diff --git a/docs/frontend-improvement.md b/docs/frontend-improvement.md
index 87049c7..32aaec1 100644
--- a/docs/frontend-improvement.md
+++ b/docs/frontend-improvement.md
@@ -147,10 +147,20 @@ pages/pc/admin/schedules/
 
 ## 3. 작업 순서
 
-### Phase 1: 구조 정리 (비파괴적)
-1. [ ] API 구조 개선 (폴더 재배치, transforms.js 생성)
-2. [ ] 중복 유틸 함수 제거 (Schedules.jsx 등)
-3. [ ] 컴포넌트 폴더 구조화
+### Phase 1: 구조 정리 (비파괴적) ✅ 완료
+1. [x] API 구조 개선 (폴더 재배치)
+   - `api/pc/`, `api/common/` → `api/public/`, `api/admin/`
+2. [x] 미사용 코드 제거
+   - utils/format.js, utils/date.js 미사용 함수
+   - constants/index.js 미사용 상수
+   - 미사용 hooks, stores
+3. [x] 컴포넌트 폴더 구조화 (layout/, common/, schedule/ 등)
+4. [x] CATEGORY_ID 하드코딩 제거
+   - constants에서 삭제
+   - 카테고리 API 데이터의 `name`으로 비교하도록 변경
+5. [x] 봇 관리 페이지 애니메이션 추가
+   - 페이지 stagger 애니메이션
+   - 통계 카드 AnimatedNumber
 
 ### Phase 2: 대형 파일 분리
 1. [ ] Schedules.jsx 분리
@@ -159,21 +169,32 @@ pages/pc/admin/schedules/
 4. [ ] ScheduleDict.jsx 분리
 5. [ ] AlbumForm.jsx 분리
 
-### Phase 3: 검증
-1. [ ] 모든 페이지 동작 확인
-2. [ ] 빌드 확인
+### Phase 3: 추가 개선
+1. [ ] 관리자 페이지용 에러 페이지 추가 (404, 500 등)
+2. [ ] 모든 페이지 동작 확인
+3. [ ] 빌드 확인
 
 ---
 
-## 4. 삭제할 항목
+## 4. 삭제된 항목
 
-### constants/index.js에서 삭제됨
+### constants/index.js
+- `CATEGORY_ID` (하드코딩 → API name 비교로 변경)
 - `CATEGORY_NAMES` (미사용)
 - `ALBUM_TYPES` (미사용)
 - `SOCIAL_LINKS.tiktok` (불필요)
 - `SOCIAL_LINKS.fancafe` (불필요)
 
-### 삭제 예정
-- `api/pc/` 폴더 구조 (→ `api/public/`, `api/admin/`으로 변경)
-- `api/pc/common/` (→ `api/public/`으로 통합)
-- 각 파일의 중복 유틸 함수
+### API 구조
+- `api/pc/` 폴더 → `api/public/`, `api/admin/`으로 변경 완료
+- `api/common/` → `api/client.js`로 통합 완료
+
+### utils
+- `format.js`: formatNumber, formatViewCount, formatFileSize, formatDuration, truncateText
+- `date.js`: nowKST, parseDateKST, isPast, isFuture
+
+### hooks
+- useCalendar, useLightbox, useMediaQuery, useScheduleFiltering, useScheduleSearch
+
+### stores
+- useUIStore
diff --git a/frontend-temp/src/api/admin/schedules.js b/frontend-temp/src/api/admin/schedules.js
index b1b9e3e..d7855c8 100644
--- a/frontend-temp/src/api/admin/schedules.js
+++ b/frontend-temp/src/api/admin/schedules.js
@@ -70,7 +70,7 @@ export async function searchSchedules(query, { offset = 0, limit = 20 } = {}) {
  * @returns {Promise<object>}
  */
 export async function getSchedule(id) {
-  return fetchAuthApi(`/admin/schedules/${id}`);
+  return fetchAuthApi(`/schedules/${id}`);
 }
 
 /**
diff --git a/frontend-temp/src/api/index.js b/frontend-temp/src/api/index.js
index e507e79..59ca0b4 100644
--- a/frontend-temp/src/api/index.js
+++ b/frontend-temp/src/api/index.js
@@ -13,3 +13,4 @@ export * as memberApi from './public/members';
 
