diff --git a/src/main/java/com/assu/server/domain/admin/controller/AdminController.java b/src/main/java/com/assu/server/domain/admin/controller/AdminController.java
index 0ea470cd..3ed0baaa 100644
--- a/src/main/java/com/assu/server/domain/admin/controller/AdminController.java
+++ b/src/main/java/com/assu/server/domain/admin/controller/AdminController.java
@@ -6,6 +6,7 @@
 import com.assu.server.global.apiPayload.code.status.SuccessStatus;
 import com.assu.server.global.util.PrincipalDetails;
 import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.core.annotation.AuthenticationPrincipal;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -15,18 +16,21 @@
 @RestController
 @RequestMapping("/admin")
 @RequiredArgsConstructor
+@Tag(name = "관리자 관련 API", description = "어드민 및 시스템 추천 관련 API")
 public class AdminController {
 
     private final AdminService adminService;
 
     @Operation(
             summary = "파트너 추천 API",
-            description = "제휴하지 않은 파트너 중 한 곳을 랜덤으로 조회합니다."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/2591197c19ed80f5b05cffcfecef9c24)\n" +
+                    "- 아직 제휴를 맺지 않은 파트너 중 한 곳을 랜덤으로 추천합니다.\n" +
+                    "- **Authentication**: 헤더에 JWT 토큰 필요 (Admin 권한)"
     )
     @GetMapping("/partner-recommend")
     public BaseResponse<AdminResponseDTO.RandomPartnerResponseDTO> randomPartnerRecommend(
             @AuthenticationPrincipal PrincipalDetails pd
-            ) {
+    ) {
         return BaseResponse.onSuccess(SuccessStatus._OK, adminService.suggestRandomPartner(pd.getId()));
     }
-}
+}
\ No newline at end of file
diff --git a/src/main/java/com/assu/server/domain/admin/entity/Admin.java b/src/main/java/com/assu/server/domain/admin/entity/Admin.java
index 875e5265..6e761a88 100644
--- a/src/main/java/com/assu/server/domain/admin/entity/Admin.java
+++ b/src/main/java/com/assu/server/domain/admin/entity/Admin.java
@@ -1,18 +1,9 @@
 package com.assu.server.domain.admin.entity;
 
-
+import com.assu.server.domain.member.entity.Member;
 import com.assu.server.domain.user.entity.enums.Department;
 import com.assu.server.domain.user.entity.enums.Major;
-import com.assu.server.domain.member.entity.Member;
 import com.assu.server.domain.user.entity.enums.University;
-
-import jakarta.persistence.Entity;
-import jakarta.persistence.EnumType;
-import jakarta.persistence.Enumerated;
-import jakarta.persistence.JoinColumn;
-import jakarta.persistence.MapsId;
-import jakarta.persistence.OneToOne;
-import jakarta.persistence.Id;
 import jakarta.persistence.*;
 import jakarta.validation.constraints.NotNull;
 import lombok.*;
@@ -36,37 +27,58 @@ public class Admin {
     @OneToOne
     @MapsId
     @JoinColumn(name = "id")
+    @NotNull
     private Member member;
 
+    @NotNull
+    @Column(nullable = false)
     private String name;
 
+    @NotNull
+    @Column(nullable = false)
     private String officeAddress;
 
     private String detailAddress;
 
     private String signUrl;
 
-    private Boolean isSignVerified;
+    @NotNull
+    @Builder.Default
+    @Column(nullable = false)
+    private Boolean isSignVerified = false;
 
     private LocalDateTime signVerifiedAt;
 
     @Enumerated(EnumType.STRING)
+    @NotNull
+    @Column(nullable = false)
     private Major major;
 
     @Enumerated(EnumType.STRING)
+    @NotNull
+    @Column(nullable = false)
     private Department department;
 
     @Enumerated(EnumType.STRING)
     @NotNull
+    @Column(nullable = false)
     private University university;
 
     @JdbcTypeCode(SqlTypes.GEOMETRY)
     private Point point;
 
-    private double latitude;
-    private double longitude;
+    @NotNull
+    @Column(nullable = false)
+    private Double latitude;
+
+    @NotNull
+    @Column(nullable = false)
+    private Double longitude;
 
     public void setMember(Member member) {
         this.member = member;
+        if (member != null && member.getId() != null) {
+            this.id = member.getId();
+        }
     }
-}
+}
\ No newline at end of file
diff --git a/src/main/java/com/assu/server/domain/admin/service/AdminService.java b/src/main/java/com/assu/server/domain/admin/service/AdminService.java
index 32da6ff1..afd7777a 100644
--- a/src/main/java/com/assu/server/domain/admin/service/AdminService.java
+++ b/src/main/java/com/assu/server/domain/admin/service/AdminService.java
@@ -8,7 +8,6 @@
 import com.assu.server.domain.user.entity.enums.Major;
 import com.assu.server.domain.user.entity.enums.University;
 
