        event.preventDefault();
+                        event.stopPropagation();
+                        clearAudioAsset();
+                      }}
+                    >
+                      <DeleteOutlined />
+                    </button>
+                  ) : null}
                 </label>
                 {audioPreview ? <audio src={audioPreview} controls className="studio-audio-preview" /> : null}
               </div>
             </div>
+
+            {digitalHumanSettingsPanel}
           </div>
         }
         canvas={
@@ -596,83 +716,6 @@ function DigitalHumanPage({
             </div>
           )
         }
-        rightPanel={
-          <>
-          <div className="studio-panel__section">
-            <div className="studio-panel__section-head">
-              <span className="studio-panel__section-title">参数</span>
-            </div>
-            <div className="studio-panel__section-body">
-              <div style={{ marginBottom: 8 }}>
-                <div className="studio-label" style={{ fontSize: 11, color: "var(--fg-muted, #999)", marginBottom: 4 }}>提示词</div>
-                <textarea
-                  value={promptInput}
-                  onChange={(e) => setPromptInput(e.target.value)}
-                  placeholder="例如：自然微笑，边说边轻微点头"
-                  rows={3}
-                  maxLength={2500}
-                  style={{
-                    width: "100%", resize: "vertical", background: "var(--bg-elevated, #1a1a1a)",
-                    border: "1px solid var(--border-subtle, #333)", borderRadius: 6,
-                    padding: "6px 8px", fontSize: 12, color: "var(--fg-body, #eee)",
-                    fontFamily: "inherit", outline: "none", boxSizing: "border-box",
-                  }}
-                />
-              </div>
-              <div className="studio-toggle-row">
-                <div className="studio-toggle-row__copy">
-                  <span className="studio-toggle-row__title">去水印</span>
-                  <span className="studio-toggle-row__desc">生成无水印预览</span>
-                </div>
-                <button type="button" className={`studio-toggle${!watermark ? " is-on" : ""}`} onClick={() => setWatermark(!watermark)}>
-                  <span className="studio-toggle__thumb" />
-                </button>
-              </div>
-              <div className="studio-toggle-row">
-                <div className="studio-toggle-row__copy">
-                  <span className="studio-toggle-row__title">保留原声</span>
-                  <span className="studio-toggle-row__desc">音频作为驱动源</span>
-                </div>
-                <button type="button" className={`studio-toggle${keepOriginalAudio ? " is-on" : ""}`} onClick={() => setKeepOriginalAudio(!keepOriginalAudio)}>
-                  <span className="studio-toggle__thumb" />
-                </button>
-              </div>
-              <button type="button" className="studio-generate-btn" onClick={() => void handleCreateTask()} disabled={isCreating || !imageFile || !audioFile}>
-                <PlayCircleOutlined />
-                {isCreating ? "生成中..." : "开始生成"}
-              </button>
-              {isCreating && (
-                <button type="button" className="studio-generate-btn digital-human-cancel-btn" onClick={handleCancel} aria-label="取消生成任务">
-                  <CloseCircleOutlined />
-                  取消生成
-                </button>
-              )}
-              {resultVideoUrl && (
-                <button type="button" className="studio-generate-btn" onClick={() => {
-                  setResultVideoUrl("");
-                  setActiveTaskId("");
-                  setTaskProgress(0);
-                  setNotice("已清空工作区");
-                }}>
-                  清空
-                </button>
-              )}
-              {resultVideoUrl && (
-                <div className="studio-result-actions">
-                  <button type="button" onClick={() => void handleDownloadResult()} disabled={isDownloadingResult}>
-                    <DownloadOutlined />
-                    {isDownloadingResult ? "保存中" : "保存本地"}
-                  </button>
-                  <button type="button" onClick={() => void handleAddResultToAssets()} disabled={isSavingResultAsset}>
-                    <InboxOutlined />
-                    {isSavingResultAsset ? "加入中" : "加入资产库"}
-                  </button>
-                </div>
-              )}
-            </div>
-          </div>
-          </>
-        }
         statusBar={
           <>
             <span className="studio-status-bar__badge studio-status-bar__badge--running">预览</span>

src/features/ecommerce/EcommerceProgressBar.tsx

@@ -1,4 +1,9 @@
-import { useSmoothedProgress } from "../../hooks/useSmoothedProgress";
+import { useRef } from "react";
+import {
+  DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS,
+  formatEstimatedRemainingLabel,
+  useSmoothedProgress,
+} from "../../hooks/useSmoothedProgress";
 
 interface EcommerceProgressBarProps {
   status: "idle" | "generating" | "done" | "failed" | string;
@@ -12,19 +17,42 @@ function mapStatus(status: string): "running" | "completed" | "failed" {
   return "running";
 }
 
-export function EcommerceProgressBar({ status, label }: EcommerceProgressBarProps) {
-  const progress = mapStatus(status) === "running" ? 50 : 100;
-  const smoothed = useSmoothedProgress(progress, mapStatus(status));
+export function EcommerceProgressBar({
+  status,
+  label,
+}: EcommerceProgressBarProps) {
+  const startedAtRef = useRef(Date.now());
+  const mappedStatus = mapStatus(status);
+  const progress = mappedStatus === "running" ? 50 : 100;
+  const smoothed = useSmoothedProgress(progress, mappedStatus, {
+    progressSource: mappedStatus === "running" ? "estimated" : "real",
+    startedAt: startedAtRef.current,
+    expectedDurationMs: DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS,
+  });
+  const remainingLabel =
+    mappedStatus === "running"
+      ? formatEstimatedRemainingLabel({
+          nowMs: Date.now(),
+          startedAt: startedAtRef.current,
+          expectedDurationMs: DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS,
+        })
+      : null;
 
   if (status === "idle") return null;
 
   return (
     <div className="ecommerce-progress-bar">
-      <span className="ecommerce-progress-bar__label">{label || "AI 正在生成"}</span>
+      <span className="ecommerce-progress-bar__label">
+        {label || "AI 正在生成"}
+        {remainingLabel ? ` / ${remainingLabel}` : ""}
+      </span>
       <div className="ecommerce-progress-bar__track">
-        <div className="ecommerce-progress-bar__fill" style={{ width: `${smoothed}%` }} />
+        <div
+          className="ecommerce-progress-bar__fill"
+          style={{ width: `${smoothed}%` }}
+        />
       </div>
       <span className="ecommerce-progress-bar__value">{smoothed}%</span>
     </div>
   );
-}
+}

src/features/home/HomePage.tsx

@@ -13,13 +13,11 @@ import "../../styles/pages/home.css";
 import WelcomeSplash from "./WelcomeSplash";
 import ToolboxSection from "./ToolboxSection";
 import ScriptReviewShowcase from "./ScriptReviewShowcase";
-import ModelGenerationShowcase from "./ModelGenerationShowcase";
 
 const [heroImage1, heroImage2, heroImage3] = ossAssets.home.heroSlides;
 const {
   ecommerce: featureEcommerceImage,
   script: featureScriptImage,
-  token: featureTokenImage,
 } = ossAssets.home.features;
 
 interface HomePageProps {
@@ -42,16 +40,6 @@ const HOME_CAROUSEL_IMAGES = [
 ];
 
 const HOME_FEATURES = [
-  {
-    key: "model",
-    eyebrow: "AI Generation",
-    title: "模型生成",
-    description: "通过AI模型生成文本、图片、视频，三种模式覆盖全内容类型，Agent对话式交互智能产出。",
-    imageUrl: featureTokenImage,
-    actionLabel: "开始生成",
-    icon: <ThunderboltOutlined />,
-    stats: ["文本生成", "图片生成", "视频生成"],
-  },
   {
     key: "ecommerce",
     eyebrow: "AI Commerce",
@@ -184,10 +172,18 @@ function getHomeCarouselCardStyle(offset: number): CSSProperties {
   const depth = Math.abs(offset);
   const direction = Math.sign(offset);
   const isActive = depth === 0;
-  const xByDepth = [0, 190, 320, 430, 520, 590];
+  const xByDepth = [
+    "0px",
+    "clamp(52px, 13.5vw, 198px)",
+    "clamp(90px, 22.5vw, 334px)",
+    "clamp(122px, 30.5vw, 448px)",
+    "clamp(148px, 37vw, 542px)",
+    "clamp(170px, 42vw, 614px)",
+  ];
   const yByDepth = [8, -2, -8, -13, -18, -24];
   const scaleByDepth = [1, 1, 1, 1, 1, 1];
-  const x = direction * (xByDepth[depth] ?? xByDepth[xByDepth.length - 1]!);
+  const xDistance = xByDepth[depth] ?? xByDepth[xByDepth.length - 1]!;
+  const x = direction < 0 ? `calc(0px - ${xDistance})` : xDistance;
   const y = yByDepth[depth] ?? yByDepth[yByDepth.length - 1]!;
   const z = isActive ? 90 : 28 - depth;
   const scale = scaleByDepth[depth] ?? scaleByDepth[scaleByDepth.length - 1]!;
@@ -196,7 +192,7 @@ function getHomeCarouselCardStyle(offset: number): CSSProperties {
     "--apple-card-offset": offset,
     "--apple-card-depth": depth,
     "--apple-card-z": 80 - depth,
-    "--apple-card-x": `${x}px`,
+    "--apple-card-x": x,
     "--apple-card-y": `${y}px`,
     "--apple-card-z-offset": `${z}px`,
     "--apple-card-rotate-y": "0deg",
@@ -612,15 +608,24 @@ function HomePage({ onOpenGenerate, onStartOnboarding, onOpenCanvas, onOpenEcomm
           <div className="omni-home__actions" aria-label="首页入口">
             <button type="button" className="omni-home__entry" onClick={onStartOnboarding || onOpenGenerate}>
               <PlusOutlined />
-              <span>新手</span>
+              <span>
+                快速生成
+                <small>新手友好</small>
+              </span>
             </button>
             <button type="button" className="omni-home__entry omni-home__entry--primary" onClick={onOpenCanvas || onOpenGenerate}>
               <PlayCircleOutlined />
-              <span>老手</span>
+              <span>
+                专业创作
+                <small>画布工作流</small>
+              </span>
             </button>
             <button type="button" className="omni-home__entry" onClick={onOpenEcommerce}>
               <ShoppingOutlined />
-              <span>电商</span>
+              <span>
+                电商出图
+                <small>商品视觉</small>
+              </span>
             </button>
           </div>
         </section>
@@ -629,7 +634,7 @@ function HomePage({ onOpenGenerate, onStartOnboarding, onOpenCanvas, onOpenEcomm
       <main className="omni-home__feature-pages" aria-label="OmniAI 功能介绍">
         {HOME_FEATURES.map((feature, index) => (
           <section key={feature.key} className={`omni-home__feature-page is-${feature.key}${index % 2 ? " is-alt" : ""}`}>
-            {feature.key !== "script" && feature.key !== "model" && feature.key !== "ecommerce" ? (
+            {feature.key !== "script" && feature.key !== "ecommerce" ? (
               <div className="omni-home__feature-copy">
                 <span>
                   {feature.icon}
@@ -643,18 +648,16 @@ function HomePage({ onOpenGenerate, onStartOnboarding, onOpenCanvas, onOpenEcomm
                 </button>
               </div>
             ) : null}
-            <div className="omni-home__feature-visual" aria-hidden={feature.key !== "script" && feature.key !== "model" && feature.key !== "ecommerce"}>
+            <div className="omni-home__feature-visual" aria-hidden={feature.key !== "script" && feature.key !== "ecommerce"}>
               {feature.key === "script" ? (
                 <ScriptReviewShowcase />
-              ) : feature.key === "model" ? (
-                <ModelGenerationShowcase />
               ) : feature.key === "ecommerce" ? (
                 <EcommerceFeatureShowcase />
               ) : (
                 <img src={feature.imageUrl} alt="" />
               )}
             </div>
-            {feature.key !== "script" && feature.key !== "model" && feature.key !== "ecommerce" ? (
+            {feature.key !== "script" && feature.key !== "ecommerce" ? (
               <div className="omni-home__feature-stats" aria-hidden="true">
                 {feature.stats.map((item) => (
                   <span key={item}>{item}</span>

src/features/image-workbench/ImageWorkbenchPage.tsx

@@ -609,6 +609,20 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
     </div>
   );
 
+  const handleRemoveWorkbenchResult = (index: number) => {
+    setResultImages((current) => {
+      const next = current.filter((_, imageIndex) => imageIndex !== index);
+      if (next.length) {
+        saveToolTaskState("imagewb", { taskId: taskIdRef.current || "", resultUrl: next[0], status: "完成", progress: 100 });
+        setStatus(`已移除生成图，剩余 ${next.length} 张`);
+      } else {
+        clearToolTaskState("imagewb");
+        setStatus("已移除生成图");
+      }
+      return next;
+    });
+  };
+
   const handleGenerate = async () => {
     if (!referenceImages.length && !prompt.trim()) {
       setStatus("请先上传参考图或输入提示词");
@@ -797,7 +811,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
                     aria-label="删除局部重绘素材"
                     onClick={handleRemoveInpaintImage}
                   >
-                    ×
+                    <DeleteOutlined />
                   </button>
                 ) : null}
               </div>
@@ -830,7 +844,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
               </label>
             </section>
 
-            <section className="image-workbench-control-card">
+            <section className="image-workbench-control-card image-workbench-inpaint-params-card">
               <h3>参数</h3>
               <span className="image-workbench-field-label">输出分辨率</span>
               <div className="image-workbench-segmented">
@@ -842,7 +856,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
               </div>
             </section>
 
-            <section className="image-workbench-control-card">
+            <section className="image-workbench-control-card image-workbench-inpaint-prompt-card">
               <h3>提示词</h3>
               <textarea
                 className="image-workbench-prompt"
@@ -967,7 +981,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
       ) : activeTool === "camera" ? (
         <main className="image-workbench-layout image-workbench-layout--camera">
           <aside className="image-workbench-panel image-workbench-panel--left">
-            <section className="image-workbench-control-card">
+            <section className="image-workbench-control-card image-workbench-camera-material">
               <div className="image-workbench-section-title">
                 <h3>素材</h3>
                 <span>{cameraImage ? "已导入" : "待上传"}</span>
@@ -997,7 +1011,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
                     aria-label="删除镜头参考图"
                     onClick={handleRemoveCameraImage}
                   >
-                    ×
+                    <DeleteOutlined />
                   </button>
                 ) : null}
               </div>
@@ -1248,7 +1262,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
                       aria-label={`删除参考图 ${index + 1}`}
                       onClick={() => handleRemoveReferenceImage(index)}
                     >
-                      ×
+                      <DeleteOutlined />
                     </button>
                   </div>
                 ))}
@@ -1282,7 +1296,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
                     aria-label="删除参考图"
                     onClick={() => handleRemoveReferenceImage(0)}
                   >
-                    ×
+                    <DeleteOutlined />
                   </button>
                 ) : null}
               </div>
@@ -1300,7 +1314,7 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
             </div>
           </section>
 