 // 관리자 API
 export * from './admin';
+export * as authApi from './admin/auth';
diff --git a/frontend-temp/src/constants/index.js b/frontend-temp/src/constants/index.js
index 525006f..0ce1639 100644
--- a/frontend-temp/src/constants/index.js
+++ b/frontend-temp/src/constants/index.js
@@ -2,13 +2,6 @@
  * 상수 정의
  */
 
-/** 카테고리 ID */
-export const CATEGORY_ID = {
-  DEFAULT: 1,
-  YOUTUBE: 2,
-  X: 3,
-};
-
 /** 공식 SNS 링크 */
 export const SOCIAL_LINKS = {
   youtube: 'https://www.youtube.com/@fromis9_official',
diff --git a/frontend-temp/src/pages/mobile/schedule/ScheduleDetail.jsx b/frontend-temp/src/pages/mobile/schedule/ScheduleDetail.jsx
index 7bce5aa..a35ce68 100644
--- a/frontend-temp/src/pages/mobile/schedule/ScheduleDetail.jsx
+++ b/frontend-temp/src/pages/mobile/schedule/ScheduleDetail.jsx
@@ -5,7 +5,6 @@ import { motion, AnimatePresence } from 'framer-motion';
 import { Calendar, Clock, ChevronLeft, Link2, X, ChevronRight } from 'lucide-react';
 import Linkify from 'react-linkify';
 import { getSchedule } from '@/api';
-import { CATEGORY_ID } from '@/constants';
 import { decodeHtmlEntities, formatFullDate, formatTime, formatXDateTime } from '@/utils';
 
 /**
@@ -505,12 +504,12 @@ function MobileScheduleDetail() {
   }
 
   // 카테고리별 섹션 렌더링
-  const categoryId = schedule.category?.id;
+  const categoryName = schedule.category?.name;
   const renderCategorySection = () => {
-    switch (categoryId) {
-      case CATEGORY_ID.YOUTUBE:
+    switch (categoryName) {
+      case '유튜브':
         return <MobileYoutubeSection schedule={schedule} />;
-      case CATEGORY_ID.X:
+      case 'X':
         return <MobileXSection schedule={schedule} />;
       default:
         return <MobileDefaultSection schedule={schedule} />;
diff --git a/frontend-temp/src/pages/pc/admin/schedules/ScheduleBots.jsx b/frontend-temp/src/pages/pc/admin/schedules/ScheduleBots.jsx
index 1026b38..74670c3 100644
--- a/frontend-temp/src/pages/pc/admin/schedules/ScheduleBots.jsx
+++ b/frontend-temp/src/pages/pc/admin/schedules/ScheduleBots.jsx
@@ -1,7 +1,7 @@
 import { useState, useEffect } from 'react';
 import { Link } from 'react-router-dom';
 import { useQuery, useQueryClient } from '@tanstack/react-query';
-import { motion } from 'framer-motion';
+import { motion, AnimatePresence } from 'framer-motion';
 import {
   Home,
   ChevronRight,
@@ -20,6 +20,50 @@ import { useAdminAuth } from '@/hooks/pc/admin';
 import { useToast } from '@/hooks/common';
 import * as botsApi from '@/api/admin/bots';
 
+// 애니메이션 variants
+const containerVariants = {
+  hidden: { opacity: 0 },
+  visible: {
+    opacity: 1,
+    transition: { staggerChildren: 0.1 },
+  },
+};
+
+const itemVariants = {
+  hidden: { opacity: 0, y: 20 },
+  visible: {
+    opacity: 1,
+    y: 0,
+    transition: { duration: 0.4, ease: 'easeOut' },
+  },
+};
+
+// 슬롯머신 스타일 롤링 숫자 컴포넌트
+function AnimatedNumber({ value, className = '' }) {
+  const chars = String(value).split('');
+
+  return (
+    <span className={`inline-flex overflow-hidden ${className}`}>
+      {chars.map((char, i) => (
+        <span key={i} className="relative h-[1.2em] overflow-hidden">
+          <motion.span
+            className="flex flex-col"
+            initial={{ y: '100%' }}
+            animate={{ y: `-${parseInt(char) * 10}%` }}
+            transition={{ type: 'tween', ease: 'easeOut', duration: 0.8, delay: i * 0.1 }}
+          >
+            {[0, 1, 2, 3, 4, 5, 6, 7, 8, 9].map((n) => (
+              <span key={n} className="h-[1.2em] flex items-center justify-center">
+                {n}
+              </span>
+            ))}
+          </motion.span>
+        </span>
+      ))}
+    </span>
+  );
+}
+
 // X 아이콘 컴포넌트
 const XIcon = ({ size = 20, fill = 'currentColor' }) => (
   <svg width={size} height={size} viewBox="0 0 24 24" fill={fill}>
@@ -246,14 +290,24 @@ function ScheduleBots() {
     return `${minutes}분`;
   };
 
