feat: 补充报告评论集合与评论详情证据

apps/api/src/report.review-collections.test.ts

@@ -0,0 +1,268 @@
+import { describe, expect, it } from "vitest";
+
+import type {
+  JdDetailPreviewResult,
+  JdLiveService,
+  JdLiveSessionSummary,
+  JdProductPreviewResult,
+  JdReviewsPreviewOptions,
+  JdReviewsPreviewResult,
+  JdSearchPreviewResult
+} from "./platforms/jd/types";
+import { createServer } from "./server";
+
+async function createTask(app: ReturnType<typeof createServer>, query: string) {
+  const response = await app.inject({
+    method: "POST",
+    url: "/api/tasks",
+    payload: {
+      query,
+      perLinkLimit: 5,
+      taskTotalLimit: 10
+    }
+  });
+
+  return response.json().task;
+}
+
+function createJdLiveServiceStub(
+  overrides: Partial<JdLiveService> = {}
+): JdLiveService {
+  let summary: JdLiveSessionSummary = {
+    configured: false,
+    hasCookie: false,
+    searchApiTemplate: { available: false },
+    detailTemplate: { available: false },
+    reviewsTemplate: { available: false }
+  };
+
+  return {
+    getSessionSummary() {
+      return overrides.getSessionSummary?.() ?? summary;
+    },
+    importSession(input) {
+      if (overrides.importSession) {
+        return overrides.importSession(input);
+      }
+
+      summary = {
+        configured: true,
+        importedAt: "2026-04-07T10:00:00.000Z",
+        hasCookie: true,
+        userAgent: input.userAgent ?? "stub-user-agent",
+        searchApiTemplate: { available: Boolean(input.searchApiTemplateUrl) },
+        detailTemplate: { available: Boolean(input.detailTemplateUrl) },
+        reviewsTemplate: { available: Boolean(input.reviewsTemplateUrl) }
+      };
+      return summary;
+    },
+    clearSession() {
+      if (overrides.clearSession) {
+        overrides.clearSession();
+        return;
+      }
+
+      summary = {
+        configured: false,
+        hasCookie: false,
+        searchApiTemplate: { available: false },
+        detailTemplate: { available: false },
+        reviewsTemplate: { available: false }
+      };
+    },
+    async previewSearch(query) {
+      if (overrides.previewSearch) {
+        return overrides.previewSearch(query);
+      }
+
+      const preview: JdSearchPreviewResult = {
+        query,
+        source: "api",
+        candidateCount: 1,
+        candidates: [
+          {
+            candidateId: "jd-100068388533",
+            platform: "jd",
+            title: "Nintendo Switch 2",
+            price: 2999,
+            priceLabel: "¥2999",
+            storeName: "京东自营",
+            productUrl: "https://item.jd.com/100068388533.html",
+            imageUrl: "https://img14.360buyimg.com/n2/jfs/t1/example.jpg",
+            salesHint: "已售 1000+",
+            specLabel: "标准版",
+            highlights: ["掌机", "续航"]
+          }
+        ]
+      };
+
+      return preview;
+    },
+    async previewDetail(skuId) {
+      if (overrides.previewDetail) {
+        return overrides.previewDetail(skuId);
+      }
+
+      const preview: JdDetailPreviewResult = {
+        skuId,
+        source: "api",
+        detail: {
+          skuId,
+          title: "Nintendo Switch 2",
+          price: "2999.00",
+          originalPrice: "3299.00",
+          estimatedPrice: "2999.00",
+          shopName: "京东自营",
+          vendorId: null,
+          categoryPath: ["游戏设备", "掌机"],
+          stockState: "有货",
+          mainImage: "https://img14.360buyimg.com/n2/jfs/t1/example.jpg",
+          averageScore: "4.9"
+        }
+      };
+
+      return preview;
+    },
+    async previewReviews(skuId, options) {
+      if (overrides.previewReviews) {
+        return overrides.previewReviews(skuId, options);
+      }
+
+      const requestedCommentCount =
+        typeof options === "number" ? options : (options?.commentCount ?? 5);
+      const preview: JdReviewsPreviewResult = {
+        skuId,
+        source: "api",
+        pagination: {
+          requestedPage: typeof options === "object" ? (options?.page ?? 1) : 1,
+          requestedCommentCount,
+          maxPages: typeof options === "object" ? (options?.maxPages ?? 1) : 1,
+          pagesFetched: 1
+        },
+        reviews: {
+          skuId,
+          total: "2",
+          goodRate: "95%",
+          pictureCount: "1",
+          tags: [{ tagId: "tag-1", name: "续航稳定", count: "2" }],
+          comments: [
+            {
+              id: "comment-1",
+              content: "第一条抓取评论，重点提到运行流畅。",
+              score: "5",
+              creationTime: "2026-04-07 10:00:00",
+              userLevelName: "PLUS"
+            },
+            {
+              id: "comment-2",
+              content: "第二条抓取评论，重点提到续航稳定。",
+              score: "4",
+              creationTime: "2026-04-06 18:00:00",
+              userLevelName: "会员"
+            }
+          ]
+        }
+      };
+
+      return preview;
+    },
+    async previewProduct(skuId, options?: number | JdReviewsPreviewOptions) {
+      if (overrides.previewProduct) {
+        return overrides.previewProduct(skuId, options);
+      }
+
+      const detail = await this.previewDetail(skuId);
+      const reviews = await this.previewReviews(skuId, options);
+      const preview: JdProductPreviewResult = {
+        skuId,
+        source: "api",
+        detail: detail.detail,
+        pagination: reviews.pagination,
+        reviews: reviews.reviews
+      };
+
+      return preview;
+    }
+  };
+}
+
+describe("report review collections", () => {
+  it("publishes per-link review collections for report pages", async () => {
+    const app = createServer({ jdLiveService: createJdLiveServiceStub() });
+    await app.ready();
+
+    const importResponse = await app.inject({
+      method: "POST",
+      url: "/api/platforms/jd/live-session",
+      payload: {
+        cookieHeader: "thor=masked; pin=masked;",
+        searchApiTemplateUrl:
+          "https://api.m.jd.com/?functionId=pc_search_searchWare&body=%7B%22keyword%22:%22switch%22%7D",
+        detailTemplateUrl:
+          "https://api.m.jd.com/?functionId=pc_detailpage_wareBusiness&body=%7B%22skuId%22:%22100068388533%22%7D",
+        reviewsTemplateUrl:
+          "https://api.m.jd.com/?functionId=getLegoWareDetailComment&body=%7B%22sku%22:100068388533%7D"
+      }
+    });
+
+    expect(importResponse.statusCode).toBe(200);
+
+    const prepareResponse = await app.inject({
+      method: "POST",
+      url: "/api/platforms/jd/prepare"
+    });
+
+    expect(prepareResponse.statusCode).toBe(200);
+
+    const task = await createTask(app, "Nintendo Switch 2");
+    const candidatesResponse = await app.inject({
+      method: "GET",
+      url: `/api/tasks/${task.taskId}/candidates`
+    });
+    const firstCandidateId = candidatesResponse.json().candidates.jd[0].candidateId;
+
+    const confirmResponse = await app.inject({
+      method: "POST",
+      url: `/api/tasks/${task.taskId}/confirm`,
+      payload: {
+        selections: [
+          {
+            platform: "jd",
+            candidateIds: [firstCandidateId]
+          }
+        ]
+      }
+    });
+
+    expect(confirmResponse.statusCode).toBe(200);
+    expect(confirmResponse.json().task.taskStatus).toBe("Completed");
+
+    const reportResponse = await app.inject({
+      method: "GET",
+      url: `/api/tasks/${task.taskId}/report`
+    });
+
+    expect(reportResponse.statusCode).toBe(200);
+    expect(reportResponse.json().report.review_collections).toEqual([
+      expect.objectContaining({
+        platform: "jd",
+        title: "Nintendo Switch 2",
+        review_count: 2,
+        product_evidence_id: expect.any(String),
+        sampled_review_refs: expect.arrayContaining(["comment-1"]),
+        comments: expect.arrayContaining([
+          expect.objectContaining({
+            review_ref: "comment-1",
+            content: "第一条抓取评论，重点提到运行流畅。"
+          }),
+          expect.objectContaining({
+            review_ref: "comment-2",
+            content: "第二条抓取评论，重点提到续航稳定。"
+          })
+        ])
+      })
+    ]);
+
+    await app.close();
+  });
+});