-          <section className="image-workbench-control-card">
+          <section className="image-workbench-control-card image-workbench-output-card">
             <h3>输出</h3>
             <span className="image-workbench-field-label">尺寸</span>
             <div className="image-workbench-segmented">
@@ -1365,6 +1379,14 @@ function ImageWorkbenchPage({ initialTool = "workbench", onOpenMore, onSelectVie
             <div className="image-workbench-result-grid">
               {resultImages.map((url, i) => (
                 <div key={url} className="image-workbench-result-card">
+                  <button
+                    type="button"
+                    className="image-workbench-result-remove"
+                    aria-label={`移除生成结果 ${i + 1}`}
+                    onClick={() => handleRemoveWorkbenchResult(i)}
+                  >
+                    <DeleteOutlined />
+                  </button>
                   <a href={url} target="_blank" rel="noopener noreferrer" className="image-workbench-result-item">
                     <img src={url} alt={`生成结果 ${i + 1}`} />
                   </a>

src/features/more/MorePage.tsx

@@ -40,12 +40,14 @@ interface MoreTool {
 }
 
 const toolPreviewImages: Record<string, string> = {
+  workbench: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/static/toolbox/image-workbench-20260609132455.png",
   inpaint: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E5%B1%80%E9%83%A8%E9%87%8D%E7%BB%98.PNG",
   camera: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E9%95%9C%E5%A4%B4%E5%AE%9E%E9%AA%8C%E5%AE%A4.PNG",
   upscale: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E5%88%86%E8%BE%A8%E7%8E%87%E6%8F%90%E5%8D%87.PNG",
   watermarkRemoval: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E5%8E%BB%E6%B0%B4%E5%8D%B0.PNG",
   dialogGenerator: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E4%BA%A4%E4%BA%92%E5%BC%8F%E5%AF%B9%E8%AF%9D%E6%A1%86%E7%94%9F%E6%88%90%E5%99%A8.PNG",
   subtitleRemoval: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E5%AD%97%E5%B9%95%E5%8E%BB%E9%99%A4.PNG",
+  digitalHuman: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/static/toolbox/digital-human-20260609132455.png",
   characterMix: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E8%A7%92%E8%89%B2%E8%BF%81%E7%A7%BB.PNG",
   avatarConsole: "https://stringtest.oss-cn-hangzhou.aliyuncs.com/toolbox/images/%E6%95%B0%E5%AD%97%E4%BA%BA%E6%8E%A7%E5%88%B6%E5%8F%B0.PNG",
 };
@@ -345,11 +347,12 @@ function MorePage({ onSelectView, onOpenImageTool }: MorePageProps) {
                   key={tool.id}
                   type="button"
                   className={`more-card more-card--featured${getPreviewClassName(tool.id)}`}
-                  style={{ "--card-gradient": coreToolGradients[tool.id] ?? "linear-gradient(135deg, rgba(var(--accent-rgb), 0.12), rgba(var(--accent-rgb), 0.04))" } as CSSProperties}
+                  style={{
+                    "--card-gradient": coreToolGradients[tool.id] ?? "linear-gradient(135deg, rgba(var(--accent-rgb), 0.12), rgba(var(--accent-rgb), 0.04))",
+                  } as CSSProperties}
                   aria-label={`打开核心工具：${tool.title}，${tool.text}`}
                   onClick={() => openTool(tool)}
                 >
-                  <span className="more-card__featured-icon">{tool.icon}</span>
                   <div className="more-card__featured-body">
                     <span className="more-card__featured-kicker">{categoryLabels[tool.category]}</span>
                     <strong>{tool.title}</strong>
@@ -388,7 +391,6 @@ function MorePage({ onSelectView, onOpenImageTool }: MorePageProps) {
                     onClick={() => openTool(tool)}
                     disabled={!tool.ready}
                   >
-                    <span className="more-card__icon">{tool.icon}</span>
                     <span className="more-card__topline">
                       {tool.tags.slice(0, 2).map((tag) => (
                         <span key={tag}>{tag}</span>

src/features/resolution-upscale/ResolutionUpscalePage.tsx

@@ -439,7 +439,7 @@ function ResolutionUpscalePage({
               </button>
               {sourcePreview ? (
                 <button type="button" className="image-workbench-upload-remove" aria-label="删除素材" onClick={clearSource}>
-                  ×
+                  <DeleteOutlined />
                 </button>
               ) : null}
             </div>
@@ -459,13 +459,20 @@ function ResolutionUpscalePage({
           <section className="image-workbench-control-card">
             <h3>参数</h3>
             {mode === "image" ? (
-              <label className="image-workbench-select">
-                <span>放大倍数</span>
-                <select value={imageScale} onChange={(event) => setImageScale(event.target.value as ImageScale)}>
-                  <option value="2x">2x</option>
-                  <option value="4x">4x</option>
-                </select>
-              </label>
+              <div className="resolution-upscale-scale-options" role="radiogroup" aria-label="放大倍数">
+                {(["2x", "4x"] as ImageScale[]).map((scale) => (
+                  <button
+                    key={scale}
+                    type="button"
+                    className={`resolution-upscale-scale-option${imageScale === scale ? " is-active" : ""}`}
+                    aria-pressed={imageScale === scale}
+                    onClick={() => setImageScale(scale)}
+                  >
+                    <strong>{scale}</strong>
+                    <span>{scale === "2x" ? "日常清晰增强" : "高倍细节修复"}</span>
+                  </button>
+                ))}
+              </div>
             ) : (
               <>
                 <div className="resolution-upscale-style-chips">
@@ -548,6 +555,7 @@ function ResolutionUpscalePage({
                   resultLabel={resultPreview ? resultSizeText : "等待结果"}
                   sourceAlt="原图预览"
                   resultAlt="超分结果预览"
+                  aspectRatio={sourceDimensions ? `${sourceDimensions.width} / ${sourceDimensions.height}` : undefined}
                   onSourceLoad={(width, height) => setSourceDimensions({ width, height })}
                 />
                 {resultPreview && (

src/features/subtitle-removal/SubtitleRemovalPage.tsx

@@ -360,7 +360,7 @@ function SubtitleRemovalPage({
               </button>
               {sourcePreview ? (
                 <button type="button" className="image-workbench-upload-remove" aria-label="删除素材" onClick={clearSource}>
-                  ×
+                  <DeleteOutlined />
                 </button>
               ) : null}
             </div>

src/features/watermark-removal/WatermarkRemovalPage.tsx

@@ -339,7 +339,7 @@ function WatermarkRemovalPage({
               </button>
               {sourcePreview ? (
                 <button type="button" className="image-workbench-upload-remove" aria-label="删除素材" onClick={clearSource}>
-                  ×
+                  <DeleteOutlined />
                 </button>
               ) : null}
             </div>

src/features/workbench/ConversationSidebar.tsx

@@ -21,8 +21,22 @@ interface ConversationSidebarProps {
 }
 
 function formatRelativeTime(dateStr: string): string {
+  const relativeMatch = dateStr.trim().match(/^(\d+)\s*(s|sec|secs|second|seconds|m|min|mins|minute|minutes|h|hr|hrs|hour|hours|d|day|days|w|week|weeks|mo|month|months|y|yr|year|years)\s+ago$/i);
+  if (relativeMatch) {
+    const value = Number(relativeMatch[1]);
+    const unit = relativeMatch[2].toLowerCase();
+    if (unit.startsWith("s")) return "刚刚";
+    if (unit === "m" || unit.startsWith("min")) return `${value} 分钟前`;
+    if (unit === "h" || unit.startsWith("hr") || unit.startsWith("hour")) return `${value} 小时前`;
+    if (unit === "d" || unit.startsWith("day")) return `${value} 天前`;
+    if (unit === "w" || unit.startsWith("week")) return `${value} 周前`;
+    if (unit === "mo" || unit.startsWith("month")) return `${value} 个月前`;
+    if (unit === "y" || unit.startsWith("yr") || unit.startsWith("year")) return `${value} 年前`;
+  }
+
   const now = Date.now();
   const then = new Date(dateStr).getTime();
+  if (!Number.isFinite(then)) return dateStr;
   const diff = now - then;
   if (diff < 60_000) return "刚刚";
   if (diff < 3_600_000) return `${Math.floor(diff / 60_000)} 分钟前`;

src/features/workbench/ProjectSidebar.tsx

@@ -25,13 +25,26 @@ interface ProjectSidebarProps {
 }
 
 function formatRelativeTime(dateStr: string): string {
+  const relativeMatch = dateStr.trim().match(/^(\d+)\s*(s|sec|secs|second|seconds|m|min|mins|minute|minutes|h|hr|hrs|hour|hours|d|day|days|w|week|weeks|mo|month|months|y|yr|year|years)\s+ago$/i);
+  if (relativeMatch) {
+    const value = Number(relativeMatch[1]);
+    const unit = relativeMatch[2].toLowerCase();
+    if (unit.startsWith("s")) return "刚刚";
+    if (unit === "m" || unit.startsWith("min")) return `${value} 分钟前`;
+    if (unit === "h" || unit.startsWith("hr") || unit.startsWith("hour")) return `${value} 小时前`;
+    if (unit === "d" || unit.startsWith("day")) return `${value} 天前`;
+    if (unit === "w" || unit.startsWith("week")) return `${value} 周前`;
+    if (unit === "mo" || unit.startsWith("month")) return `${value} 个月前`;
+    if (unit === "y" || unit.startsWith("yr") || unit.startsWith("year")) return `${value} 年前`;
+  }
+
   const then = new Date(dateStr).getTime();
-  if (!Number.isFinite(then)) return "";
+  if (!Number.isFinite(then)) return dateStr;
   const diff = Date.now() - then;
-  if (diff < 60_000) return "just now";
-  if (diff < 3_600_000) return `${Math.floor(diff / 60_000)} min ago`;
-  if (diff < 86_400_000) return `${Math.floor(diff / 3_600_000)} h ago`;
-  if (diff < 604_800_000) return `${Math.floor(diff / 86_400_000)} d ago`;
+  if (diff < 60_000) return "刚刚";
+  if (diff < 3_600_000) return `${Math.floor(diff / 60_000)} 分钟前`;
+  if (diff < 86_400_000) return `${Math.floor(diff / 3_600_000)} 小时前`;
+  if (diff < 604_800_000) return `${Math.floor(diff / 86_400_000)} 天前`;
   return new Date(dateStr).toLocaleDateString("zh-CN");
 }
 

src/features/workbench/SmoothedProgressBar.tsx

@@ -1,4 +1,8 @@
-import { useSmoothedProgress } from "../../hooks/useSmoothedProgress";
+import {
+  DEFAULT_SUPER_RESOLUTION_EXPECTED_DURATION_MS,
+  useSmoothedProgress,
+  type ProgressSource,
+} from "../../hooks/useSmoothedProgress";
 
 type MessageStatus = "thinking" | "completed" | "failed" | string;
 
@@ -6,6 +10,9 @@ interface SmoothedProgressBarProps {
   progress: number;
   status: MessageStatus;
   label?: string;
+  progressSource?: ProgressSource;
+  startedAt?: number | string | Date | null;
+  expectedDurationMs?: number | null;
 }
 
 function mapMessageStatus(status: MessageStatus) {
@@ -15,8 +22,19 @@ function mapMessageStatus(status: MessageStatus) {
   return "running" as const;
 }
 
-export function SmoothedProgressBar({ progress, status, label }: SmoothedProgressBarProps) {
-  const smoothed = useSmoothedProgress(progress, mapMessageStatus(status));
+export function SmoothedProgressBar({
+  progress,
+  status,
+  label,
+  progressSource = "estimated",
+  startedAt,
+  expectedDurationMs = DEFAULT_SUPER_RESOLUTION_EXPECTED_DURATION_MS,
+}: SmoothedProgressBarProps) {
+  const smoothed = useSmoothedProgress(progress, mapMessageStatus(status), {
+    progressSource,
+    startedAt,
+    expectedDurationMs,
+  });
   return (
     <>
       <span>{label || "超分处理中..."}</span>

src/features/workbench/WorkbenchPage.tsx

@@ -40,6 +40,7 @@ import { useGenerationTasks } from "../../hooks/useGenerationTasks";
 
 import { conversationClient, type ConversationSummary } from "../../api/conversationClient";
 import { modelCapabilitiesClient } from "../../api/modelCapabilitiesClient";
+import { publicPricingClient, type PublicModelPrice } from "../../api/publicPricingClient";
 import type { CreatePreviewTaskInput } from "../../api/webGenerationGateway";
 import type { WebProjectSummary } from "../../types";
 import {
@@ -58,6 +59,8 @@ import {
 import { translateTaskError } from "../../utils/translateTaskError";
 import {
   buildLocalTimeoutMessage,
+  FALLBACK_TEXT_TOKEN_CREDIT_RATE,
+  formatTextTokenCreditRule,
   getTaskTimeoutPolicy,
   isTaskLocallyTimedOut,
 } from "../../utils/taskLifecycle";
@@ -69,7 +72,12 @@ import {
 import { isViduModel } from "../../utils/viduRouting";
 import { isPixverseModel } from "../../utils/pixverseRouting";
 import { resolveVideoRequestModel } from "../../utils/resolveVideoModel";
-import { calculateEnterpriseVideoCredits, ENTERPRISE_DEFAULT_VIDEO_MODEL } from "../../utils/enterpriseVideoPolicy";
+import {
+  calculateEnterpriseVideoCredits,
+  ENTERPRISE_DEFAULT_VIDEO_MODEL,
+  type EnterpriseVideoPricingConfig,
+} from "../../utils/enterpriseVideoPolicy";
+import { resolveTextTokenCreditRate } from "../../utils/modelPricing";
 import {
   getImageQualityOptionsForContext,
   getDefaultImageQuality,
@@ -278,6 +286,7 @@ function WorkbenchPage({
   const [messagePreviewAttachment, setMessagePreviewAttachment] = useState<ChatAttachment | null>(null);
   const [selectedPromptCase, setSelectedPromptCase] = useState<PromptCaseViewModel | null>(null);
   const [serverPromptCases, setServerPromptCases] = useState<PromptCaseViewModel[]>([]);
+  const [promptCaseStatus, setPromptCaseStatus] = useState<"loading" | "ready" | "error">("loading");
   const [promptCaseMeasuredRatios, setPromptCaseMeasuredRatios] = useState<Record<string, number>>({});
   const [mentionPanelPlacement, setMentionPanelPlacement] = useState<"above" | "below">("above");
   const [isGenerating, setIsGenerating] = useState(false);
@@ -403,9 +412,32 @@ function WorkbenchPage({
   const [videoQuality, setVideoQuality] = useState(() => getDefaultVideoQuality(VIDEO_MODEL_OPTIONS[0].value));
 
   const [chatModel, setChatModel] = useState(CHAT_MODEL_OPTIONS[0].value);
+  const [modelPrices, setModelPrices] = useState<PublicModelPrice[]>([]);
+  const [enterpriseVideoPricing, setEnterpriseVideoPricing] = useState<EnterpriseVideoPricingConfig | null>(null);
   const [thinkingSpeed, setThinkingSpeed] = useState(THINKING_SPEED_OPTIONS[0].value);
   const [thinkingDepth, setThinkingDepth] = useState(THINKING_DEPTH_OPTIONS[0].value);
 
+  useEffect(() => {
+    let cancelled = false;
+
+    publicPricingClient
+      .getPricing()
+      .then((pricing) => {
+        if (cancelled) return;
+        setModelPrices(pricing.modelPrices);
+        setEnterpriseVideoPricing(pricing.enterpriseVideoPricing);
+      })
+      .catch(() => {
+        if (cancelled) return;
+        setModelPrices([]);
+        setEnterpriseVideoPricing(null);
+      });
+
+    return () => {
+      cancelled = true;
+    };
+  }, []);
+
   useEffect(() => {
     let cancelled = false;
 
@@ -524,6 +556,10 @@ function WorkbenchPage({
   const videoQualityLabel = getVideoQualityLabel(videoModel, videoQuality);
 
   const imageSettingsSummary = `${imageRatio} / ${imageQuality}`;
+  const selectedChatTokenRate = useMemo(
+    () => resolveTextTokenCreditRate(modelPrices, chatModel) || FALLBACK_TEXT_TOKEN_CREDIT_RATE,
+    [chatModel, modelPrices],
+  );
   const billingEstimate = useMemo(() => {
     if (activeMode === "image") {
       return {
@@ -540,7 +576,7 @@ function WorkbenchPage({
           durationSeconds,
           muted: false,
           hasReferenceVideo: referenceItems.some((item) => item.kind === "video"),
-        });
+        }, enterpriseVideoPricing || undefined);
         return {
           label: `预计 ${formatCreditValue(credits)} 积分`,
           title: `${activeModel}，${videoQualityLabel}，${durationSeconds} 秒，预计 ${formatCreditValue(credits)} 积分`,
@@ -552,16 +588,20 @@ function WorkbenchPage({
         };
       }
     }
+    const textBillingPrefix =
+      selectedChatTokenRate.source === "server" ? "文本计费" : "服务端价格暂不可用，按默认预估";
     return {
       label: "按 Token 结算",
-      title: "文本对话按输入、输出 Token 实际用量结算，完成后显示本次积分",
+      title: `${textBillingPrefix}：${activeModel}，${formatTextTokenCreditRule(selectedChatTokenRate)}`,
     };
   }, [
     activeMode,
     activeModel,
     activeModelValue,
     imageSettingsSummary,
+    enterpriseVideoPricing,
     referenceItems,
+    selectedChatTokenRate,
     videoDuration,
     videoQuality,
     videoQualityLabel,
@@ -718,6 +758,7 @@ function WorkbenchPage({
 
   useEffect(() => {
     let cancelled = false;
+    setPromptCaseStatus("loading");
     communityClient
       .listApprovedCases({ limit: 100, tag: "生成页面社区", sort: "latest" })
       .then((items) => {
@@ -727,10 +768,12 @@ function WorkbenchPage({
             .map(communityCaseToPromptCase)
             .filter((item): item is PromptCaseViewModel => Boolean(item)),
         );
+        setPromptCaseStatus("ready");
       })
       .catch(() => {
         if (!cancelled) {
           setServerPromptCases([]);
+          setPromptCaseStatus("error");
         }
       });
 