-// PaperQueryServiceImpl 이 AdminService 참조 중 -> 순환참조 문제 발생하지 않도록 주의
 public interface AdminService {
 	List<Admin> findMatchingAdmins(University university, Department department, Major major);
 
diff --git a/src/main/java/com/assu/server/domain/admin/service/AdminServiceImpl.java b/src/main/java/com/assu/server/domain/admin/service/AdminServiceImpl.java
index cfcdb411..4ebd93a7 100644
--- a/src/main/java/com/assu/server/domain/admin/service/AdminServiceImpl.java
+++ b/src/main/java/com/assu/server/domain/admin/service/AdminServiceImpl.java
@@ -1,40 +1,38 @@
 package com.assu.server.domain.admin.service;
 
-
-import java.util.List;
-import org.springframework.stereotype.Service;
 import com.assu.server.domain.admin.dto.AdminResponseDTO;
 import com.assu.server.domain.admin.entity.Admin;
 import com.assu.server.domain.admin.repository.AdminRepository;
-import com.assu.server.domain.user.entity.enums.Department;
-import com.assu.server.domain.user.entity.enums.Major;
-import jakarta.transaction.Transactional;
-import lombok.RequiredArgsConstructor;
 import com.assu.server.domain.partner.entity.Partner;
 import com.assu.server.domain.partner.repository.PartnerRepository;
+import com.assu.server.domain.user.entity.enums.Department;
+import com.assu.server.domain.user.entity.enums.Major;
 import com.assu.server.domain.user.entity.enums.University;
 import com.assu.server.global.apiPayload.code.status.ErrorStatus;
 import com.assu.server.global.exception.DatabaseException;
-import java.util.concurrent.ThreadLocalRandom;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
 
+import java.util.List;
+import java.util.concurrent.ThreadLocalRandom;
 
 @Service
 @RequiredArgsConstructor
+@Transactional
 public class AdminServiceImpl implements AdminService {
 
     private final AdminRepository adminRepository;
     private final PartnerRepository partnerRepository;
-	@Override
-	@Transactional
-	public List<Admin> findMatchingAdmins(University university, Department department, Major major){
 
+    @Override
+    @Transactional(readOnly = true)
+    public List<Admin> findMatchingAdmins(University university, Department department, Major major) {
+        return adminRepository.findMatchingAdmins(university, department, major);
+    }
 
-		List<Admin> adminList = adminRepository.findMatchingAdmins(university, department,major);
-
-		return adminList;
-	}
     @Override
-	@Transactional
+    @Transactional(readOnly = true)
     public AdminResponseDTO.RandomPartnerResponseDTO suggestRandomPartner(Long adminId) {
 
         Admin admin = adminRepository.findById(adminId)
@@ -45,10 +43,10 @@ public AdminResponseDTO.RandomPartnerResponseDTO suggestRandomPartner(Long admin
             throw new DatabaseException(ErrorStatus.NO_AVAILABLE_PARTNER);
         }
 
-        int offset = ThreadLocalRandom.current().nextInt((int)total);
+        int offset = ThreadLocalRandom.current().nextInt((int) total);
 
         Partner picked = partnerRepository.findUnpartneredActiveByAdminWithOffset(admin.getId(), offset);
-        if(picked == null) {
+        if (picked == null) {
             throw new DatabaseException(ErrorStatus.NO_AVAILABLE_PARTNER);
         }
 
