diff --git a/src/views/analysis-of-students/analysis.vue b/src/views/analysis-of-students/analysis.vue
index 174562b..21653e9 100644
--- a/src/views/analysis-of-students/analysis.vue
+++ b/src/views/analysis-of-students/analysis.vue
@@ -9,7 +9,7 @@
 <template>
   <div class="stu-analysis-of-students">
     <div class="handren-title">
-      <h3>此处为AI根据学情数据进行的智能分析，从个人成绩和实训时长角度给出分析结果，仅供参考</h3>
+      <h3>此处为AI根据学情数据进行的智能分析，从个人实训成绩和实训学习数据角度给出分析结果，仅供参考</h3>
     </div>
     <div class="content">
       <el-empty v-if="scoreLoaded && !hasScoreData" class="empty-score" description="暂无成绩数据，暂时无法进行AI学情分析" />
@@ -63,16 +63,72 @@ const hasScoreData = ref(false);
 const hasTeacherScoreData = (row) => {
   return Number(row.completedTaskCount || 0) > 0 || moduleMap.some(({ key }) => row[`${key}Score`] !== null && row[`${key}Score`] !== undefined);
 };
+const studyTimeFields = [
+  { projectName: "市场需求挖掘", field: "marketResearchTime" },
+  { projectName: "产品规划", field: "productPlanningTime" },
+  { projectName: "产品投放测试", field: "productLaunchTestTime" },
+  { projectName: "供应渠道管理", field: "supplyChannelTime" },
+  { projectName: "产品评估与考核", field: "productEvaluationTime" },
+];
+const toNumber = (value) => Number(value) || 0;
+const hasStudentTrainingData = (report, studyTime, visitRows) =>
+  (report?.modules || []).some((module) => toNumber(module.score) > 0 || toNumber(module.completedTaskCount) > 0)
+  || (report?.tasks || []).some((task) => task.progressStatus && task.progressStatus !== "NOT_STARTED")
+  || studyTimeFields.some(({ field }) => toNumber(studyTime?.[field]) > 0)
+  || (visitRows || []).some((item) => toNumber(item.visitCount) > 0);
+const buildStudentAnalysisData = (report, studyTime, visitRows) => ({
+  trainingScores: {
+    totalScore: toNumber(report?.totalScore),
+    rank: report?.rank ?? null,
+    modules: (report?.modules || []).map((module) => ({
+      moduleName: module.moduleName,
+      score: toNumber(module.score),
+      weight: toNumber(module.weight),
+      completedTaskCount: toNumber(module.completedTaskCount),
+      totalTaskCount: toNumber(module.totalTaskCount),
+      participating: Boolean(module.participating),
+    })),
+  },
+  learningData: {
+    studyTimeMinutes: studyTimeFields.map(({ projectName, field }) => ({
+      projectName,
+      minutes: toNumber(studyTime?.[field]),
+    })),
+    projectVisits: (visitRows || []).map((item) => ({
+      projectName: item.project,
+      visitCount: toNumber(item.visitCount),
+    })),
+    taskProgress: (report?.tasks || []).map((task) => ({
+      taskName: task.taskName,
+      moduleName: task.moduleName,
+      progressStatus: task.progressStatus || "NOT_STARTED",
+      submitted: Boolean(task.submitted),
+      aiAssessmentScore: task.aiAssessmentScore ?? null,
+    })),
+  },
+});
 const getScoreList = async () => {
   scoreLoaded.value = false;
   scoreList.value = [];
   hasScoreData.value = false;
-  proxy.$cache.session.remove("scoreList");
+  proxy.$cache.session.remove("learningAnalysisData");
   try {
     if (roleId.value == 4) {
-      const res = await indexApi.getStuModuleDetail({ userId: userStore.userInfo.userId });
-      scoreList.value = Array.isArray(res?.data) ? res.data : [];
-      hasScoreData.value = scoreList.value.length > 0;
+      const [reportResult, studyTimeResult, visitCountResult] = await Promise.allSettled([
+        indexApi.getCurrentExperimentReport(),
+        indexApi.getStudyTime({ userId: userStore.userInfo.userId }),
+        indexApi.getUserVisitCount({ userId: userStore.userInfo.userId, schoolId: userStore.userInfo.schoolId }),
+      ]);
+      if (reportResult.status !== "fulfilled") {
+        throw reportResult.reason;
+      }
+      const report = reportResult.value?.data || {};
+      const studyTime = studyTimeResult.status === "fulfilled" ? (studyTimeResult.value?.data || {}) : {};