@@ -3371,30 +3414,48 @@ function WorkbenchPage({
             <div className="wb-showcase__header">
               <h2>图片提示词案例</h2>
             </div>
-            <div className="wb-prompt-cases__grid">
-              {promptCaseDisplayItems.map((item, index) => {
-                const measuredRatio = promptCaseMeasuredRatios[item.id];
-                return (
-                  <button
-                    key={item.id}
-                    type="button"
-                    className={getPromptCaseCardClassName(item, index, measuredRatio)}
-                    onClick={() => setSelectedPromptCase(item)}
-                  >
-                    <img
-                      src={item.imageUrl}
-                      alt={item.title}
-                      loading="lazy"
-                      onLoad={(event) => handlePromptCaseImageLoad(item.id, event)}
-                    />
-                    <div>
-                      <strong>{item.title}</strong>
-                      <em>{item.author}</em>
-                    </div>
-                  </button>
-                );
-              })}
-            </div>
+            {promptCaseStatus === "loading" ? (
+              <div className="wb-prompt-cases__grid wb-prompt-cases__grid--skeleton" aria-label="图片提示词案例加载中">
+                {Array.from({ length: 8 }, (_, index) => (
+                  <span key={index} className={`wb-prompt-case-skeleton wb-prompt-case-skeleton--${index % 4}`} />
+                ))}
+              </div>
+            ) : promptCaseStatus === "error" ? (
+              <div className="wb-prompt-cases__state">
+                <strong>案例暂时没有加载成功</strong>
+                <span>你仍然可以直接输入提示词开始生成。</span>
+              </div>
+            ) : promptCaseDisplayItems.length === 0 ? (
+              <div className="wb-prompt-cases__state">
+                <strong>暂无可展示案例</strong>
+                <span>稍后会在这里展示社区精选提示词。</span>
+              </div>
+            ) : (
+              <div className="wb-prompt-cases__grid">
+                {promptCaseDisplayItems.map((item, index) => {
+                  const measuredRatio = promptCaseMeasuredRatios[item.id];
+                  return (
+                    <button
+                      key={item.id}
+                      type="button"
+                      className={getPromptCaseCardClassName(item, index, measuredRatio)}
+                      onClick={() => setSelectedPromptCase(item)}
+                    >
+                      <img
+                        src={item.imageUrl}
+                        alt={item.title}
+                        loading="lazy"
+                        onLoad={(event) => handlePromptCaseImageLoad(item.id, event)}
+                      />
+                      <div>
+                        <strong>{item.title}</strong>
+                        <em>{item.author}</em>
+                      </div>
+                    </button>
+                  );
+                })}
+              </div>
+            )}
           </section>
 
         </div>

src/features/workbench/components/WorkbenchChatCards.tsx

@@ -19,7 +19,13 @@ import { assetClient } from "../../../api/assetClient";
 import { communityClient } from "../../../api/communityClient";
 import { saveAssetToLocalLibrary } from "../../assets/localAssetStore";
 import { SmoothedProgressBar } from "../SmoothedProgressBar";
-import { useSmoothedProgress } from "../../../hooks/useSmoothedProgress";
+import {
+  DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS,
+  DEFAULT_SUPER_RESOLUTION_EXPECTED_DURATION_MS,
+  DEFAULT_VIDEO_GENERATION_EXPECTED_DURATION_MS,
+  formatEstimatedRemainingLabel,
+  useSmoothedProgress,
+} from "../../../hooks/useSmoothedProgress";
 import { renderMarkdownBlocks } from "../markdownRenderer";
 import { downloadResultAsset } from "../workbenchDownload";
 import type { WorkbenchChatAttachment, WorkbenchChatMessage, WorkbenchResultActionPayload } from "../workbenchChatTypes";
@@ -456,6 +462,8 @@ export const ResultCard = memo(function ResultCard({
               progress={message.taskProgress ?? 18}
               status={message.status || "thinking"}
               label={message.taskStatusLabel || "超分处理中..."}
+              progressSource="estimated"
+              expectedDurationMs={DEFAULT_SUPER_RESOLUTION_EXPECTED_DURATION_MS}
             />
           </div>
         ) : null}
@@ -575,7 +583,23 @@ export const GenerationPendingCard = memo(function GenerationPendingCard({
   const specs = message.result?.specs || [];
   const prompt = message.prompt || message.body;
   const isVideo = message.mode === "video";
-  const smoothed = useSmoothedProgress(message.taskProgress ?? 5, message.status === "thinking" ? "running" : "completed");
+  const expectedDurationMs = isVideo
+    ? DEFAULT_VIDEO_GENERATION_EXPECTED_DURATION_MS
+    : DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS;
+  const progressStatus = message.status === "thinking" ? "running" : "completed";
+  const smoothed = useSmoothedProgress(message.taskProgress ?? 5, progressStatus, {
+    progressSource: progressStatus === "running" ? "estimated" : "real",
+    startedAt: message.createdAt,
+    expectedDurationMs,
+  });
+  const remainingLabel = progressStatus === "running"
+    ? formatEstimatedRemainingLabel({
+        nowMs: Date.now(),
+        startedAt: message.createdAt,
+        expectedDurationMs,
+      })
+    : null;
+  const statusLabel = message.taskStatusLabel || (isVideo ? "视频生成中" : "图片生成中");
 
   return (
     <div className={`ai-generation-pending-card${isVideo ? " is-video" : " is-image"}`}>
@@ -590,7 +614,7 @@ export const GenerationPendingCard = memo(function GenerationPendingCard({
       </div>
       <div className="ai-generation-pending-card__meta">
         <div>
-          <strong>{message.taskStatusLabel || "Generating..."}</strong>
+          <strong>{remainingLabel ? `${statusLabel} / ${remainingLabel}` : statusLabel}</strong>
           <span>{prompt}</span>
         </div>
         {specs.length > 0 && (

src/hooks/useSmoothedProgress.test.ts

@@ -0,0 +1,49 @@
+import { describe, expect, it } from "../test/testHarness";
+
+import {
+  calculateEstimatedProgress,
+  formatEstimatedRemainingLabel,
+  resolveProgressStartedAt,
+} from "./useSmoothedProgress";
+
+describe("useSmoothedProgress helpers", () => {
+  it("calculates estimated progress from elapsed time with an easing curve", () => {
+    expect(
+      Math.round(
+        calculateEstimatedProgress({
+          nowMs: 220_000,
+          startedAtMs: 100_000,
+          expectedDurationMs: 120_000,
+        }),
+      ),
+    ).toBe(85);
+  });
+
+  it("caps estimated progress below completion", () => {
+    expect(
+      Math.round(
+        calculateEstimatedProgress({
+          nowMs: 900_000,
+          startedAtMs: 0,
+          expectedDurationMs: 120_000,
+        }),
+      ),
+    ).toBe(92);
+  });
+
+  it("parses local workbench timestamps", () => {
+    expect(resolveProgressStartedAt("2026-06-10 09:30")).toBe(
+      new Date(2026, 5, 10, 9, 30).getTime(),
+    );
+  });
+
+  it("formats remaining time for estimated tasks", () => {
+    expect(
+      formatEstimatedRemainingLabel({
+        nowMs: new Date(2026, 5, 10, 9, 30).getTime(),
+        startedAt: "2026-06-10 09:29",
+        expectedDurationMs: 120_000,
+      }),
+    ).toBe("预计还需 1 分钟");
+  });
+});

src/hooks/useSmoothedProgress.ts

@@ -1,6 +1,14 @@
 import { useEffect, useRef, useState } from "react";
 
-type ProgressStatus = "queued" | "running" | "submitting" | "completed" | "failed" | "success" | "error";
+type ProgressStatus =
+  | "queued"
+  | "running"
+  | "submitting"
+  | "completed"
+  | "failed"
+  | "success"
+  | "error";
+export type ProgressSource = "real" | "estimated";
 
 interface SmoothedProgressOptions {
   creepSpeed?: number;
@@ -8,6 +16,11 @@ interface SmoothedProgressOptions {
   creepCeiling?: number;
   creepAhead?: number;
   completionDuration?: number;
+  progressSource?: ProgressSource;
+  startedAt?: number | string | Date | null;
+  expectedDurationMs?: number | null;
+  estimatedFloor?: number;
+  estimatedCeiling?: number;
 }
 
 const DEFAULT_CREEP_SPEED = 0.5;
@@ -15,15 +28,109 @@ const DEFAULT_CHASE_RATE = 0.09;
 const DEFAULT_CREEP_CEILING = 97;
 const DEFAULT_CREEP_AHEAD = 25;
 const DEFAULT_COMPLETION_DURATION = 450;
+export const DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS = 120_000;
+export const DEFAULT_VIDEO_GENERATION_EXPECTED_DURATION_MS = 240_000;
+export const DEFAULT_SUPER_RESOLUTION_EXPECTED_DURATION_MS = 180_000;
+export const DEFAULT_GENERATION_EXPECTED_DURATION_MS =
+  DEFAULT_IMAGE_GENERATION_EXPECTED_DURATION_MS;
+const DEFAULT_ESTIMATED_FLOOR = 12;
+const DEFAULT_ESTIMATED_CEILING = 92;
+const ESTIMATED_PROGRESS_CURVE = 2.4;
+const MIN_EXPECTED_DURATION_MS = 1_000;
 
 function isTerminal(status: ProgressStatus): boolean {
-  return status === "completed" || status === "success" || status === "failed" || status === "error";
+  return (
+    status === "completed" ||
+    status === "success" ||
+    status === "failed" ||
+    status === "error"
+  );
 }
 
 function isSuccess(status: ProgressStatus): boolean {
   return status === "completed" || status === "success";
 }
 
+export function resolveProgressStartedAt(
+  value: number | string | Date | null | undefined,
+): number | null {
+  if (value instanceof Date) {
+    const time = value.getTime();
+    return Number.isFinite(time) ? time : null;
+  }
+
+  if (typeof value === "number") {
+    return Number.isFinite(value) && value > 0 ? value : null;
+  }
+
+  if (typeof value !== "string" || !value.trim()) return null;
+
+  const normalized = value.trim();
+  const localMatch = normalized.match(
+    /^(\d{4})-(\d{2})-(\d{2})\s+(\d{2}):(\d{2})(?::(\d{2}))?/,
+  );
+  if (localMatch) {
+    const [, year, month, day, hours, minutes, seconds] = localMatch;
+    const time = new Date(
+      Number(year),
+      Number(month) - 1,
+      Number(day),
+      Number(hours),
+      Number(minutes),
+      Number(seconds || 0),
+    ).getTime();
+    return Number.isFinite(time) ? time : null;
+  }
+
+  const parsed = Date.parse(normalized);
+  return Number.isFinite(parsed) ? parsed : null;
+}
+
+export function calculateEstimatedProgress(input: {
+  nowMs: number;
+  startedAtMs: number;
+  expectedDurationMs?: number | null;
+  floor?: number;
+  ceiling?: number;
+}): number {
+  const floor = Math.max(
+    0,
+    Math.min(99, input.floor ?? DEFAULT_ESTIMATED_FLOOR),
+  );
+  const ceiling = Math.max(
+    floor,
+    Math.min(99, input.ceiling ?? DEFAULT_ESTIMATED_CEILING),
+  );
+  const duration = Math.max(
+    MIN_EXPECTED_DURATION_MS,
+    Number(input.expectedDurationMs) || DEFAULT_GENERATION_EXPECTED_DURATION_MS,
+  );
+  const elapsed = Math.max(0, input.nowMs - input.startedAtMs);
+  const ratio = elapsed / duration;
+  const eased = 1 - Math.exp(-ratio * ESTIMATED_PROGRESS_CURVE);
+  return Math.min(ceiling, floor + eased * (ceiling - floor));
+}
+
+export function formatEstimatedRemainingLabel(input: {
+  nowMs: number;
+  startedAt: number | string | Date | null | undefined;
+  expectedDurationMs?: number | null;
+}): string | null {
+  const startedAtMs = resolveProgressStartedAt(input.startedAt);
+  if (!startedAtMs) return null;
+  const duration = Math.max(
+    MIN_EXPECTED_DURATION_MS,
+    Number(input.expectedDurationMs) || DEFAULT_GENERATION_EXPECTED_DURATION_MS,
+  );
+  const remainingSeconds = Math.max(
+    0,
+    Math.ceil((startedAtMs + duration - input.nowMs) / 1000),
+  );
+  if (remainingSeconds <= 0) return "即将完成";
+  if (remainingSeconds < 60) return `预计还需 ${remainingSeconds} 秒`;
+  return `预计还需 ${Math.ceil(remainingSeconds / 60)} 分钟`;
+}
+
 /**
  * Smoothly interpolates between coarse server-reported progress values.
  * On completion, animates quickly to 100% instead of jumping.
@@ -37,24 +144,59 @@ export function useSmoothedProgress(
   const chaseRate = options?.chaseRate ?? DEFAULT_CHASE_RATE;
   const creepCeiling = options?.creepCeiling ?? DEFAULT_CREEP_CEILING;
   const creepAhead = options?.creepAhead ?? DEFAULT_CREEP_AHEAD;
-  const completionDuration = options?.completionDuration ?? DEFAULT_COMPLETION_DURATION;
+  const completionDuration =
+    options?.completionDuration ?? DEFAULT_COMPLETION_DURATION;
+  const progressSource = options?.progressSource ?? "real";
+  const startedAt = options?.startedAt;
+  const expectedDurationMs =
+    options?.expectedDurationMs ?? DEFAULT_GENERATION_EXPECTED_DURATION_MS;
+  const estimatedFloor = options?.estimatedFloor ?? DEFAULT_ESTIMATED_FLOOR;
+  const estimatedCeiling =
+    options?.estimatedCeiling ?? DEFAULT_ESTIMATED_CEILING;
 
   const [displayed, setDisplayed] = useState(0);
   const rafRef = useRef(0);
   const targetRef = useRef(realProgress);
   const statusRef = useRef(status);
+  const progressSourceRef = useRef(progressSource);
+  const expectedDurationMsRef = useRef(expectedDurationMs);
+  const estimatedFloorRef = useRef(estimatedFloor);
+  const estimatedCeilingRef = useRef(estimatedCeiling);
+  const estimatedStartedAtRef = useRef<number | null>(null);
   const completionStartRef = useRef<number | null>(null);
   const completionBaseRef = useRef(0);
 
   useEffect(() => {
     targetRef.current = realProgress;
     statusRef.current = status;
+    progressSourceRef.current = progressSource;
+    expectedDurationMsRef.current = expectedDurationMs;
+    estimatedFloorRef.current = estimatedFloor;
+    estimatedCeilingRef.current = estimatedCeiling;
+
+    if (progressSource === "estimated" && !isTerminal(status)) {
+      estimatedStartedAtRef.current =
+        resolveProgressStartedAt(startedAt) ??
+        estimatedStartedAtRef.current ??
+        Date.now();
+    }
 
     if (isSuccess(status) && completionStartRef.current === null) {
       completionStartRef.current = performance.now();
       completionBaseRef.current = displayed;
+    } else if (!isSuccess(status)) {
+      completionStartRef.current = null;
     }
-  }, [realProgress, status]);
+  }, [
+    displayed,
+    estimatedCeiling,
+    estimatedFloor,
+    expectedDurationMs,
+    progressSource,
+    realProgress,
+    startedAt,
+    status,
+  ]);
 
   useEffect(() => {
     if (status === "failed" || status === "error") {
@@ -82,6 +224,20 @@ export function useSmoothedProgress(
 
         if (isTerminal(currentStatus)) return current;
 