@@ -61,5 +59,4 @@ public AdminResponseDTO.RandomPartnerResponseDTO suggestRandomPartner(Long admin
                 .partnerPhone(picked.getMember().getPhoneNum())
                 .build();
     }
-
-}
+}
\ No newline at end of file
diff --git a/src/main/java/com/assu/server/domain/mapping/controller/StudentAdminController.java b/src/main/java/com/assu/server/domain/mapping/controller/StudentAdminController.java
index 9487feb1..d35d7fdd 100644
--- a/src/main/java/com/assu/server/domain/mapping/controller/StudentAdminController.java
+++ b/src/main/java/com/assu/server/domain/mapping/controller/StudentAdminController.java
@@ -6,6 +6,7 @@
 import com.assu.server.global.apiPayload.code.status.SuccessStatus;
 import com.assu.server.global.util.PrincipalDetails;
 import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.core.annotation.AuthenticationPrincipal;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -15,21 +16,27 @@
 @RestController
 @RequiredArgsConstructor
 @RequestMapping("/admin/dashBoard")
+@Tag(name = "관리자 대시보드 API", description = "어드민 전용 통계 및 대시보드 데이터 조회 API")
 public class StudentAdminController {
+
     private final StudentAdminService studentAdminService;
+
     @Operation(
             summary = "누적 가입자 수 조회 API",
-            description = "admin으로 접근해주세요."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/_-24c1197c19ed8062be94fc08619b760f)\n" +
+                    "- 관리자(Admin) 권한으로 접근하여 현재까지의 총 누적 가입자 수를 조회합니다."
     )
     @GetMapping
     public BaseResponse<StudentAdminResponseDTO.CountAdminAuthResponseDTO> getCountAdmin(
             @AuthenticationPrincipal PrincipalDetails pd
-            ) {
+    ) {
         return BaseResponse.onSuccess(SuccessStatus._OK, studentAdminService.getCountAdminAuth(pd.getId()));
     }
+
     @Operation(
             summary = "신규 한 달 가입자 수 조회 API",
-            description = "admin으로 접근해주세요."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/_-24c1197c19ed805db80fca98c38849d1)\n" +
+                    "- 이번 달(매달 1일 초기화) 기준 신규 가입한 사용자 수를 조회합니다."
     )
     @GetMapping("/new")
     public BaseResponse<StudentAdminResponseDTO.NewCountAdminResponseDTO> getNewStudentCountAdmin(
@@ -40,7 +47,8 @@ public BaseResponse<StudentAdminResponseDTO.NewCountAdminResponseDTO> getNewStud
 
     @Operation(
             summary = "오늘 제휴 사용자 수 조회 API",
-            description = "admin으로 접근해주세요."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/_-24e1197c19ed80a283b1c336a1c3df72)\n" +
+                    "- 금일 제휴 서비스를 이용한 총 사용자 수를 조회합니다."
     )
     @GetMapping("/countUser")
     public BaseResponse<StudentAdminResponseDTO.CountUsagePersonResponseDTO> getCountUser(
@@ -48,29 +56,28 @@ public BaseResponse<StudentAdminResponseDTO.CountUsagePersonResponseDTO> getCoun
     ){
         return BaseResponse.onSuccess(SuccessStatus._OK, studentAdminService.getCountUsagePerson(pd.getId()));
     }
+
     @Operation(
             summary = "제휴업체 누적별 1위 업체 조회 API",
-            description = "adminId로 접근해주세요."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/_1-2ef1197c19ed8010a49ce6313d137b4f)\n" +
+                    "- 제휴 이용 횟수가 가장 많은 1위 업체의 정보를 조회합니다."
     )
-        @GetMapping("/top")
-        public BaseResponse<StudentAdminResponseDTO.CountUsageResponseDTO> getTopUsage(
-                @AuthenticationPrincipal PrincipalDetails pd
+    @GetMapping("/top")
+    public BaseResponse<StudentAdminResponseDTO.CountUsageResponseDTO> getTopUsage(
+            @AuthenticationPrincipal PrincipalDetails pd
     ) {
-            return BaseResponse.onSuccess(SuccessStatus._OK, studentAdminService.getCountUsage(pd.getId()));
-        }
-
-        /**
-         * 제휴 업체별 누적 제휴 이용 현황 리스트 반환 (사용량 내림차순)
-         */
-        @Operation(
-                summary = "제휴업체 누적 사용 수 내림차순 조회 API",
-                description = "adminId로 접근해주세요."
-        )
-        @GetMapping("/usage")
-        public BaseResponse<StudentAdminResponseDTO.CountUsageListResponseDTO> getUsageList(
-                @AuthenticationPrincipal PrincipalDetails pd
-        ) {
-            return BaseResponse.onSuccess(SuccessStatus._OK, studentAdminService.getCountUsageList(pd.getId()));
-        }
+        return BaseResponse.onSuccess(SuccessStatus._OK, studentAdminService.getCountUsage(pd.getId()));
+    }
 
-}
+    @Operation(
+            summary = "제휴업체 누적 사용 수 내림차순 조회 API",
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/_-24e1197c19ed802b92eff5d4dc4dbe82)\n" +
+                    "- 모든 제휴 업체의 누적 사용 현황을 사용량 내림차순 리스트로 반환합니다."
+    )
+    @GetMapping("/usage")
+    public BaseResponse<StudentAdminResponseDTO.CountUsageListResponseDTO> getUsageList(
+            @AuthenticationPrincipal PrincipalDetails pd
+    ) {
+        return BaseResponse.onSuccess(SuccessStatus._OK, studentAdminService.getCountUsageList(pd.getId()));
+    }
+}
\ No newline at end of file
diff --git a/src/main/java/com/assu/server/domain/mapping/repository/StudentAdminRepository.java b/src/main/java/com/assu/server/domain/mapping/repository/StudentAdminRepository.java
index bac1def6..0f0db4cf 100644
--- a/src/main/java/com/assu/server/domain/mapping/repository/StudentAdminRepository.java
+++ b/src/main/java/com/assu/server/domain/mapping/repository/StudentAdminRepository.java
@@ -13,7 +13,6 @@
 
 public interface StudentAdminRepository extends JpaRepository<StudentAdmin, Long> {
 
