2.0.0-rc2: Achievements Refactored & Admin improved.

README.md

@@ -25,8 +25,10 @@ YRTV 是面向固定 CS2 战队的私人数据站。它不是公共玩家排行
 - 203 次职业纪录刷新事件
 - 2 个战队赛季
 - 111 个日/周/月/季/年度奖项
-- 31 项自动化测试通过
-- 39 项数据完整性检查通过
+- 19 条正面/负面/趣味数据发现
+- 36 枚地图与 ELO 分段勋章
+- 36 项自动化测试通过
+- 43 项数据完整性检查通过
 
 数据规模会随导入变化，Admin 数据完整性中心显示的结果是运行时事实。
 
@@ -77,6 +79,16 @@ YRTV 是面向固定 CS2 战队的私人数据站。它不是公共玩家排行
 - 个人主页展示荣誉数量和近期奖章
 - 每次职业纪录刷新保留时间和对应比赛
 
+### 发现与勋章
+
+- 独立 `/discover/` 发现模块
+- 高光、低谷和趣味数据同时展示
+- 爆种、尽力局、躺赢、低谷、稳定性、夜间比赛和连胜等发现
+- 每张达到门槛的地图评选金银铜
+- 每个达到门槛的 ELO 分段评选金银铜
+- 勋章最低 5 场，展示 Rating、K/D、ADR、胜率和样本数
+- 个人职业主页同步展示已获得勋章
+
 ### 数据运营
 
 - Admin 上传 `iframe_network.json`
@@ -85,6 +97,10 @@ YRTV 是面向固定 CS2 战队的私人数据站。它不是公共玩家排行
 - 后台执行 L1 → L2 → L3
 - 实时查看作业阶段、进度、日志和耗时
 - 数据完整性中心与 JSON 报告
+- 独立运营总览、比赛导入、作业中心、数据质量、查询控制台和系统信息
+- 数据库对象目录与只读 SQL 执行耗时
+- L1/L2/L3/Web 文件状态和回滚快照可视化
+- 后台写操作使用 CSRF 防护
 
 ## 快速开始
 
@@ -213,6 +229,8 @@ Flask services and player profiles
   - `dm_player_record_events`
   - `dm_team_season_stats`
   - `dm_player_awards`
+  - `dm_discovery_insights`
+  - `dm_performance_medals`
 
 ### Web：应用状态
 

database/L3/L3_Builder.py

@@ -335,6 +335,13 @@ def main(force_all: bool = False, workers: int = 1, create_backup: bool = True):
             processed_ids,
         )
         logger.info("Narrative marts rebuilt: %s", narrative_counts)
+        from database.L3.processors.discovery_processor import DiscoveryProcessor
+        discovery_counts = DiscoveryProcessor.rebuild(
+            conn_l2,
+            conn_l3,
+            processed_ids,
+        )
+        logger.info("Discovery marts rebuilt: %s", discovery_counts)
 
         quick_check = conn_l3.execute("PRAGMA quick_check").fetchone()[0]
         if quick_check != 'ok':

database/L3/processors/discovery_processor.py

@@ -0,0 +1,399 @@
+from collections import defaultdict
+from datetime import datetime, timezone
+import json
+from statistics import pstdev
+
+
+class DiscoveryProcessor:
+    ELO_SEGMENTS = (
+        (0, 1200, '<1200', '<1200 ELO'),
+        (1200, 1400, '1200-1399', '1200-1399 ELO'),
+        (1400, 1600, '1400-1599', '1400-1599 ELO'),
+        (1600, 1800, '1600-1799', '1600-1799 ELO'),
+        (1800, 2000, '1800-1999', '1800-1999 ELO'),
+        (2000, float('inf'), '2000+', '2000+ ELO'),
+    )
+
+    MEDAL_TIERS = {1: 'gold', 2: 'silver', 3: 'bronze'}
+
+    @staticmethod
+    def rebuild(conn_l2, conn_l3, roster_ids):
+        conn_l3.execute('DELETE FROM dm_discovery_insights')
+        conn_l3.execute('DELETE FROM dm_performance_medals')
+        rows = DiscoveryProcessor._load_rows(conn_l2, roster_ids)
+        insights = DiscoveryProcessor._build_insights(rows)
+        medals = DiscoveryProcessor._build_medals(rows)
+        DiscoveryProcessor._insert_insights(conn_l3, insights)
+        DiscoveryProcessor._insert_medals(conn_l3, medals)
+        return {
+            'insights': len(insights),
+            'medals': len(medals),
+        }
+
+    @staticmethod
+    def _load_rows(conn_l2, roster_ids):
+        if not roster_ids:
+            return []
+        placeholders = ','.join('?' for _ in roster_ids)
+        rows = conn_l2.execute(
+            f"""
+            SELECT
+                p.match_id,
+                p.steam_id_64,
+                p.rating,
+                p.kd_ratio,
+                p.adr,
+                p.kills,
+                p.deaths,
+                p.headshot_count,
+                p.first_kill,
+                p.first_death,
+                p.throw_harm,
+                p.flash_enemy,
+                p.is_win,
+                p.origin_elo,
+                m.map_name,
+                m.start_time
+            FROM fact_match_players p
+            JOIN fact_matches m ON m.match_id = p.match_id
+            WHERE p.steam_id_64 IN ({placeholders})
+            ORDER BY m.start_time, p.match_id
+            """,
+            roster_ids,
+        ).fetchall()
+        return [dict(row) for row in rows]
+
+    @staticmethod
+    def _elo_segment(value):
+        value = float(value or 0)
+        for minimum, maximum, key, label in DiscoveryProcessor.ELO_SEGMENTS:
+            if minimum <= value < maximum:
+                return key, label
+        return None, None
+
+    @staticmethod
+    def _aggregate(rows):
+        matches = len(rows)
+        wins = sum(int(row['is_win'] or 0) for row in rows)
+        kills = sum(int(row['kills'] or 0) for row in rows)
+        deaths = sum(int(row['deaths'] or 0) for row in rows)
+        return {
+            'matches': matches,
+            'wins': wins,
+            'win_rate': wins / matches if matches else 0,
+            'avg_rating': (
+                sum(float(row['rating'] or 0) for row in rows) / matches
+                if matches else 0
+            ),
+            'avg_kd': kills / deaths if deaths else float(kills),
+            'avg_adr': (
+                sum(float(row['adr'] or 0) for row in rows) / matches
+                if matches else 0
+            ),
+        }
+
+    @staticmethod
+    def _build_medals(rows):
+        dimensions = defaultdict(lambda: defaultdict(list))
+        labels = {}
+        for row in rows:
+            steam_id = str(row['steam_id_64'])
+            map_name = row['map_name'] or 'Unknown'
+            dimensions[('map', map_name)][steam_id].append(row)
+            labels[('map', map_name)] = map_name
+
+            segment_key, segment_label = DiscoveryProcessor._elo_segment(
+                row['origin_elo']
+            )
+            if segment_key:
+                dimensions[('elo', segment_key)][steam_id].append(row)
+                labels[('elo', segment_key)] = segment_label
+
+        medals = []
+        for (dimension_type, dimension_key), player_rows in dimensions.items():
+            candidates = []
+            for steam_id, matches in player_rows.items():
+                if len(matches) < 5:
+                    continue
+                stats = DiscoveryProcessor._aggregate(matches)
+                candidates.append((steam_id, stats))
+            candidates.sort(
+                key=lambda item: (
+                    item[1]['avg_rating'],
+                    item[1]['avg_adr'],
+                    item[1]['matches'],
+                ),
+                reverse=True,
+            )
+            for rank, (steam_id, stats) in enumerate(candidates[:3], 1):
+                medals.append({
+                    'dimension_type': dimension_type,
+                    'dimension_key': dimension_key,
+                    'dimension_label': labels[(dimension_type, dimension_key)],
+                    'medal_rank': rank,
+                    'medal_tier': DiscoveryProcessor.MEDAL_TIERS[rank],
+                    'steam_id_64': steam_id,
+                    **stats,
+                    'sample_reliable': int(stats['matches'] >= 10),
+                })
+        return medals
+
+    @staticmethod
+    def _streaks(rows):
+        win_best = loss_best = win_current = loss_current = 0
+        for row in rows:
+            if row['is_win']:
+                win_current += 1
+                loss_current = 0
+            else:
+                loss_current += 1
+                win_current = 0
+            win_best = max(win_best, win_current)
+            loss_best = max(loss_best, loss_current)
+        return win_best, loss_best
+
+    @staticmethod
+    def _player_stats(rows):
+        grouped = defaultdict(list)
+        for row in rows:
+            grouped[str(row['steam_id_64'])].append(row)
+
+        result = {}
+        for steam_id, matches in grouped.items():
+            ratings = [float(row['rating'] or 0) for row in matches]
+            night_matches = [
+                row for row in matches
+                if datetime.fromtimestamp(
+                    int(row['start_time']),
+                    timezone.utc,
+                ).hour in {23, 0, 1, 2, 3, 4, 5}
+            ]
+            win_streak, loss_streak = DiscoveryProcessor._streaks(matches)
+            map_rows = defaultdict(list)
+            for row in matches:
+                map_rows[row['map_name'] or 'Unknown'].append(row)
+            eligible_maps = [
+                (map_name, DiscoveryProcessor._aggregate(map_matches))
+                for map_name, map_matches in map_rows.items()
+                if len(map_matches) >= 5
+            ]
+            best_map = (
+                max(eligible_maps, key=lambda item: item[1]['avg_rating'])
+                if eligible_maps else None
+            )
+            result[steam_id] = {
+                'matches': len(matches),
+                'carry_losses': sum(
+                    1 for row in matches
+                    if not row['is_win'] and float(row['rating'] or 0) >= 1.2
+                ),
+                'monster_games': sum(
+                    1 for row in matches
+                    if float(row['rating'] or 0) >= 1.5
+                ),
+                'rough_games': sum(
+                    1 for row in matches
+                    if float(row['rating'] or 0) < 0.7
+                ),
+                'lucky_wins': sum(
+                    1 for row in matches
+                    if row['is_win'] and float(row['rating'] or 0) < 0.8
+                ),
+                'opening_balance': sum(
+                    int(row['first_kill'] or 0)
+                    - int(row['first_death'] or 0)
+                    for row in matches
+                ),
+                'rating_volatility': pstdev(ratings) if len(ratings) > 1 else 0,
+                'night_matches': len(night_matches),
+                'night_share': len(night_matches) / len(matches),
+                'win_streak': win_streak,
+                'loss_streak': loss_streak,
+                'best_map': best_map,
+                'best_game': max(
+                    matches,
+                    key=lambda row: float(row['rating'] or 0),
+                ),
+            }
+        return result
+
+    @staticmethod
+    def _insight(
+        key,
+        steam_id,
+        tone,
+        category,
+        title,
+        description,
+        metric_label,
+        metric_value,
+        metric_unit='',
+        match_id=None,
+        evidence=None,
+        order=0,
+    ):
+        return {
+            'insight_key': key,
+            'steam_id_64': steam_id,
+            'tone': tone,
+            'category': category,
+            'title': title,
+            'description': description,
+            'metric_label': metric_label,
+            'metric_value': float(metric_value),
+            'metric_unit': metric_unit,
+            'match_id': match_id,
+            'evidence_json': json.dumps(evidence or {}, ensure_ascii=False),
+            'display_order': order,
+        }
+
+    @staticmethod
+    def _build_insights(rows):
+        stats = DiscoveryProcessor._player_stats(rows)
+        if not stats:
+            return []
+        insights = []
+
+        definitions = (
+            (
+                'monster_games', max, 'positive', '爆发',
+                '爆种制造机', 'Rating ≥ 1.50 的比赛次数全队最多。',
+                '爆种局', '场', 10,
+            ),
+            (
+                'carry_losses', max, 'positive', '抗压',
+                '逆风尽力王', '失利时 Rating ≥ 1.20 的比赛次数全队最多。',
+                '尽力局', '场', 20,
+            ),
+            (
+                'opening_balance', max, 'positive', '突破',
+                '开门红专家', '生涯首杀减首死净值全队最高。',
+                'FK-FD', '', 30,
+            ),
+            (
+                'rough_games', max, 'negative', '低谷',
+                '低谷收藏家', 'Rating < 0.70 的比赛次数全队最多。',
+                '低迷局', '场', 40,
+            ),
+            (
+                'lucky_wins', max, 'fun', '趣味',
+                '躺赢许可证', '赢球但个人 Rating < 0.80 的次数全队最多。',
+                '幸运胜场', '场', 50,
+            ),
+            (
+                'rating_volatility', max, 'fun', '稳定性',
+                '过山车选手', 'Rating 标准差全队最高，状态最有悬念。',
+                '波动', '', 60,
+            ),
+            (
+                'rating_volatility', min, 'positive', '稳定性',
+                '定海神针', 'Rating 标准差全队最低，发挥最稳定。',
+                '波动', '', 70,
+            ),
+            (
+                'night_share', max, 'fun', '时段',
+                '夜猫子', '23:00-05:59 UTC 比赛占比全队最高。',
+                '夜间占比', '%', 80,
+            ),
+            (
+                'win_streak', max, 'positive', '连胜',
+                '连胜发动机', '个人最长连续胜场全队最高。',
+                '最长连胜', '场', 90,
+            ),
+            (
+                'loss_streak', max, 'negative', '连败',
+                '逆境耐受测试', '个人最长连续败场全队最高。',
+                '最长连败', '场', 100,
+            ),
+        )
+
+        for metric, selector, tone, category, title, description, label, unit, order in definitions:
+            steam_id, player = selector(
+                stats.items(),
+                key=lambda item: item[1][metric],
+            )
+            value = player[metric]
+            display_value = value * 100 if unit == '%' else value
+            if display_value <= 0:
+                continue
+            insights.append(DiscoveryProcessor._insight(
+                f'global:{metric}:{selector.__name__}',
+                steam_id,
+                tone,
+                category,
+                title,
+                description,
+                label,
+                display_value,
+                unit,
+                evidence={'matches': player['matches']},
+                order=order,
+            ))
+
+        for index, (steam_id, player) in enumerate(stats.items(), 1):
+            if not player['best_map']:
+                continue
+            map_name, map_stats = player['best_map']
+            insights.append(DiscoveryProcessor._insight(
+                f'player:{steam_id}:map_specialist',
+                steam_id,
+                'positive',
+                '地图',
+                f'{map_name} 地头蛇',
+                '个人至少 5 场地图中，平均 Rating 最高的一张。',
+                '地图 Rating',
+                map_stats['avg_rating'],
+                '',
+                evidence={
+                    'map': map_name,
+                    'matches': map_stats['matches'],
+                    'win_rate': map_stats['win_rate'],
+                },
+                order=120 + index,
+            ))
+        return insights
+
+    @staticmethod
+    def _insert_insights(conn_l3, rows):
+        conn_l3.executemany(
+            """
+            INSERT INTO dm_discovery_insights (
+                insight_key, steam_id_64, tone, category, title,
+                description, metric_label, metric_value, metric_unit,
+                match_id, evidence_json, display_order
+            ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+            """,
+            [
+                (
+                    row['insight_key'], row['steam_id_64'], row['tone'],
+                    row['category'], row['title'], row['description'],
+                    row['metric_label'], row['metric_value'],
+                    row['metric_unit'], row['match_id'],
+                    row['evidence_json'], row['display_order'],
+                )
+                for row in rows
+            ],
+        )
+
+    @staticmethod
+    def _insert_medals(conn_l3, rows):
+        conn_l3.executemany(
+            """
+            INSERT INTO dm_performance_medals (
+                dimension_type, dimension_key, dimension_label,
+                medal_rank, medal_tier, steam_id_64, matches, wins,
+                win_rate, avg_rating, avg_kd, avg_adr, sample_reliable
+            ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+            """,
+            [
+                (
+                    row['dimension_type'], row['dimension_key'],
+                    row['dimension_label'], row['medal_rank'],
+                    row['medal_tier'], row['steam_id_64'], row['matches'],
+                    row['wins'], row['win_rate'], row['avg_rating'],
+                    row['avg_kd'], row['avg_adr'], row['sample_reliable'],
+                )
+                for row in rows
+            ],
+        )
+