+        if (progressSourceRef.current === "estimated") {
+          const target = calculateEstimatedProgress({
+            nowMs: Date.now(),
+            startedAtMs: estimatedStartedAtRef.current ?? Date.now(),
+            expectedDurationMs: expectedDurationMsRef.current,
+            floor: estimatedFloorRef.current,
+            ceiling: estimatedCeilingRef.current,
+          });
+          if (current >= target) return current;
+          const gap = target - current;
+          const step = (gap * chaseRate + 0.2) * dt * 60;
+          return Math.min(current + step, target);
+        }
+
         const target = targetRef.current;
 
         if (current >= target) {
@@ -100,7 +256,14 @@ export function useSmoothedProgress(
 
     rafRef.current = requestAnimationFrame(tick);
     return () => cancelAnimationFrame(rafRef.current);
-  }, [status, chaseRate, creepSpeed, creepCeiling, creepAhead, completionDuration]);
+  }, [
+    status,
+    chaseRate,
+    creepSpeed,
+    creepCeiling,
+    creepAhead,
+    completionDuration,
+  ]);
 
   if (status === "failed" || status === "error") return Math.round(displayed);
   if (isSuccess(status) && displayed >= 99.5) return 100;

src/stores/useGenerationStore.test.ts

@@ -0,0 +1,84 @@
+import { afterEach, describe, expect, it } from "../test/testHarness";
+import { useGenerationStore } from "./useGenerationStore";
+import type { WebGenerationPreviewTask } from "../types";
+
+function previewTask(id: string, status: WebGenerationPreviewTask["status"] = "running"): WebGenerationPreviewTask {
+  return {
+    id,
+    title: "Task",
+    type: "image",
+    status,
+    progress: status === "completed" ? 100 : 10,
+    prompt: "prompt",
+    createdAt: "2026-06-10T08:00:00.000Z",
+    source: "server",
+  };
+}
+
+describe("useGenerationStore task state", () => {
+  afterEach(() => {
+    useGenerationStore.setState({ queue: [], tasks: [] });
+  });
+
+  it("merges server preview tasks without duplicating local rows", () => {
+    const store = useGenerationStore.getState();
+
+    store.appendTask(previewTask("server-1"));
+    store.mergeServerTasks([previewTask("server-1", "completed"), previewTask("server-2")]);
+
+    const tasks = useGenerationStore.getState().tasks;
+    expect(tasks.map((task) => task.id)).toEqual(["server-1", "server-2"]);
+    expect(tasks[0].status).toBe("completed");
+  });
+
+  it("syncs running queue updates into matching preview tasks", () => {
+    const store = useGenerationStore.getState();
+
+    store.addTask({
+      id: "local-task-1",
+      taskId: "server-task-1",
+      title: "Image",
+      type: "image",
+      status: "running",
+      progress: 5,
+      prompt: "prompt",
+      createdAt: Date.now(),
+      sourceView: "workbench",
+    });
+
+    expect(useGenerationStore.getState().tasks[0].id).toBe("server-task-1");
+    expect(useGenerationStore.getState().tasks[0].status).toBe("running");
+
+    store.updateTask("local-task-1", {
+      status: "completed",
+      progress: 100,
+      resultUrl: "https://oss.example/result.png",
+    });
+
+    const task = useGenerationStore.getState().tasks[0];
+    expect(task.status).toBe("completed");
+    expect(task.progress).toBe(100);
+    expect(task.outputUrl).toBe("https://oss.example/result.png");
+  });
+
+  it("clears preview tasks and running queue together", () => {
+    const store = useGenerationStore.getState();
+
+    store.appendTask(previewTask("server-task-1"));
+    store.addTask({
+      id: "local-task-1",
+      title: "Image",
+      type: "image",
+      status: "running",
+      progress: 5,
+      prompt: "prompt",
+      createdAt: Date.now(),
+      sourceView: "workbench",
+    });
+
+    store.clearTasks();
+
+    expect(useGenerationStore.getState().tasks).toEqual([]);
+    expect(useGenerationStore.getState().queue).toEqual([]);
+  });
+});

src/stores/useGenerationStore.ts

@@ -1,4 +1,5 @@
 import { create } from "zustand";
+import type { WebGenerationPreviewTask } from "../types";
 
 export type QueueItemStatus = "pending" | "running" | "completed" | "failed" | "cancelled";
 
@@ -17,6 +18,8 @@ export interface GenerationQueueItem {
   params?: Record<string, unknown>;
 }
 
+type PreviewTaskPatch = Partial<WebGenerationPreviewTask>;
+
 interface PersistedQueueSnapshot {
   version: 1;
   items: GenerationQueueItem[];
@@ -53,9 +56,14 @@ function persistQueue(items: GenerationQueueItem[]): void {
 
 interface GenerationStoreState {
   queue: GenerationQueueItem[];
+  tasks: WebGenerationPreviewTask[];
   addTask: (item: GenerationQueueItem) => void;
   updateTask: (id: string, patch: Partial<GenerationQueueItem>) => void;
   removeTask: (id: string) => void;
+  setTasks: (tasks: WebGenerationPreviewTask[]) => void;
+  appendTask: (task: WebGenerationPreviewTask) => void;
+  mergeServerTasks: (serverTasks: WebGenerationPreviewTask[]) => void;
+  clearTasks: () => void;
   getRunningTasks: () => GenerationQueueItem[];
   getPendingTasks: () => GenerationQueueItem[];
   getTasksByView: (sourceView: string) => GenerationQueueItem[];
@@ -64,14 +72,87 @@ interface GenerationStoreState {
 
 const initialQueue = loadPersistedQueue();
 
+function trimTasks(tasks: WebGenerationPreviewTask[]): WebGenerationPreviewTask[] {
+  return tasks.slice(0, MAX_ITEMS);
+}
+
+function mergePreviewTaskById(
+  tasks: WebGenerationPreviewTask[],
+  taskId: string | undefined,
+  patch: PreviewTaskPatch,
+): WebGenerationPreviewTask[] {
+  if (!taskId) return tasks;
+  let changed = false;
+  const next = tasks.map((task) => {
+    if (task.id !== taskId) return task;
+    changed = true;
+    return { ...task, ...patch };
+  });
+  return changed ? next : tasks;
+}
+
+function toPreviewTaskStatus(status: GenerationQueueItem["status"]): WebGenerationPreviewTask["status"] {
+  if (status === "pending") return "queued";
+  if (status === "cancelled") return "failed";
+  return status;
+}
+
+function toPreviewTaskPatch(item: GenerationQueueItem): PreviewTaskPatch {
+  const status = toPreviewTaskStatus(item.status);
+
+  return {
+    status,
+    progress: item.status === "completed" ? 100 : item.progress,
+    outputUrl: item.resultUrl || undefined,
+    errorMessage: item.error || undefined,
+  };
+}
+
+function toPreviewTask(item: GenerationQueueItem): WebGenerationPreviewTask | null {
+  if (item.type === "ecommerce-video") return null;
+  const type = item.type;
+  const createdAt = Number.isFinite(item.createdAt)
+    ? new Date(item.createdAt).toISOString()
+    : new Date().toISOString();
+
+  return {
+    id: item.taskId || item.id,
+    title: item.title,
+    type,
+    status: toPreviewTaskStatus(item.status),
+    progress: item.status === "completed" ? 100 : item.progress,
+    prompt: item.prompt,
+    createdAt,
+    projectId:
+      typeof item.params?.projectId === "string" ? item.params.projectId : undefined,
+    outputUrl: item.resultUrl || undefined,
+    source: "preview",
+    errorMessage: item.error || undefined,
+  };
+}
+
+function upsertPreviewTask(
+  tasks: WebGenerationPreviewTask[],
+  task: WebGenerationPreviewTask | null,
+): WebGenerationPreviewTask[] {
+  if (!task) return tasks;
+  return trimTasks([task, ...tasks.filter((item) => item.id !== task.id)]);
+}
+
+function previewTaskIdsForItem(item: GenerationQueueItem): string[] {
+  return Array.from(new Set([item.taskId, item.id].filter(Boolean) as string[]));
+}
+
 export const useGenerationStore = create<GenerationStoreState>((set, get) => ({
   queue: initialQueue,
+  tasks: [],
 
   addTask: (item) => {
     set((state) => {
       const next = [item, ...state.queue].slice(0, MAX_ITEMS);
+      const previewTasks = upsertPreviewTask(state.tasks, toPreviewTask(item));
       persistQueue(next.filter((i) => i.status === "pending" || i.status === "running"));
-      return { queue: next };
+      return { queue: next, tasks: previewTasks };
     });
   },
 
@@ -80,8 +161,16 @@ export const useGenerationStore = create<GenerationStoreState>((set, get) => ({
       const next = state.queue.map((item) =>
         item.id === id ? { ...item, ...patch } : item,
       );
+      const updated = next.find((item) => item.id === id);
+      let previewTasks = state.tasks;
+      if (updated) {
+        const previewPatch = toPreviewTaskPatch(updated);
+        for (const previewTaskId of previewTaskIdsForItem(updated)) {
+          previewTasks = mergePreviewTaskById(previewTasks, previewTaskId, previewPatch);
+        }
+      }
       persistQueue(next.filter((i) => i.status === "pending" || i.status === "running"));
-      return { queue: next };
+      return { queue: next, tasks: previewTasks };
     });
   },
 
@@ -93,6 +182,27 @@ export const useGenerationStore = create<GenerationStoreState>((set, get) => ({
     });
   },
 
+  setTasks: (tasks) => set({ tasks: trimTasks(tasks) }),
+
+  appendTask: (task) => set((state) => ({
+    tasks: trimTasks([task, ...state.tasks.filter((item) => item.id !== task.id)]),
+  })),
+
+  mergeServerTasks: (serverTasks) => set((state) => {
+    const serverIds = new Set(serverTasks.map((task) => task.id));
+    return {
+      tasks: trimTasks([
+        ...serverTasks,
+        ...state.tasks.filter((task) => !serverIds.has(task.id)),
+      ]),
+    };
+  }),
+
+  clearTasks: () => {
+    persistQueue([]);
+    set({ tasks: [], queue: [] });
+  },
+
   getRunningTasks: () => get().queue.filter((i) => i.status === "running" || i.status === "pending"),
   getPendingTasks: () => get().queue.filter((i) => i.status === "pending"),
   getTasksByView: (sourceView) => get().queue.filter((i) => i.sourceView === sourceView),

src/stores/useTaskStore.ts

@@ -1,36 +1 @@
-import { create } from 'zustand';
-import type { WebGenerationPreviewTask } from '../types';
-
-interface TaskState {
-  tasks: WebGenerationPreviewTask[];
-}
-
-interface TaskActions {
-  setTasks: (tasks: WebGenerationPreviewTask[]) => void;
-  appendTask: (task: WebGenerationPreviewTask) => void;
-  mergeServerTasks: (serverTasks: WebGenerationPreviewTask[]) => void;
-  clearTasks: () => void;
-}
-
-const initialState: TaskState = {
-  tasks: [],
-};
-
-export const useTaskStore = create<TaskState & TaskActions>((set) => ({
-  ...initialState,
-
-  setTasks: (tasks) => set({ tasks }),
-
-  appendTask: (task) => set((state) => ({
-    tasks: [task, ...state.tasks],
-  })),
-
-  mergeServerTasks: (serverTasks) => set((state) => {
-    const serverIds = new Set(serverTasks.map((task) => task.id));
-    return {
-      tasks: [...serverTasks, ...state.tasks.filter((task) => !serverIds.has(task.id))].slice(0, 80),
-    };
-  }),
-
-  clearTasks: () => set({ tasks: [] }),
-}));
+export { useGenerationStore as useTaskStore } from "./useGenerationStore";