-    // 총 누적 가입자 수
     @Query("""
            select count(sa)
            from StudentAdmin sa
@@ -21,7 +20,6 @@ select count(sa)
            """)
     Long countAllByAdminId(@Param("adminId") Long adminId);
 
-    // 기간별 가입자 수
     @Query("""
            select count(sa)
            from StudentAdmin sa
@@ -33,14 +31,12 @@ Long countByAdminIdBetween(@Param("adminId") Long adminId,
                                @Param("from") LocalDateTime from,
                                @Param("to")   LocalDateTime to);
 
-    // 이번 달 신규 가입자 수
     default Long countThisMonthByAdminId(Long adminId) {
         LocalDateTime from = YearMonth.now().atDay(1).atStartOfDay();
         LocalDateTime to   = LocalDateTime.now();
         return countByAdminIdBetween(adminId, from, to);
     }
 
-    // 오늘 제휴 사용 고유 사용자 수
     @Query(value = """
         SELECT COUNT(DISTINCT pu.student_id)
         FROM partnership_usage pu
@@ -69,7 +65,6 @@ SELECT COUNT(DISTINCT pu.student_id)
         """, nativeQuery = true)
     List<StoreUsageWithPaper> findUsageByStoreWithPaper(@Param("adminId") Long adminId);
 
-    // 0건 포함 조회 (대시보드에서 모든 제휴 업체를 보여줘야 하는 경우)
     @Query(value = """
         SELECT
           p.id                                   AS paperId,
@@ -87,7 +82,7 @@ SELECT COUNT(DISTINCT pu.student_id)
     List<StoreUsageWithPaper> findUsageByStoreIncludingZero(@Param("adminId") Long adminId);
 
     interface StoreUsageWithPaper {
-        Long getPaperId();    // 🆕 추가: Paper ID
+        Long getPaperId();
         Long getStoreId();
         String getStoreName();
         Long getUsageCount();
diff --git a/src/main/java/com/assu/server/domain/partner/controller/PartnerController.java b/src/main/java/com/assu/server/domain/partner/controller/PartnerController.java
index cfd7e55f..03cb7258 100644
--- a/src/main/java/com/assu/server/domain/partner/controller/PartnerController.java
+++ b/src/main/java/com/assu/server/domain/partner/controller/PartnerController.java
@@ -6,6 +6,7 @@
 import com.assu.server.global.apiPayload.code.status.SuccessStatus;
 import com.assu.server.global.util.PrincipalDetails;
 import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 import org.springframework.security.core.annotation.AuthenticationPrincipal;
 import org.springframework.web.bind.annotation.*;
@@ -13,18 +14,21 @@
 @RestController
 @RequestMapping("/partner")
 @RequiredArgsConstructor
+@Tag(name = "파트너 관련 API", description = "파트너 전용 기능 및 추천 관련 API")
 public class PartnerController {
 
     private final PartnerService partnerService;
 
     @Operation(
             summary = "어드민 추천 API",
-            description = "제휴하지 않은 어드민 중 두 곳을 랜덤으로 조회합니다."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/2591197c19ed80368a9edf1f6e92ea38)\n" +
+                    "- 아직 제휴를 맺지 않은 어드민(학교/단체) 중 두 곳을 랜덤으로 조회합니다.\n" +
+                    "- **Authentication**: 헤더에 JWT 토큰 필요 (Partner 권한)"
     )
     @GetMapping("/admin-recommend")
     public BaseResponse<PartnerResponseDTO.RandomAdminResponseDTO> randomAdminRecommend(
             @AuthenticationPrincipal PrincipalDetails pd
-            ){
+    ){
         return BaseResponse.onSuccess(SuccessStatus._OK, partnerService.getRandomAdmin(pd.getId()));
     }
-}
+}
\ No newline at end of file
diff --git a/src/main/java/com/assu/server/domain/partner/repository/PartnerRepository.java b/src/main/java/com/assu/server/domain/partner/repository/PartnerRepository.java
index df9aa420..142fb12c 100644
--- a/src/main/java/com/assu/server/domain/partner/repository/PartnerRepository.java
+++ b/src/main/java/com/assu/server/domain/partner/repository/PartnerRepository.java
@@ -1,12 +1,9 @@
 package com.assu.server.domain.partner.repository;
 