apps/api/src/server.test.ts

@@ -1074,7 +1074,26 @@ describe("API server", () => {
         expect.objectContaining({
           platform: "jd",
           source_type: "review",
-          review_ref: "comment-1"
+          review_ref: "comment-1",
+          review_detail: expect.objectContaining({
+            content: expect.any(String)
+          })
+        })
+      ])
+    );
+    expect(reportResponse.json().report.review_collections).toEqual(
+      expect.arrayContaining([
+        expect.objectContaining({
+          platform: "jd",
+          source_url: "https://item.jd.com/100068388533.html",
+          review_count: 1,
+          product_evidence_id: expect.any(String),
+          comments: [
+            expect.objectContaining({
+              review_ref: "comment-1",
+              content: expect.any(String)
+            })
+          ]
         })
       ])
     );
@@ -1421,6 +1440,61 @@ describe("API server", () => {
     await app.close();
   });
 
+  it("auto-resumes JD SearchBlocked tasks after the managed session passes health check", async () => {
+    const app = createServer({
+      jdLiveService: createJdLiveServiceStub()
+    });
+    await app.ready();
+
+    const createdTask = await createTask(app, "iPhone 15 Pro");
+
+    expect(
+      createdTask.platformRuns.find((run: { platform: string }) => run.platform === "jd")
+    ).toMatchObject({
+      platform: "jd",
+      status: "SearchBlocked"
+    });
+
+    const importResponse = await app.inject({
+      method: "POST",
+      url: "/api/ops/jd/session-manager/session",
+      payload: {
+        cookieHeader: "thor=masked; pin=masked;",
+        detailTemplateUrl:
+          "https://api.m.jd.com/?functionId=pc_detailpage_wareBusiness&body=%7B%22skuId%22:%22100068388533%22%7D",
+        reviewsTemplateUrl:
+          "https://api.m.jd.com/?functionId=getLegoWareDetailComment&body=%7B%22sku%22:100068388533%7D"
+      }
+    });
+
+    expect(importResponse.statusCode).toBe(200);
+
+    const recoveredTask = await waitForTask(
+      app,
+      createdTask.taskId,
+      (task) =>
+        task.platformRuns.some(
+          (run: { platform: string; status: string }) =>
+            run.platform === "jd" && run.status === "AwaitingSelection"
+        )
+    );
+
+    expect(
+      recoveredTask.platformRuns.find((run: { platform: string }) => run.platform === "jd")
+    ).toMatchObject({
+      platform: "jd",
+      status: "AwaitingSelection"
+    });
+
+    const candidatesResponse = await app.inject({
+      method: "GET",
+      url: `/api/tasks/${createdTask.taskId}/candidates`
+    });
+    expect(candidatesResponse.json().candidates.jd).toHaveLength(1);
+
+    await app.close();
+  });
+
   it("records recovery audit entries and retry metrics for recovered platforms", async () => {
     const app = createServer();
     await app.ready();

apps/api/src/store.ts

@@ -374,6 +374,73 @@ function getExecutionCommentUserLabel(comment: ExecutionReviewComment): string |
   return "userLevelName" in comment ? comment.userLevelName : comment.userNick;
 }
 
+function getExecutionCommentSkuLabels(comment: ExecutionReviewComment): string[] {
+  return "skuText" in comment ? comment.skuText.filter(Boolean) : [];
+}
+
+function getExecutionCommentLikeCount(comment: ExecutionReviewComment): string | null {
+  return "likeCount" in comment ? comment.likeCount : null;
+}
+
+function getExecutionCommentReply(comment: ExecutionReviewComment): string | null {
+  return "reply" in comment ? comment.reply : null;
+}
+
+function getExecutionCommentAppendContent(comment: ExecutionReviewComment): string | null {
+  return "appendContent" in comment ? comment.appendContent : null;
+}
+
+function getExecutionCommentPictureUrls(comment: ExecutionReviewComment): string[] {
+  return "pictureUrls" in comment ? comment.pictureUrls.filter(Boolean) : [];
+}
+
+function getExecutionCommentVideoUrls(comment: ExecutionReviewComment): string[] {
+  return "videoUrls" in comment ? comment.videoUrls.filter(Boolean) : [];
+}
+
+function getExecutionCommentAppendPictureUrls(comment: ExecutionReviewComment): string[] {
+  return "appendPictureUrls" in comment ? comment.appendPictureUrls.filter(Boolean) : [];
+}
+
+function toReportReviewCollectionComment(
+  comment: ExecutionReviewComment,
+  sampleBucket: ReviewSamplingBucket | null
+): NonNullable<ReportSnapshot["review_collections"]>[number]["comments"][number] {
+  return {
+    review_ref: comment.id,
+    sample_bucket: sampleBucket,
+    content: comment.content,
+    score: getExecutionCommentScore(comment),
+    created_at: getExecutionCommentDate(comment),
+    author_label: getExecutionCommentUserLabel(comment),
+    sku_labels: getExecutionCommentSkuLabels(comment),
+    like_count: getExecutionCommentLikeCount(comment),
+    reply: getExecutionCommentReply(comment),
+    append_content: getExecutionCommentAppendContent(comment),
+    picture_urls: getExecutionCommentPictureUrls(comment),
+    video_urls: getExecutionCommentVideoUrls(comment),
+    append_picture_urls: getExecutionCommentAppendPictureUrls(comment)
+  };
+}
+
+function toReportEvidenceReviewDetail(
+  comment: ExecutionReviewComment
+): NonNullable<ReportSnapshot["evidence_index"][number]["review_detail"]> {
+  return {
+    content: comment.content,
+    score: getExecutionCommentScore(comment),
+    created_at: getExecutionCommentDate(comment),
+    author_label: getExecutionCommentUserLabel(comment),
+    sku_labels: getExecutionCommentSkuLabels(comment),
+    like_count: getExecutionCommentLikeCount(comment),
+    reply: getExecutionCommentReply(comment),
+    append_content: getExecutionCommentAppendContent(comment),
+    picture_urls: getExecutionCommentPictureUrls(comment),
+    video_urls: getExecutionCommentVideoUrls(comment),
+    append_picture_urls: getExecutionCommentAppendPictureUrls(comment)
+  };
+}
+
 function toReviewSamplingComment(comment: ExecutionReviewComment): ReviewSamplingComment {
   return {
     id: comment.id,
@@ -1721,7 +1788,7 @@ export class InMemoryTaskStore {
       try {
         await this.retryPlatform(taskId, platform);
       } catch {
-        // retryPlatform already records recoverable failures on the task.
+        // Keep the current task state; retryPlatform already records recoverable failures.
       } finally {
         this.pendingManagedSessionRetries.delete(retryKey);
       }
@@ -1787,6 +1854,7 @@ export class InMemoryTaskStore {
     const sourcePlatforms: PlatformId[] =
       insightPlatforms.length > 0 ? insightPlatforms : ["tmall"];
     const evidenceIndex: ReportSnapshot["evidence_index"] = [];
+    const reviewCollections: NonNullable<ReportSnapshot["review_collections"]> = [];
     const evidenceIdsByPlatform = new Map<PlatformId, string[]>();
     let evidenceCounter = 0;
 