+      const visitRows = visitCountResult.status === "fulfilled" && Array.isArray(visitCountResult.value?.data)
+        ? visitCountResult.value.data
+        : [];
+      scoreList.value = buildStudentAnalysisData(report, studyTime, visitRows);
+      hasScoreData.value = hasStudentTrainingData(report, studyTime, visitRows);
     } else {
       const res = await scoreApi.getScoreList({
         index: 1,
@@ -96,7 +152,7 @@ const getScoreList = async () => {
       }));
     }
     if (hasScoreData.value) {
-      proxy.$cache.session.setJSON("scoreList", scoreList.value);
+      proxy.$cache.session.setJSON("learningAnalysisData", scoreList.value);
     } else {
       proxy.$message.warning("暂无成绩数据，暂时无法进行AI学情分析");
     }
@@ -114,7 +170,7 @@ const analysis = (val) => {
   if (!hasScoreData.value) {
     return proxy.$message.warning("暂无成绩数据，暂时无法进行AI学情分析");
   }
-  proxy.$cache.session.setJSON("msg", val.msg);
+  proxy.$cache.session.setJSON("msg", `${val.msg}\n请严格基于传入的实训成绩（trainingScores）和实训学习数据（learningData）分析，不要补造数据。`);
   router.push("/ai/learning-situation-dialogue");
 };
 onMounted(() => {
diff --git a/src/views/analysis-of-students/dialogue.vue b/src/views/analysis-of-students/dialogue.vue
index 337de72..7013815 100644
--- a/src/views/analysis-of-students/dialogue.vue
+++ b/src/views/analysis-of-students/dialogue.vue
@@ -162,7 +162,7 @@ const gInterrupt = () => {
 const getAnalysis = async () => {
   loading.value = true;
   try {
-    const res = await AI.getLearningAnalysis({ stuNeed: proxy.$cache.session.getJSON("msg"), stuData: proxy.$cache.session.getJSON("scoreList") });
+    const res = await AI.getLearningAnalysis({ stuNeed: proxy.$cache.session.getJSON("msg"), stuData: proxy.$cache.session.getJSON("learningAnalysisData") });
     messages.value.push({
       id: Date.now(),
       role: "assistant",
@@ -205,7 +205,7 @@ const exportData = () => {
   XLSX.writeFile(workbook, "export.xlsx");
 };
 onMounted(() => {
-  if (proxy.$cache.session.getJSON("msg") && proxy.$cache.session.getJSON("scoreList")) {
+  if (proxy.$cache.session.getJSON("msg") && proxy.$cache.session.getJSON("learningAnalysisData")) {
     getAnalysis();
   } else {
     if (proxy.$cache.session.getJSON("teachingPlan")) {
diff --git a/tests/ai-learning-analysis.static.test.cjs b/tests/ai-learning-analysis.static.test.cjs
index 8c26a49..5c8bd32 100644
--- a/tests/ai-learning-analysis.static.test.cjs
+++ b/tests/ai-learning-analysis.static.test.cjs
@@ -14,16 +14,22 @@ test("learning analysis request does not send the commerce login token", () => {
   assert.match(requestBlock, /params:\s*\{\s*stuNeed\s*}/);
 });
 
-test("learning analysis page handles empty and failed score data", () => {
+test("learning analysis page sends current training scores and learning activity data", () => {
   assert.match(analysisSource, /暂无成绩数据，暂时无法进行AI学情分析/);
-  assert.match(analysisSource, /proxy\.\$cache\.session\.remove\("scoreList"\)/);
-  assert.match(analysisSource, /rows\.some\(hasTeacherScoreData\)/);
+  assert.match(analysisSource, /getCurrentExperimentReport/);
+  assert.match(analysisSource, /getStudyTime/);
+  assert.match(analysisSource, /getUserVisitCount/);
+  assert.match(analysisSource, /trainingScores/);
+  assert.match(analysisSource, /learningData/);
+  assert.match(analysisSource, /learningAnalysisData/);
+  assert.doesNotMatch(analysisSource, /getStuModuleDetail/);
   assert.match(analysisSource, /completedTaskCount/);
   assert.match(analysisSource, /if \(!hasScoreData\.value\)/);
   assert.match(analysisSource, /finally\s*\{\s*scoreLoaded\.value = true/);
 });
 
 test("AI analysis failure always closes the loading overlay", () => {
+  assert.match(dialogueSource, /learningAnalysisData/);
   assert.match(dialogueSource, /AI学情分析暂时不可用，请稍后重试/);
   assert.match(dialogueSource, /finally\s*\{\s*loading\.value = false/);
 });