database/L3/schema.sql

@@ -587,6 +587,61 @@ ON dm_player_awards(steam_id_64, period_start DESC);
 CREATE INDEX IF NOT EXISTS idx_player_awards_period
 ON dm_player_awards(award_type, period_start DESC);
 
+-- ============================================================================
+-- Discovery Mart: Data-driven fun facts, both positive and negative
+-- ============================================================================
+CREATE TABLE IF NOT EXISTS dm_discovery_insights (
+    insight_key TEXT PRIMARY KEY,
+    steam_id_64 TEXT,
+    tone TEXT NOT NULL
+        CHECK (tone IN ('positive', 'negative', 'fun')),
+    category TEXT NOT NULL,
+    title TEXT NOT NULL,
+    description TEXT NOT NULL,
+    metric_label TEXT,
+    metric_value REAL,
+    metric_unit TEXT,
+    match_id TEXT,
+    evidence_json TEXT NOT NULL DEFAULT '{}',
+    display_order INTEGER NOT NULL DEFAULT 0,
+    last_updated TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP
+);
+
+CREATE INDEX IF NOT EXISTS idx_discovery_tone_order
+ON dm_discovery_insights(tone, display_order, insight_key);
+
+CREATE INDEX IF NOT EXISTS idx_discovery_player
+ON dm_discovery_insights(steam_id_64, tone);
+
+-- ============================================================================
+-- Medal Mart: Gold/silver/bronze by map and ELO segment
+-- ============================================================================
+CREATE TABLE IF NOT EXISTS dm_performance_medals (
+    dimension_type TEXT NOT NULL
+        CHECK (dimension_type IN ('map', 'elo')),
+    dimension_key TEXT NOT NULL,
+    dimension_label TEXT NOT NULL,
+    medal_rank INTEGER NOT NULL CHECK (medal_rank BETWEEN 1 AND 3),
+    medal_tier TEXT NOT NULL
+        CHECK (medal_tier IN ('gold', 'silver', 'bronze')),
+    steam_id_64 TEXT NOT NULL,
+    matches INTEGER NOT NULL,
+    wins INTEGER NOT NULL,
+    win_rate REAL,
+    avg_rating REAL,
+    avg_kd REAL,
+    avg_adr REAL,
+    sample_reliable BOOLEAN NOT NULL DEFAULT 0,
+    last_updated TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    PRIMARY KEY (dimension_type, dimension_key, medal_rank)
+);
+
+CREATE INDEX IF NOT EXISTS idx_performance_medals_player
+ON dm_performance_medals(steam_id_64, dimension_type, medal_rank);
+
+CREATE INDEX IF NOT EXISTS idx_performance_medals_dimension
+ON dm_performance_medals(dimension_type, dimension_key, medal_rank);
+
 -- ============================================================================
 -- Schema Summary
 -- ============================================================================
@@ -609,4 +664,6 @@ ON dm_player_awards(award_type, period_start DESC);
 -- dm_player_record_events: Historical record-breaking moments
 -- dm_team_season_stats: Calendar season team summaries
 -- dm_player_awards: Daily/weekly/monthly/quarterly/yearly awards
+-- dm_discovery_insights: Positive, negative and quirky data discoveries
+-- dm_performance_medals: Map and ELO-segment gold/silver/bronze medals
 -- ============================================================================

database/job_store.py

@@ -48,19 +48,63 @@ class JobStore:
         finally:
             db.close()
 
-    def list_jobs(self, limit: int = 20) -> List[Dict[str, Any]]:
+    def list_jobs(
+        self,
+        limit: int = 20,
+        status: Optional[str] = None,
+        job_type: Optional[str] = None,
+        offset: int = 0,
+    ) -> List[Dict[str, Any]]:
+        db = self._connect()
+        try:
+            where = []
+            args = []
+            if status:
+                where.append('status = ?')
+                args.append(status)
+            if job_type:
+                where.append('job_type = ?')
+                args.append(job_type)
+            where_sql = f"WHERE {' AND '.join(where)}" if where else ''
+            args.extend([
+                max(1, min(int(limit), 100)),
+                max(0, int(offset)),
+            ])
+            rows = db.execute(
+                f"""
+                SELECT *
+                FROM etl_jobs
+                {where_sql}
+                ORDER BY created_at DESC, id DESC
+                LIMIT ? OFFSET ?
+                """,
+                args,
+            ).fetchall()
+            return [dict(row) for row in rows]
+        finally:
+            db.close()
+
+    def get_summary(self) -> Dict[str, int]:
         db = self._connect()
         try:
             rows = db.execute(
                 """
-                SELECT *
+                SELECT status, COUNT(*) AS count
                 FROM etl_jobs
-                ORDER BY created_at DESC, id DESC
-                LIMIT ?
-                """,
-                [max(1, min(int(limit), 100))],
+                GROUP BY status
+                """
             ).fetchall()
-            return [dict(row) for row in rows]
+            summary = {
+                'total': 0,
+                'queued': 0,
+                'running': 0,
+                'succeeded': 0,
+                'failed': 0,
+            }
+            for row in rows:
+                summary[row['status']] = int(row['count'])
+                summary['total'] += int(row['count'])
+            return summary
         finally:
             db.close()
 
@@ -195,4 +239,3 @@ class JobStore:
             db.commit()
         finally:
             db.close()
-

tests/test_integration.py

@@ -46,6 +46,7 @@ class ApplicationIntegrationTests(unittest.TestCase):
             '/matches/',
             '/reports/',
             '/awards/',
+            '/discover/',
             '/players/',
             f'/players/{self.roster_ids[0]}',
             '/teams/',
@@ -59,6 +60,35 @@ class ApplicationIntegrationTests(unittest.TestCase):
                 self.assertEqual(response.status_code, 200)
                 self.assertGreater(len(response.data), 100)
 