-import com.assu.server.domain.common.enums.ActivationStatus;
 import com.assu.server.domain.partner.entity.Partner;
 import org.springframework.data.jpa.repository.JpaRepository;
 import org.springframework.data.jpa.repository.Query;
 import org.springframework.data.repository.query.Param;
-import org.springframework.data.jpa.repository.Query;
-import org.springframework.data.repository.query.Param;
 
 import java.util.List;
 
diff --git a/src/main/java/com/assu/server/domain/review/controller/ReviewController.java b/src/main/java/com/assu/server/domain/review/controller/ReviewController.java
index ca5b4fd3..bbb02158 100644
--- a/src/main/java/com/assu/server/domain/review/controller/ReviewController.java
+++ b/src/main/java/com/assu/server/domain/review/controller/ReviewController.java
@@ -7,6 +7,7 @@
 import com.assu.server.global.apiPayload.code.status.SuccessStatus;
 import com.assu.server.global.util.PrincipalDetails;
 import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.tags.Tag;
 import lombok.RequiredArgsConstructor;
 
 import org.springframework.data.domain.Page;
@@ -22,12 +23,15 @@
 @RestController
 @RequiredArgsConstructor
 @RequestMapping("/reviews")
+@Tag(name = "리뷰 관련 API", description = "리뷰 작성, 조회, 삭제 및 통계 관련 API")
 public class ReviewController {
     private final ReviewService reviewService;
+
     @Operation(
             summary = "리뷰 작성 API",
-            description = "리뷰 내용과 별점, 리뷰 이미지를 입력해주세요."
-
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/2241197c19ed8176ba4fcb49c0136f93)\n" +
+                    "- 리뷰 내용, 별점, 이미지를 멀티파트로 입력받아 저장합니다.\n" +
+                    "- Authentication: JWT 토큰 필요 (Student 권한)"
     )
     @PostMapping(consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
     public BaseResponse<ReviewResponseDTO.WriteReviewResponseDTO> writeReview(
@@ -40,7 +44,8 @@ public BaseResponse<ReviewResponseDTO.WriteReviewResponseDTO> writeReview(
 
     @Operation(
             summary = "내가 쓴 리뷰 조회 API",
-            description = "Authorization 후에 사용해주세요."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/22b1197c19ed8057b158c88f6153d073)\n" +
+                    "- 로그인한 학생 사용자가 작성한 리뷰 목록을 페이징하여 조회합니다."
     )
     @GetMapping("/student")
     public BaseResponse<Page<ReviewResponseDTO.CheckReviewResponseDTO>> checkStudent(
@@ -50,59 +55,61 @@ public BaseResponse<Page<ReviewResponseDTO.CheckReviewResponseDTO>> checkStudent
     }
 
     @Operation(
-        summary = "내 가게 리뷰 조회 API",
-        description = "Authorization 후에 사용해주세요."
+            summary = "내 가게 리뷰 조회 API",
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/_-2241197c19ed8130b89ad5a77f3e8b2c)\n" +
+                    "- 로그인한 파트너 계정의 가게에 달린 리뷰 목록을 페이징하여 조회합니다."
     )
     @GetMapping("/partner")
     public BaseResponse<Page<ReviewResponseDTO.CheckReviewResponseDTO>> checkPartnerReview(
-        @AuthenticationPrincipal PrincipalDetails pd, Pageable pageable
+            @AuthenticationPrincipal PrincipalDetails pd, Pageable pageable
     ){
         return BaseResponse.onSuccess(SuccessStatus._OK, reviewService.checkPartnerReview(pd.getId(), pageable));
     }
 
     @Operation(
-        summary = "가게 리뷰 조회 API",
-        description = "storeId 기반으로 가게 리뷰를 조회하는 API 입니다."
+            summary = "가게 리뷰 조회 API",
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/2681197c19ed80038db3f7dd357623ff)\n" +
+                    "- 특정 storeId를 기반으로 해당 가게의 모든 리뷰를 조회합니다."
     )
     @GetMapping("/store/{storeId}")
     public BaseResponse<Page<ReviewResponseDTO.CheckReviewResponseDTO>> checkStoreReview(
-        Pageable pageable, @PathVariable Long storeId
+            Pageable pageable, @PathVariable Long storeId
     ){
         return BaseResponse.onSuccess(SuccessStatus._OK, reviewService.checkStoreReview(storeId, pageable));
     }
 
     @Operation(
             summary = "내가 쓴 리뷰 삭제 API",
-            description = "삭제할 리뷰 ID를 입력해주세요."
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/2241197c19ed81a58e93c9ba56f6cb9a)\n" +
+                    "- 본인이 작성한 리뷰를 ID를 기반으로 삭제합니다."
     )
     @DeleteMapping("/{reviewId}")
     public ResponseEntity<BaseResponse<ReviewResponseDTO.DeleteReviewResponseDTO>> deleteReview(
             @PathVariable Long reviewId) {
-
         return ResponseEntity.ok(BaseResponse.onSuccess(SuccessStatus._OK, reviewService.deleteReview(reviewId)));
     }
 