+  // 통계 계산
+  const runningCount = bots.filter((b) => b.status === 'running').length;
+  const stoppedCount = bots.filter((b) => b.status === 'stopped').length;
+  const errorCount = bots.filter((b) => b.status === 'error').length;
+
   return (
     <AdminLayout user={user}>
       <Toast toast={toast} onClose={() => setToast(null)} />
 
       {/* 메인 콘텐츠 */}
-      <div className="max-w-7xl mx-auto px-6 py-8">
+      <motion.div
+        className="max-w-7xl mx-auto px-6 py-8"
+        variants={containerVariants}
+        initial="hidden"
+        animate="visible"
+      >
         {/* 브레드크럼 */}
-        <div className="flex items-center gap-2 text-sm text-gray-400 mb-8">
+        <motion.div variants={itemVariants} className="flex items-center gap-2 text-sm text-gray-400 mb-8">
           <Link to="/admin/dashboard" className="hover:text-primary transition-colors">
             <Home size={16} />
           </Link>
@@ -263,63 +317,72 @@ function ScheduleBots() {
           </Link>
           <ChevronRight size={14} />
           <span className="text-gray-700">봇 관리</span>
-        </div>
+        </motion.div>
 
         {/* 타이틀 */}
-        <div className="mb-8">
+        <motion.div variants={itemVariants} className="mb-8">
           <h1 className="text-3xl font-bold text-gray-900 mb-2">봇 관리</h1>
           <p className="text-gray-500">일정 자동화 봇을 관리합니다</p>
-        </div>
+        </motion.div>
 
         {/* 봇 통계 */}
-        <div className="grid grid-cols-4 gap-4 mb-8">
+        <motion.div variants={itemVariants} className="grid grid-cols-4 gap-4 mb-8">
           <div className="bg-white rounded-xl p-5 border border-gray-100">
             <div className="text-sm text-gray-500 mb-1">전체 봇</div>
-            <div className="text-2xl font-bold text-gray-900">{bots.length}</div>
+            <div className="text-2xl font-bold text-gray-900">
+              <AnimatedNumber value={bots.length} />
+            </div>
           </div>
           <div className="bg-white rounded-xl p-5 border border-gray-100">
             <div className="text-sm text-gray-500 mb-1">실행 중</div>
             <div className="text-2xl font-bold text-green-500">
-              {bots.filter((b) => b.status === 'running').length}
+              <AnimatedNumber value={runningCount} />
             </div>
           </div>
           <div className="bg-white rounded-xl p-5 border border-gray-100">
             <div className="text-sm text-gray-500 mb-1">정지됨</div>
             <div className="text-2xl font-bold text-gray-400">
-              {bots.filter((b) => b.status === 'stopped').length}
+              <AnimatedNumber value={stoppedCount} />
             </div>
           </div>
           <div className="bg-white rounded-xl p-5 border border-gray-100">
             <div className="text-sm text-gray-500 mb-1">오류</div>
             <div className="text-2xl font-bold text-red-500">
-              {bots.filter((b) => b.status === 'error').length}
+              <AnimatedNumber value={errorCount} />
             </div>
           </div>
-        </div>
+        </motion.div>
 