+    def test_discovery_filters_and_player_medals_render(self):
+        response = self.client.get('/discover/')
+        self.assertEqual(response.status_code, 200)
+        for label in ('趣味发现', '表现勋章墙', '勋章总榜'):
+            self.assertIn(label.encode('utf-8'), response.data)
+
+        response = self.client.get('/discover/?tone=negative')
+        self.assertEqual(response.status_code, 200)
+        self.assertIn('低谷收藏家'.encode('utf-8'), response.data)
+
+        response = self.client.get('/discover/?dimension=elo')
+        self.assertEqual(response.status_code, 200)
+        self.assertIn(b'ELO Medal', response.data)
+
+        l3 = sqlite3.connect(Config.DB_L3_PATH)
+        try:
+            medal_player = l3.execute(
+                """
+                SELECT steam_id_64
+                FROM dm_performance_medals
+                ORDER BY medal_rank
+                LIMIT 1
+                """
+            ).fetchone()[0]
+        finally:
+            l3.close()
+        response = self.client.get(f'/players/{medal_player}')
+        self.assertIn(b'Map & ELO Medals', response.data)
+
     def test_match_detail_contains_post_match_report(self):
         l3 = sqlite3.connect(Config.DB_L3_PATH)
         try:
@@ -103,10 +133,11 @@ class ApplicationIntegrationTests(unittest.TestCase):
     def test_admin_integrity_page_and_json_render(self):
         with self.client.session_transaction() as session:
             session['is_admin'] = True
+            session['_csrf_token'] = 'test-csrf'
 
         response = self.client.get('/admin/data-integrity')
         self.assertEqual(response.status_code, 200)
-        self.assertIn('数据完整性中心'.encode('utf-8'), response.data)
+        self.assertIn('数据质量中心'.encode('utf-8'), response.data)
 
         response = self.client.get('/admin/data-integrity?format=json')
         self.assertEqual(response.status_code, 200)
@@ -120,13 +151,66 @@ class ApplicationIntegrationTests(unittest.TestCase):
 
         response = self.client.get('/admin/import-match')
         self.assertEqual(response.status_code, 200)
-        self.assertIn('比赛数据导入'.encode('utf-8'), response.data)
+        self.assertIn('比赛导入'.encode('utf-8'), response.data)
+
+    def test_admin_console_pages_share_navigation_and_real_data(self):
+        with self.client.session_transaction() as session:
+            session['is_admin'] = True
+            session['_csrf_token'] = 'test-csrf'
+        pages = {
+            '/admin/': ('运营总览', '完整数据流水线'),
+            '/admin/jobs': ('作业中心', '执行记录'),
+            '/admin/sql': ('只读查询控制台', 'Database Objects'),
+            '/admin/system': ('系统与存储', '回滚快照'),
+        }
+        for path, labels in pages.items():
+            with self.subTest(path=path):
+                response = self.client.get(path)
+                self.assertEqual(response.status_code, 200)
+                self.assertIn('YRTV'.encode('utf-8'), response.data)
+                for label in labels:
+                    self.assertIn(label.encode('utf-8'), response.data)
+
+    def test_admin_sql_is_read_only_and_csrf_protected(self):
+        with self.client.session_transaction() as session:
+            session['is_admin'] = True
+            session['_csrf_token'] = 'test-csrf'
+
+        response = self.client.post(
+            '/admin/sql',
+            data={
+                '_csrf_token': 'test-csrf',
+                'db_name': 'l2',
+                'query': 'SELECT COUNT(*) AS matches FROM fact_matches',
+            },
+        )
+        self.assertEqual(response.status_code, 200)
+        self.assertIn(b'matches', response.data)
+        self.assertIn(b'208', response.data)
+
+        response = self.client.post(
+            '/admin/sql',
+            data={
+                '_csrf_token': 'test-csrf',
+                'db_name': 'l2',
+                'query': 'DELETE FROM fact_matches',
+            },
+        )
+        self.assertEqual(response.status_code, 200)
+        self.assertIn(b'Only SELECT queries are allowed', response.data)
+
+        response = self.client.post(
+            '/admin/trigger_etl',
+            headers={'Accept': 'application/json'},
+        )
+        self.assertEqual(response.status_code, 400)
 
     def test_duplicate_match_upload_is_rejected_without_starting_job(self):
         from database.paths import L1_DB
 
         with self.client.session_transaction() as session:
             session['is_admin'] = True
+            session['_csrf_token'] = 'test-csrf'
         with sqlite3.connect(str(L1_DB)) as db:
             raw = db.execute(
                 """
@@ -142,6 +226,7 @@ class ApplicationIntegrationTests(unittest.TestCase):
             response = self.client.post(
                 '/admin/import-match',
                 data={
+                    '_csrf_token': 'test-csrf',
                     'capture': (
                         upload,
                         'iframe_network.json',
@@ -178,6 +263,8 @@ class ApplicationIntegrationTests(unittest.TestCase):
         ):
             with self.subTest(label=label):
                 self.assertIn(label.encode('utf-8'), response.data)
+        self.assertIn(b'x-data="{ selected: \'last_20\' }"', response.data)
+        self.assertNotIn(b'periods: [{', response.data)
 
     def test_profile_period_api_and_trend_window(self):
         steam_id = self.roster_ids[0]
@@ -699,6 +786,80 @@ class DatabaseGovernanceTests(unittest.TestCase):
                 self.assertNotIn((award_type, period_key), seen)
                 seen.add((award_type, period_key))
 
+    def test_discovery_tones_and_medal_rules(self):
+        l3 = sqlite3.connect(Config.DB_L3_PATH)
+        try:
+            tones = {
+                row[0] for row in l3.execute(
+                    'SELECT DISTINCT tone FROM dm_discovery_insights'
+                )
+            }
+            medals = l3.execute(
+                """
+                SELECT dimension_type, dimension_key, medal_rank,
+                       medal_tier, matches
+                FROM dm_performance_medals
+                """
+            ).fetchall()
+        finally:
+            l3.close()
+
+        self.assertEqual(tones, {'positive', 'negative', 'fun'})
+        self.assertGreater(len(medals), 0)
+        seen = set()
+        expected_tiers = {1: 'gold', 2: 'silver', 3: 'bronze'}
+        for dimension_type, dimension_key, rank, tier, matches in medals:
+            key = (dimension_type, dimension_key, rank)
+            self.assertNotIn(key, seen)
+            seen.add(key)
+            self.assertIn(dimension_type, {'map', 'elo'})
+            self.assertEqual(tier, expected_tiers[rank])
+            self.assertGreaterEqual(matches, 5)
+
+    def test_map_gold_medal_matches_highest_eligible_rating(self):
+        l3 = sqlite3.connect(Config.DB_L3_PATH)
+        l2 = sqlite3.connect(Config.DB_L2_PATH)
+        web = sqlite3.connect(Config.DB_WEB_PATH)
+        try:
+            medal = l3.execute(
+                """
+                SELECT dimension_key, steam_id_64, avg_rating
+                FROM dm_performance_medals
+                WHERE dimension_type = 'map' AND medal_rank = 1
+                ORDER BY dimension_key
+                LIMIT 1
+                """
+            ).fetchone()
+            roster_ids = json.loads(
+                web.execute(
+                    """
+                    SELECT player_ids_json FROM team_lineups
+                    WHERE is_active = 1
+                    """
+                ).fetchone()[0]
+            )
+            placeholders = ','.join('?' for _ in roster_ids)
+            expected = l2.execute(
+                f"""
+                SELECT p.steam_id_64, AVG(p.rating) AS avg_rating
+                FROM fact_match_players p
+                JOIN fact_matches m ON m.match_id = p.match_id
+                WHERE p.steam_id_64 IN ({placeholders})
+                  AND m.map_name = ?
+                GROUP BY p.steam_id_64
+                HAVING COUNT(*) >= 5
+                ORDER BY avg_rating DESC, AVG(p.adr) DESC, COUNT(*) DESC
+                LIMIT 1
+                """,
+                roster_ids + [medal[0]],
+            ).fetchone()
+        finally:
+            l3.close()
+            l2.close()
+            web.close()
+        self.assertEqual(medal[1], expected[0])
+        self.assertAlmostEqual(medal[2], expected[1], places=8)
+
     def test_seasons_only_include_team_matches(self):
         l2 = sqlite3.connect(Config.DB_L2_PATH)
         l3 = sqlite3.connect(Config.DB_L3_PATH)

web/app.py

@@ -6,6 +6,7 @@ sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
 from flask import Flask
 from web.config import Config
 from web.database import close_dbs, initialize_web_db
+from web.auth import get_csrf_token
 
 
 def create_app(config_object=Config):
@@ -16,10 +17,12 @@ def create_app(config_object=Config):
     from web.services.roster_version_service import RosterVersionService
     RosterVersionService.ensure_initial_version()
     app.teardown_appcontext(close_dbs)
+    app.jinja_env.globals['csrf_token'] = get_csrf_token
 
     from web.routes import (
         admin,
         awards,
+        discover,
         main,
         matches,
         opponents,
@@ -39,6 +42,7 @@ def create_app(config_object=Config):
     app.register_blueprint(opponents.bp)
     app.register_blueprint(reports.bp)
     app.register_blueprint(awards.bp)
+    app.register_blueprint(discover.bp)
 
     return app
 

web/auth.py

@@ -1,5 +1,8 @@
 from functools import wraps
-from flask import session, redirect, url_for, flash
+import hmac
+import secrets
+
+from flask import abort, flash, request, session, redirect, url_for
 
 def admin_required(f):
     @wraps(f)
@@ -9,3 +12,32 @@ def admin_required(f):
         flash('Admin access required', 'warning')
         return redirect(url_for('admin.login'))
     return decorated_function
+
+
+def get_csrf_token():
+    token = session.get('_csrf_token')
+    if not token:
+        token = secrets.token_urlsafe(32)
+        session['_csrf_token'] = token
+    return token
+
+
+def validate_csrf():
+    expected = session.get('_csrf_token')
+    received = (
+        request.headers.get('X-CSRF-Token')
+        or request.form.get('_csrf_token')
+    )
+    if not expected or not received or not hmac.compare_digest(
+        str(expected),
+        str(received),
+    ):
+        abort(400, description='Invalid CSRF token')
+
+
+def csrf_protected(f):
+    @wraps(f)
+    def decorated_function(*args, **kwargs):
+        validate_csrf()
+        return f(*args, **kwargs)
+    return decorated_function

web/routes/admin.py

@@ -1,15 +1,27 @@
-from flask import Blueprint, render_template, request, redirect, url_for, session, flash, jsonify
+from flask import (
+    Blueprint,
+    flash,
+    jsonify,
+    redirect,
+    render_template,
+    request,
+    session,
+    url_for,
+)
 from web.config import Config
-from web.auth import admin_required
+from web.auth import admin_required, csrf_protected, validate_csrf
 from web.database import query_db
+from web.services.admin_service import AdminService
 from web.services.etl_service import EtlService
 import hmac
+import time
 
 bp = Blueprint('admin', __name__, url_prefix='/admin')
 
 @bp.route('/login', methods=['GET', 'POST'])
 def login():
     if request.method == 'POST':
+        validate_csrf()
         token = request.form.get('token') or ''
         if hmac.compare_digest(token, Config.ADMIN_TOKEN):
             session['is_admin'] = True
@@ -26,7 +38,10 @@ def logout():
 @bp.route('/')
 @admin_required
 def dashboard():
-    return render_template('admin/dashboard.html')
+    return render_template(
+        'admin/dashboard.html',
+        **AdminService.get_overview(),
+    )
 
 @bp.route('/data-integrity')
 @admin_required
@@ -40,6 +55,7 @@ def data_integrity():
 
 @bp.route('/trigger_etl', methods=['POST'])
 @admin_required
+@csrf_protected
 def trigger_etl():
     from database.job_store import JobStore
 
@@ -68,6 +84,7 @@ def import_match():
 
     store = JobStore(Config.DB_WEB_PATH)
     if request.method == 'POST':
+        validate_csrf()
         upload = request.files.get('capture')
         if not upload or not upload.filename:
             flash('请选择 iframe_network.json 文件。', 'error')
@@ -91,7 +108,7 @@ def import_match():
                 'success',
             )
             return redirect(url_for(
-                'admin.import_match',
+                'admin.jobs',
                 job_id=prepared['job_id'],
             ))
         except (DuplicateMatchError, ImportValidationError) as exc:
@@ -106,14 +123,34 @@ def import_match():
                 )
             flash(f'启动导入失败：{exc}', 'error')
 
