feat: P1 合盘/星座/问答与测测完整设计包及模拟器取证工具

落地 synastry/star/ask API 与 H5 页面，补齐 cece-frontend-re complete-design 证据文档，并加入 Android 模拟器截图抓取脚本。

Co-authored-by: Cursor <cursoragent@cursor.com>

apps/api/internal/service/scale/service.go

@@ -7,6 +7,7 @@ import (
 
 	"github.com/google/uuid"
 
+	sc "github.com/yuxingu/digital-psychology/apps/api/internal/scale"
 	"github.com/yuxingu/digital-psychology/apps/api/internal/repository"
 )
 
@@ -51,31 +52,10 @@ func (s *Service) Submit(ctx context.Context, userID uuid.UUID, slug string, in
 	if err != nil {
 		return nil, errors.New("scale not found")
 	}
-	counts := map[string]int{}
-	for _, v := range in.Answers {
-		counts[v]++
-	}
-	best, bestN := "A", -1
-	for k, n := range counts {
-		if n > bestN {
-			best, bestN = k, n
-		}
-	}
-	label := map[string]string{
-		"A": "理性澄清型",
-		"B": "感受连接型",
-		"C": "节奏尊重型",
-	}[best]
-	if label == "" {
-		label = "平衡探索型"
-	}
-	result := map[string]interface{}{
-		"title":      "探索结果",
-		"style_key":  best,
-		"label":      label,
-		"summary":    "这是你当前沟通偏好的探索结果，可用于自我了解与关系理解，不是固定标签。",
-		"share_line": "我的沟通方式：" + label,
-	}
+
+	labels, _, _ := labelsForSlug(slug)
+	key, label := sc.ScoreMajority(in.Answers, labels, "平衡探索型")
+	result := sc.BuildResult(slug, key, label)
 	ansJSON, _ := json.Marshal(in.Answers)
 	resJSON, _ := json.Marshal(result)
 	id, err := s.Repo.SaveResult(ctx, userID, scaleID, in.ProfileID, ansJSON, resJSON)
@@ -84,3 +64,37 @@ func (s *Service) Submit(ctx context.Context, userID uuid.UUID, slug string, in
 	}
 	return &SubmitResult{ID: id, Result: result}, nil
 }
+
+func labelsForSlug(slug string) (labels map[string]string, sharePrefix, summary string) {
+	switch slug {
+	case "emotion-pattern":
+		return sc.EmotionLabels(),
+			"我的情感模式：",
+			"这是你当前情绪调节偏好的探索结果，可用于自我了解与日常调整，不是固定标签。"
+	case "mbti-lite":
+		return map[string]string{"E": "外向充能型", "I": "内向充能型", "T": "理性决策型", "F": "感受决策型", "J": "结构安排型", "P": "弹性探索型"},
+			"我的人格偏好：", "轻量人格偏好探索，不是固定分类。"
+	case "enneagram-lite":
+		return map[string]string{"A": "尽责驱动型", "B": "联结驱动型", "C": "独立驱动型"},
+			"我的动机模式：", "内在动机轻量探索，用于自我觉察。"
+	case "bigfive-lite":
+		return map[string]string{"O": "开放探索型", "C": "条理稳健型", "E": "主动外展型", "A": "温和协作型", "N": "细腻敏感型"},
+			"我的性格五维：", "稳定特质速览，可随情境变化。"
+	case "love-style":
+		return map[string]string{"A": "稳定陪伴型", "B": "深度共鸣型", "C": "空间尊重型"},
+			"我的亲密互动：", "亲密关系偏好探索，不是关系定论。"
+	case "eq-lite":
+		return map[string]string{"A": "觉察表达型", "B": "行动调节型", "C": "缓慢识别型"},
+			"我的情绪觉察：", "情绪习惯探索，可用于日常调节。"
+	case "stress-index":
+		return map[string]string{"A": "节奏稳定型", "B": "波动调节型", "C": "高负荷需休息型"},
+			"我的压力负荷：", "近期压力与恢复偏好，不是诊断。"
+	case "career-interest":
+		return map[string]string{"A": "创造表达型", "B": "助人支持型", "C": "分析解决型"},
+			"我的职业兴趣：", "工作动力偏好探索，可作方向参考。"
+	default:
+		return sc.CommunicationLabels(),
+			"我的沟通方式：",
+			"这是你当前沟通偏好的探索结果，可用于自我了解与关系理解，不是固定标签。"
+	}
+}