@@ -1798,7 +1866,8 @@ export class InMemoryTaskStore {
       sourceType: "product" | "review",
       sourceUrl: string,
       snippet: string,
-      reviewRef: string | null
+      reviewRef: string | null,
+      reviewDetail?: NonNullable<ReportSnapshot["evidence_index"][number]["review_detail"]>
     ) => {
       const evidenceId = `evidence-${task.taskId}-${++evidenceCounter}`;
       evidenceIndex.push({
@@ -1807,6 +1876,7 @@ export class InMemoryTaskStore {
         source_type: sourceType,
         source_url: sourceUrl,
         review_ref: reviewRef,
+        ...(reviewDetail ? { review_detail: reviewDetail } : {}),
         snippet,
         captured_at: nowIso()
       });
@@ -1839,7 +1909,39 @@ export class InMemoryTaskStore {
         .filter(Boolean)
         .join(" | ");
 
-      addEvidence(candidate.platform, "product", candidate.productUrl, detailSummary, null);
+      const productEvidenceId = addEvidence(
+        candidate.platform,
+        "product",
+        candidate.productUrl,
+        detailSummary,
+        null
+      );
+      const sampledBucketsByCommentId = new Map(
+        sampledComments.map(({ bucket, comment }) => [comment.id, bucket] as const)
+      );
+      const executionComments = artifact?.reviews.comments ?? [];
+
+      if (artifact) {
+        reviewCollections.push({
+          collection_id: `review-collection-${candidate.candidateId}`,
+          candidate_id: candidate.candidateId,
+          product_evidence_id: productEvidenceId,
+          platform: candidate.platform,
+          source_url: candidate.productUrl,
+          title: headline,
+          store_name: storeName,
+          price_label: priceLabel,
+          captured_at: artifact.capturedAt,
+          review_count: executionComments.length,
+          sampled_review_refs: sampledComments.map(({ comment }) => comment.id),
+          comments: executionComments.map((comment) =>
+            toReportReviewCollectionComment(
+              comment,
+              sampledBucketsByCommentId.get(comment.id) ?? null
+            )
+          )
+        });
+      }
 
       for (const { bucket, comment } of sampledComments.slice(0, 2)) {
         const commentSummary = [
@@ -1856,7 +1958,8 @@ export class InMemoryTaskStore {
           "review",
           candidate.productUrl,
           commentSummary,
-          comment.id
+          comment.id,
+          toReportEvidenceReviewDetail(comment)
         );
       }
     }
@@ -2097,6 +2200,7 @@ export class InMemoryTaskStore {
         )
       ],
       evidence_index: evidenceIndex,
+      review_collections: reviewCollections,
       quality_flags: {
         sample_insufficient: sampleInsufficient,
         partial_platform_failure:
@@ -2785,6 +2889,73 @@ export class InMemoryTaskStore {
     return true;
   }
 
+  private scheduleTaskExecution(taskId: string): void {
+    if (this.pendingExecutions.has(taskId)) {
+      return;
+    }
+
+    const execution = new Promise<void>((resolve) => {
+      setTimeout(() => {
+        void (async () => {
+          const task = this.requireTask(taskId);
+          const selectedRuns = task.platformRuns.filter((run) => run.status === "Selected");
+
+          if (selectedRuns.length > 0) {
+            await this.executeSelectedPlatforms(task, selectedRuns);
+          }
+
+          task.taskStatus = deriveTaskStatusFromConfirmedPlatforms(task.platformRuns);
+          task.updatedAt = nowIso();
+          const published = this.publishReportIfNeeded(task);
+          this.persistState();
+
+          if (!published) {
+            this.emitTaskSnapshot(task);
+          }
+        })()
+          .catch((error) => {
+            this.failBackgroundTaskExecution(taskId, error);
+          })
+          .finally(() => {
+            this.pendingExecutions.delete(taskId);
+            resolve();
+          });
+      }, 0);
+    });
+
+    this.pendingExecutions.set(taskId, execution);
+  }
+
+  private failBackgroundTaskExecution(taskId: string, error: unknown): void {
+    const task = this.tasks.get(taskId);
+    if (!task) {
+      return;
+    }
+
+    for (const run of task.platformRuns) {
+      if (run.selectedCandidateIds.length === 0) {
+        continue;
+      }
+
+      if (run.status === "Selected" || run.status === "Running") {
+        run.status = "Failed";
+        run.reason = "后台执行异常中断，请稍后重试。";
+        run.lastUpdatedAt = nowIso();
+      }
+    }
+
+    task.taskStage = "publish";
+    task.taskStatus = deriveTaskStatusFromConfirmedPlatforms(task.platformRuns);
+    this.pushEvent(
+      task,
+      "task.execution_failed",
+      error instanceof Error
+        ? `后台执行异常中断：${error.message}`
+        : "后台执行异常中断，请稍后重试。"
+    );
+    this.persistState();
+  }
+
   private buildReportFingerprint(task: TaskRecord): string {
     const selectedLinkCount = task.platformRuns.reduce(
       (sum, run) => sum + run.selectedCandidateIds.length,
@@ -3062,73 +3233,6 @@ export class InMemoryTaskStore {
     }
   }
 
-  private scheduleTaskExecution(taskId: string): void {
-    if (this.pendingExecutions.has(taskId)) {
-      return;
-    }
-
-    const execution = new Promise<void>((resolve) => {
-      setTimeout(() => {
-        void (async () => {
-          const task = this.requireTask(taskId);
-          const selectedRuns = task.platformRuns.filter((run) => run.status === "Selected");
-
-          if (selectedRuns.length > 0) {
-            await this.executeSelectedPlatforms(task, selectedRuns);
-          }
-
-          task.taskStatus = deriveTaskStatusFromConfirmedPlatforms(task.platformRuns);
-          task.updatedAt = nowIso();
-          const published = this.publishReportIfNeeded(task);
-          this.persistState();
-
-          if (!published) {
-            this.emitTaskSnapshot(task);
-          }
-        })()
-          .catch((error) => {
-            this.failBackgroundTaskExecution(taskId, error);
-          })
-          .finally(() => {
-            this.pendingExecutions.delete(taskId);
-            resolve();
-          });
-      }, 0);
-    });
-
-    this.pendingExecutions.set(taskId, execution);
-  }
-
-  private failBackgroundTaskExecution(taskId: string, error: unknown): void {
-    const task = this.tasks.get(taskId);
-    if (!task) {
-      return;
-    }
-
-    for (const run of task.platformRuns) {
-      if (run.selectedCandidateIds.length === 0) {
-        continue;
-      }
-
-      if (run.status === "Selected" || run.status === "Running") {
-        run.status = "Failed";
-        run.reason = "后台执行异常中断，请稍后重试。";
-        run.lastUpdatedAt = nowIso();
-      }
-    }
-
-    task.taskStage = "publish";
-    task.taskStatus = deriveTaskStatusFromConfirmedPlatforms(task.platformRuns);
-    this.pushEvent(
-      task,
-      "task.execution_failed",
-      error instanceof Error
-        ? `后台执行异常中断：${error.message}`
-        : "后台执行异常中断，请稍后重试。"
-    );
-    this.persistState();
-  }
-
   private requireTask(taskId: string): TaskRecord {
     const task = this.tasks.get(taskId);
     if (!task) {

apps/web/src/App.tsx

@@ -9,6 +9,7 @@ import {
   type TaskRecord,
   type TaskStatus
 } from "@cross-ai/domain";
+import type { ReportSnapshot } from "@cross-ai/report-schema";
 import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
 import { useEffect, useMemo, useState } from "react";
 import {
@@ -52,6 +53,12 @@ import {
   updateJdSessionManagerConfig
 } from "./lib/api";
 