-    selected_job = None
-    selected_job_id = request.args.get('job_id', type=int)
-    if selected_job_id:
-        selected_job = store.get_job(selected_job_id)
     return render_template(
         'admin/import_match.html',
-        jobs=store.list_jobs(30),
-        selected_job=selected_job,
+        jobs=store.list_jobs(5),
+    )
+
+
+@bp.route('/jobs')
+@admin_required
+def jobs():
+    from database.job_store import JobStore
+
+    status = request.args.get('status') or None
+    job_type = request.args.get('type') or None
+    selected_job_id = request.args.get('job_id', type=int)
+    data = AdminService.get_jobs(status, job_type)
+    data['selected_job'] = (
+        JobStore(Config.DB_WEB_PATH).get_job(selected_job_id)
+        if selected_job_id else None
+    )
+    return render_template('admin/jobs.html', **data)
+
+
+@bp.route('/system')
+@admin_required
+def system():
+    return render_template(
+        'admin/system.html',
+        **AdminService.get_system_status(),
     )
 
 
@@ -133,9 +170,14 @@ def sql_runner():
     result = None
     error = None
     query = ""
-    db_name = "l2"
+    db_name = request.args.get('db_name', 'l2')
+    if db_name not in {'l2', 'l3', 'web'}:
+        db_name = 'l2'
+    duration_ms = None
+    row_count = None
     
     if request.method == 'POST':
+        validate_csrf()
         query = (request.form.get('query') or '').strip()
         db_name = request.form.get('db_name', 'l2')
 
@@ -151,8 +193,10 @@ def sql_runner():
                 query = statement
                 if 'LIMIT' not in statement.upper():
                     query = f"{statement} LIMIT 50"
-                
+                started = time.perf_counter()
                 rows = query_db(db_name, query)
+                duration_ms = (time.perf_counter() - started) * 1000
+                row_count = len(rows)
                 if rows:
                     columns = rows[0].keys()
                     result = {'columns': columns, 'rows': rows}
@@ -160,5 +204,18 @@ def sql_runner():
                     result = {'columns': [], 'rows': []}
             except Exception as e:
                 error = str(e)
-                
-    return render_template('admin/sql.html', result=result, error=error, query=query, db_name=db_name)
+
+    try:
+        catalog = AdminService.get_database_catalog(db_name)
+    except ValueError:
+        catalog = []
+    return render_template(
+        'admin/sql.html',
+        result=result,
+        error=error,
+        query=query,
+        db_name=db_name,
+        catalog=catalog,
+        duration_ms=duration_ms,
+        row_count=row_count,
+    )

web/routes/discover.py

@@ -0,0 +1,24 @@
+from flask import Blueprint, render_template, request
+
+from web.services.discovery_service import DiscoveryService
+
+
+bp = Blueprint('discover', __name__, url_prefix='/discover')
+
+
+@bp.route('/')
+def index():
+    tone = request.args.get('tone')
+    dimension = request.args.get('dimension')
+    if dimension not in {'map', 'elo'}:
+        dimension = None
+    return render_template(
+        'discover/index.html',
+        insights=DiscoveryService.get_insights(tone),
+        medals=DiscoveryService.get_medals(dimension),
+        leaderboard=DiscoveryService.get_medal_leaderboard(),
+        tone=tone,
+        dimension=dimension,
+        tone_labels=DiscoveryService.TONE_LABELS,
+    )
+

web/routes/players.py

@@ -3,6 +3,7 @@ from web.services.stats_service import StatsService
 from web.services.feature_service import FeatureService
 from web.services.player_profile_service import PlayerProfileService
 from web.services.narrative_service import NarrativeService
+from web.services.discovery_service import DiscoveryService
 from web.services.web_service import WebService
 from web.database import execute_db, query_db
 from web.config import Config
@@ -205,6 +206,7 @@ def detail(steam_id):
                          records=records,
                          professional_identity=NarrativeService.get_player_identity(steam_id),
                          honors=NarrativeService.get_player_honors(steam_id),
+                         performance_medals=DiscoveryService.get_player_medals(steam_id),
                          l2_stats=l2_stats,
                          side_stats=side_stats)
 

web/services/admin_service.py

@@ -0,0 +1,175 @@
+from datetime import datetime
+import json
+from pathlib import Path
+import sqlite3
+
+from database.job_store import JobStore
+from database.maintenance import (
+    backup_storage_status,
+    check_managed_databases,
+)
+from database.paths import BACKUP_ROOT
+from web.config import Config
+from web.database import query_db
+from web.services.integrity_service import IntegrityService
+from web.services.roster_version_service import RosterVersionService
+from web.services.team_context_service import TeamContextService
+
+
+class AdminService:
+    DATABASE_LABELS = {
+        'l2': 'L2 Facts',
+        'l3': 'L3 Marts',
+        'web': 'Web App',
+    }
+
+    @staticmethod
+    def _format_bytes(value):
+        value = float(value or 0)
+        for unit in ('B', 'KB', 'MB', 'GB'):
+            if value < 1024 or unit == 'GB':
+                return f'{value:.1f} {unit}'
+            value /= 1024
+
+    @staticmethod
+    def get_overview():
+        integrity = IntegrityService.build_report()
+        store = JobStore(Config.DB_WEB_PATH)
+        latest_report = query_db(
+            'l3',
+            """
+            SELECT match_id, match_date, map_name, is_win,
+                   team_avg_rating, summary_text
+            FROM dm_match_reports
+            ORDER BY match_date DESC
+            LIMIT 1
+            """,
+            one=True,
+        )
+        latest_match = dict(latest_report) if latest_report else None
+        if latest_match:
+            latest_match['date_text'] = datetime.fromtimestamp(
+                latest_match['match_date']
+            ).strftime('%Y-%m-%d %H:%M')
+
+        counts = integrity['counts']
+        return {
+            'integrity': integrity,
+            'jobs': store.list_jobs(8),
+            'job_summary': store.get_summary(),
+            'latest_match': latest_match,
+            'roster_size': len(TeamContextService.get_active_roster_ids()),
+            'roster_versions': len(RosterVersionService.list_versions()),
+            'metrics': {
+                'matches': counts.get('matches', 0),
+                'roster_players': counts.get('active_roster', 0),
+                'reports': counts.get('l3_match_reports', 0),
+                'awards': counts.get('l3_awards', 0),
+                'backup_size': AdminService._format_bytes(
+                    counts.get('backup_bytes', 0)
+                ),
+            },
+        }
+
+    @staticmethod
+    def get_jobs(status=None, job_type=None, limit=50):
+        store = JobStore(Config.DB_WEB_PATH)
+        return {
+            'jobs': store.list_jobs(
+                limit=limit,
+                status=status,
+                job_type=job_type,
+            ),
+            'summary': store.get_summary(),
+            'status': status,
+            'job_type': job_type,
+        }
+
+    @staticmethod
+    def get_database_catalog(db_name):
+        if db_name not in {'l2', 'l3', 'web'}:
+            raise ValueError('Unknown database')
+        rows = query_db(
+            db_name,
+            """
+            SELECT name, type
+            FROM sqlite_master
+            WHERE type IN ('table', 'view')
+              AND name NOT LIKE 'sqlite_%'
+            ORDER BY type, name
+            """,
+        )
+        return [dict(row) for row in rows]
+
+    @staticmethod
+    def get_system_status():
+        managed = check_managed_databases()
+        web_status = {
+            'path': Config.DB_WEB_PATH,
+            'exists': Path(Config.DB_WEB_PATH).exists(),
+            'size_bytes': (
+                Path(Config.DB_WEB_PATH).stat().st_size
+                if Path(Config.DB_WEB_PATH).exists() else 0
+            ),
+        }
+        databases = []
+        for name, item in managed.items():
+            entry = dict(item)
+            entry['name'] = name.upper()
+            entry['size_text'] = AdminService._format_bytes(
+                entry['size_bytes']
+            )
+            databases.append(entry)
+        web_status.update({
+            'name': 'WEB',
+            'quick_check': 'managed by app',
+            'size_text': AdminService._format_bytes(web_status['size_bytes']),
+        })
+        databases.append(web_status)
+
+        backup_dirs = sorted(
+            [path for path in BACKUP_ROOT.glob('*') if path.is_dir()],
+            key=lambda path: path.stat().st_mtime,
+            reverse=True,
+        )
+        backups = []
+        for directory in backup_dirs:
+            manifest_path = directory / 'manifest.json'
+            manifest = {}
+            if manifest_path.exists():
+                try:
+                    manifest = json.loads(
+                        manifest_path.read_text(encoding='utf-8')
+                    )
+                except (OSError, json.JSONDecodeError):
+                    manifest = {}
+            size = sum(
+                file.stat().st_size
+                for file in directory.rglob('*')
+                if file.is_file()
+            )
+            backups.append({
+                'name': directory.name,
+                'created_at': manifest.get('created_at'),
+                'size_text': AdminService._format_bytes(size),
+                'databases': manifest.get('databases', {}),
+            })
+
+        return {
+            'databases': databases,
+            'backups': backups,
+            'backup_summary': backup_storage_status(),
+            'config': {
+                'web_schema_version': Config.WEB_SCHEMA_VERSION,
+                'sqlite_timeout': Config.SQLITE_TIMEOUT_SECONDS,
+                'slow_query_threshold': Config.SLOW_QUERY_THRESHOLD_SECONDS,
+                'max_upload_mb': Config.MAX_CONTENT_LENGTH / 1024 / 1024,
+                'secret_key_configured': (
+                    Config.SECRET_KEY != 'yrtv-dev-only-change-me'
+                ),
+                'admin_token_configured': (
+                    Config.ADMIN_TOKEN != 'yrtv-admin-dev'
+                ),
+            },
+        }
+