src/styles/pages/home.css

@@ -402,21 +402,6 @@
   transform: translateZ(20px) scale(1.02);
 }
 
-.omni-home__carousel-card-label {
-  position: absolute;
-  bottom: 12px;
-  left: 14px;
-  z-index: 2;
-  padding: 4px 12px;
-  border-radius: 999px;
-  background: rgba(var(--accent-rgb, 0, 255, 136), 0.16);
-  border: 1px solid rgba(var(--accent-rgb, 0, 255, 136), 0.24);
-  color: var(--fg-body, #f3f5f2);
-  font-size: 12px;
-  font-weight: 900;
-  white-space: nowrap;
-}
-
 .omni-home__carousel-card:hover {
   box-shadow:
     0 28px 58px rgb(0 0 0 / 34%),
@@ -2479,3 +2464,536 @@
     font-size: 12px;
   }
 }
+
+/* ===== Home page product polish and responsive hardening ===== */
+.web-shell[data-view="home"] .omni-home {
+  --home-card-radius: 14px;
+  --home-panel-radius: 18px;
+  --home-safe-inline: clamp(16px, 4.6vw, 72px);
+  scroll-padding-top: 16px;
+}
+
+.web-shell[data-view="home"] .omni-home__scrim {
+  background:
+    linear-gradient(180deg, rgba(5, 8, 13, 0.82), rgba(5, 8, 13, 0.52) 38%, rgba(5, 8, 13, 0.9)),
+    radial-gradient(circle at 50% 24%, rgba(var(--accent-rgb), 0.1), transparent 36%),
+    linear-gradient(90deg, rgba(5, 8, 13, 0.86), rgba(5, 8, 13, 0.48) 48%, rgba(5, 8, 13, 0.86));
+}
+
+.web-shell[data-view="home"] .omni-home__shell {
+  padding: clamp(28px, 4.4vw, 58px) var(--home-safe-inline) clamp(34px, 4.8vw, 70px);
+}
+
+.web-shell[data-view="home"] .omni-home__hero {
+  width: min(100%, 1240px);
+  gap: clamp(16px, 2vw, 24px);
+}
+
+.web-shell[data-view="home"] .omni-home__copy {
+  gap: 14px;
+}
+
+.web-shell[data-view="home"] .omni-home__copy h1 {
+  max-width: min(100%, 920px);
+  white-space: normal;
+  text-wrap: balance;
+  font-size: clamp(34px, 4vw, 62px);
+  letter-spacing: 0;
+  text-shadow: 0 18px 54px rgb(0 0 0 / 34%);
+}
+
+.web-shell[data-view="home"] .omni-home__copy p {
+  max-width: 680px;
+  color: rgb(235 245 240 / 72%);
+  font-size: clamp(14px, 1.25vw, 18px);
+  line-height: 1.7;
+}
+
+.web-shell[data-view="home"] .omni-home__actions {
+  width: min(100%, 620px);
+  gap: 12px;
+}
+
+.web-shell[data-view="home"] .omni-home__entry {
+  min-height: 64px;
+  border-color: rgb(255 255 255 / 11%);
+  border-radius: 12px;
+  background:
+    linear-gradient(180deg, rgb(255 255 255 / 7%), rgb(255 255 255 / 3%)),
+    rgb(12 16 17 / 78%);
+  box-shadow:
+    inset 0 1px 0 rgb(255 255 255 / 8%),
+    0 16px 34px rgb(0 0 0 / 22%);
+}
+
+.web-shell[data-view="home"] .omni-home__entry > span:not(.anticon) {
+  display: grid;
+  gap: 3px;
+  justify-items: center;
+  min-width: 0;
+  line-height: 1.1;
+}
+
+.web-shell[data-view="home"] .omni-home__entry small {
+  color: rgb(235 245 240 / 48%);
+  font-size: 11px;
+  font-weight: 760;
+  line-height: 1;
+  white-space: nowrap;
+}
+
+.web-shell[data-view="home"] .omni-home__entry--primary small {
+  color: rgb(6 16 20 / 62%);
+}
+
+.web-shell[data-view="home"] .omni-home__entry:hover {
+  border-color: rgb(0 255 136 / 34%);
+  background:
+    linear-gradient(180deg, rgb(255 255 255 / 9%), rgb(255 255 255 / 4%)),
+    rgb(17 22 22 / 88%);
+}
+
+.web-shell[data-view="home"] .omni-home__entry--primary,
+.web-shell[data-view="home"] .omni-home__entry--primary:hover {
+  border-color: rgb(0 255 136 / 82%);
+  background:
+    linear-gradient(180deg, rgb(88 255 172 / 100%), rgb(0 255 136 / 100%));
+  box-shadow:
+    0 18px 42px rgb(0 255 136 / 14%),
+    inset 0 1px 0 rgb(255 255 255 / 28%);
+}
+
+.web-shell[data-view="home"] .omni-home__carousel {
+  width: min(100%, 1180px);
+  min-height: clamp(380px, 36vw, 560px);
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-stage {
+  width: min(100%, 1180px);
+  height: clamp(360px, 34vw, 530px);
+  overflow: hidden;
+  -webkit-mask-image: linear-gradient(90deg, transparent 0%, #000 5%, #000 95%, transparent 100%);
+  mask-image: linear-gradient(90deg, transparent 0%, #000 5%, #000 95%, transparent 100%);
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-card {
+  width: clamp(500px, 45vw, 760px);
+  height: clamp(281px, 25.31vw, 428px);
+  border: 1px solid rgb(255 255 255 / 5%);
+  border-radius: var(--home-panel-radius);
+  background:
+    linear-gradient(180deg, rgb(255 255 255 / 4%), rgb(0 0 0 / 5%)),
+    #07100f;
+  box-shadow:
+    0 18px 46px rgb(0 0 0 / 30%),
+    inset 0 1px 0 rgb(255 255 255 / 8%),
+    inset 0 0 0 1px rgb(255 255 255 / 2%);
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-card::before {
+  background:
+    linear-gradient(180deg, rgb(2 12 12 / 18%), transparent 34%, rgb(3 9 10 / 30%)),
+    linear-gradient(90deg, rgb(4 10 12 / 38%), transparent 24%, transparent 76%, rgb(4 10 12 / 38%)),
+    radial-gradient(circle at 50% 58%, rgb(0 255 136 / 8%), transparent 54%);
+  opacity: 0.92;
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-card::after {
+  content: "";
+  position: absolute;
+  inset: 0;
+  z-index: 3;
+  border-radius: inherit;
+  box-shadow:
+    inset 0 0 0 1px rgb(255 255 255 / 4%),
+    inset 0 -42px 64px rgb(2 8 9 / 32%),
+    inset 0 34px 56px rgb(255 255 255 / 4%);
+  pointer-events: none;
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-card.is-active {
+  border-color: rgb(255 255 255 / 7%);
+  box-shadow:
+    0 26px 70px rgb(0 0 0 / 38%),
+    0 0 0 1px rgb(255 255 255 / 4%),
+    0 0 46px rgb(0 0 0 / 18%),
+    inset 0 1px 0 rgb(255 255 255 / 10%);
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-card:not(.is-active) {
+  filter: saturate(0.62) brightness(0.66) contrast(0.96);
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-stage .omni-home__carousel-card img,
+.web-shell[data-view="home"] .omni-home__carousel-stage .omni-home__carousel-card.is-active img {
+  object-fit: contain;
+  transform: translateZ(12px);
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-stage .omni-home__carousel-card img {
+  filter:
+    saturate(0.72)
+    contrast(0.98)
+    brightness(0.72)
+    hue-rotate(8deg)
+    drop-shadow(0 18px 18px rgb(0 0 0 / 18%));
+}
+
+.web-shell[data-view="home"] .omni-home__carousel-stage .omni-home__carousel-card.is-active img {
+  filter:
+    saturate(0.9)
+    contrast(1.03)
+    brightness(0.88)
+    hue-rotate(6deg)
+    drop-shadow(0 22px 22px rgb(0 0 0 / 18%));
+}
+
+.web-shell[data-view="home"] .omni-home__feature-page {
+  padding-inline: var(--home-safe-inline);
+}
+
+.web-shell[data-view="home"] .omni-home__feature-page::before {
+  background:
+    linear-gradient(90deg, rgb(5 8 13 / 96%) 0%, rgb(5 8 13 / 80%) 40%, rgb(5 8 13 / 52%) 100%),
+    linear-gradient(180deg, rgb(255 255 255 / 4%), transparent 34%);
+}
+
+.web-shell[data-view="home"] .omni-home__feature-visual {
+  border-radius: var(--home-panel-radius);
+  border-color: rgb(255 255 255 / 10%);
+  background:
+    linear-gradient(180deg, rgb(255 255 255 / 5%), rgb(255 255 255 / 2%)),
+    #0d1111;
+  box-shadow:
+    0 24px 68px rgb(0 0 0 / 34%),
+    inset 0 1px 0 rgb(255 255 255 / 8%);
+}
+
+.web-shell[data-view="home"] .omni-home__feature-copy h2,
+.web-shell[data-view="home"] .omni-home__experience-copy h2 {
+  text-wrap: balance;
+}
+
+.web-shell[data-view="home"] .omni-home__feature-copy p,
+.web-shell[data-view="home"] .omni-home__experience-copy p {
+  color: rgb(232 238 236 / 74%);
+}
+
+.web-shell[data-view="home"] .omni-home__feature-page.is-script,
+.web-shell[data-view="home"] .omni-home__feature-page.is-model,
+.web-shell[data-view="home"] .omni-home__feature-page.is-ecommerce {
+  padding-inline: clamp(10px, 1.8vw, 28px);
+}
+
+.web-shell[data-view="home"] .omni-home__feature-page.is-script .omni-home__feature-visual,
+.web-shell[data-view="home"] .omni-home__feature-page.is-model .omni-home__feature-visual,
+.web-shell[data-view="home"] .omni-home__feature-page.is-ecommerce .omni-home__feature-visual {
+  border-radius: 12px;
+}
+
+.web-shell[data-view="home"] .omni-home__experience {
+  background:
+    linear-gradient(112deg, rgb(0 255 136 / 10%) 0 1px, transparent 1px 20%),
+    linear-gradient(68deg, rgb(0 255 136 / 7%) 0 1px, transparent 1px 22%),
+    linear-gradient(180deg, #070b10 0%, #05080d 100%);
+}
+
+.web-shell[data-view="home"] .omni-home__experience-route {
+  border-radius: var(--home-card-radius);
+}
+
+.web-shell[data-view="home"] :is(
+  .omni-home__shell,
+  .omni-home__feature-page,
+  .omni-home__toolbox-page,
+  .omni-home__experience
+) {
+  scroll-margin-top: 64px;
+}
+
+.web-shell[data-view="home"] .cookie-consent {
+  right: clamp(14px, 2vw, 24px);
+  bottom: 12px;
+  width: min(560px, calc(100vw - 28px));
+  gap: 10px;
+  padding: 10px 12px;
+  border-color: rgb(0 255 136 / 20%);
+  border-radius: 13px;
+  background:
+    linear-gradient(180deg, rgb(255 255 255 / 6%), rgb(255 255 255 / 3%)),
+    rgb(13 17 18 / 92%);
+  box-shadow:
+    0 18px 46px rgb(0 0 0 / 30%),
+    inset 0 1px 0 rgb(255 255 255 / 7%);
+}
+
+.web-shell[data-view="home"] .cookie-consent strong {
+  font-size: 13px;
+}
+
+.web-shell[data-view="home"] .cookie-consent p {
+  margin-top: 4px;
+  overflow: hidden;
+  font-size: 12px;
+  line-height: 1.32;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.web-shell[data-view="home"] .cookie-consent__actions {
+  gap: 8px;
+}
+
+.web-shell[data-view="home"] .cookie-consent__actions a,
+.web-shell[data-view="home"] .cookie-consent__actions button {
+  min-height: 32px;
+  padding-inline: 12px;
+  font-size: 12px;
+}
+
+@media (max-width: 1200px) {
+  .web-shell[data-view="home"] .omni-home__carousel {
+    min-height: clamp(340px, 42vw, 500px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-stage {
+    width: min(100%, 1020px);
+    height: clamp(320px, 39vw, 470px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-card {
+    width: clamp(470px, 57vw, 660px);
+    height: clamp(264px, 32.06vw, 371px);
+  }
+}
+
+@media (max-width: 980px) {
+  .web-shell[data-view="home"] .omni-home {
+    scroll-snap-type: none;
+    overscroll-behavior-y: auto;
+  }
+
+  .web-shell[data-view="home"] .omni-home__shell {
+    min-height: auto;
+    padding-top: clamp(24px, 4vw, 38px);
+    padding-bottom: clamp(34px, 6vw, 58px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__hero {
+    align-content: start;
+  }
+
+  .web-shell[data-view="home"] .omni-home__actions {
+    grid-template-columns: repeat(3, minmax(0, 1fr));
+  }
+
+  .web-shell[data-view="home"] .omni-home__entry {
+    min-height: 58px;
+    padding-inline: 18px;
+    font-size: 15px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__entry small {
+    font-size: 10px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel {
+    width: min(100%, 820px);
+    min-height: clamp(290px, 54vw, 430px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-stage {
+    width: min(100%, 820px);
+    height: clamp(280px, 51vw, 410px);
+    overflow: hidden;
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-deck {
+    transform: scale(0.96);
+  }
+
+  .web-shell[data-view="home"] .omni-home__feature-page,
+  .web-shell[data-view="home"] .omni-home__experience {
+    min-height: auto;
+    padding-block: clamp(44px, 7vw, 72px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__feature-copy h2,
+  .web-shell[data-view="home"] .omni-home__experience-copy h2 {
+    font-size: clamp(34px, 7vw, 58px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__feature-copy p,
+  .web-shell[data-view="home"] .omni-home__experience-copy p {
+    font-size: clamp(15px, 2.4vw, 20px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__feature-page.is-script .omni-home__feature-visual,
+  .web-shell[data-view="home"] .omni-home__feature-page.is-model .omni-home__feature-visual,
+  .web-shell[data-view="home"] .omni-home__feature-page.is-ecommerce .omni-home__feature-visual {
+    height: auto;
+    min-height: clamp(520px, 78vw, 720px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__experience {
+    gap: 24px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__experience-visual {
+    min-height: 260px;
+  }
+}
+
+@media (max-width: 720px) {
+  .web-shell[data-view="home"] .omni-home__copy h1 {
+    font-size: clamp(30px, 9vw, 44px);
+    line-height: 1.08;
+  }
+
+  .web-shell[data-view="home"] .omni-home__copy p {
+    max-width: 520px;
+    font-size: 14px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__actions {
+    grid-template-columns: 1fr;
+    width: min(100%, 420px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__entry {
+    justify-content: center;
+    min-height: 54px;
+    width: 100%;
+  }
+
+  .web-shell[data-view="home"] .omni-home__entry > span:not(.anticon) {
+    gap: 4px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel {
+    min-height: clamp(260px, 70vw, 360px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-stage {
+    height: clamp(248px, 66vw, 340px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-deck {
+    transform: scale(1);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-card {
+    width: min(94vw, 520px);
+    height: min(52.88vw, 292px);
+    min-height: 206px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__feature-stats {
+    position: relative;
+    inset: auto;
+    margin-top: 18px;
+    max-width: none;
+    justify-content: flex-start;
+  }
+
+  .web-shell[data-view="home"] .omni-home__experience-routes {
+    grid-template-columns: 1fr 1fr;
+    gap: 10px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__experience-route {
+    min-height: 84px;
+    padding: 13px 14px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__experience-route b {
+    font-size: 22px;
+  }
+}
+
+@media (max-width: 480px) {
+  .web-shell[data-view="home"] .omni-home {
+    --home-safe-inline: 14px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__shell {
+    padding-top: 20px;
+    padding-bottom: 32px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__hero {
+    gap: 14px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__copy {
+    gap: 10px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel {
+    min-height: clamp(228px, 68vw, 286px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-stage {
+    height: clamp(218px, 64vw, 274px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-deck {
+    transform: scale(1);
+  }
+
+  .web-shell[data-view="home"] .omni-home__carousel-card {
+    width: 94vw;
+    height: 52.88vw;
+    min-height: 188px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__feature-page,
+  .web-shell[data-view="home"] .omni-home__experience {
+    padding-block: 34px 44px;
+  }
+
+  .web-shell[data-view="home"] :is(
+    .omni-home__shell,
+    .omni-home__feature-page,
+    .omni-home__toolbox-page,
+    .omni-home__experience
+  ) {
+    scroll-margin-top: 60px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__feature-page.is-script .omni-home__feature-visual,
+  .web-shell[data-view="home"] .omni-home__feature-page.is-model .omni-home__feature-visual,
+  .web-shell[data-view="home"] .omni-home__feature-page.is-ecommerce .omni-home__feature-visual {
+    min-height: 560px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__experience-routes {
+    grid-template-columns: 1fr;
+  }
+
+  .web-shell[data-view="home"] .cookie-consent {
+    right: 10px;
+    bottom: max(10px, env(safe-area-inset-bottom));
+    grid-template-columns: 1fr;
+    width: calc(100vw - 20px);
+    padding: 12px;
+  }
+
+  .web-shell[data-view="home"] .cookie-consent p {
+    display: -webkit-box;
+    overflow: hidden;
+    text-overflow: initial;
+    white-space: normal;
+    -webkit-box-orient: vertical;
+    -webkit-line-clamp: 2;
+  }
+
+  .web-shell[data-view="home"] .cookie-consent__actions {
+    justify-content: stretch;
+  }
+
+  .web-shell[data-view="home"] .cookie-consent__actions a,
+  .web-shell[data-view="home"] .cookie-consent__actions button {
+    flex: 1 1 0;
+  }
+}

src/styles/pages/more.css

@@ -216,10 +216,10 @@
 
 .more-card--featured {
   display: grid;
-  grid-template-columns: 54px minmax(0, 1fr);
+  grid-template-columns: minmax(0, 1fr);
   align-items: start;
   justify-items: stretch;
-  gap: 16px;
+  gap: 12px;
   min-height: 336px;
   padding: 20px;
   border-color: rgba(var(--accent-rgb), 0.2);
@@ -251,22 +251,6 @@
   box-shadow: var(--more-card-shadow), 0 0 0 1px rgba(var(--accent-rgb), 0.12);
 }
 
-.more-card__featured-icon {
-  display: grid;
-  place-items: center;
-  width: 54px;
-  height: 54px;
-  border: 1px solid rgba(var(--accent-rgb), 0.24);
-  border-radius: var(--radius-xs, 8px);
-  background:
-    linear-gradient(180deg, rgba(var(--accent-rgb), 0.18), rgba(var(--accent-rgb), 0.08)),
-    var(--bg-inset);
-  color: var(--accent);
-  font-size: 24px;
-  flex-shrink: 0;
-  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.06);
-}
-
 .more-card__featured-body {
   display: flex;
   flex-direction: column;
@@ -281,7 +265,12 @@
 .more-card--featured .more-card__preview {
   width: 100%;
   min-height: 0;
-  aspect-ratio: 16 / 9;
+  aspect-ratio: 4 / 3;
+}
+
+.more-card--featured .more-card__preview-frame img {
+  padding: 8px;
+  object-fit: contain;
 }
 
 .more-card--featured.more-card--no-preview {
@@ -449,7 +438,7 @@
 }
 
 .more-card__icon {
-  display: grid;
+  display: none;
   place-items: center;
   width: 38px;
   height: 38px;
@@ -464,6 +453,7 @@
 }
 
 .more-card--recent .more-card__icon {
+  display: grid;
   width: 30px;
   height: 30px;
   font-size: 14px;
@@ -1221,18 +1211,12 @@
   }
 
   .more-card--featured {
-    grid-template-columns: 44px minmax(0, 1fr);
+    grid-template-columns: minmax(0, 1fr);
     min-height: 0;
     padding: 16px;
     gap: 12px;
   }
 
-  .more-card__featured-icon {
-    width: 42px;
-    height: 42px;
-    font-size: 20px;
-  }
-
   .more-card__featured-body strong {
     font-size: 16px;
   }
@@ -1312,11 +1296,6 @@
     padding: 15px;
   }
 
-  .more-card__featured-icon {
-    width: 40px;
-    height: 40px;
-  }
-
   .more-card {
     gap: 10px;
     min-height: 0;

src/styles/pages/script-review-showcase.css

@@ -684,12 +684,6 @@
 }
 
 @container (max-width: 1120px) {
-  .omni-script-review-showcase {
-    grid-template-columns: 1fr;
-    gap: 18px;
-    overflow-y: auto;
-  }
-
   .srs-left-panel {
     grid-template-rows: auto auto auto;
     gap: 16px;
@@ -711,13 +705,32 @@
   }
 
   .srs-results-panel {
-    grid-template-rows: auto minmax(320px, auto) auto;
+    grid-template-rows: auto minmax(300px, auto) auto;
   }
 }
 
-@media (max-width: 980px) {
-  .omni-script-review-showcase {
-    padding: 22px;
+@container (max-width: 880px) {
+  .srs-brand-section {
+    gap: 12px;
+  }
+
+  .srs-brand-section h1 {
+    max-width: 100%;
+    font-size: clamp(28px, 8cqw, 44px);
+  }
+
+  .srs-brand-section p {
+    font-size: clamp(14px, 3.2cqw, 17px);
+    line-height: 1.65;
+  }
+
+  .srs-point-card {
+    min-height: 0;
+    border-radius: 10px;
+  }
+
+  .srs-results-panel {
+    gap: 14px;
   }
 
   .srs-score-hero {
@@ -729,33 +742,118 @@
     display: none;
   }
 
-  .srs-chart-body,
   .srs-triple-section,
   .srs-point-list {
     grid-template-columns: 1fr;
   }
 
-  .srs-chart-col {
-    grid-template-columns: minmax(70px, 92px) minmax(0, 1fr);
-    grid-template-rows: auto;
-    align-items: center;
-    justify-items: stretch;
-  }
-
-  .srs-chart-bar-wrap {
-    min-height: 80px;
-  }
-
-  .srs-chart-col-label {
-    text-align: left;
+  .srs-score-summary {
+    font-size: clamp(13px, 3cqw, 16px);
+    line-height: 1.55;
   }
 }
 
-@media (max-width: 560px) {
-  .omni-script-review-showcase {
+@container (max-width: 720px) {
+  .srs-chart-card {
     padding: 16px;
   }
 