+type ReportEvidence = ReportSnapshot["evidence_index"][number];
+type EvidenceReviewDetail = NonNullable<ReportEvidence["review_detail"]>;
+type ReportReviewCollection = NonNullable<ReportSnapshot["review_collections"]>[number];
+type ReportReviewCollectionComment = ReportReviewCollection["comments"][number];
+type ReviewDetailLike = EvidenceReviewDetail | ReportReviewCollectionComment;
+
 function Layout(props: { children: React.ReactNode }) {
   return (
     <div className="app-shell">
@@ -188,6 +195,42 @@ function formatTimestamp(timestamp?: string) {
   return new Date(timestamp).toLocaleString("zh-CN");
 }
 
+function getEvidenceSourceLabel(sourceType: ReportEvidence["source_type"]) {
+  return sourceType === "review" ? "评论证据" : "商品证据";
+}
+
+function formatReviewScore(score?: string | null) {
+  return score ? `${score} 分` : "未评分";
+}
+
+function getReviewMediaSummary(reviewDetail: ReviewDetailLike) {
+  const pictureCount = reviewDetail.picture_urls?.length ?? 0;
+  const videoCount = reviewDetail.video_urls?.length ?? 0;
+  const appendPictureCount = reviewDetail.append_picture_urls?.length ?? 0;
+  const parts = [
+    pictureCount > 0 ? `图片 ${pictureCount}` : null,
+    videoCount > 0 ? `视频 ${videoCount}` : null,
+    appendPictureCount > 0 ? `追评图片 ${appendPictureCount}` : null
+  ].filter(Boolean);
+
+  return parts.length > 0 ? parts.join(" · ") : null;
+}
+
+function getReviewSampleBucketLabel(
+  bucket?: ReportReviewCollectionComment["sample_bucket"] | null
+) {
+  switch (bucket) {
+    case "latest":
+      return "最新样本";
+    case "hot":
+      return "热门样本";
+    case "negative":
+      return "负向样本";
+    default:
+      return null;
+  }
+}
+
 function getSearchRequirementLabel(
   searchRequirement: SessionReadinessRecord["searchRequirement"]
 ) {
@@ -595,9 +638,9 @@ function CandidateCard(props: {
 }
 
 function ConfirmPage() {
+  const queryClient = useQueryClient();
   const navigate = useNavigate();
   const { taskId = "" } = useParams();
-  const queryClient = useQueryClient();
   useTaskLiveSync(taskId, { includeCandidates: true });
   const taskQuery = useQuery({
     queryKey: ["task", taskId],
@@ -682,27 +725,9 @@ function ConfirmPage() {
                   <p>{platformRun?.reason ?? "当前没有候选结果。"}</p>
                   {platformRun?.status === "SearchBlocked" ? (
                     isOpsManagedPlatform(platform) ? (
-                      <>
+                      <span className="inline-note inline-note--subtle">
-                        <span className="inline-note inline-note--subtle">
+                        京东阻塞恢复已切到运维后台，当前页面不提供直接恢复入口。
-                          京东阻塞恢复已切到运维后台，当前页面不提供直接恢复入口。
+                      </span>
-                        </span>
-                        <div className="panel-actions">
-                          <a
-                            className="text-link"
-                            href={buildOpsSessionManagerHref(platform, `/tasks/${taskId}/confirm`)}
-                          >
-                            去运维恢复
-                          </a>
-                          <button
-                            className="ghost-button"
-                            disabled={retryMutation.isPending && retryMutation.variables === platform}
-                            onClick={() => retryMutation.mutate(platform)}
-                            type="button"
-                          >
-                            恢复后重试候选
-                          </button>
-                        </div>
-                      </>
                     ) : (
                       <a
                         className="text-link"
@@ -712,6 +737,24 @@ function ConfirmPage() {
                       </a>
                     )
                   ) : null}
+                  {platformRun?.status === "SearchBlocked" && isOpsManagedPlatform(platform) ? (
+                    <div className="panel-actions">
+                      <a
+                        className="text-link"
+                        href={buildOpsSessionManagerHref(platform, `/tasks/${taskId}/confirm`)}
+                      >
+                        去运维恢复
+                      </a>
+                      <button
+                        className="ghost-button"
+                        disabled={retryMutation.isPending && retryMutation.variables === platform}
+                        onClick={() => retryMutation.mutate(platform)}
+                        type="button"
+                      >
+                        恢复后重试候选
+                      </button>
+                    </div>
+                  ) : null}
                   {platformRun?.status === "Failed" ? (
                     <div className="panel-actions">
                       <button
@@ -768,13 +811,14 @@ function ConfirmPage() {
 }
 
 function RunPage() {
-  const queryClient = useQueryClient();
   const { taskId = "" } = useParams();
+  const queryClient = useQueryClient();
   useTaskLiveSync(taskId);
   const taskQuery = useQuery({
     queryKey: ["task", taskId],
     queryFn: () => getTask(taskId)
   });
+
   const retryMutation = useMutation({
     mutationFn: (platform: PlatformId) => retryTaskPlatform(taskId, platform),
     onSuccess: async () => {
@@ -868,11 +912,110 @@ function RunPage() {
   );
 }
 