web/services/discovery_service.py

@@ -0,0 +1,163 @@
+import json
+
+from web.database import query_db
+
+
+class DiscoveryService:
+    TONE_LABELS = {
+        'positive': '高光',
+        'negative': '低谷',
+        'fun': '趣味',
+    }
+    MEDAL_LABELS = {
+        'gold': '金牌',
+        'silver': '银牌',
+        'bronze': '铜牌',
+    }
+
+    @staticmethod
+    def _identity_map(steam_ids):
+        steam_ids = sorted({str(value) for value in steam_ids if value})
+        if not steam_ids:
+            return {}
+        placeholders = ','.join('?' for _ in steam_ids)
+        rows = query_db(
+            'l2',
+            f"""
+            SELECT steam_id_64, username, avatar_url
+            FROM dim_players
+            WHERE steam_id_64 IN ({placeholders})
+            """,
+            steam_ids,
+        )
+        return {str(row['steam_id_64']): dict(row) for row in rows}
+
+    @staticmethod
+    def get_insights(tone=None):
+        args = []
+        where = ''
+        if tone in DiscoveryService.TONE_LABELS:
+            where = 'WHERE tone = ?'
+            args.append(tone)
+        rows = query_db(
+            'l3',
+            f"""
+            SELECT *
+            FROM dm_discovery_insights
+            {where}
+            ORDER BY display_order, insight_key
+            """,
+            args,
+        )
+        identities = DiscoveryService._identity_map(
+            [row['steam_id_64'] for row in rows]
+        )
+        result = []
+        for row in rows:
+            item = dict(row)
+            item['identity'] = identities.get(str(item['steam_id_64']), {})
+            item['tone_label'] = DiscoveryService.TONE_LABELS.get(
+                item['tone'],
+                item['tone'],
+            )
+            try:
+                item['evidence'] = json.loads(item['evidence_json'] or '{}')
+            except json.JSONDecodeError:
+                item['evidence'] = {}
+            result.append(item)
+        return result
+
+    @staticmethod
+    def get_medals(dimension_type=None):
+        args = []
+        where = ''
+        if dimension_type in {'map', 'elo'}:
+            where = 'WHERE dimension_type = ?'
+            args.append(dimension_type)
+        rows = query_db(
+            'l3',
+            f"""
+            SELECT *
+            FROM dm_performance_medals
+            {where}
+            ORDER BY
+                CASE dimension_type WHEN 'map' THEN 1 ELSE 2 END,
+                dimension_key,
+                medal_rank
+            """,
+            args,
+        )
+        identities = DiscoveryService._identity_map(
+            [row['steam_id_64'] for row in rows]
+        )
+        grouped = []
+        current_key = None
+        current = None
+        for row in rows:
+            item = dict(row)
+            item['identity'] = identities.get(str(item['steam_id_64']), {})
+            item['medal_label'] = DiscoveryService.MEDAL_LABELS.get(
+                item['medal_tier'],
+                item['medal_tier'],
+            )
+            key = (item['dimension_type'], item['dimension_key'])
+            if key != current_key:
+                current = {
+                    'dimension_type': item['dimension_type'],
+                    'dimension_key': item['dimension_key'],
+                    'dimension_label': item['dimension_label'],
+                    'medals': [],
+                }
+                grouped.append(current)
+                current_key = key
+            current['medals'].append(item)
+        return grouped
+
+    @staticmethod
+    def get_medal_leaderboard():
+        rows = query_db(
+            'l3',
+            """
+            SELECT
+                steam_id_64,
+                COUNT(*) AS medals,
+                SUM(CASE WHEN medal_tier = 'gold' THEN 1 ELSE 0 END) AS gold,
+                SUM(CASE WHEN medal_tier = 'silver' THEN 1 ELSE 0 END) AS silver,
+                SUM(CASE WHEN medal_tier = 'bronze' THEN 1 ELSE 0 END) AS bronze
+            FROM dm_performance_medals
+            GROUP BY steam_id_64
+            ORDER BY gold DESC, silver DESC, bronze DESC
+            """,
+        )
+        identities = DiscoveryService._identity_map(
+            [row['steam_id_64'] for row in rows]
+        )
+        result = []
+        for row in rows:
+            item = dict(row)
+            item['identity'] = identities.get(str(item['steam_id_64']), {})
+            result.append(item)
+        return result
+
+    @staticmethod
+    def get_player_medals(steam_id):
+        rows = query_db(
+            'l3',
+            """
+            SELECT *
+            FROM dm_performance_medals
+            WHERE steam_id_64 = ?
+            ORDER BY medal_rank, dimension_type, dimension_key
+            """,
+            [steam_id],
+        )
+        result = []
+        for row in rows:
+            item = dict(row)
+            item['medal_label'] = DiscoveryService.MEDAL_LABELS.get(
+                item['medal_tier'],
+                item['medal_tier'],
+            )
+            result.append(item)
+        return result
+

web/services/integrity_service.py

@@ -246,6 +246,7 @@ class IntegrityService:
     @staticmethod
     def _check_l3(db, roster_ids, checks, counts):
         required_tables = {
+            'dm_discovery_insights',
             'dm_duo_stats',
             'dm_match_player_reports',
             'dm_match_reports',
@@ -257,6 +258,7 @@ class IntegrityService:
             'dm_player_record_events',
             'dm_player_records',
             'dm_player_weapon_stats',
+            'dm_performance_medals',
             'dm_lineup_stats',
             'dm_team_season_stats',
         }
@@ -309,6 +311,12 @@ class IntegrityService:
         counts['l3_awards'] = db.execute(
             'SELECT COUNT(*) FROM dm_player_awards'
         ).fetchone()[0]
+        counts['l3_discoveries'] = db.execute(
+            'SELECT COUNT(*) FROM dm_discovery_insights'
+        ).fetchone()[0]
+        counts['l3_medals'] = db.execute(
+            'SELECT COUNT(*) FROM dm_performance_medals'
+        ).fetchone()[0]
         expected_matches = counts.get('matches', 0)
         IntegrityService._check(
             checks,
@@ -443,6 +451,8 @@ class IntegrityService:
             ('l3_record_events', 'Record event mart'),
             ('l3_seasons', 'Team season mart'),
             ('l3_awards', 'Player award mart'),
+            ('l3_discoveries', 'Discovery insight mart'),
+            ('l3_medals', 'Map and ELO medal mart'),
         ):
             value = counts[key]
             IntegrityService._check(
@@ -453,6 +463,53 @@ class IntegrityService:
                 value,
             )
 
+        discovery_tones = {
+            row[0] for row in db.execute(
+                'SELECT DISTINCT tone FROM dm_discovery_insights'
+            )
+        }
+        IntegrityService._check(
+            checks,
+            'Discovery tone coverage',
+            (
+                'pass'
+                if discovery_tones == {'positive', 'negative', 'fun'}
+                else 'fail'
+            ),
+            f"tones: {', '.join(sorted(discovery_tones))}",
+            len(discovery_tones),
+        )
+
+        invalid_medals = db.execute(
+            """
+            SELECT COUNT(*)
+            FROM dm_performance_medals
+            WHERE matches < 5
+               OR medal_rank NOT BETWEEN 1 AND 3
+            """
+        ).fetchone()[0]
+        duplicate_medals = db.execute(
+            """
+            SELECT COUNT(*)
+            FROM (
+                SELECT dimension_type, dimension_key, medal_rank, COUNT(*) AS n
+                FROM dm_performance_medals
+                GROUP BY dimension_type, dimension_key, medal_rank
+                HAVING n > 1
+            )
+            """
+        ).fetchone()[0]
+        IntegrityService._check(
+            checks,
+            'Performance medal validity',
+            'pass' if invalid_medals == 0 and duplicate_medals == 0 else 'fail',
+            (
+                f'{invalid_medals} invalid samples, '
+                f'{duplicate_medals} duplicate ranks'
+            ),
+            invalid_medals + duplicate_medals,
+        )
+
         if roster_ids:
             placeholders = ','.join('?' for _ in roster_ids)
             scope_sql = f"AND steam_id_64 IN ({placeholders})"

web/templates/admin/base.html

@@ -0,0 +1,86 @@
+{% extends "base.html" %}
+
+{% block title %}{% block admin_title %}Admin{% endblock %} - YRTV{% endblock %}
+
+{% block content %}
+{% set admin_nav = [
+    ('admin.dashboard', '总览', 'Overview'),
+    ('admin.import_match', '比赛导入', 'Import'),
+    ('admin.jobs', '作业中心', 'Jobs'),
+    ('admin.data_integrity', '数据质量', 'Integrity'),
+    ('admin.sql_runner', '查询控制台', 'Query'),
+    ('admin.system', '系统信息', 'System')
+] %}
+<div class="min-h-[calc(100vh-8rem)] px-3 sm:px-0">
+    <div class="overflow-hidden rounded-2xl border border-slate-200 bg-slate-100 shadow-xl dark:border-slate-700 dark:bg-slate-950">
+        <div class="grid min-h-[760px] grid-cols-1 lg:grid-cols-[240px_minmax(0,1fr)]">
+            <aside class="border-b border-slate-200 bg-slate-950 text-slate-300 lg:border-b-0 lg:border-r lg:border-slate-800">
+                <div class="flex items-center justify-between px-5 py-5">
+                    <div>
+                        <div class="text-xs font-black uppercase tracking-[0.25em] text-yrtv-400">YRTV</div>
+                        <div class="mt-1 text-lg font-black text-white">Operations</div>
+                    </div>
+                    <span class="rounded-full bg-amber-400/10 px-2 py-1 text-[10px] font-bold uppercase text-amber-300">Beta</span>
+                </div>
+
+                <nav class="flex gap-1 overflow-x-auto px-3 pb-4 lg:block lg:space-y-1 lg:overflow-visible">
+                    {% for endpoint, label, english in admin_nav %}
+                    {% set active = request.endpoint == endpoint %}
+                    <a href="{{ url_for(endpoint) }}"
+                       class="group flex min-w-max items-center gap-3 rounded-xl px-3 py-2.5 text-sm font-bold transition
+                              {% if active %}bg-yrtv-600 text-white shadow-lg shadow-yrtv-950/30
+                              {% else %}text-slate-400 hover:bg-slate-800 hover:text-white{% endif %}">
+                        <span class="flex h-7 w-7 items-center justify-center rounded-lg {% if active %}bg-white/15{% else %}bg-slate-800 group-hover:bg-slate-700{% endif %}">
+                            {{ loop.index|string }}
+                        </span>
+                        <span>
+                            <span class="block">{{ label }}</span>
+                            <span class="block text-[10px] font-medium uppercase tracking-wider opacity-60">{{ english }}</span>
+                        </span>
+                    </a>
+                    {% endfor %}
+                </nav>
+
+                <div class="hidden border-t border-slate-800 p-4 lg:block">
+                    <a href="{{ url_for('main.index') }}" class="block rounded-lg px-3 py-2 text-sm font-bold text-slate-400 hover:bg-slate-800 hover:text-white">返回站点</a>
+                    <a href="{{ url_for('admin.logout') }}" class="mt-1 block rounded-lg px-3 py-2 text-sm font-bold text-red-400 hover:bg-red-950/40">退出后台</a>
+                </div>
+            </aside>
+
+            <div class="min-w-0">
+                <header class="border-b border-slate-200 bg-white/90 px-5 py-4 backdrop-blur dark:border-slate-800 dark:bg-slate-900/90">
+                    <div class="flex items-center justify-between gap-4">
+                        <div>
+                            <h1 class="text-xl font-black text-slate-900 dark:text-white">{% block page_title %}管理后台{% endblock %}</h1>
+                            <p class="mt-0.5 text-xs text-slate-500">{% block page_subtitle %}YRTV 数据运营控制台{% endblock %}</p>
+                        </div>
+                        <div class="flex items-center gap-2">
+                            <a href="{{ url_for('admin.data_integrity') }}" class="rounded-full border border-slate-200 bg-slate-50 px-3 py-1.5 text-xs font-bold text-slate-600 hover:border-emerald-300 hover:text-emerald-600 dark:border-slate-700 dark:bg-slate-800 dark:text-slate-300">系统状态</a>
+                            <a href="{{ url_for('main.index') }}" class="rounded-lg bg-slate-900 px-3 py-2 text-xs font-bold text-white hover:bg-slate-700 dark:bg-white dark:text-slate-900">打开前台</a>
+                        </div>
+                    </div>
+                </header>
+
+                <main class="p-4 sm:p-6 lg:p-8">
+                    {% with messages = get_flashed_messages(with_categories=true) %}
+                    {% if messages %}
+                    <div class="mb-6 space-y-2">
+                        {% for category, message in messages %}
+                        <div class="rounded-xl border px-4 py-3 text-sm font-medium
+                            {% if category == 'success' %}border-emerald-200 bg-emerald-50 text-emerald-800
+                            {% elif category == 'warning' %}border-amber-200 bg-amber-50 text-amber-800
+                            {% else %}border-red-200 bg-red-50 text-red-800{% endif %}">
+                            {{ message }}
+                        </div>
+                        {% endfor %}
+                    </div>
+                    {% endif %}
+                    {% endwith %}
+                    {% block admin_content %}{% endblock %}
+                </main>
+            </div>
+        </div>
+    </div>
+</div>
+{% endblock %}
+