     @Operation(
-        summary = "store 리뷰 평균 조회 API",
-        description = "storeId 기반으로 조회하는 API 입니다."
+            summary = "가게 리뷰 평균 조회 API (ID 기반)",
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/2ef1197c19ed80a5a08fd4d2aa031e5f)\n" +
+                    "- 특정 storeId 기반으로 해당 가게의 리뷰 평점을 조회합니다."
     )
     @GetMapping("/average/{storeId}")
     public ResponseEntity<BaseResponse<ReviewResponseDTO.StandardScoreResponseDTO>> getStandardScore(
-        @PathVariable Long storeId
+            @PathVariable Long storeId
     ){
         return ResponseEntity.ok(BaseResponse.onSuccess(SuccessStatus._OK, reviewService.standardScore(storeId)));
     }
 
     @Operation(
-        summary = "store 리뷰 평균 조회 API",
-        description = "partner 로그인 시 자신의 가게 평균을 조회하는 api 입니다."
+            summary = "내 가게 리뷰 평균 조회 API (파트너)",
+            description = "# [v1.0 (2025-09-02)](https://www.notion.so/API-2681197c19ed80df9f2ac100812c7f44)\n" +
+                    "- 파트너 로그인 시 본인 가게의 평균 평점을 조회합니다."
     )
     @GetMapping("/average")
     public ResponseEntity<BaseResponse<ReviewResponseDTO.StandardScoreResponseDTO>> getMyStoreAverage(
-        @AuthenticationPrincipal PrincipalDetails pd
+            @AuthenticationPrincipal PrincipalDetails pd
     ){
         return ResponseEntity.ok(BaseResponse.onSuccess(SuccessStatus._OK, reviewService.myStoreAverage(pd.getId())));
     }
-
-
-}
+}
\ No newline at end of file
diff --git a/src/main/java/com/assu/server/domain/review/converter/ReviewConverter.java b/src/main/java/com/assu/server/domain/review/converter/ReviewConverter.java
index 234247de..55fa2c6f 100644
--- a/src/main/java/com/assu/server/domain/review/converter/ReviewConverter.java
+++ b/src/main/java/com/assu/server/domain/review/converter/ReviewConverter.java
@@ -14,21 +14,17 @@
 
 public class ReviewConverter {
     public static ReviewResponseDTO.WriteReviewResponseDTO writeReviewResultDTO(Review review){
-        //enti -> dto
         return ReviewResponseDTO.WriteReviewResponseDTO.builder()
-                .reviewId(review.getId())// 리스폰스 dto로 아이디를 바꿔줄거다.
+                .reviewId(review.getId())
                 .rate(review.getRate())
                 .content(review.getContent())
-//                .memberId(review.getStudent().getId())
                 .createdAt(review.getCreatedAt())
                 .reviewImageUrls(review.getImageList().stream()
                         .map(ReviewPhoto::getPhotoUrl)
                         .collect(Collectors.toList()))
-                //한 리뷰 여러개 사진 but 하나로 묶임 추가 고려해보기 --추후에 !!
-                .build(); //리스폰스 리턴
+                .build();
     }
     public static Review toReviewEntity(ReviewRequestDTO.WriteReviewRequestDTO  request, Store store, Partner partner, Student student, String affiliation) {
-        //request
         return Review.builder()
                 .rate(request.getRate())
                 .content(request.getContent())
@@ -36,7 +32,6 @@ public static Review toReviewEntity(ReviewRequestDTO.WriteReviewRequestDTO  requ
             .affiliation(affiliation)
                 .partner(partner)
                 .student(student)
-                //    .imageList(request.getReviewImage())
                 .build();
     }
     public static ReviewResponseDTO.CheckReviewResponseDTO checkReviewResultDTO(Review review){
@@ -53,37 +48,9 @@ public static ReviewResponseDTO.CheckReviewResponseDTO checkReviewResultDTO(Revi
                         .collect(Collectors.toList()))
                 .build();
     }
-    // public static List<ReviewResponseDTO.CheckReviewResponseDTO> checkStudentReviewResultDTO(List<Review> reviews){
-    //     return reviews.stream()
-    //             .map(ReviewConverter::checkStudentReviewResultDTO)
-    //             .collect(Collectors.toList());
-    // }
+
 