+  .srs-chart-title {
+    letter-spacing: 0.04em;
+  }
+
+  .srs-chart-body {
+    grid-template-columns: 1fr;
+    gap: 12px;
+    padding-top: 14px;
+  }
+
+  .srs-chart-col {
+    grid-template-columns: minmax(94px, 0.36fr) minmax(0, 1fr);
+    grid-template-rows: auto;
+    align-items: center;
+    justify-items: stretch;
+    min-height: 46px;
+    border: 1px solid rgba(255, 255, 255, 0.055);
+    border-radius: 10px;
+    background: rgba(255, 255, 255, 0.03);
+    padding: 10px;
+  }
+
+  .srs-chart-bar-wrap {
+    grid-column: 2;
+    grid-row: 1;
+    width: 100%;
+    height: 16px;
+    min-height: 16px;
+  }
+
+  .srs-chart-bar-bg,
+  .srs-chart-bar-fill {
+    width: 100%;
+    height: 100% !important;
+    border-radius: 999px;
+  }
+
+  .srs-chart-bar-bg {
+    left: 0;
+    transform: none;
+  }
+
+  .srs-chart-bar-fill {
+    transform-origin: left center;
+  }
+
+  .srs-chart-col:nth-child(1) .srs-chart-bar-fill { width: 80%; }
+  .srs-chart-col:nth-child(2) .srs-chart-bar-fill { width: 80%; }
+  .srs-chart-col:nth-child(3) .srs-chart-bar-fill { width: 100%; }
+  .srs-chart-col:nth-child(4) .srs-chart-bar-fill { width: 80%; }
+  .srs-chart-col:nth-child(5) .srs-chart-bar-fill { width: 66%; }
+  .srs-chart-col:nth-child(6) .srs-chart-bar-fill { width: 53%; }
+
+  .srs-chart-bar-score {
+    top: 50%;
+    right: 8px;
+    left: auto;
+    font-size: 12px;
+    transform: translateY(-50%);
+  }
+
+  .srs-chart-bar-sub,
+  .srs-chart-bar-star {
+    font-size: 10px;
+  }
+
+  .srs-chart-col-label {
+    grid-column: 1;
+    grid-row: 1;
+    text-align: left;
+  }
+
+  .srs-chart-col-name {
+    font-size: 13px;
+  }
+
+  .srs-chart-col-desc {
+    display: none;
+  }
+
+  .srs-triple-section {
+    gap: 12px;
+  }
+
+  .srs-section-card {
+    overflow: visible;
+  }
+
+  .srs-section-item-text {
+    display: block;
+    overflow: visible;
+    -webkit-line-clamp: initial;
+  }
+}
+
+@container (max-width: 560px) {
   .srs-flow-card {
     grid-template-columns: 1fr;
     justify-items: stretch;
@@ -769,4 +867,45 @@
     align-items: flex-start;
     flex-direction: column;
   }
+
+  .srs-score-tags {
+    gap: 6px;
+  }
+
+  .srs-score-tag {
+    min-height: 24px;
+    padding-inline: 9px;
+  }
+
+  .srs-chart-col {
+    grid-template-columns: 1fr;
+    gap: 8px;
+  }
+
+  .srs-chart-bar-wrap,
+  .srs-chart-col-label {
+    grid-column: 1;
+    grid-row: auto;
+  }
+}
+
+@media (max-width: 1120px) {
+  .omni-script-review-showcase {
+    grid-template-columns: 1fr;
+    gap: clamp(16px, 2.8vw, 24px);
+    overflow-y: visible;
+    padding: clamp(20px, 3vw, 34px);
+  }
+}
+
+@media (max-width: 880px) {
+  .omni-script-review-showcase {
+    padding: clamp(16px, 3.8vw, 24px);
+  }
+}
+
+@media (max-width: 560px) {
+  .omni-script-review-showcase {
+    padding: 16px;
+  }
 }

src/styles/pages/subtitle-removal.css

@@ -2,50 +2,74 @@
   display: grid;
   grid-template-columns: 1fr 1fr;
   gap: 8px;
-  margin-top: 8px;
+  margin-top: 0;
 }
 
 .subtitle-removal-preset {
-  display: flex;
-  flex-direction: column;
+  display: grid;
+  grid-template-rows: auto auto 1fr;
+  justify-items: center;
   align-items: center;
-  gap: 4px;
+  gap: 6px;
+  min-width: 0;
+  min-height: 92px;
   padding: 10px 8px;
-  border: 1.5px solid var(--border-weak, #e5e5e5);
-  border-radius: 10px;
-  background: var(--bg-surface, #fff);
+  border: 1px solid color-mix(in srgb, var(--border-subtle, #333) 82%, white 10%);
+  border-radius: var(--radius-xs, 8px);
+  background:
+    linear-gradient(180deg, rgb(255 255 255 / 0.018), transparent),
+    var(--bg-inset, #111);
+  color: var(--fg-muted, #aaa);
   cursor: pointer;
-  transition: border-color 0.15s, background 0.15s;
+  transition: border-color 0.16s ease, background 0.16s ease, color 0.16s ease, transform 0.16s ease;
 }
 
 .subtitle-removal-preset:hover {
-  border-color: var(--accent, #0d9488);
-  background: var(--bg-elevated, #f8f8f8);
+  border-color: color-mix(in srgb, var(--accent, #0d9488) 42%, var(--border-subtle, #333));
+  background:
+    linear-gradient(180deg, color-mix(in srgb, var(--accent, #0d9488) 8%, transparent), transparent),
+    var(--bg-hover, #171717);
+  color: var(--fg-body, #eee);
+  transform: translateY(-1px);
 }
 
 .subtitle-removal-preset.is-active {
-  border-color: var(--accent, #0d9488);
-  background: color-mix(in srgb, var(--accent, #0d9488) 6%, transparent);
+  border-color: color-mix(in srgb, var(--accent, #0d9488) 72%, transparent);
+  background: color-mix(in srgb, var(--accent, #0d9488) 13%, var(--bg-inset, #111));
+  color: var(--accent, #0d9488);
+  box-shadow: 0 0 0 1px color-mix(in srgb, var(--accent, #0d9488) 8%, transparent) inset;
 }
 
 .subtitle-removal-preset strong {
+  max-width: 100%;
+  color: var(--fg-body, #eee);
   font-size: 12px;
-  font-weight: 600;
+  font-weight: 800;
+  line-height: 1.25;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
 }
 
 .subtitle-removal-preset span {
+  max-width: 100%;
+  color: var(--fg-muted, #aaa);
   font-size: 11px;
-  opacity: 0.55;
+  line-height: 1.35;
+  opacity: 0.82;
   text-align: center;
 }
 
 .subtitle-removal-preset__visual {
   position: relative;
-  width: 48px;
-  height: 32px;
-  border-radius: 4px;
-  background: var(--bg-page, #f0f0f0);
-  border: 1px solid var(--border-weak, #e0e0e0);
+  width: 54px;
+  height: 34px;
+  border: 1px solid color-mix(in srgb, var(--border-subtle, #333) 78%, white 10%);
+  border-radius: 6px;
+  background:
+    linear-gradient(180deg, rgb(255 255 255 / 0.026), transparent),
+    color-mix(in srgb, var(--bg-elevated, #161616) 92%, black 8%);
+  box-shadow: 0 1px 0 rgb(255 255 255 / 0.035) inset;
   overflow: hidden;
 }
 
@@ -55,9 +79,9 @@
   right: 0;
   top: var(--region-top);
   height: var(--region-height);
-  background: color-mix(in srgb, var(--accent, #0d9488) 30%, transparent);
-  border-top: 1.5px dashed var(--accent, #0d9488);
-  border-bottom: 1.5px dashed var(--accent, #0d9488);
+  background: color-mix(in srgb, var(--accent, #0d9488) 24%, transparent);
+  border-top: 1px dashed var(--accent, #0d9488);
+  border-bottom: 1px dashed var(--accent, #0d9488);
 }
 
 .subtitle-removal-preview {

src/styles/pages/toolbox.css

@@ -889,3 +889,252 @@
     animation: none;
   }
 }
+
+/* ===== Home toolbox polish and responsive hardening ===== */
+.web-shell[data-view="home"] .omni-home__toolbox-page {
+  --toolbox-radius-card: 16px;
+  --toolbox-radius-inner: 12px;
+  background:
+    linear-gradient(180deg, #070b10 0%, #05080d 100%),
+    radial-gradient(ellipse 70% 48% at 58% 42%, rgba(0, 255, 136, 0.045) 0%, transparent 70%);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-shell {
+  width: min(100%, 1440px);
+  margin-inline: auto;
+  padding: clamp(34px, 5vw, 64px) clamp(18px, 5vw, 72px);
+  align-items: center;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-left {
+  width: clamp(300px, 28vw, 420px);
+  gap: 14px;
+  padding-top: 0;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-brand-icon {
+  width: 48px;
+  height: 48px;
+  border-radius: 13px;
+  box-shadow: 0 16px 32px rgba(0, 255, 136, 0.12);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-brand-icon .anticon {
+  font-size: 24px;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-brand-text {
+  font-size: clamp(24px, 2.3vw, 32px);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-title {
+  color: #f7fff9;
+  background: none;
+  -webkit-text-fill-color: currentColor;
+  font-size: clamp(32px, 3.4vw, 46px);
+  letter-spacing: 0;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-subtitle {
+  color: rgba(232, 238, 236, 0.68);
+  font-size: clamp(15px, 1.18vw, 17px);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-item,
+.web-shell[data-view="home"] .omni-home__toolbox-workflow,
+.web-shell[data-view="home"] .omni-home__toolbox-card {
+  border-color: rgba(255, 255, 255, 0.1);
+  background:
+    linear-gradient(180deg, rgba(255, 255, 255, 0.065), rgba(255, 255, 255, 0.028)),
+    rgba(10, 15, 16, 0.78);
+  box-shadow:
+    inset 0 1px 0 rgba(255, 255, 255, 0.075),
+    0 18px 42px rgba(0, 0, 0, 0.2);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-item {
+  border-radius: 14px;
+  padding: 14px 16px;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-item:hover {
+  border-color: rgba(0, 255, 136, 0.24);
+  transform: translateX(3px);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-item-icon {
+  width: 42px;
+  height: 42px;
+  border-radius: 11px;
+  font-size: 22px;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-item-name {
+  font-size: 16px;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-item-desc {
+  font-size: 13px;
+  color: rgba(232, 238, 236, 0.48);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-workflow {
+  margin-top: 4px;
+  border-radius: 14px;
+  padding: 15px 17px;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-workflow-label {
+  margin-bottom: 10px;
+  font-size: 12px;
+  letter-spacing: 0.04em;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-workflow-steps {
+  gap: 8px;
+  font-size: 13px;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-grid {
+  gap: 14px;
+  min-height: clamp(500px, 48vw, 680px);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-card {
+  border-radius: var(--toolbox-radius-card);
+  transform: translateZ(0);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-card:hover {
+  transform: translateY(-4px);
+  border-color: rgba(0, 255, 136, 0.24);
+  box-shadow:
+    0 22px 54px rgba(0, 0, 0, 0.28),
+    0 0 0 1px rgba(0, 255, 136, 0.07);
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-card-header {
+  padding: 15px 16px 0;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-card-content {
+  padding: 10px 16px;
+  min-height: 0;
+}
+
+.web-shell[data-view="home"] .omni-home__toolbox-card-footer {
+  padding: 7px 16px 14px;
+}
+
+.web-shell[data-view="home"] :is(.toolbox-card1-side, .toolbox-card3-side, .toolbox-card4-side),
+.web-shell[data-view="home"] :is(.toolbox-card1-img, .toolbox-card3-portrait, .toolbox-card4-img),
+.web-shell[data-view="home"] .toolbox-card2-frame {
+  border-radius: var(--toolbox-radius-inner);
+}
+
+@media (max-width: 1160px) {
+  .web-shell[data-view="home"] .omni-home__toolbox-shell {
+    gap: 22px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-left {
+    width: clamp(280px, 32vw, 360px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-grid {
+    min-height: clamp(460px, 58vw, 620px);
+  }
+}
+
+@media (max-width: 980px) {
+  .web-shell[data-view="home"] .omni-home__toolbox-page {
+    min-height: auto;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-shell {
+    min-height: auto;
+    padding-block: clamp(42px, 7vw, 64px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-left {
+    width: min(100%, 760px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-list {
+    display: grid;
+    grid-template-columns: repeat(2, minmax(0, 1fr));
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-workflow {
+    width: 100%;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-grid {
+    grid-template-columns: repeat(2, minmax(0, 1fr));
+    min-height: auto;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-card {
+    min-height: clamp(230px, 34vw, 300px);
+  }
+}
+
+@media (max-width: 680px) {
+  .web-shell[data-view="home"] .omni-home__toolbox-shell {
+    padding-inline: 14px;
+    gap: 18px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-brand-icon {
+    width: 42px;
+    height: 42px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-brand-text {
+    font-size: 22px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-title {
+    font-size: clamp(26px, 7vw, 34px);
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-list,
+  .web-shell[data-view="home"] .omni-home__toolbox-grid {
+    grid-template-columns: 1fr;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-item {
+    align-items: center;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-card {
+    min-height: 236px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-card-header {
+    align-items: flex-start;
+    gap: 10px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-card-tag {
+    flex-shrink: 0;
+  }
+}
+
+@media (max-width: 420px) {
+  .web-shell[data-view="home"] .omni-home__toolbox-workflow-steps {
+    align-items: flex-start;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-workflow-arrow {
+    display: none;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-card {
+    min-height: 220px;
+  }
+
+  .web-shell[data-view="home"] .omni-home__toolbox-card-footer {
+    gap: 5px;
+  }
+}