web/templates/admin/dashboard.html

@@ -1,57 +1,147 @@
-{% extends "base.html" %}
+{% extends "admin/base.html" %}
 
-{% block content %}
-<div class="bg-white dark:bg-slate-800 shadow rounded-lg p-6">
-    <div class="flex justify-between items-center mb-6">
-        <h2 class="text-2xl font-bold text-gray-900 dark:text-white">管理后台 (Admin Dashboard)</h2>
-        <a href="{{ url_for('admin.logout') }}" class="text-red-600 hover:text-red-800">Logout</a>
-    </div>
-    
-    <div class="grid grid-cols-1 md:grid-cols-2 gap-6">
-        <!-- ETL Controls -->
-        <div class="border border-gray-200 dark:border-gray-700 rounded-lg p-4">
-            <h3 class="text-lg font-bold text-gray-900 dark:text-white mb-4">数据管线 (ETL)</h3>
-            <div class="space-y-2">
-                <a href="{{ url_for('admin.import_match') }}" class="block w-full text-center bg-yrtv-600 text-white py-2 px-4 rounded hover:bg-yrtv-500">上传并导入比赛</a>
-                <button onclick="triggerEtl()" class="w-full bg-blue-600 text-white py-2 px-4 rounded hover:bg-blue-700">运行完整 L1 → L2 → L3</button>
-            </div>
-            <div id="etlResult" class="mt-4 text-sm text-gray-600 dark:text-gray-400"></div>
+{% block admin_title %}运营总览{% endblock %}
+{% block page_title %}运营总览{% endblock %}
+{% block page_subtitle %}数据规模、流水线状态与最近比赛一屏掌握{% endblock %}
+
+{% block admin_content %}
+{% set health_color = 'emerald' if integrity.overall_status == 'pass' else ('amber' if integrity.overall_status == 'warn' else 'red') %}
+<div class="space-y-7">
+    <section class="grid grid-cols-2 gap-3 xl:grid-cols-5">
+        {% for label, value, note in [
+            ('比赛总量', metrics.matches, 'L2 matches'),
+            ('Active Roster', metrics.roster_players, roster_versions|string + ' roster version'),
+            ('赛后报告', metrics.reports, 'L3 reports'),
+            ('周期奖项', metrics.awards, 'Awards generated'),
+            ('备份占用', metrics.backup_size, integrity.counts.backup_sets|string + ' snapshots')
+        ] %}
+        <div class="rounded-2xl border border-slate-200 bg-white p-4 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="text-xs font-bold uppercase tracking-wider text-slate-400">{{ label }}</div>
+            <div class="mt-2 text-3xl font-black text-slate-900 dark:text-white">{{ value }}</div>
+            <div class="mt-1 truncate text-[11px] text-slate-400">{{ note }}</div>
         </div>
-        
-        <!-- Tools -->
-        <div class="border border-gray-200 dark:border-gray-700 rounded-lg p-4">
-            <h3 class="text-lg font-bold text-gray-900 dark:text-white mb-4">工具箱</h3>
-            <div class="space-y-2">
-                <a href="{{ url_for('admin.data_integrity') }}" class="block w-full text-center bg-emerald-600 text-white py-2 px-4 rounded hover:bg-emerald-700">数据完整性中心</a>
-                <a href="{{ url_for('admin.sql_runner') }}" class="block w-full text-center bg-gray-600 text-white py-2 px-4 rounded hover:bg-gray-700">SQL Runner</a>
-                <a href="{{ url_for('wiki.index') }}" class="block w-full text-center bg-gray-600 text-white py-2 px-4 rounded hover:bg-gray-700">Manage Wiki</a>
+        {% endfor %}
+    </section>
+
+    <div class="grid grid-cols-1 gap-6 xl:grid-cols-3">
+        <section class="overflow-hidden rounded-2xl bg-gradient-to-br from-slate-950 via-slate-900 to-yrtv-950 p-6 text-white shadow-xl xl:col-span-2">
+            <div class="flex flex-col gap-6 sm:flex-row sm:items-start sm:justify-between">
+                <div>
+                    <div class="text-xs font-black uppercase tracking-[0.22em] text-yrtv-300">Data Pipeline</div>
+                    <h2 class="mt-2 text-2xl font-black">完整数据流水线</h2>
+                    <p class="mt-2 max-w-xl text-sm leading-6 text-slate-300">运行前自动备份 L1/L2/L3，串行构建并验证 {{ integrity.checks|length }} 项数据质量规则。失败时自动恢复。</p>
+                </div>
+                <div class="rounded-2xl bg-white/10 px-4 py-3 text-right">
+                    <div class="text-xs uppercase text-slate-400">Running</div>
+                    <div class="text-2xl font-black {% if job_summary.running %}text-amber-300{% else %}text-emerald-300{% endif %}">{{ job_summary.running }}</div>
+                </div>
             </div>
-        </div>
+            <div class="mt-6 flex flex-wrap gap-3">
+                <a href="{{ url_for('admin.import_match') }}" class="rounded-xl bg-yrtv-500 px-5 py-3 text-sm font-black text-white hover:bg-yrtv-400">导入新比赛</a>
+                <button id="pipeline-button" onclick="triggerPipeline()" class="rounded-xl bg-white px-5 py-3 text-sm font-black text-slate-900 hover:bg-slate-100 disabled:cursor-not-allowed disabled:opacity-50" {% if job_summary.running %}disabled{% endif %}>运行完整流水线</button>
+                <a href="{{ url_for('admin.jobs') }}" class="rounded-xl border border-white/20 px-5 py-3 text-sm font-bold text-white hover:bg-white/10">查看所有作业</a>
+            </div>
+            <p id="pipeline-message" class="mt-3 text-xs text-slate-400"></p>
+        </section>
+
+        <a href="{{ url_for('admin.data_integrity') }}" class="group rounded-2xl border border-{{ health_color }}-200 bg-{{ health_color }}-50 p-6 shadow-sm transition hover:-translate-y-0.5 hover:shadow-md dark:border-{{ health_color }}-900/50 dark:bg-{{ health_color }}-950/20">
+            <div class="flex items-center justify-between">
+                <div class="text-xs font-black uppercase tracking-widest text-{{ health_color }}-600">Data Health</div>
+                <span class="rounded-full bg-{{ health_color }}-100 px-3 py-1 text-xs font-black uppercase text-{{ health_color }}-700">{{ integrity.overall_status }}</span>
+            </div>
+            <div class="mt-5 flex items-end gap-3">
+                <div class="text-5xl font-black text-{{ health_color }}-700">{{ integrity.totals.pass }}</div>
+                <div class="pb-1 text-sm text-{{ health_color }}-700">项检查通过</div>
+            </div>
+            <div class="mt-4 grid grid-cols-2 gap-2 text-xs">
+                <div class="rounded-lg bg-white/70 p-2 text-slate-600">警告 <b>{{ integrity.totals.warn }}</b></div>
+                <div class="rounded-lg bg-white/70 p-2 text-slate-600">失败 <b>{{ integrity.totals.fail }}</b></div>
+            </div>
+            <div class="mt-4 text-xs font-bold text-{{ health_color }}-700 group-hover:underline">查看完整报告 →</div>
+        </a>
     </div>
+
+    <div class="grid grid-cols-1 gap-6 xl:grid-cols-3">
+        <section class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900 xl:col-span-2">
+            <div class="flex items-center justify-between border-b border-slate-100 px-5 py-4 dark:border-slate-800">
+                <div>
+                    <h2 class="font-black text-slate-900 dark:text-white">最近作业</h2>
+                    <p class="text-xs text-slate-400">成功 {{ job_summary.succeeded }} · 失败 {{ job_summary.failed }}</p>
+                </div>
+                <a href="{{ url_for('admin.jobs') }}" class="text-xs font-bold text-yrtv-600 hover:underline">作业中心</a>
+            </div>
+            <div class="divide-y divide-slate-100 dark:divide-slate-800">
+                {% for job in jobs %}
+                <a href="{{ url_for('admin.jobs', job_id=job.id) }}" class="flex items-center gap-4 px-5 py-3.5 hover:bg-slate-50 dark:hover:bg-slate-800/50">
+                    <span class="h-2.5 w-2.5 rounded-full {% if job.status == 'succeeded' %}bg-emerald-500{% elif job.status == 'failed' %}bg-red-500{% elif job.status == 'running' %}bg-amber-400 animate-pulse{% else %}bg-slate-300{% endif %}"></span>
+                    <div class="min-w-0 flex-1">
+                        <div class="truncate text-sm font-bold text-slate-800 dark:text-slate-200">#{{ job.id }} {{ job.job_type }}</div>
+                        <div class="truncate text-xs text-slate-400">{{ job.message or job.current_stage or '等待执行' }}</div>
+                    </div>
+                    <div class="text-right text-xs text-slate-400">
+                        <div class="font-bold uppercase">{{ job.status }}</div>
+                        <div>{{ '%.2fs'|format(job.duration_seconds) if job.duration_seconds is not none else job.progress|string + '%' }}</div>
+                    </div>
+                </a>
+                {% else %}
+                <div class="px-5 py-10 text-center text-sm text-slate-400">暂无流水线作业</div>
+                {% endfor %}
+            </div>
+        </section>
+
+        <section class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="text-xs font-black uppercase tracking-widest text-slate-400">Latest Match</div>
+            {% if latest_match %}
+            <div class="mt-4 flex items-center justify-between">
+                <span class="rounded-lg px-2.5 py-1 text-xs font-black {% if latest_match.is_win %}bg-emerald-100 text-emerald-700{% else %}bg-red-100 text-red-600{% endif %}">{{ 'WIN' if latest_match.is_win else 'LOSS' }}</span>
+                <span class="text-xs text-slate-400">{{ latest_match.date_text }}</span>
+            </div>
+            <div class="mt-4 text-2xl font-black text-slate-900 dark:text-white">{{ latest_match.map_name }}</div>
+            <div class="mt-1 text-sm text-slate-500">Team Rating {{ '%.2f'|format(latest_match.team_avg_rating) }}</div>
+            <p class="mt-4 line-clamp-3 text-xs leading-5 text-slate-500">{{ latest_match.summary_text }}</p>
+            <a href="{{ url_for('matches.detail', match_id=latest_match.match_id) }}" class="mt-4 block text-xs font-black text-yrtv-600 hover:underline">打开赛后报告 →</a>
+            {% else %}
+            <div class="mt-8 text-sm text-slate-400">暂无比赛数据</div>
+            {% endif %}
+        </section>
+    </div>
+
+    <section class="grid grid-cols-2 gap-3 sm:grid-cols-4">
+        {% for endpoint, title, note in [
+            ('admin.sql_runner', '查询数据', '只读 SQL Console'),
+            ('admin.system', '系统信息', '数据库与备份'),
+            ('teams.performance', '战队履历', 'Roster & Lineup'),
+            ('awards.index', '荣誉中心', '周期最佳')
+        ] %}
+        <a href="{{ url_for(endpoint) }}" class="rounded-xl border border-slate-200 bg-white p-4 transition hover:border-yrtv-300 hover:shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="font-black text-slate-900 dark:text-white">{{ title }}</div>
+            <div class="mt-1 text-xs text-slate-400">{{ note }}</div>
+        </a>
+        {% endfor %}
+    </section>
 </div>
+{% endblock %}
 