-function MetricCard(props: { label: string; value: string }) {
+function MetricCard(props: {
+  label: string;
+  value: string;
+  hint?: string;
+  ariaLabel?: string;
+  expanded?: boolean;
+  onClick?: () => void;
+}) {
+  const className = props.onClick ? "metric-card metric-card--button" : "metric-card";
+
+  if (props.onClick) {
+    return (
+      <button
+        aria-expanded={props.expanded}
+        aria-label={props.ariaLabel}
+        className={className}
+        onClick={props.onClick}
+        type="button"
+      >
+        <span>{props.label}</span>
+        <strong>{props.value}</strong>
+        {props.hint ? <small>{props.hint}</small> : null}
+      </button>
+    );
+  }
+
   return (
-    <div className="metric-card">
+    <div className={className}>
       <span>{props.label}</span>
       <strong>{props.value}</strong>
+      {props.hint ? <small>{props.hint}</small> : null}
+    </div>
+  );
+}
+
+function ReviewDetailPanel(props: {
+  detail: ReviewDetailLike;
+  reviewRef?: string | null;
+  bucketLabel?: string | null;
+}) {
+  const { detail, reviewRef, bucketLabel } = props;
+  const mediaSummary = getReviewMediaSummary(detail);
+
+  return (
+    <div className="evidence-review-detail">
+      <div className="evidence-review-detail__meta">
+        {bucketLabel ? <span className="inline-note">{bucketLabel}</span> : null}
+        {reviewRef ? <span className="inline-note inline-note--subtle">#{reviewRef}</span> : null}
+        {detail.author_label ? (
+          <span className="inline-note inline-note--subtle">{detail.author_label}</span>
+        ) : null}
+        <span className="inline-note inline-note--subtle">{formatReviewScore(detail.score)}</span>
+        {detail.created_at ? (
+          <span className="inline-note inline-note--subtle">{detail.created_at}</span>
+        ) : null}
+        {detail.sku_labels && detail.sku_labels.length > 0 ? (
+          <span className="inline-note inline-note--subtle">
+            {detail.sku_labels.join(" / ")}
+          </span>
+        ) : null}
+        {detail.like_count ? (
+          <span className="inline-note inline-note--subtle">点赞 {detail.like_count}</span>
+        ) : null}
+        {mediaSummary ? (
+          <span className="inline-note inline-note--subtle">{mediaSummary}</span>
+        ) : null}
+      </div>
+      <div className="stack stack--dense">
+        <strong>评论正文</strong>
+        <p>{detail.content}</p>
+      </div>
+      {detail.append_content ? (
+        <div className="stack stack--dense">
+          <strong>追评</strong>
+          <p>{detail.append_content}</p>
+        </div>
+      ) : null}
+      {detail.reply ? (
+        <div className="stack stack--dense">
+          <strong>商家回复</strong>
+          <p>{detail.reply}</p>
+        </div>
+      ) : null}
+    </div>
+  );
+}
+
+function ReviewCollectionComments(props: { collection: ReportReviewCollection }) {
+  const { collection } = props;
+
+  if (collection.comments.length === 0) {
+    return <p className="inline-note inline-note--subtle">当前链接没有保留抓取评论。</p>;
+  }
+
+  return (
+    <div className="review-comment-list">
+      {collection.comments.map((comment) => (
+        <ReviewDetailPanel
+          key={comment.review_ref}
+          bucketLabel={getReviewSampleBucketLabel(comment.sample_bucket)}
+          detail={comment}
+          reviewRef={comment.review_ref}
+        />
+      ))}
     </div>
   );
 }
@@ -881,6 +1024,11 @@ function ReportPage() {
   const navigate = useNavigate();
   const { taskId = "" } = useParams();
   const [searchParams] = useSearchParams();
+  const [expandedEvidenceId, setExpandedEvidenceId] = useState<string | null>(null);
+  const [expandedCollectionEvidenceId, setExpandedCollectionEvidenceId] = useState<
+    string | null
+  >(null);
+  const [showAllReviewCollections, setShowAllReviewCollections] = useState(false);
   const version = searchParams.get("version");
   const taskQuery = useQuery({
     queryKey: ["task", taskId],
@@ -890,6 +1038,13 @@ function ReportPage() {
     queryKey: ["report", taskId, version],
     queryFn: () => getTaskReport(taskId, version ? Number(version) : undefined)
   });
+  const reportId = reportQuery.data?.report.report_id;
+
+  useEffect(() => {
+    setExpandedEvidenceId(null);
+    setExpandedCollectionEvidenceId(null);
+    setShowAllReviewCollections(false);
+  }, [reportId]);
 
   if (!taskQuery.data || !reportQuery.data) {
     return (
@@ -905,6 +1060,14 @@ function ReportPage() {
     version && Number.isFinite(Number(version))
       ? Number(version)
       : task.defaultReportVersion ?? report.report_version;
+  const reviewCollections = report.review_collections ?? [];
+  const reviewCollectionsByProductEvidenceId = new Map(
+    reviewCollections.map((collection) => [collection.product_evidence_id, collection] as const)
+  );
+  const totalCapturedReviewCount = reviewCollections.reduce(
+    (sum, collection) => sum + collection.review_count,
+    0
+  );
 
   return (
     <Layout>
@@ -926,6 +1089,14 @@ function ReportPage() {
             <MetricCard
               label="评论样本"
               value={String(report.product_snapshot.review_sample_count)}
+              {...(reviewCollections.length > 0
+                ? {
+                    ariaLabel: showAllReviewCollections ? "收起全部抓取评论" : "查看全部抓取评论",
+                    expanded: showAllReviewCollections,
+                    hint: showAllReviewCollections ? "收起全部抓取评论" : "点击查看全部抓取评论",
+                    onClick: () => setShowAllReviewCollections((current) => !current)
+                  }
+                : {})}
             />
             <MetricCard label="报告版本" value={`v${report.report_version}`} />
           </div>
@@ -982,6 +1153,81 @@ function ReportPage() {
         </article>
       </section>
 