src/styles/pages/workbench.css

@@ -2319,3 +2319,669 @@
     display: none;
   }
 }
+
+/* Workbench new-conversation commercial polish. */
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page {
+  --wb-elevated-line: rgba(210, 255, 232, 0.12);
+  --wb-elevated-line-active: rgba(var(--accent-rgb), 0.38);
+  --wb-elevated-fill: rgba(18, 22, 21, 0.94);
+  --wb-control-fill: rgba(255, 255, 255, 0.052);
+  --wb-control-fill-hover: rgba(var(--accent-rgb), 0.105);
+  --wb-copy-dim: rgba(202, 215, 207, 0.68);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home {
+  gap: 20px;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home__title {
+  color: rgba(246, 250, 247, 0.96);
+  font-weight: 760;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__content {
+  border-color: var(--wb-elevated-line);
+  background:
+    linear-gradient(180deg, rgba(255, 255, 255, 0.072), rgba(255, 255, 255, 0.024)),
+    var(--wb-elevated-fill);
+  box-shadow:
+    0 20px 46px rgba(0, 0, 0, 0.28),
+    inset 0 1px 0 rgba(255, 255, 255, 0.065);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__content:focus-within {
+  border-color: var(--wb-elevated-line-active);
+  box-shadow:
+    0 0 0 1px rgba(var(--accent-rgb), 0.12),
+    0 24px 56px rgba(0, 0, 0, 0.32),
+    inset 0 1px 0 rgba(255, 255, 255, 0.08);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__textarea,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__highlight {
+  color: rgba(246, 250, 247, 0.95);
+  font-weight: 450;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__toolbar {
+  align-items: center;
+  gap: 10px;
+  border-top-color: rgba(210, 255, 232, 0.095);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__toolbar-left {
+  row-gap: 8px;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-inline-chip__trigger,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-mode-switch__button,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-select-chip__trigger {
+  border-color: rgba(210, 255, 232, 0.105);
+  background: var(--wb-control-fill);
+  color: rgba(246, 250, 247, 0.86);
+  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.04);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-inline-chip__trigger:hover:not(:disabled),
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-select-chip__trigger:hover,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-mode-switch__button:hover {
+  border-color: rgba(var(--accent-rgb), 0.34);
+  background: var(--wb-control-fill-hover);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__billing-estimate {
+  color: var(--wb-copy-dim);
+  font-size: 11px;
+  font-weight: 580;
+  white-space: nowrap;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__send-primary {
+  box-shadow:
+    0 12px 26px rgba(var(--accent-rgb), 0.2),
+    inset 0 1px 0 rgba(255, 255, 255, 0.26);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__send-primary.is-loading {
+  cursor: progress;
+  opacity: 0.92;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-upload {
+  border-color: rgba(var(--accent-rgb), 0.36);
+  background:
+    linear-gradient(180deg, rgba(var(--accent-rgb), 0.11), rgba(var(--accent-rgb), 0.045)),
+    rgba(255, 255, 255, 0.02);
+  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.055);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-label,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-count {
+  color: rgba(210, 255, 232, 0.84);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home__suggestions {
+  align-items: center;
+  margin-top: -2px;
+  min-height: 34px;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-suggestion-chip {
+  border-color: rgba(210, 255, 232, 0.105);
+  background:
+    linear-gradient(180deg, rgba(255, 255, 255, 0.052), rgba(255, 255, 255, 0.022)),
+    rgba(255, 255, 255, 0.018);
+  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.035);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-suggestion-chip__icon {
+  color: rgba(var(--accent-rgb), 0.88);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases {
+  padding-bottom: 8px;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases .wb-showcase__header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  min-height: 24px;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-showcase__header h2 {
+  color: rgba(224, 236, 229, 0.72);
+  font-size: 12px;
+  font-weight: 680;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-card {
+  border-color: rgba(210, 255, 232, 0.085);
+  background: #090e0d;
+  box-shadow:
+    0 14px 28px rgba(0, 0, 0, 0.2),
+    inset 0 1px 0 rgba(255, 255, 255, 0.035);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-card:hover,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-card:focus-visible {
+  border-color: rgba(var(--accent-rgb), 0.32);
+  box-shadow:
+    0 18px 36px rgba(0, 0, 0, 0.3),
+    0 0 0 1px rgba(var(--accent-rgb), 0.08);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-card > div {
+  gap: 5px;
+  background:
+    linear-gradient(180deg, transparent, rgba(0, 0, 0, 0.54) 24%, rgba(0, 0, 0, 0.9));
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-card strong {
+  color: rgba(255, 255, 255, 0.95);
+  line-height: 1.38;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-card em {
+  color: rgba(210, 224, 216, 0.68);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases__state {
+  display: grid;
+  place-items: center;
+  align-content: center;
+  gap: 6px;
+  min-height: 188px;
+  padding: 26px;
+  border: 1px dashed rgba(210, 255, 232, 0.13);
+  border-radius: 16px;
+  background:
+    linear-gradient(180deg, rgba(255, 255, 255, 0.035), rgba(255, 255, 255, 0.014)),
+    rgba(255, 255, 255, 0.018);
+  color: rgba(246, 250, 247, 0.9);
+  text-align: center;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases__state strong {
+  font-size: 14px;
+  font-weight: 720;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases__state span {
+  color: var(--wb-copy-dim);
+  font-size: 12px;
+  font-weight: 520;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-skeleton {
+  display: block;
+  min-height: 160px;
+  grid-row: span 16;
+  overflow: hidden;
+  border: 1px solid rgba(210, 255, 232, 0.07);
+  border-radius: 14px;
+  background:
+    linear-gradient(90deg, rgba(255, 255, 255, 0.035), rgba(255, 255, 255, 0.09), rgba(255, 255, 255, 0.035)),
+    rgba(255, 255, 255, 0.025);
+  background-size: 220% 100%;
+  animation: wb-prompt-case-loading 1.15s ease-in-out infinite;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-skeleton--1,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-skeleton--3 {
+  grid-row: span 22;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-active .ai-chat-message-list > .conversation-sidebar__empty {
+  border-color: rgba(210, 255, 232, 0.14);
+  background:
+    linear-gradient(180deg, rgba(255, 255, 255, 0.04), rgba(255, 255, 255, 0.018)),
+    rgba(255, 255, 255, 0.018);
+  color: rgba(210, 224, 216, 0.78);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .conversation-sidebar {
+  border-left-color: rgba(210, 255, 232, 0.095);
+  background:
+    linear-gradient(180deg, rgba(255, 255, 255, 0.045), transparent 40%),
+    rgba(12, 15, 15, 0.97);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .conversation-sidebar__header {
+  border-bottom-color: rgba(210, 255, 232, 0.095);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .conversation-sidebar__new {
+  border-color: rgba(var(--accent-rgb), 0.38);
+  background:
+    linear-gradient(180deg, rgba(var(--accent-rgb), 0.17), rgba(var(--accent-rgb), 0.095)),
+    rgba(255, 255, 255, 0.02);
+  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.08);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .conversation-sidebar__item {
+  transition:
+    border-color var(--transition-fast),
+    background var(--transition-fast),
+    transform var(--transition-fast);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .conversation-sidebar__item:hover {
+  transform: translateX(-1px);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .conversation-sidebar__item-title {
+  line-height: 1.35;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .conversation-sidebar__empty {
+  border-color: rgba(210, 255, 232, 0.12);
+  background: rgba(255, 255, 255, 0.022);
+}
+
+@keyframes wb-prompt-case-loading {
+  0% {
+    background-position: 120% 0;
+  }
+
+  100% {
+    background-position: -120% 0;
+  }
+}
+
+@media (max-width: 720px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .ai-workbench-shell > .conversation-sidebar.is-collapsed {
+    inset: calc(56px + var(--dg-mobile-nav-space, 70px) + 16px) 8px auto auto !important;
+    transform: none;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home {
+    gap: 16px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home__composer {
+    width: 100%;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__content,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__content {
+    padding: 13px;
+    border-radius: 18px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs {
+    width: 60px;
+    min-width: 60px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-upload {
+    width: 58px;
+    height: 58px;
+    transform: none;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-upload:hover:not(:disabled) {
+    transform: translateY(-1px);
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__textarea,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__highlight,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__textarea,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__highlight {
+    min-height: 88px;
+    padding-right: 0;
+    font-size: 15px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__toolbar {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr) auto;
+    align-items: end;
+    padding-top: 9px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__toolbar-left {
+    max-width: none;
+    overflow-x: auto;
+    padding-bottom: 2px;
+    scrollbar-width: none;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__toolbar-left::-webkit-scrollbar,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home__suggestions::-webkit-scrollbar {
+    display: none;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__toolbar-right {
+    align-self: stretch;
+    display: grid;
+    grid-template-rows: 1fr auto;
+    justify-items: end;
+    gap: 6px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__billing-estimate {
+    max-width: 112px;
+    overflow: hidden;
+    text-align: right;
+    text-overflow: ellipsis;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases {
+    margin-top: 0;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases__state {
+    min-height: 156px;
+    border-radius: 14px;
+  }
+}
+
+@media (max-width: 560px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home {
+    padding-right: 12px;
+    padding-left: 12px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home__title {
+    font-size: 23px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__input-row {
+    gap: 9px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-inline-chip__trigger,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-mode-switch__button,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-select-chip__trigger {
+    height: 32px;
+    max-width: 132px;
+    border-radius: 10px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-suggestion-chip {
+    min-height: 32px;
+    height: 32px;
+    padding: 0 12px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases__grid {
+    gap: 7px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-card {
+    border-radius: 12px;
+  }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-case-skeleton {
+    animation: none;
+  }
+}
+
+/* Browser feedback: scale the launch composer with large canvases and keep reference previews intact. */
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-home__composer {
+  width: min(100%, clamp(920px, 72vw, 1160px));
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__content {
+  padding: clamp(18px, 1.25vw, 24px);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__textarea,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__highlight {
+  min-height: clamp(78px, 8svh, 112px);
+  max-height: clamp(180px, 24svh, 260px);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-home__suggestions {
+  max-width: min(100%, clamp(920px, 72vw, 1160px));
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-card {
+  isolation: isolate;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-zoom {
+  z-index: 12;
+  width: min(280px, calc(100vw - 48px));
+  height: auto;
+  min-height: 188px;
+  max-height: min(340px, calc(100svh - 180px));
+  aspect-ratio: 1 / 1;
+  padding: 8px;
+  border-color: rgba(210, 255, 232, 0.18);
+  border-radius: 16px;
+  background:
+    linear-gradient(180deg, rgba(255, 255, 255, 0.055), rgba(255, 255, 255, 0.018)),
+    rgba(5, 8, 8, 0.96);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-zoom img,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-zoom video {
+  border-radius: 11px;
+  object-fit: contain;
+}
+
+@media (min-width: 1600px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-home__composer,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-home__suggestions {
+    width: min(100%, clamp(1040px, 64vw, 1240px));
+    max-width: none;
+  }
+}
+
+@media (max-width: 980px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-home__composer,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-home__suggestions {
+    width: 100%;
+    max-width: 920px;
+  }
+}
+
+@media (max-width: 720px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__content {
+    padding: 13px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__textarea,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__highlight {
+    min-height: 88px;
+    max-height: 190px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-zoom {
+    width: min(230px, calc(100vw - 32px));
+    min-height: 168px;
+  }
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-stack {
+  top: calc(100% + 12px);
+  bottom: auto;
+  isolation: isolate;
+  z-index: 120;
+  width: min(320px, calc(100vw - 64px));
+  max-width: calc(100vw - 64px);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-zoom {
+  top: 0;
+  transform: translateY(0) scale(0.98);
+  transform-origin: left top;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__ref-card:hover .wb-composer__ref-zoom,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__ref-preview:focus-visible + .wb-composer__ref-zoom {
+  transform: translateY(0) scale(1);
+}
+
+/* Keep reference previews above the feed, and open lower-row thumbnails upward. */
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home__composer {
+  position: relative;
+  z-index: 30;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-home__suggestions {
+  position: relative;
+  z-index: 10;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-prompt-cases {
+  position: relative;
+  z-index: 1;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs.has-items.is-open {
+  z-index: 220;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-stack {
+  z-index: 240;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:nth-child(n + 5) .wb-composer__ref-zoom {
+  top: auto;
+  bottom: calc(100% + 12px);
+  transform: translateY(-6px) scale(0.98);
+  transform-origin: left bottom;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:nth-child(n + 5):hover .wb-composer__ref-zoom,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:nth-child(n + 5) .wb-composer__ref-preview:focus-visible + .wb-composer__ref-zoom {
+  transform: translateY(0) scale(1);
+}
+
+@media (max-width: 720px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:nth-child(n + 4) .wb-composer__ref-zoom {
+    top: auto;
+    bottom: calc(100% + 10px);
+    transform: translateY(-6px) scale(0.98);
+    transform-origin: left bottom;
+  }
+
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:nth-child(n + 4):hover .wb-composer__ref-zoom,
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:nth-child(n + 4) .wb-composer__ref-preview:focus-visible + .wb-composer__ref-zoom {
+    transform: translateY(0) scale(1);
+  }
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-stack {
+  isolation: isolate;
+  z-index: 120;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card {
+  isolation: auto;
+  z-index: 2;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-add-more {
+  position: relative;
+  z-index: 1;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:hover,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:focus-within {
+  z-index: 180;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-zoom {
+  left: 0;
+  top: calc(100% + 12px);
+  z-index: 80;
+  transform: translateY(6px) scale(0.98);
+  transform-origin: left top;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-card:hover .wb-composer__ref-zoom,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-preview:focus-visible + .wb-composer__ref-zoom {
+  transform: translateY(0) scale(1);
+}
+
+@media (max-width: 720px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-stack {
+    top: calc(100% + 8px);
+    width: min(230px, calc(100vw - 24px));
+    max-width: calc(100vw - 24px);
+  }
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-card:hover,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-card:focus-within {
+  z-index: 140;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-card:hover .wb-composer__ref-preview,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__ref-card:focus-within .wb-composer__ref-preview {
+  border-color: rgba(var(--accent-rgb), 0.48);
+  box-shadow: 0 0 0 1px rgba(var(--accent-rgb), 0.18);
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-card {
+  isolation: auto;
+  z-index: 2;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-add-more {
+  position: relative;
+  z-index: 1;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-card:hover,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-card:focus-within {
+  z-index: 180;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-zoom {
+  left: 0;
+  top: calc(100% + 12px);
+  z-index: 80;
+  transform: translateY(6px) scale(0.98);
+  transform-origin: left top;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__ref-card:hover .wb-composer__ref-zoom,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__ref-preview:focus-visible + .wb-composer__ref-zoom {
+  transform: translateY(0) scale(1);
+}
+
+/* Final override for multi-row reference stacks on the launch composer. */
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-card:nth-child(n + 5) .wb-composer__ref-zoom {
+  top: auto;
+  bottom: calc(100% + 12px);
+  transform: translateY(-6px) scale(0.98);
+  transform-origin: left bottom;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-card:nth-child(n + 5):hover .wb-composer__ref-zoom,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-launch .wb-composer__refs .wb-composer__ref-card:nth-child(n + 5) .wb-composer__ref-preview:focus-visible + .wb-composer__ref-zoom {
+  transform: translateY(0) scale(1);
+}
+
+/* Keep the reference stack balanced in the active bottom composer. */
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-stack {
+  grid-template-columns: repeat(4, 58px);
+  width: min(286px, calc(100vw - 40px));
+}
+
+@media (max-width: 560px) {
+  .web-shell[data-ui-theme="dark-green"][data-view="workbench"] .wb-composer__refs .wb-composer__ref-stack {
+    grid-template-columns: repeat(3, 58px);
+    width: min(218px, calc(100vw - 24px));
+  }
+}
+
+/* The active bottom composer sits below the upload stack, so previews should open upward. */
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-active .wb-composer__refs .wb-composer__ref-card .wb-composer__ref-zoom {
+  top: auto;
+  bottom: calc(100% + 12px);
+  transform: translateY(-6px) scale(0.98);
+  transform-origin: left bottom;
+}
+
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-active .wb-composer__refs .wb-composer__ref-card:hover .wb-composer__ref-zoom,
+.web-shell[data-ui-theme="dark-green"][data-view="workbench"] .ai-workbench-page.is-active .wb-composer__refs .wb-composer__ref-preview:focus-visible + .wb-composer__ref-zoom {
+  transform: translateY(0) scale(1);
+}

src/styles/themes/dark-green.css

@@ -144,6 +144,10 @@
 }
 
 .web-shell[data-ui-theme="dark-green"] .notification-center {
+  position: relative;
+  display: inline-flex;
+  align-items: center;
+  flex: 0 0 auto;
   isolation: isolate;
 }
 
@@ -170,10 +174,15 @@
 }
 
 .web-shell[data-ui-theme="dark-green"] .notification-center__panel {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
   top: calc(100% + 12px);
   right: -88px;
+  z-index: 1200;
   width: min(420px, calc(100vw - 24px));
-  max-height: min(560px, calc(100vh - 92px));
+  height: auto;
+  max-height: min(460px, calc(100dvh - 84px));
   border: 1px solid var(--dg-line);
   border-radius: 16px;
   background: #151719;
@@ -231,9 +240,12 @@
 }
 
 .web-shell[data-ui-theme="dark-green"] .notification-center__list {
-  max-height: min(486px, calc(100vh - 158px));
+  flex: 1 1 auto;
+  min-height: 0;
+  max-height: min(386px, calc(100dvh - 158px));
   padding: 8px;
   overflow-y: auto;
+  overscroll-behavior: contain;
 }
 
 .web-shell[data-ui-theme="dark-green"] .notification-center__item {
@@ -10466,6 +10478,21 @@
     gap: 6px;
   }
 
+  .web-shell[data-ui-theme="dark-green"] .notification-center__panel {
+    right: clamp(-112px, -24vw, -92px);
+    width: min(360px, calc(100vw - 20px));
+    max-height: min(420px, calc(100dvh - 76px));
+    border-radius: 14px;
+  }
+
+  .web-shell[data-ui-theme="dark-green"] .notification-center__panel::before {
+    right: clamp(104px, 25vw, 124px);
+  }
+
+  .web-shell[data-ui-theme="dark-green"] .notification-center__list {
+    max-height: min(344px, calc(100dvh - 150px));
+  }
+
   .web-shell[data-ui-theme="dark-green"] :is(.creator-button, .member-button) {
     height: 32px;
     padding: 0 10px;

src/utils/enterpriseVideoPolicy.test.ts

@@ -2,6 +2,7 @@ import { describe, expect, it } from "../test/testHarness";
 
 import {
   calculateEnterpriseVideoCredits,
+  type EnterpriseVideoPricingConfig,
   getEnterpriseVideoCreditRate,
   normalizeEnterpriseResolution,
 } from "./enterpriseVideoPolicy";
@@ -45,4 +46,40 @@ describe("enterpriseVideoPolicy", () => {
       }),
     ).toBe(1);
   });
+
+  it("uses server-provided pricing config before fallback pricing", () => {
+    const serverPricing: EnterpriseVideoPricingConfig = {
+      creditsPerCny: 100,
+      defaultResolution: "1080P",
+      rules: [
+        {
+          id: "happyhorse-server",
+          modelIncludes: ["happyhorse"],
+          rates: { "720P": 2, "1080P": 3 },
+        },
+      ],
+    };
+
+    expect(
+      getEnterpriseVideoCreditRate(
+        {
+          model: "happyhorse-1.0",
+          resolution: "1080P",
+          durationSeconds: 5,
+        },
+        serverPricing,
+      ),
+    ).toBe(3);
+
+    expect(
+      calculateEnterpriseVideoCredits(
+        {
+          model: "happyhorse-1.0",
+          resolution: "1080P",
+          durationSeconds: 5,
+        },
+        serverPricing,
+      ),
+    ).toBe(1500);
+  });
 });

src/utils/enterpriseVideoPolicy.ts

@@ -50,50 +50,119 @@ export interface EnterpriseVideoPricingInput {
   hasReferenceVideo?: boolean;
 }
 