+{% block scripts %}
+{{ super() }}
 <script>
-function triggerEtl() {
-    const resultDiv = document.getElementById('etlResult');
-    resultDiv.innerText = "正在创建后台流水线...";
-    
-    fetch("{{ url_for('admin.trigger_etl') }}", {
-        method: 'POST',
-        headers: {
-            'Content-Type': 'application/x-www-form-urlencoded',
-        },
-    })
-    .then(response => response.json())
-    .then(data => {
-        if (data.success) {
-            window.location.href = "{{ url_for('admin.import_match') }}?job_id=" + data.job_id;
-        } else {
-            resultDiv.innerText = data.error || "启动失败";
-        }
-    })
-    .catch(err => {
-        resultDiv.innerText = "Error: " + err;
-    });
+async function triggerPipeline() {
+    const button = document.getElementById('pipeline-button');
+    const message = document.getElementById('pipeline-message');
+    button.disabled = true;
+    message.textContent = '正在创建后台流水线...';
+    try {
+        const response = await fetch("{{ url_for('admin.trigger_etl') }}", {
+            method: 'POST',
+            headers: {'X-CSRF-Token': "{{ csrf_token() }}"}
+        });
+        const data = await response.json();
+        if (!response.ok || !data.success) throw new Error(data.error || '启动失败');
+        window.location.href = "{{ url_for('admin.jobs') }}?job_id=" + data.job_id;
+    } catch (error) {
+        message.textContent = error.message;
+        button.disabled = false;
+    }
 }
 </script>
 {% endblock %}

web/templates/admin/data_integrity.html

@@ -1,84 +1,105 @@
-{% extends "base.html" %}
+{% extends "admin/base.html" %}
 
-{% block title %}数据完整性 - YRTV{% endblock %}
+{% block admin_title %}数据质量{% endblock %}
+{% block page_title %}数据质量中心{% endblock %}
+{% block page_subtitle %}数据库健康、引用完整性、Mart 覆盖与运行治理{% endblock %}
 
-{% block content %}
+{% block admin_content %}
 {% set status_styles = {
-    'pass': 'bg-emerald-100 text-emerald-800 dark:bg-emerald-900/40 dark:text-emerald-300',
-    'warn': 'bg-amber-100 text-amber-800 dark:bg-amber-900/40 dark:text-amber-300',
-    'fail': 'bg-red-100 text-red-800 dark:bg-red-900/40 dark:text-red-300'
+    'pass': 'bg-emerald-100 text-emerald-700 border-emerald-200',
+    'warn': 'bg-amber-100 text-amber-700 border-amber-200',
+    'fail': 'bg-red-100 text-red-700 border-red-200'
 } %}
-<div class="space-y-6 px-4 sm:px-0">
-    <div class="flex flex-col gap-4 sm:flex-row sm:items-center sm:justify-between">
-        <div>
-            <div class="flex items-center gap-3">
-                <h1 class="text-2xl font-bold text-slate-900 dark:text-white">数据完整性中心</h1>
-                <span class="rounded-full px-3 py-1 text-xs font-semibold uppercase {{ status_styles[report.overall_status] }}">
-                    {{ report.overall_status }}
-                </span>
+<div class="space-y-6">
+    <section class="overflow-hidden rounded-2xl bg-gradient-to-r {% if report.overall_status == 'pass' %}from-emerald-600 to-teal-700{% elif report.overall_status == 'warn' %}from-amber-500 to-orange-600{% else %}from-red-600 to-rose-700{% endif %} p-6 text-white shadow-xl">
+        <div class="flex flex-col gap-5 sm:flex-row sm:items-center sm:justify-between">
+            <div>
+                <div class="text-xs font-black uppercase tracking-[0.2em] text-white/70">Integrity Report</div>
+                <div class="mt-2 flex items-baseline gap-3">
+                    <div class="text-5xl font-black">{{ report.totals.pass }}</div>
+                    <div class="text-lg font-bold">项检查通过</div>
+                </div>
+                <div class="mt-2 text-sm text-white/70">生成于 {{ report.generated_at }}</div>
+            </div>
+            <div class="flex gap-3">
+                <div class="rounded-xl bg-white/10 px-5 py-3 text-center"><div class="text-2xl font-black">{{ report.totals.warn }}</div><div class="text-[10px] uppercase text-white/70">Warnings</div></div>
+                <div class="rounded-xl bg-white/10 px-5 py-3 text-center"><div class="text-2xl font-black">{{ report.totals.fail }}</div><div class="text-[10px] uppercase text-white/70">Failures</div></div>
             </div>
-            <p class="mt-1 text-sm text-slate-500 dark:text-slate-400">
-                校验时间：{{ report.generated_at }}
-            </p>
         </div>
-        <div class="flex gap-2">
-            <a href="{{ url_for('admin.data_integrity', format='json') }}"
-               class="rounded-lg border border-slate-300 px-4 py-2 text-sm font-medium text-slate-700 hover:bg-slate-50 dark:border-slate-600 dark:text-slate-200 dark:hover:bg-slate-800">
-                JSON
-            </a>
-            <a href="{{ url_for('admin.data_integrity') }}"
-               class="rounded-lg bg-yrtv-600 px-4 py-2 text-sm font-medium text-white hover:bg-yrtv-500">
-                重新校验
-            </a>
+        <div class="mt-6 flex gap-3">
+            <a href="{{ url_for('admin.data_integrity') }}" class="rounded-xl bg-white px-4 py-2 text-sm font-black text-slate-900">重新检查</a>
+            <a href="{{ url_for('admin.data_integrity', format='json') }}" target="_blank" class="rounded-xl border border-white/30 px-4 py-2 text-sm font-bold text-white">JSON 报告</a>
         </div>
-    </div>
+    </section>
 
-    <div class="grid grid-cols-3 gap-3">
-        {% for status, label in [('pass', '通过'), ('warn', '警告'), ('fail', '失败')] %}
-        <div class="rounded-xl bg-white p-4 shadow dark:bg-slate-800">
-            <div class="text-sm text-slate-500 dark:text-slate-400">{{ label }}</div>
-            <div class="mt-1 text-3xl font-bold {% if status == 'pass' %}text-emerald-600{% elif status == 'warn' %}text-amber-600{% else %}text-red-600{% endif %}">
-                {{ report.totals[status] }}
-            </div>
+    <section class="grid grid-cols-2 gap-3 sm:grid-cols-3 xl:grid-cols-6">
+        {% for label, value in [
+            ('Matches', report.counts.matches),
+            ('Players', report.counts.players),
+            ('Rounds', report.counts.rounds),
+            ('Events', report.counts.events),
+            ('Reports', report.counts.l3_match_reports),
+            ('Awards', report.counts.l3_awards)
+        ] %}
+        <div class="rounded-xl border border-slate-200 bg-white p-4 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="text-[10px] font-black uppercase tracking-wider text-slate-400">{{ label }}</div>
+            <div class="mt-1 text-2xl font-black text-slate-900 dark:text-white">{{ '{:,}'.format(value or 0) }}</div>
         </div>
         {% endfor %}
-    </div>
+    </section>
 
-    <div class="rounded-xl bg-white p-5 shadow dark:bg-slate-800">
-        <h2 class="mb-4 text-lg font-semibold text-slate-900 dark:text-white">数据规模</h2>
-        <div class="grid grid-cols-2 gap-3 sm:grid-cols-3 lg:grid-cols-5">
-            {% for key, value in report.counts.items() %}
-            <div class="rounded-lg bg-slate-50 p-3 dark:bg-slate-900/60">
-                <div class="truncate text-xs uppercase tracking-wide text-slate-500">{{ key|replace('_', ' ') }}</div>
-                <div class="mt-1 text-xl font-semibold text-slate-900 dark:text-white">{{ "{:,}".format(value) }}</div>
+    <div class="grid grid-cols-1 gap-6 xl:grid-cols-[minmax(0,1fr)_300px]">
+        <section class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="border-b border-slate-100 px-5 py-4 dark:border-slate-800">
+                <h2 class="font-black text-slate-900 dark:text-white">检查明细</h2>
+                <p class="text-xs text-slate-400">失败优先，其次警告，最后通过项</p>
             </div>
-            {% endfor %}
-        </div>
-    </div>
-
-    <div class="overflow-hidden rounded-xl bg-white shadow dark:bg-slate-800">
-        <div class="border-b border-slate-200 px-5 py-4 dark:border-slate-700">
-            <h2 class="text-lg font-semibold text-slate-900 dark:text-white">校验项目</h2>
-        </div>
-        <div class="divide-y divide-slate-100 dark:divide-slate-700">
-            {% for check in report.checks %}
-            <div class="flex flex-col gap-2 px-5 py-4 sm:flex-row sm:items-center sm:justify-between">
-                <div>
-                    <div class="font-medium text-slate-900 dark:text-white">{{ check.name }}</div>
-                    <div class="mt-1 text-sm text-slate-500 dark:text-slate-400">{{ check.detail }}</div>
-                </div>
-                <span class="self-start rounded-full px-3 py-1 text-xs font-semibold uppercase sm:self-center {{ status_styles[check.status] }}">
-                    {{ check.status }}
-                </span>
+            <div class="divide-y divide-slate-100 dark:divide-slate-800">
+                {% for target_status in ['fail', 'warn', 'pass'] %}
+                    {% for check in report.checks if check.status == target_status %}
+                    <div class="flex flex-col gap-3 px-5 py-4 sm:flex-row sm:items-center sm:justify-between">
+                        <div class="min-w-0">
+                            <div class="font-bold text-slate-800 dark:text-slate-200">{{ check.name }}</div>
+                            <div class="mt-1 text-xs leading-5 text-slate-400">{{ check.detail }}</div>
+                        </div>
+                        <span class="self-start rounded-full border px-2.5 py-1 text-[10px] font-black uppercase sm:self-center {{ status_styles[check.status] }}">{{ check.status }}</span>
+                    </div>
+                    {% endfor %}
+                {% endfor %}
             </div>
-            {% endfor %}
-        </div>
-    </div>
+        </section>
 
-    <div>
-        <a href="{{ url_for('admin.dashboard') }}" class="text-sm font-medium text-yrtv-600 hover:text-yrtv-500">
-            返回管理后台
-        </a>
+        <aside class="space-y-4">
+            {% for title, entries in [
+                ('Roster & Team', [
+                    ('Active roster', report.counts.active_roster),
+                    ('Roster versions', report.counts.roster_versions),
+                    ('Duo marts', report.counts.l3_duos),
+                    ('Lineup marts', report.counts.l3_lineups)
+                ]),
+                ('Profile Marts', [
+                    ('History', report.counts.l3_history),
+                    ('Periods', report.counts.l3_periods),
+                    ('Records', report.counts.l3_records),
+                    ('Record events', report.counts.l3_record_events)
+                ]),
+                ('Operations', [
+                    ('ETL jobs', report.counts.etl_jobs),
+                    ('Imports', report.counts.match_imports),
+                    ('Backups', report.counts.backup_sets),
+                    ('Web schema', report.counts.web_schema_version)
+                ])
+            ] %}
+            <section class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+                <h3 class="text-xs font-black uppercase tracking-wider text-slate-400">{{ title }}</h3>
+                <dl class="mt-3 space-y-2">
+                    {% for label, value in entries %}
+                    <div class="flex items-center justify-between"><dt class="text-sm text-slate-500">{{ label }}</dt><dd class="font-mono text-sm font-black text-slate-800 dark:text-slate-200">{{ '{:,}'.format(value or 0) }}</dd></div>
+                    {% endfor %}
+                </dl>
+            </section>
+            {% endfor %}
+        </aside>
     </div>
 </div>
 {% endblock %}

web/templates/admin/import_match.html

@@ -1,153 +1,96 @@
-{% extends "base.html" %}
+{% extends "admin/base.html" %}
 
-{% block title %}比赛导入 - YRTV{% endblock %}
+{% block admin_title %}比赛导入{% endblock %}
+{% block page_title %}比赛导入{% endblock %}
+{% block page_subtitle %}校验网络抓包并启动可回滚的 L1 → L2 → L3 流水线{% endblock %}
 