+      {reviewCollections.length > 0 ? (
+        <section className="page-panel">
+          <div className="candidate-section__header">
+            <div>
+              <p className="eyebrow">Review Collections</p>
+              <h3>按链接查看全部抓取评论</h3>
+            </div>
+            <div className="panel-actions">
+              <span className="inline-note inline-note--subtle">
+                共保留 {totalCapturedReviewCount} 条抓取评论
+              </span>
+              <button
+                className="ghost-button"
+                onClick={() => setShowAllReviewCollections((current) => !current)}
+                type="button"
+              >
+                {showAllReviewCollections ? "收起全部抓取评论" : "展开全部抓取评论"}
+              </button>
+            </div>
+          </div>
+          {showAllReviewCollections ? (
+            <div className="stack stack--dense">
+              {reviewCollections.map((collection) => (
+                <div key={collection.collection_id} className="evidence-card">
+                  <div className="evidence-card__header">
+                    <strong>{collection.title}</strong>
+                    <span className="inline-note inline-note--subtle">
+                      已抓取 {collection.review_count} 条评论
+                    </span>
+                  </div>
+                  <div className="evidence-card__meta">
+                    <span className="inline-note inline-note--subtle">
+                      {platformCatalogMap[collection.platform].label}
+                    </span>
+                    {collection.store_name ? (
+                      <span className="inline-note inline-note--subtle">
+                        店铺 {collection.store_name}
+                      </span>
+                    ) : null}
+                    {collection.price_label ? (
+                      <span className="inline-note inline-note--subtle">
+                        价格 {collection.price_label}
+                      </span>
+                    ) : null}
+                    <span className="inline-note inline-note--subtle">
+                      {formatTimestamp(collection.captured_at)}
+                    </span>
+                  </div>
+                  <div className="evidence-card__actions">
+                    {collection.sampled_review_refs.length > 0 ? (
+                      <span className="inline-note inline-note--subtle">
+                        已抽样 {collection.sampled_review_refs.length} 条进入报告样本
+                      </span>
+                    ) : null}
+                    <a
+                      className="text-link"
+                      href={collection.source_url}
+                      rel="noreferrer"
+                      target="_blank"
+                    >
+                      查看来源
+                    </a>
+                  </div>
+                  <ReviewCollectionComments collection={collection} />
+                </div>
+              ))}
+            </div>
+          ) : (
+            <p className="inline-note inline-note--subtle">
+              点击上方“评论样本”卡或右侧按钮，可展开全部抓取评论。
+            </p>
+          )}
+        </section>
+      ) : null}
+
       <section className="page-grid">
         <article className="page-panel">
           <p className="eyebrow">Platform Insights</p>
@@ -1016,20 +1262,97 @@ function ReportPage() {
         <article className="page-panel">
           <p className="eyebrow">Evidence Index</p>
           <div className="stack stack--dense">
-            {report.evidence_index.map((evidence) => (
+            {report.evidence_index.map((evidence) => {
-              <div key={evidence.evidence_id} className="evidence-card">
+              const reviewDetail = evidence.review_detail;
-                <strong>{evidence.evidence_id}</strong>
+              const linkedReviewCollection =
-                <p>{evidence.snippet}</p>
+                evidence.source_type === "product"
-                <a
+                  ? reviewCollectionsByProductEvidenceId.get(evidence.evidence_id) ?? null
-                  className="text-link"
+                  : null;
-                  href={evidence.source_url}
+              const isCollectionExpanded =
-                  rel="noreferrer"
+                expandedCollectionEvidenceId === evidence.evidence_id;
-                  target="_blank"
+              const isExpanded = expandedEvidenceId === evidence.evidence_id;
-                >
+
-                  查看来源
+              return (
-                </a>
+                <div key={evidence.evidence_id} className="evidence-card">
-              </div>
+                  <div className="evidence-card__header">
-            ))}
+                    <strong>{evidence.evidence_id}</strong>
+                    <span className="inline-note inline-note--subtle">
+                      {formatTimestamp(evidence.captured_at)}
+                    </span>
+                  </div>
+                  <div className="evidence-card__meta">
+                    <span className="inline-note inline-note--subtle">
+                      {platformCatalogMap[evidence.platform].label}
+                    </span>
+                    <span className="inline-note inline-note--subtle">
+                      {getEvidenceSourceLabel(evidence.source_type)}
+                    </span>
+                    {evidence.review_ref ? (
+                      <span className="inline-note inline-note--subtle">#{evidence.review_ref}</span>
+                    ) : null}
+                  </div>
+                  <p>{evidence.snippet}</p>
+                  <div className="evidence-card__actions">
+                    {linkedReviewCollection ? (
+                      <button
+                        className="ghost-button"
+                        onClick={() =>
+                          setExpandedCollectionEvidenceId((current) =>
+                            current === evidence.evidence_id ? null : evidence.evidence_id
+                          )
+                        }
+                        type="button"
+                      >
+                        {isCollectionExpanded
+                          ? "收起该链接评论"
+                          : `查看该链接评论（${linkedReviewCollection.review_count}）`}
+                      </button>
+                    ) : null}
+                    {reviewDetail ? (
+                      <button
+                        className="ghost-button"
+                        onClick={() =>
+                          setExpandedEvidenceId((current) =>
+                            current === evidence.evidence_id ? null : evidence.evidence_id
+                          )
+                        }
+                        type="button"
+                      >
+                        {isExpanded ? "收起样本评论" : "查看样本评论"}
+                      </button>
+                    ) : evidence.review_ref ? (
+                      <span className="inline-note inline-note--subtle">旧版报告未保留评论正文</span>
+                    ) : null}
+                    <a
+                      className="text-link"
+                      href={evidence.source_url}
+                      rel="noreferrer"
+                      target="_blank"
+                    >
+                      查看来源
+                    </a>
+                  </div>
+                  {isCollectionExpanded && linkedReviewCollection ? (
+                    <div className="stack stack--dense">
+                      <div className="evidence-card__meta">
+                        <span className="inline-note inline-note--subtle">
+                          该链接共抓取 {linkedReviewCollection.review_count} 条评论
+                        </span>
+                        {linkedReviewCollection.sampled_review_refs.length > 0 ? (
+                          <span className="inline-note inline-note--subtle">
+                            已抽样 {linkedReviewCollection.sampled_review_refs.length} 条进入报告样本
+                          </span>
+                        ) : null}
+                      </div>
+                      <ReviewCollectionComments collection={linkedReviewCollection} />
+                    </div>
+                  ) : null}
+                  {isExpanded && reviewDetail ? (
+                    <ReviewDetailPanel detail={reviewDetail} reviewRef={evidence.review_ref} />
+                  ) : null}
+                </div>
+              );
+            })}
           </div>
         </article>
       </section>