+export interface EnterpriseVideoPricingRule {
+  id: string;
+  modelIncludes: string[];
+  when?: {
+    muted?: boolean;
+    hasReferenceVideo?: boolean;
+  };
+  rates: Record<string, number>;
+}
+
+export interface EnterpriseVideoPricingConfig {
+  currency?: string;
+  creditsPerCny?: number;
+  billingUnit?: "per_second" | string;
+  defaultResolution?: string;
+  resolutions?: string[];
+  rules: EnterpriseVideoPricingRule[];
+}
+
+export const FALLBACK_ENTERPRISE_VIDEO_PRICING_CONFIG: EnterpriseVideoPricingConfig = {
+  currency: "CNY",
+  creditsPerCny: CREDITS_PER_CNY,
+  billingUnit: "per_second",
+  defaultResolution: ENTERPRISE_DEFAULT_VIDEO_RESOLUTION,
+  resolutions: ["720P", "1080P"],
+  rules: [
+    {
+      id: "happyhorse",
+      modelIncludes: ["happyhorse"],
+      rates: { "720P": 0.72, "1080P": 1.28 },
+    },
+    {
+      id: "wanxiang-i2v",
+      modelIncludes: ["wan2.7-i2v", "wanxiang"],
+      rates: { "720P": 0.6, "1080P": 1 },
+    },
+    {
+      id: "wan-animate-s2v",
+      modelIncludes: ["animate-mix", "s2v"],
+      rates: { "720P": 0.6, "1080P": 1 },
+    },
+    {
+      id: "kling-muted-reference",
+      modelIncludes: ["kling"],
+      when: { muted: true, hasReferenceVideo: true },
+      rates: { "720P": 0.9, "1080P": 1.2 },
+    },
+    {
+      id: "kling-muted",
+      modelIncludes: ["kling"],
+      when: { muted: true, hasReferenceVideo: false },
+      rates: { "720P": 0.6, "1080P": 0.8 },
+    },
+    {
+      id: "kling-default",
+      modelIncludes: ["kling"],
+      rates: { "720P": 0.9, "1080P": 1.2 },
+    },
+    {
+      id: "vidu",
+      modelIncludes: ["vidu"],
+      rates: { "720P": 0.6, "1080P": 1 },
+    },
+    {
+      id: "pixverse",
+      modelIncludes: ["pixverse"],
+      rates: { "720P": 0.6, "1080P": 1 },
+    },
+  ],
+};
+
 export function normalizeEnterpriseResolution(value: string): "720P" | "1080P" {
   return String(value || "").toUpperCase() === "720P" ? "720P" : "1080P";
 }
 
-export function getEnterpriseVideoCreditRate(input: EnterpriseVideoPricingInput): number {
+function enterpriseVideoPricingRuleMatches(
+  rule: EnterpriseVideoPricingRule,
+  input: EnterpriseVideoPricingInput,
+  model: string,
+): boolean {
+  if (!rule.modelIncludes.some((pattern) => model.includes(String(pattern || "").toLowerCase()))) return false;
+  if (!rule.when) return true;
+  if ("muted" in rule.when && Boolean(input.muted) !== rule.when.muted) return false;
+  if ("hasReferenceVideo" in rule.when && Boolean(input.hasReferenceVideo) !== rule.when.hasReferenceVideo) {
+    return false;
+  }
+  return true;
+}
+
+export function getEnterpriseVideoCreditRate(
+  input: EnterpriseVideoPricingInput,
+  config: EnterpriseVideoPricingConfig = FALLBACK_ENTERPRISE_VIDEO_PRICING_CONFIG,
+): number {
   const resolution = normalizeEnterpriseResolution(input.resolution);
   const model = String(input.model || "").toLowerCase();
+  const fallbackResolution = normalizeEnterpriseResolution(
+    config.defaultResolution || ENTERPRISE_DEFAULT_VIDEO_RESOLUTION,
+  );
+  const rule = config.rules.find((candidate) => enterpriseVideoPricingRuleMatches(candidate, input, model));
 
-  if (model.includes("happyhorse")) {
-    return resolution === "720P" ? 0.72 : 1.28;
-  }
-
-  if (model.includes("wan2.7-i2v") || model.includes("wanxiang")) {
-    return resolution === "720P" ? 0.6 : 1;
-  }
-
-  if (model.includes("animate-mix")) {
-    return resolution === "720P" ? 0.6 : 1;
-  }
-
-  if (model.includes("s2v")) {
-    return resolution === "720P" ? 0.6 : 1;
-  }
-
-  if (model.includes("vidu")) {
-    return resolution === "720P" ? 0.6 : 1.0;
-  }
-
-  if (model.includes("pixverse")) {
-    return resolution === "720P" ? 0.6 : 1.0;
-  }
-
-  if (model.includes("kling")) {
-    if (input.muted) {
-      if (input.hasReferenceVideo) return resolution === "720P" ? 0.9 : 1.2;
-      return resolution === "720P" ? 0.6 : 0.8;
-    }
-    return resolution === "720P" ? 0.9 : 1.2;
+  if (rule) {
+    const rate = rule.rates[resolution] ?? rule.rates[fallbackResolution];
+    if (Number.isFinite(rate) && rate >= 0) return rate;
   }
 
   throw new Error(`Unsupported enterprise video model: ${input.model}`);
 }
 
-export function calculateEnterpriseVideoCredits(input: EnterpriseVideoPricingInput): number {
+export function calculateEnterpriseVideoCredits(
+  input: EnterpriseVideoPricingInput,
+  config: EnterpriseVideoPricingConfig = FALLBACK_ENTERPRISE_VIDEO_PRICING_CONFIG,
+): number {
   const duration = Math.max(1, Math.ceil(Number(input.durationSeconds) || 1));
-  return Number((getEnterpriseVideoCreditRate(input) * duration * CREDITS_PER_CNY).toFixed(2));
+  const creditsPerCny = Number(config.creditsPerCny || CREDITS_PER_CNY);
+  return Number((getEnterpriseVideoCreditRate(input, config) * duration * creditsPerCny).toFixed(2));
 }

src/utils/modelPricing.test.ts

@@ -0,0 +1,60 @@
+import { describe, expect, it } from "../test/testHarness";
+
+import {
+  millsPerThousandTokensToCreditsPerMillion,
+  modelPriceToTextTokenCreditRate,
+  resolveTextTokenCreditRate,
+} from "./modelPricing";
+
+describe("modelPricing", () => {
+  it("converts backend mills per thousand tokens to credits per million tokens", () => {
+    expect(millsPerThousandTokensToCreditsPerMillion(27)).toBe(2_700);
+    expect(millsPerThousandTokensToCreditsPerMillion(108)).toBe(10_800);
+  });
+
+  it("converts a token model price row to a text token credit rate", () => {
+    expect(
+      modelPriceToTextTokenCreditRate({
+        modelKey: "gpt-4o",
+        inputPriceMills: 27,
+        outputPriceMills: 108,
+        flatPriceMills: null,
+        currency: "CNY",
+        enabled: true,
+      }),
+    ).toEqual({
+      inputCreditsPerMillion: 2_700,
+      outputCreditsPerMillion: 10_800,
+      source: "server",
+      modelKey: "gpt-4o",
+    });
+  });
+
+  it("resolves token pricing by exact or fuzzy model key without accepting flat prices", () => {
+    const prices = [
+      {
+        modelKey: "gemini-3-pro-image",
+        inputPriceMills: null,
+        outputPriceMills: null,
+        flatPriceMills: 200,
+        currency: "CNY",
+        enabled: true,
+      },
+      {
+        modelKey: "gemini-3.1-pro",
+        inputPriceMills: 12,
+        outputPriceMills: 48,
+        flatPriceMills: null,
+        currency: "CNY",
+        enabled: true,
+      },
+    ];
+
+    expect(resolveTextTokenCreditRate(prices, "gemini")).toEqual({
+      inputCreditsPerMillion: 1_200,
+      outputCreditsPerMillion: 4_800,
+      source: "server",
+      modelKey: "gemini-3.1-pro",
+    });
+  });
+});

src/utils/modelPricing.ts

@@ -0,0 +1,104 @@
+import type { PublicModelPrice } from "../api/publicPricingClient";
+import type { TextTokenCreditRate } from "./taskLifecycle";
+
+const TOKENS_PER_MILLION = 1_000_000;
+const BACKEND_TOKEN_PRICE_UNIT = 1_000;
+const CREDITS_PER_CNY = 100;
+const MILLS_PER_CNY = 1_000;
+const CREDITS_PER_MILL = CREDITS_PER_CNY / MILLS_PER_CNY;
+
+function isUsablePrice(value: number | null | undefined): value is number {
+  return typeof value === "number" && Number.isFinite(value) && value >= 0;
+}
+
+function normalizeModelKey(value: string): string {
+  return value.trim().toLowerCase();
+}
+
+function compactModelKey(value: string): string {
+  return normalizeModelKey(value).replace(/[^a-z0-9]+/g, "");
+}
+
+function addCandidate(
+  candidates: PublicModelPrice[],
+  seen: Set<string>,
+  price: PublicModelPrice,
+): void {
+  const key = normalizeModelKey(price.modelKey);
+  if (seen.has(key)) return;
+  seen.add(key);
+  candidates.push(price);
+}
+
+export function millsPerThousandTokensToCreditsPerMillion(
+  priceMills: number,
+): number {
+  if (!isUsablePrice(priceMills)) return 0;
+  return (
+    priceMills *
+    (TOKENS_PER_MILLION / BACKEND_TOKEN_PRICE_UNIT) *
+    CREDITS_PER_MILL
+  );
+}
+
+export function modelPriceToTextTokenCreditRate(
+  price: PublicModelPrice,
+): TextTokenCreditRate | null {
+  if (
+    !isUsablePrice(price.inputPriceMills) ||
+    !isUsablePrice(price.outputPriceMills)
+  )
+    return null;
+
+  return {
+    inputCreditsPerMillion: millsPerThousandTokensToCreditsPerMillion(
+      price.inputPriceMills,
+    ),
+    outputCreditsPerMillion: millsPerThousandTokensToCreditsPerMillion(
+      price.outputPriceMills,
+    ),
+    source: "server",
+    modelKey: price.modelKey,
+  };
+}
+
+export function resolveTextTokenCreditRate(
+  prices: PublicModelPrice[],
+  modelKey: string | null | undefined,
+): TextTokenCreditRate | null {
+  const normalizedTarget = normalizeModelKey(modelKey || "");
+  if (!normalizedTarget) return null;
+
+  const compactTarget = compactModelKey(normalizedTarget);
+  const candidates: PublicModelPrice[] = [];
+  const seen = new Set<string>();
+
+  for (const price of prices) {
+    if (normalizeModelKey(price.modelKey) === normalizedTarget) {
+      addCandidate(candidates, seen, price);
+    }
+  }
+
+  for (const price of prices) {
+    if (compactModelKey(price.modelKey) === compactTarget) {
+      addCandidate(candidates, seen, price);
+    }
+  }
+
+  for (const price of prices) {
+    const compactPriceKey = compactModelKey(price.modelKey);
+    if (
+      compactPriceKey.includes(compactTarget) ||
+      compactTarget.includes(compactPriceKey)
+    ) {
+      addCandidate(candidates, seen, price);
+    }
+  }
+
+  for (const price of candidates) {
+    const rate = modelPriceToTextTokenCreditRate(price);
+    if (rate) return rate;
+  }
+
+  return null;
+}

src/utils/taskLifecycle.test.ts

@@ -4,12 +4,13 @@ import {
   TEXT_INPUT_CREDITS_PER_MILLION,
   TEXT_OUTPUT_CREDITS_PER_MILLION,
   estimateTextTokenCredits,
+  formatTextTokenCreditRule,
   getTaskTimeoutPolicy,
   isTaskLocallyTimedOut,
 } from "./taskLifecycle";
 
 describe("taskLifecycle", () => {
-  it("keeps text token billing at 1 CNY to 100 credits", () => {
+  it("keeps fallback text token billing at 1 CNY to 100 credits", () => {
     expect(TEXT_INPUT_CREDITS_PER_MILLION).toBe(200);
     expect(TEXT_OUTPUT_CREDITS_PER_MILLION).toBe(500);
     expect(
@@ -20,6 +21,23 @@ describe("taskLifecycle", () => {
     ).toBe(700);
   });
 
+  it("estimates text billing from dynamic server pricing rates", () => {
+    expect(
+      estimateTextTokenCredits(
+        {
+          promptTokens: 1_000_000,
+          completionTokens: 1_000_000,
+        },
+        {
+          inputCreditsPerMillion: 2_700,
+          outputCreditsPerMillion: 10_800,
+          source: "server",
+          modelKey: "gpt-4o",
+        },
+      ),
+    ).toBe(13_500);
+  });
+
   it("ignores negative token counts when estimating text billing", () => {
     expect(
       estimateTextTokenCredits({
@@ -29,6 +47,17 @@ describe("taskLifecycle", () => {
     ).toBe(250);
   });
 
+  it("formats text billing rules from the selected rate", () => {
+    expect(
+      formatTextTokenCreditRule({
+        inputCreditsPerMillion: 2_700,
+        outputCreditsPerMillion: 10_800,
+      }),
+    ).toBe(
+      "输入 Token 每百万 2,700 积分，输出 Token 每百万 10,800 积分，实际以服务端结算为准。",
+    );
+  });
+
   it("marks unstarted tasks locally timed out after submit timeout", () => {
     const policy = getTaskTimeoutPolicy({ kind: "image" });
 

src/utils/taskLifecycle.ts

@@ -32,11 +32,24 @@ export interface TextTokenUsage {
   totalTokens?: number;
 }
 
+export interface TextTokenCreditRate {
+  inputCreditsPerMillion: number;
+  outputCreditsPerMillion: number;
+  source?: "server" | "fallback";
+  modelKey?: string;
+}
+
 const CREDITS_PER_CNY = 100;
 
 export const TEXT_INPUT_CREDITS_PER_MILLION = 2 * CREDITS_PER_CNY;
 export const TEXT_OUTPUT_CREDITS_PER_MILLION = 5 * CREDITS_PER_CNY;
 
+export const FALLBACK_TEXT_TOKEN_CREDIT_RATE: TextTokenCreditRate = {
+  inputCreditsPerMillion: TEXT_INPUT_CREDITS_PER_MILLION,
+  outputCreditsPerMillion: TEXT_OUTPUT_CREDITS_PER_MILLION,
+  source: "fallback",
+};
+
 const IMAGE_TIMEOUT_POLICY: TaskTimeoutPolicy = {
   submitTimeoutMs: 90_000,
   noProgressTimeoutMs: 120_000,
@@ -145,18 +158,42 @@ export function getRefundHint(status: TaskRefundStatus): string {
   }
 }
 
-export function estimateTextTokenCredits(usage: TextTokenUsage): number {
-  const promptTokens = Math.max(0, Number(usage.promptTokens || 0));
-  const completionTokens = Math.max(0, Number(usage.completionTokens || 0));
-  return (promptTokens / 1_000_000) * TEXT_INPUT_CREDITS_PER_MILLION +
-    (completionTokens / 1_000_000) * TEXT_OUTPUT_CREDITS_PER_MILLION;
+function sanitizeCreditRate(value: number): number {
+  return Number.isFinite(value) && value >= 0 ? value : 0;
 }
 
-export function formatTextTokenUsage(usage?: TextTokenUsage | null): string {
-  const rule = "文本计费规则：输入 Token 每百万 200 积分，输出 Token 每百万 500 积分，实际以服务端结算为准。";
+function formatCreditRate(value: number): string {
+  const safeValue = sanitizeCreditRate(value);
+  if (safeValue >= 100) return Math.round(safeValue).toLocaleString("zh-CN");
+  return Number(safeValue.toFixed(4)).toString();
+}
+
+export function formatTextTokenCreditRule(
+  rate: TextTokenCreditRate = FALLBACK_TEXT_TOKEN_CREDIT_RATE,
+): string {
+  return `输入 Token 每百万 ${formatCreditRate(rate.inputCreditsPerMillion)} 积分，输出 Token 每百万 ${formatCreditRate(rate.outputCreditsPerMillion)} 积分，实际以服务端结算为准。`;
+}
+
+export function estimateTextTokenCredits(
+  usage: TextTokenUsage,
+  rate: TextTokenCreditRate = FALLBACK_TEXT_TOKEN_CREDIT_RATE,
+): number {
+  const promptTokens = Math.max(0, Number(usage.promptTokens || 0));
+  const completionTokens = Math.max(0, Number(usage.completionTokens || 0));
+  return (
+    (promptTokens / 1_000_000) * sanitizeCreditRate(rate.inputCreditsPerMillion) +
+    (completionTokens / 1_000_000) * sanitizeCreditRate(rate.outputCreditsPerMillion)
+  );
+}
+
+export function formatTextTokenUsage(
+  usage?: TextTokenUsage | null,
+  rate: TextTokenCreditRate = FALLBACK_TEXT_TOKEN_CREDIT_RATE,
+): string {
+  const rule = `文本计费规则：${formatTextTokenCreditRule(rate)}`;
   if (!usage) return rule;
   const promptTokens = Math.max(0, Number(usage.promptTokens || 0));
   const completionTokens = Math.max(0, Number(usage.completionTokens || 0));
-  const estimatedCredits = estimateTextTokenCredits({ promptTokens, completionTokens });
+  const estimatedCredits = estimateTextTokenCredits({ promptTokens, completionTokens }, rate);
   return `本次 Token：输入 ${promptTokens}，输出 ${completionTokens}，预估 ${estimatedCredits.toFixed(4)} 积分。\n${rule}`;
 }