         {/* API 할당량 경고 배너 */}
-        {quotaWarning && (
-          <div className="bg-red-50 border border-red-200 rounded-xl p-4 mb-8 flex items-start justify-between">
-            <div className="flex items-start gap-3">
-              <div className="w-8 h-8 rounded-full bg-red-100 flex items-center justify-center flex-shrink-0">
-                <XCircle size={18} className="text-red-500" />
-              </div>
-              <div>
-                <h3 className="font-bold text-red-700">YouTube API 할당량 경고</h3>
-                <p className="text-sm text-red-600 mt-0.5">{quotaWarning.message}</p>
-              </div>
-            </div>
-            <button
-              onClick={handleDismissQuotaWarning}
-              className="text-red-400 hover:text-red-600 transition-colors text-sm px-2 py-1"
+        <AnimatePresence>
+          {quotaWarning && (
+            <motion.div
+              initial={{ opacity: 0, height: 0 }}
+              animate={{ opacity: 1, height: 'auto' }}
+              exit={{ opacity: 0, height: 0 }}
+              className="bg-red-50 border border-red-200 rounded-xl p-4 mb-8 flex items-start justify-between overflow-hidden"
             >
-              닫기
-            </button>
-          </div>
-        )}
+              <div className="flex items-start gap-3">
+                <div className="w-8 h-8 rounded-full bg-red-100 flex items-center justify-center flex-shrink-0">
+                  <XCircle size={18} className="text-red-500" />
+                </div>
+                <div>
+                  <h3 className="font-bold text-red-700">YouTube API 할당량 경고</h3>
+                  <p className="text-sm text-red-600 mt-0.5">{quotaWarning.message}</p>
+                </div>
+              </div>
+              <button
+                onClick={handleDismissQuotaWarning}
+                className="text-red-400 hover:text-red-600 transition-colors text-sm px-2 py-1"
+              >
+                닫기
+              </button>
+            </motion.div>
+          )}
+        </AnimatePresence>
 
         {/* 봇 목록 */}
-        <div className="bg-white rounded-2xl shadow-sm border border-gray-100 overflow-hidden">
+        <motion.div variants={itemVariants} className="bg-white rounded-2xl shadow-sm border border-gray-100 overflow-hidden">
           <div className="px-6 py-4 border-b border-gray-100 flex items-center justify-between">
             <h2 className="font-bold text-gray-900">봇 목록</h2>
             <Tooltip text="새로고침">
@@ -498,8 +561,8 @@ function ScheduleBots() {
               })}
             </div>
           )}
-        </div>
-      </div>
+        </motion.div>
+      </motion.div>
     </AdminLayout>
   );
 }
diff --git a/frontend-temp/src/pages/pc/admin/schedules/Schedules.jsx b/frontend-temp/src/pages/pc/admin/schedules/Schedules.jsx
index c01fb38..e82ac36 100644
--- a/frontend-temp/src/pages/pc/admin/schedules/Schedules.jsx
+++ b/frontend-temp/src/pages/pc/admin/schedules/Schedules.jsx
@@ -118,18 +118,12 @@ const getCategoryInfo = (schedule, categories) => {
   return found || { id: catId, name: '미분류', color: '#6b7280' };
 };
 
-// 카테고리 ID 상수
-const CATEGORY_IDS = {
-  YOUTUBE: 2,
-  X: 3,
-};
-
 // 카테고리별 수정 경로 반환
-const getEditPath = (scheduleId, categoryId) => {
-  switch (categoryId) {
-    case CATEGORY_IDS.YOUTUBE:
+const getEditPath = (scheduleId, categoryName) => {
+  switch (categoryName) {
+    case '유튜브':
       return `/admin/schedule/${scheduleId}/edit/youtube`;
-    case CATEGORY_IDS.X:
+    case 'X':
       return `/admin/schedule/${scheduleId}/edit/x`;
     default:
       return `/admin/schedule/${scheduleId}/edit`;
@@ -230,7 +224,7 @@ const ScheduleItem = memo(function ScheduleItem({
               </a>
             )}
             <button
-              onClick={() => navigate(getEditPath(schedule.id, schedule.category_id))}
+              onClick={() => navigate(getEditPath(schedule.id, categoryInfo.name))}
               className="p-2 hover:bg-gray-200 rounded-lg transition-colors text-gray-500"
             >
               <Edit2 size={18} />
@@ -1408,7 +1402,7 @@ function Schedules() {
                                           </a>
                                         )}
                                         <button
-                                          onClick={() => navigate(getEditPath(schedule.id, catId))}
+                                          onClick={() => navigate(getEditPath(schedule.id, categoryInfo.name))}
                                           className="p-2 hover:bg-gray-200 rounded-lg transition-colors text-gray-500"
                                         >
                                           <Edit2 size={18} />
diff --git a/frontend-temp/src/pages/pc/admin/schedules/form/index.jsx b/frontend-temp/src/pages/pc/admin/schedules/form/index.jsx
index 85c0833..a58d481 100644
--- a/frontend-temp/src/pages/pc/admin/schedules/form/index.jsx
+++ b/frontend-temp/src/pages/pc/admin/schedules/form/index.jsx
@@ -29,12 +29,6 @@ const itemVariants = {
   },
 };
 