apps/web/src/ReportPage.test.tsx

@@ -0,0 +1,273 @@
+import { QueryClient, QueryClientProvider } from "@tanstack/react-query";
+import { cleanup, render, screen } from "@testing-library/react";
+import userEvent from "@testing-library/user-event";
+import type { ReactNode } from "react";
+import { MemoryRouter } from "react-router-dom";
+import { afterEach, beforeEach, describe, expect, it, vi } from "vitest";
+
+vi.mock("./lib/api", () => ({
+  cancelJdQrLogin: vi.fn(),
+  cancelTmallQrLogin: vi.fn(),
+  clearJdManagedSession: vi.fn(),
+  clearJdSessionManagerConfig: vi.fn(),
+  clearPlatformSession: vi.fn(),
+  clearTmallManagedSession: vi.fn(),
+  clearTmallSessionManagerConfig: vi.fn(),
+  confirmTask: vi.fn(),
+  createTask: vi.fn(),
+  createTaskEventsSource: vi.fn(() => ({
+    addEventListener: vi.fn(),
+    close: vi.fn(),
+    removeEventListener: vi.fn()
+  })),
+  deleteTask: vi.fn(),
+  getHistoryTasks: vi.fn(),
+  getJdKeywordPreview: vi.fn(),
+  getJdLiveSession: vi.fn(),
+  getJdQrLoginState: vi.fn(),
+  getJdSessionManager: vi.fn(),
+  getPlatformReadiness: vi.fn(),
+  getPlatformSession: vi.fn(),
+  getTask: vi.fn(),
+  getTaskCandidates: vi.fn(),
+  getTaskReport: vi.fn(),
+  getTmallLiveSession: vi.fn(),
+  getTmallQrLoginState: vi.fn(),
+  getTmallSessionManager: vi.fn(),
+  importJdManagedSession: vi.fn(),
+  importTmallManagedSession: vi.fn(),
+  preparePlatform: vi.fn(),
+  resumeJdQrLoginManualRecovery: vi.fn(),
+  retryTaskPlatform: vi.fn(),
+  runJdSessionManagerHealthCheck: vi.fn(),
+  runJdSessionManagerRecovery: vi.fn(),
+  runTmallSessionManagerHealthCheck: vi.fn(),
+  startJdQrLogin: vi.fn(),
+  startTmallQrLogin: vi.fn(),
+  updateJdSessionManagerConfig: vi.fn(),
+  updateTmallSessionManagerConfig: vi.fn()
+}));
+
+import { App } from "./App";
+import { getTask, getTaskReport } from "./lib/api";
+
+function renderWithProviders(node: ReactNode, initialEntries: string[]) {
+  const queryClient = new QueryClient({
+    defaultOptions: {
+      queries: {
+        retry: false
+      }
+    }
+  });
+
+  return render(
+    <QueryClientProvider client={queryClient}>
+      <MemoryRouter initialEntries={initialEntries}>{node}</MemoryRouter>
+    </QueryClientProvider>
+  );
+}
+
+describe("ReportPage", () => {
+  const taskId = "task-report";
+
+  beforeEach(() => {
+    vi.mocked(getTask).mockResolvedValue({
+      task: {
+        taskId,
+        query: "Nintendo Switch 2",
+        createdAt: "2026-04-02T11:40:00.000Z",
+        updatedAt: "2026-04-02T12:00:00.000Z",
+        perLinkLimit: 100,
+        taskTotalLimit: 500,
+        taskStatus: "Completed",
+        taskStage: "publish",
+        platformRuns: [
+          {
+            platform: "jd",
+            searchRequirement: "required",
+            status: "Completed",
+            candidateCount: 1,
+            selectedCandidateIds: ["jd-1"],
+            lastUpdatedAt: "2026-04-02T11:58:00.000Z"
+          }
+        ],
+        platformCandidates: {
+          tmall: [],
+          jd: []
+        },
+        events: [],
+        reportVersions: [1],
+        defaultReportVersion: 1,
+        latestSuccessfulReportVersion: 1
+      }
+    } as any);
+
+    vi.mocked(getTaskReport).mockResolvedValue({
+      report: {
+        report_id: "report-1",
+        report_version: 1,
+        task_id: taskId,
+        generated_at: "2026-04-02T12:00:00.000Z",
+        task_status: "Completed",
+        summary: {
+          headline: "报告已包含真实评论证据",
+          key_points: ["评论样本已写入报告证据，可在站内查看。"],
+          limitations: []
+        },
+        product_snapshot: {
+          query: "Nintendo Switch 2",
+          normalized_product_name: "Nintendo Switch 2",
+          platform_count: 1,
+          selected_link_count: 1,
+          review_sample_count: 5,
+          analysis_time_range: {
+            start: "2026-04-02T11:40:00.000Z",
+            end: "2026-04-02T12:00:00.000Z"
+          }
+        },
+        platform_insights: [
+          {
+            platform: "jd",
+            execution_status: "completed",
+            selected_link_count: 1,
+            price_range: null,
+            selling_points: [],
+            positive_themes: [],
+            negative_themes: [],
+            store_diff_notes: []
+          }
+        ],
+        cross_platform_insights: [],
+        recommendations: [],
+        evidence_index: [
+          {
+            evidence_id: "evidence-product-1",
+            platform: "jd",
+            source_type: "product",
+            source_url: "https://item.jd.com/100068388533.html",
+            review_ref: null,
+            snippet: "Nintendo Switch 2 | 店铺 京东自营 | 价格 ¥2999 | 库存 有货",
+            captured_at: "2026-04-02T11:58:00.000Z"
+          },
+          {
+            evidence_id: "evidence-review-1",
+            platform: "jd",
+            source_type: "review",
+            source_url: "https://item.jd.com/100068388533.html",
+            review_ref: "comment-1",
+            review_detail: {
+              content: "这是一条抓取到的完整评论内容。",
+              score: "5",
+              created_at: "2026-04-02",
+              author_label: "PLUS会员",
+              sku_labels: ["标准版"],
+              like_count: "9",
+              reply: "感谢支持。",
+              append_content: "追评：一周后依然满意。",
+              picture_urls: [],
+              video_urls: [],
+              append_picture_urls: []
+            },
+            snippet: "样本 latest | 评分 5 | PLUS会员 | 这是一条抓取到的完整评论内容。",
+            captured_at: "2026-04-02T11:59:00.000Z"
+          }
+        ],
+        review_collections: [
+          {
+            collection_id: "review-collection-jd-1",
+            candidate_id: "jd-1",
+            product_evidence_id: "evidence-product-1",
+            platform: "jd",
+            source_url: "https://item.jd.com/100068388533.html",
+            title: "Nintendo Switch 2",
+            store_name: "京东自营",
+            price_label: "¥2999",
+            captured_at: "2026-04-02T11:59:00.000Z",
+            review_count: 2,
+            sampled_review_refs: ["comment-1"],
+            comments: [
+              {
+                review_ref: "comment-1",
+                sample_bucket: "latest",
+                content: "这是一条抓取到的完整评论内容。",
+                score: "5",
+                created_at: "2026-04-02",
+                author_label: "PLUS会员",
+                sku_labels: ["标准版"],
+                like_count: "9",
+                reply: "感谢支持。",
+                append_content: "追评：一周后依然满意。",
+                picture_urls: [],
+                video_urls: [],
+                append_picture_urls: []
+              },
+              {
+                review_ref: "comment-2",
+                sample_bucket: null,
+                content: "第二条抓取评论，主要提到续航稳定。",
+                score: "4",
+                created_at: "2026-04-01",
+                author_label: "普通会员",
+                sku_labels: ["标准版"],
+                like_count: "2",
+                reply: null,
+                append_content: null,
+                picture_urls: [],
+                video_urls: [],
+                append_picture_urls: []
+              }
+            ]
+          }
+        ],
+        quality_flags: {
+          sample_insufficient: false,
+          partial_platform_failure: false,
+          blocked_platforms: [],
+          failed_platforms: []
+        }
+      }
+    } as any);
+  });
+
+  afterEach(() => {
+    cleanup();
+    vi.clearAllMocks();
+  });
+
+  it("expands all captured comments from the review sample metric", async () => {
+    const user = userEvent.setup();
+
+    renderWithProviders(<App />, [`/tasks/${taskId}/report`]);
+
+    expect(await screen.findByText("评论样本已写入报告证据，可在站内查看。")).toBeInTheDocument();
+    expect(screen.queryByText("第二条抓取评论，主要提到续航稳定。")).not.toBeInTheDocument();
+
+    await user.click(screen.getByRole("button", { name: "查看全部抓取评论" }));
+
+    expect(await screen.findByText("第二条抓取评论，主要提到续航稳定。")).toBeInTheDocument();
+    expect(screen.getByText("共保留 2 条抓取评论")).toBeInTheDocument();
+    expect(screen.getByText("已抽样 1 条进入报告样本")).toBeInTheDocument();
+  });
+
+  it("expands per-link comments and sampled review details inside the evidence index", async () => {
+    const user = userEvent.setup();
+
+    renderWithProviders(<App />, [`/tasks/${taskId}/report`]);
+
+    expect(await screen.findByText("评论样本已写入报告证据，可在站内查看。")).toBeInTheDocument();
+    expect(screen.queryByText("第二条抓取评论，主要提到续航稳定。")).not.toBeInTheDocument();
+
+    await user.click(screen.getByRole("button", { name: "查看该链接评论（2）" }));
+
+    expect(await screen.findByText("第二条抓取评论，主要提到续航稳定。")).toBeInTheDocument();
+    expect(screen.getByText("该链接共抓取 2 条评论")).toBeInTheDocument();
+    expect(screen.getAllByText("评论正文")).toHaveLength(2);
+
+    await user.click(screen.getByRole("button", { name: "查看样本评论" }));
+
+    expect(await screen.findAllByText("评论正文")).toHaveLength(3);
+    expect(screen.getAllByText("追评")).toHaveLength(2);
+    expect(screen.getAllByText("商家回复")).toHaveLength(2);
+    expect(screen.getAllByText("点赞 9")).toHaveLength(2);
+  });
+});

apps/web/src/styles.css

@@ -285,6 +285,39 @@ a {
   color: inherit;
 }
 
+.evidence-card {
+  display: grid;
+  gap: 12px;
+}
+
+.evidence-card p,
+.evidence-review-detail p {
+  margin: 0;
+}
+
+.evidence-card__header,
+.evidence-card__meta,
+.evidence-card__actions,
+.evidence-review-detail__meta {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  flex-wrap: wrap;
+}
+
+.evidence-card__header {
+  justify-content: space-between;
+}
+
+.evidence-review-detail {
+  display: grid;
+  gap: 12px;
+  padding: 14px;
+  border-radius: 16px;
+  border: 1px solid rgba(20, 108, 110, 0.16);
+  background: rgba(20, 108, 110, 0.06);
+}
+
 .mini-task-link__topline {
   display: flex;
   align-items: start;
@@ -476,6 +509,18 @@ a {
   gap: 6px;
 }
 
+.metric-card--button {
+  width: 100%;
+  color: inherit;
+  text-align: left;
+  cursor: pointer;
+}
+
+.metric-card--button:hover {
+  border-color: rgba(20, 108, 110, 0.24);
+  box-shadow: 0 12px 24px rgba(20, 108, 110, 0.08);
+}
+
 .metric-card span {
   color: var(--text-secondary);
   font-size: 13px;
@@ -485,6 +530,17 @@ a {
   font-size: 24px;
 }
 