     public static Page<ReviewResponseDTO.CheckReviewResponseDTO> checkReviewResultDTO(Page<Review> reviews){
         return reviews.map(ReviewConverter::checkReviewResultDTO);
     }
-    //
-    // public static ReviewResponseDTO.CheckPartnerReviewResponseDTO checkPartnerReviewResultDTO(Review review){
-    //     return ReviewResponseDTO.CheckPartnerReviewResponseDTO.builder()
-    //             .reviewId(review.getId())
-    //             .storeId(review.getStore().getId())
-    //             .reviewerId(review.getStudent().getId())
-    //             .content(review.getContent())
-    //             .rate(review.getRate())
-    //             .createdAt(review.getCreatedAt())
-    //             .reviewImageUrls(review.getImageList().stream()
-    //                     .map(ReviewPhoto::getPhotoUrl)
-    //                     .collect(Collectors.toList()))
-    //             .build();
-    //
-    // }
-    //
-    // public static Page<ReviewResponseDTO.CheckPartnerReviewResponseDTO> checkPartnerReviewResultDTO(Page<Review> reviews){
-    //     return reviews.map(ReviewConverter::checkPartnerReviewResultDTO);
-    // }
-    // public static ReviewResponseDTO.DeleteReviewResponseDTO deleteReviewResultDTO(Long reviewId){
-    //     return ReviewResponseDTO.DeleteReviewResponseDTO.builder()
-    //             .reviewId(reviewId)
-    //             .build();
-    // }
 }
\ No newline at end of file
diff --git a/src/main/java/com/assu/server/domain/review/dto/ReviewRequestDTO.java b/src/main/java/com/assu/server/domain/review/dto/ReviewRequestDTO.java
index e8db66ad..5b9cf6cf 100644
--- a/src/main/java/com/assu/server/domain/review/dto/ReviewRequestDTO.java
+++ b/src/main/java/com/assu/server/domain/review/dto/ReviewRequestDTO.java
@@ -7,7 +7,7 @@
 
 import java.util.List;
 
-public class    ReviewRequestDTO {
+public class ReviewRequestDTO {
     @Getter
     @Setter
     @Builder
diff --git a/src/main/java/com/assu/server/domain/review/entity/Review.java b/src/main/java/com/assu/server/domain/review/entity/Review.java
index b82f758e..d96013f7 100644
--- a/src/main/java/com/assu/server/domain/review/entity/Review.java
+++ b/src/main/java/com/assu/server/domain/review/entity/Review.java
@@ -49,13 +49,6 @@ public class Review extends BaseEntity {
 	@OneToMany(mappedBy = "review", cascade = CascadeType.ALL, fetch = FetchType.LAZY)
 	private List<ReviewPhoto> imageList = new ArrayList<>();
 
-	public List<ReviewPhoto> getImageList() {
-		if (imageList == null) {
-			imageList = new ArrayList<>();
-		}
-		return imageList;
-	}
-
 	private Integer rate;
 	private String content;
 
@@ -65,7 +58,12 @@ public List<ReviewPhoto> getImageList() {
 	@Builder.Default
 	private ReportedStatus status = ReportedStatus.NORMAL;
 
-	// 상태 업데이트 메서드
+	public List<ReviewPhoto> getImageList() {
+		if (imageList == null) {
+			imageList = new ArrayList<>();
+		}
+		return imageList;
+	}
 	public void updateReportedStatus(ReportedStatus status) {
 		this.status = status;
 	}
diff --git a/src/main/java/com/assu/server/domain/review/entity/ReviewPhoto.java b/src/main/java/com/assu/server/domain/review/entity/ReviewPhoto.java
index 892e70df..b0059148 100644
--- a/src/main/java/com/assu/server/domain/review/entity/ReviewPhoto.java
+++ b/src/main/java/com/assu/server/domain/review/entity/ReviewPhoto.java
@@ -1,16 +1,7 @@
 package com.assu.server.domain.review.entity;
-import com.assu.server.domain.common.entity.BaseEntity;
 
-import jakarta.persistence.Column;
-import jakarta.persistence.Entity;
-import jakarta.persistence.EnumType;
-import jakarta.persistence.Enumerated;
-import jakarta.persistence.FetchType;
-import jakarta.persistence.GeneratedValue;
-import jakarta.persistence.GenerationType;
-import jakarta.persistence.Id;
-import jakarta.persistence.JoinColumn;
-import jakarta.persistence.ManyToOne;
+import com.assu.server.domain.common.entity.BaseEntity;
+import jakarta.persistence.*;
 import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Getter;
diff --git a/src/main/java/com/assu/server/domain/store/controller/StoreController.java b/src/main/java/com/assu/server/domain/store/controller/StoreController.java
index 51fd8668..596fd909 100644
--- a/src/main/java/com/assu/server/domain/store/controller/StoreController.java
+++ b/src/main/java/com/assu/server/domain/store/controller/StoreController.java
@@ -27,8 +27,8 @@ public class StoreController {
 