-// 카테고리 ID 상수
-const CATEGORY_IDS = {
-  YOUTUBE: 2,
-  X: 3,
-};
-
 /**
  * 일정 추가 페이지 (카테고리별 폼 분기)
  */
@@ -71,11 +65,13 @@ function ScheduleFormPage() {
 
   // 카테고리에 따른 폼 렌더링
   const renderForm = () => {
-    switch (selectedCategory) {
-      case CATEGORY_IDS.YOUTUBE:
+    const selectedCategoryName = categories.find(c => c.id === selectedCategory)?.name;
+
+    switch (selectedCategoryName) {
+      case '유튜브':
         return <YouTubeForm />;
 
-      case CATEGORY_IDS.X:
+      case 'X':
         return <XForm />;
 
       // 다른 카테고리는 기존 폼으로 리다이렉트
diff --git a/frontend-temp/src/pages/pc/public/schedule/ScheduleDetail.jsx b/frontend-temp/src/pages/pc/public/schedule/ScheduleDetail.jsx
index ca6bf35..44848a4 100644
--- a/frontend-temp/src/pages/pc/public/schedule/ScheduleDetail.jsx
+++ b/frontend-temp/src/pages/pc/public/schedule/ScheduleDetail.jsx
@@ -5,7 +5,7 @@ import { Calendar, ChevronRight } from 'lucide-react';
 import { getSchedule } from '@/api';
 
 // 섹션 컴포넌트들
-import { YoutubeSection, XSection, DefaultSection, CATEGORY_ID, decodeHtmlEntities } from './sections';
+import { YoutubeSection, XSection, DefaultSection, decodeHtmlEntities } from './sections';
 
 /**
  * PC 일정 상세 페이지
@@ -112,20 +112,20 @@ function PCScheduleDetail() {
   }
 
   // 카테고리별 섹션 렌더링
-  const categoryId = schedule.category?.id;
+  const categoryName = schedule.category?.name;
   const renderCategorySection = () => {
-    switch (categoryId) {
-      case CATEGORY_ID.YOUTUBE:
+    switch (categoryName) {
+      case '유튜브':
         return <YoutubeSection schedule={schedule} />;
-      case CATEGORY_ID.X:
+      case 'X':
         return <XSection schedule={schedule} />;
       default:
         return <DefaultSection schedule={schedule} />;
     }
   };
 
-  const isYoutube = categoryId === CATEGORY_ID.YOUTUBE;
-  const isX = categoryId === CATEGORY_ID.X;
+  const isYoutube = categoryName === '유튜브';
+  const isX = categoryName === 'X';
   const hasCustomLayout = isYoutube || isX;
 
   return (
diff --git a/frontend-temp/src/pages/pc/public/schedule/sections/utils.js b/frontend-temp/src/pages/pc/public/schedule/sections/utils.js
index e7360c1..6459626 100644
--- a/frontend-temp/src/pages/pc/public/schedule/sections/utils.js
+++ b/frontend-temp/src/pages/pc/public/schedule/sections/utils.js
@@ -1,10 +1,7 @@
 /**
- * 스케줄 상세 페이지 상수 및 re-export
+ * 스케줄 상세 페이지 유틸리티 re-export
  */
 
 // @/utils에서 re-export
 export { decodeHtmlEntities, formatTime } from '@/utils';
 export { formatFullDate, formatXDateTime } from '@/utils';
-
-// @/constants에서 re-export
-export { CATEGORY_ID } from '@/constants';