+.metric-card small {
+  color: var(--brand-primary);
+  font-size: 12px;
+  font-weight: 700;
+}
+
+.review-comment-list {
+  display: grid;
+  gap: 12px;
+}
+
 .history-card__actions,
 .sticky-actions {
   margin-top: 16px;
@@ -621,6 +677,39 @@ a {
   color: var(--text-primary);
 }
 
+.qr-login-card {
+  display: grid;
+  grid-template-columns: minmax(220px, 280px) minmax(0, 1fr);
+  gap: 16px;
+  align-items: start;
+}
+
+.qr-login-card__preview {
+  display: grid;
+  place-items: center;
+  min-height: 248px;
+  padding: 16px;
+  border-radius: 18px;
+  background:
+    linear-gradient(180deg, rgba(20, 108, 110, 0.08) 0%, rgba(255, 255, 255, 0.88) 100%);
+  border: 1px solid rgba(20, 108, 110, 0.14);
+}
+
+.qr-login-card__preview img {
+  display: block;
+  width: min(100%, 240px);
+  max-height: 240px;
+  object-fit: contain;
+  border-radius: 12px;
+  background: white;
+}
+
+.qr-login-card__empty {
+  color: var(--text-secondary);
+  text-align: center;
+  line-height: 1.6;
+}
+
 .session-details {
   display: grid;
   gap: 12px;
@@ -748,6 +837,10 @@ a {
     grid-template-columns: 1fr;
   }
 
+  .qr-login-card {
+    grid-template-columns: 1fr;
+  }
+
   .sidebar {
     display: none;
   }

packages/report-schema/src/index.ts

@@ -40,10 +40,59 @@ export const EvidenceSchema = z.object({
   source_type: z.enum(evidenceSourceTypes),
   source_url: z.string().url(),
   review_ref: z.string().nullable(),
+  review_detail: z
+    .object({
+      content: z.string().min(1),
+      score: z.string().nullable(),
+      created_at: z.string().nullable(),
+      author_label: z.string().nullable(),
+      sku_labels: z.array(z.string().min(1)).optional(),
+      like_count: z.string().nullable().optional(),
+      reply: z.string().nullable().optional(),
+      append_content: z.string().nullable().optional(),
+      picture_urls: z.array(z.string().min(1)).optional(),
+      video_urls: z.array(z.string().min(1)).optional(),
+      append_picture_urls: z.array(z.string().min(1)).optional()
+    })
+    .optional(),
   snippet: z.string().min(1),
   captured_at: z.string().datetime()
 });
 
+const ReviewDetailSchema = z.object({
+  content: z.string().min(1),
+  score: z.string().nullable(),
+  created_at: z.string().nullable(),
+  author_label: z.string().nullable(),
+  sku_labels: z.array(z.string().min(1)).optional(),
+  like_count: z.string().nullable().optional(),
+  reply: z.string().nullable().optional(),
+  append_content: z.string().nullable().optional(),
+  picture_urls: z.array(z.string().min(1)).optional(),
+  video_urls: z.array(z.string().min(1)).optional(),
+  append_picture_urls: z.array(z.string().min(1)).optional()
+});
+
+const ReviewCollectionCommentSchema = ReviewDetailSchema.extend({
+  review_ref: z.string().min(1),
+  sample_bucket: z.enum(["latest", "hot", "negative"]).nullable().optional()
+});
+
+const ReviewCollectionSchema = z.object({
+  collection_id: z.string().min(1),
+  candidate_id: z.string().min(1),
+  product_evidence_id: z.string().min(1),
+  platform: z.enum(platforms),
+  source_url: z.string().url(),
+  title: z.string().min(1),
+  store_name: z.string().nullable(),
+  price_label: z.string().nullable(),
+  captured_at: z.string().datetime(),
+  review_count: z.number().int().nonnegative(),
+  sampled_review_refs: z.array(z.string().min(1)),
+  comments: z.array(ReviewCollectionCommentSchema)
+});
+
 export const PlatformInsightSchema = z.object({
   platform: z.enum(platforms),
   execution_status: z.enum(executionStatuses),
@@ -86,6 +135,7 @@ export const ReportSchema = z.object({
   cross_platform_insights: z.array(InsightCardSchema),
   recommendations: z.array(InsightCardSchema),
   evidence_index: z.array(EvidenceSchema),
+  review_collections: z.array(ReviewCollectionSchema).optional(),
   quality_flags: z.object({
     sample_insufficient: z.boolean(),
     partial_platform_failure: z.boolean(),

packages/report-schema/test/report-schema.test.ts

@@ -101,6 +101,75 @@ describe("ReportSchema", () => {
           review_ref: null,
           snippet: "详情页强调 5 倍长焦与钛金属材质。",
           captured_at: "2026-04-02T11:58:00.000Z"
+        },
+        {
+          evidence_id: "evidence-2",
+          platform: "tmall",
+          source_type: "review",
+          source_url: "https://example.com/tmall/iphone-15-pro",
+          review_ref: "comment-1",
+          review_detail: {
+            content: "拍照效果稳定，夜景比预期更干净。",
+            score: "5",
+            created_at: "2026-04-02",
+            author_label: "88VIP",
+            sku_labels: ["远峰蓝 / 256G"],
+            like_count: "12",
+            reply: "感谢支持",
+            append_content: "追评：一周后续航依然稳定。",
+            picture_urls: ["https://example.com/review/pic-1.jpg"],
+            video_urls: [],
+            append_picture_urls: []
+          },
+          snippet: "样本 latest | 评分 5 | 88VIP | 拍照效果稳定，夜景更干净。",
+          captured_at: "2026-04-02T11:59:00.000Z"
+        }
+      ],
+      review_collections: [
+        {
+          collection_id: "review-collection-candidate-1",
+          candidate_id: "candidate-1",
+          product_evidence_id: "evidence-1",
+          platform: "tmall",
+          source_url: "https://example.com/tmall/iphone-15-pro",
+          title: "iPhone 15 Pro",
+          store_name: "Apple 官方旗舰店",
+          price_label: "¥7999",
+          captured_at: "2026-04-02T11:59:00.000Z",
+          review_count: 2,
+          sampled_review_refs: ["comment-1"],
+          comments: [
+            {
+              review_ref: "comment-1",
+              sample_bucket: "latest",
+              content: "拍照效果稳定，夜景比预期更干净。",
+              score: "5",
+              created_at: "2026-04-02",
+              author_label: "88VIP",
+              sku_labels: ["远峰蓝 / 256G"],
+              like_count: "12",
+              reply: "感谢支持",
+              append_content: "追评：一周后续航依然稳定。",
+              picture_urls: ["https://example.com/review/pic-1.jpg"],
+              video_urls: [],
+              append_picture_urls: []
+            },
+            {
+              review_ref: "comment-2",
+              sample_bucket: null,
+              content: "手感不错，续航也正常。",
+              score: "4",
+              created_at: "2026-04-01",
+              author_label: null,
+              sku_labels: [],
+              like_count: null,
+              reply: null,
+              append_content: null,
+              picture_urls: [],
+              video_urls: [],
+              append_picture_urls: []
+            }
+          ]
         }
       ],
       quality_flags: {
@@ -113,6 +182,7 @@ describe("ReportSchema", () => {
 
     expect(report.report_version).toBe(1);
     expect(report.platform_insights).toHaveLength(2);
+    expect(report.review_collections).toHaveLength(1);
   });
 
   it("rejects a strong insight without evidence ids", () => {