 	@GetMapping("/best")
 	@Operation(summary = "홈화면의 현재 인기 매장 조회 api", description = "관리자, 사용자, 제휴업체 모두 사용하는 api")
-	public ResponseEntity<BaseResponse<StoreResponseDTO.todayBest>> getTodayBestStore() {
-		StoreResponseDTO.todayBest result = storeService.getTodayBestStore();
+	public ResponseEntity<BaseResponse<StoreResponseDTO.TodayBest>> getTodayBestStore() {
+		StoreResponseDTO.TodayBest result = storeService.getTodayBestStore();
 		return ResponseEntity.ok(BaseResponse.onSuccess(SuccessStatus.BEST_STORE_SUCCESS, result));
 	}
 
diff --git a/src/main/java/com/assu/server/domain/store/dto/StoreResponseDTO.java b/src/main/java/com/assu/server/domain/store/dto/StoreResponseDTO.java
index 5a28476b..1a86083c 100644
--- a/src/main/java/com/assu/server/domain/store/dto/StoreResponseDTO.java
+++ b/src/main/java/com/assu/server/domain/store/dto/StoreResponseDTO.java
@@ -33,7 +33,7 @@ public static class ListWeeklyRankResponseDTO {
     @RequiredArgsConstructor
     @Builder
     @Getter
-    public static class todayBest{
+    public static class TodayBest{
         List<String> bestStores;
     }
 
diff --git a/src/main/java/com/assu/server/domain/store/repository/StoreRepository.java b/src/main/java/com/assu/server/domain/store/repository/StoreRepository.java
index 7114810e..5443c6ca 100644
--- a/src/main/java/com/assu/server/domain/store/repository/StoreRepository.java
+++ b/src/main/java/com/assu/server/domain/store/repository/StoreRepository.java
@@ -1,6 +1,4 @@
 package com.assu.server.domain.store.repository;
-
-
 import java.util.Optional;
 import org.springframework.data.jpa.repository.JpaRepository;
 import com.assu.server.domain.store.entity.Store;
diff --git a/src/main/java/com/assu/server/domain/store/service/StoreService.java b/src/main/java/com/assu/server/domain/store/service/StoreService.java
index d21b3ee5..e0df8ddb 100644
--- a/src/main/java/com/assu/server/domain/store/service/StoreService.java
+++ b/src/main/java/com/assu/server/domain/store/service/StoreService.java
@@ -4,7 +4,7 @@
 import com.assu.server.domain.user.dto.StudentResponseDTO;
 
 public interface StoreService {
-	StoreResponseDTO.todayBest getTodayBestStore();
+	StoreResponseDTO.TodayBest getTodayBestStore();
     StoreResponseDTO.WeeklyRankResponseDTO getWeeklyRank(Long memberId);
     StoreResponseDTO.ListWeeklyRankResponseDTO getListWeeklyRank(Long memberId);
 }
diff --git a/src/main/java/com/assu/server/domain/store/service/StoreServiceImpl.java b/src/main/java/com/assu/server/domain/store/service/StoreServiceImpl.java
index 232c21ba..9a378e33 100644
--- a/src/main/java/com/assu/server/domain/store/service/StoreServiceImpl.java
+++ b/src/main/java/com/assu/server/domain/store/service/StoreServiceImpl.java
@@ -25,10 +25,10 @@ public class StoreServiceImpl implements StoreService {
 
 	@Override
 	@Transactional
-	public StoreResponseDTO.todayBest getTodayBestStore() {
+	public StoreResponseDTO.TodayBest getTodayBestStore() {
 		List<String> bestStores = storeRepository.findTodayBestStoreNames();
 
-		return StoreResponseDTO.todayBest.builder()
+		return StoreResponseDTO.TodayBest.builder()
 			.bestStores(bestStores)
 			.build();
 	}
diff --git a/src/main/java/com/assu/server/domain/user/dto/StudentResponseDTO.java b/src/main/java/com/assu/server/domain/user/dto/StudentResponseDTO.java
index d415f75a..6c86b924 100644
--- a/src/main/java/com/assu/server/domain/user/dto/StudentResponseDTO.java
+++ b/src/main/java/com/assu/server/domain/user/dto/StudentResponseDTO.java
@@ -1,23 +1,10 @@
 package com.assu.server.domain.user.dto;
 
-import java.time.LocalDate;
-import java.time.LocalDateTime;
-import java.util.List;
-
 import com.assu.server.domain.partnership.entity.enums.CriterionType;
 import com.assu.server.domain.partnership.entity.enums.OptionType;
-import lombok.AllArgsConstructor;
-import lombok.Builder;
-import lombok.Getter;
-import lombok.RequiredArgsConstructor;
+import lombok.*;
 
-import lombok.AllArgsConstructor;
-import lombok.Builder;
-import lombok.Getter;
-import lombok.NoArgsConstructor;
-
-import java.time.LocalDate;
-import java.time.LocalDateTime;
+import java.util.List;
 
 public class StudentResponseDTO {