-{% block content %}
-<div class="space-y-6 px-4 sm:px-0">
-    {% with messages = get_flashed_messages(with_categories=true) %}
-    {% if messages %}
-    <div class="space-y-2">
-        {% for category, message in messages %}
-        <div class="rounded-lg px-4 py-3 text-sm {% if category == 'success' %}bg-emerald-100 text-emerald-800{% elif category == 'warning' %}bg-amber-100 text-amber-800{% else %}bg-red-100 text-red-800{% endif %}">
-            {{ message }}
+{% block admin_content %}
+<div class="grid grid-cols-1 gap-6 xl:grid-cols-[minmax(0,1fr)_360px]">
+    <section class="rounded-2xl border border-slate-200 bg-white p-6 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+        <div class="flex items-start justify-between gap-4">
+            <div>
+                <h2 class="text-xl font-black text-slate-900 dark:text-white">上传 iframe_network.json</h2>
+                <p class="mt-1 text-sm text-slate-500">系统自动提取比赛 ID、计算 SHA256、检查必要接口并拒绝重复数据。</p>
+            </div>
+            <span class="rounded-full bg-yrtv-50 px-3 py-1 text-xs font-black text-yrtv-700">Max {{ '%.0f MB'|format(config.MAX_CONTENT_LENGTH / 1024 / 1024) }}</span>
         </div>
-        {% endfor %}
-    </div>
-    {% endif %}
-    {% endwith %}
 
-    <div class="flex items-center justify-between">
-        <div>
-            <h1 class="text-2xl font-bold text-slate-900 dark:text-white">比赛数据导入</h1>
-            <p class="mt-1 text-sm text-slate-500 dark:text-slate-400">
-                上传完整的 iframe_network.json，系统会自动识别比赛 ID，并执行 L1 → L2 → L3。
-            </p>
-        </div>
-        <a href="{{ url_for('admin.dashboard') }}" class="text-sm font-medium text-yrtv-600 hover:text-yrtv-500">
-            返回管理后台
-        </a>
-    </div>
+        <form method="POST" enctype="multipart/form-data" class="mt-6 space-y-5">
+            <input type="hidden" name="_csrf_token" value="{{ csrf_token() }}">
+            <label id="drop-zone" class="group flex min-h-[260px] cursor-pointer flex-col items-center justify-center rounded-2xl border-2 border-dashed border-slate-300 bg-slate-50 px-6 text-center transition hover:border-yrtv-400 hover:bg-yrtv-50/40 dark:border-slate-700 dark:bg-slate-950/40">
+                <input id="capture-input" type="file" name="capture" accept=".json,application/json" required class="sr-only">
+                <div class="flex h-16 w-16 items-center justify-center rounded-2xl bg-white text-3xl shadow-sm transition group-hover:scale-105 dark:bg-slate-800">⇧</div>
+                <div id="file-name" class="mt-4 font-black text-slate-800 dark:text-white">点击选择 JSON 文件</div>
+                <div class="mt-2 text-sm text-slate-400">或将 iframe_network.json 拖到这里</div>
+                <div class="mt-4 rounded-full bg-white px-3 py-1 text-[10px] font-bold uppercase tracking-wider text-slate-400 shadow-sm dark:bg-slate-800">UTF-8 · One Match · Network Capture</div>
+            </label>
 
-    <div class="grid grid-cols-1 gap-6 lg:grid-cols-3">
-        <div class="rounded-xl bg-white p-6 shadow dark:bg-slate-800">
-            <h2 class="text-lg font-semibold text-slate-900 dark:text-white">上传抓包</h2>
-            <form method="POST" enctype="multipart/form-data" class="mt-5 space-y-4">
-                <div>
-                    <label class="block text-sm font-medium text-slate-700 dark:text-slate-300">
-                        iframe_network.json
-                    </label>
-                    <input type="file" name="capture" accept=".json,application/json" required
-                           class="mt-2 block w-full text-sm text-slate-600 file:mr-4 file:rounded-lg file:border-0 file:bg-yrtv-50 file:px-4 file:py-2 file:font-medium file:text-yrtv-700 hover:file:bg-yrtv-100 dark:text-slate-300">
-                </div>
-                <label class="flex items-start gap-2 text-sm text-slate-600 dark:text-slate-300">
-                    <input type="checkbox" name="replace" value="1" class="mt-1 rounded border-slate-300 text-yrtv-600">
-                    <span>允许替换已存在但内容不同的比赛。流水线失败时会自动恢复数据库。</span>
+            <div class="rounded-xl border border-amber-200 bg-amber-50 p-4 dark:border-amber-900/50 dark:bg-amber-950/20">
+                <label class="flex items-start gap-3">
+                    <input type="checkbox" name="replace" value="1" class="mt-0.5 rounded border-amber-300 text-amber-600">
+                    <span>
+                        <span class="block text-sm font-black text-amber-800 dark:text-amber-300">允许替换内容不同的已有比赛</span>
+                        <span class="mt-1 block text-xs leading-5 text-amber-700/80 dark:text-amber-400">仅在确认原始抓包需要修复时使用。相同内容永远拒绝重复导入。</span>
+                    </span>
                 </label>
-                <button type="submit"
-                        class="w-full rounded-lg bg-yrtv-600 px-4 py-2.5 font-medium text-white hover:bg-yrtv-500">
-                    校验并开始导入
-                </button>
-            </form>
-            <div class="mt-5 rounded-lg bg-amber-50 p-3 text-xs text-amber-800 dark:bg-amber-900/30 dark:text-amber-200">
-                直接重复上传会被拒绝。每次流水线运行前都会备份 L1、L2、L3，并执行后置完整性检查。
-            </div>
-        </div>
-
-        <div class="rounded-xl bg-white p-6 shadow dark:bg-slate-800 lg:col-span-2">
-            <div class="flex items-center justify-between">
-                <h2 class="text-lg font-semibold text-slate-900 dark:text-white">作业状态</h2>
-                {% if selected_job %}
-                <span id="job-status" class="rounded-full bg-slate-100 px-3 py-1 text-xs font-semibold uppercase text-slate-700 dark:bg-slate-700 dark:text-slate-200">
-                    {{ selected_job.status }}
-                </span>
-                {% endif %}
             </div>
 
-            {% if selected_job %}
-            <div class="mt-5">
-                <div class="flex justify-between text-sm text-slate-600 dark:text-slate-300">
-                    <span id="job-stage">{{ selected_job.current_stage or 'queued' }}</span>
-                    <span id="job-progress-label">{{ selected_job.progress }}%</span>
-                </div>
-                <div class="mt-2 h-2 overflow-hidden rounded-full bg-slate-200 dark:bg-slate-700">
-                    <div id="job-progress" class="h-full bg-yrtv-500 transition-all" style="width: {{ selected_job.progress }}%"></div>
-                </div>
-                <p id="job-message" class="mt-3 text-sm text-slate-600 dark:text-slate-300">
-                    {{ selected_job.message or '等待执行' }}
-                </p>
-                <pre id="job-log" class="mt-4 max-h-96 overflow-auto whitespace-pre-wrap rounded-lg bg-slate-950 p-4 text-xs text-slate-200">{{ selected_job.log_text }}</pre>
+            <div class="flex flex-col gap-3 sm:flex-row">
+                <button type="submit" class="flex-1 rounded-xl bg-yrtv-600 px-5 py-3 text-sm font-black text-white shadow-lg shadow-yrtv-200 hover:bg-yrtv-500">校验并开始导入</button>
+                <a href="{{ url_for('admin.jobs') }}" class="rounded-xl border border-slate-200 px-5 py-3 text-center text-sm font-bold text-slate-600 hover:bg-slate-50 dark:border-slate-700 dark:text-slate-300">查看作业中心</a>
             </div>
-            {% else %}
-            <div class="mt-8 rounded-lg border border-dashed border-slate-300 p-8 text-center text-sm text-slate-500 dark:border-slate-600">
-                上传比赛或从下方选择历史作业。
-            </div>
-            {% endif %}
-        </div>
-    </div>
+        </form>
+    </section>
 
-    <div class="overflow-hidden rounded-xl bg-white shadow dark:bg-slate-800">
-        <div class="border-b border-slate-200 px-5 py-4 dark:border-slate-700">
-            <h2 class="font-semibold text-slate-900 dark:text-white">最近作业</h2>
-        </div>
-        <div class="overflow-x-auto">
-            <table class="min-w-full divide-y divide-slate-200 dark:divide-slate-700">
-                <thead class="bg-slate-50 dark:bg-slate-900/50">
-                    <tr>
-                        <th class="px-5 py-3 text-left text-xs font-semibold uppercase text-slate-500">ID</th>
-                        <th class="px-5 py-3 text-left text-xs font-semibold uppercase text-slate-500">类型</th>
-                        <th class="px-5 py-3 text-left text-xs font-semibold uppercase text-slate-500">比赛</th>
-                        <th class="px-5 py-3 text-left text-xs font-semibold uppercase text-slate-500">状态</th>
-                        <th class="px-5 py-3 text-left text-xs font-semibold uppercase text-slate-500">阶段</th>
-                        <th class="px-5 py-3 text-left text-xs font-semibold uppercase text-slate-500">耗时</th>
-                    </tr>
-                </thead>
-                <tbody class="divide-y divide-slate-100 dark:divide-slate-700">
-                    {% for job in jobs %}
-                    <tr class="hover:bg-slate-50 dark:hover:bg-slate-700/40">
-                        <td class="px-5 py-3 text-sm">
-                            <a href="{{ url_for('admin.import_match', job_id=job.id) }}" class="font-medium text-yrtv-600">#{{ job.id }}</a>
-                        </td>
-                        <td class="px-5 py-3 text-sm text-slate-600 dark:text-slate-300">{{ job.job_type }}</td>
-                        <td class="px-5 py-3 text-sm font-mono text-slate-600 dark:text-slate-300">{{ job.match_id or '-' }}</td>
-                        <td class="px-5 py-3 text-sm text-slate-600 dark:text-slate-300">{{ job.status }}</td>
-                        <td class="px-5 py-3 text-sm text-slate-600 dark:text-slate-300">{{ job.current_stage or '-' }}</td>
-                        <td class="px-5 py-3 text-sm text-slate-600 dark:text-slate-300">{{ '%.2fs'|format(job.duration_seconds) if job.duration_seconds is not none else '-' }}</td>
-                    </tr>
-                    {% else %}
-                    <tr><td colspan="6" class="px-5 py-8 text-center text-sm text-slate-500">暂无作业</td></tr>
-                    {% endfor %}
-                </tbody>
-            </table>
-        </div>
-    </div>
+    <aside class="space-y-6">
+        <section class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <h2 class="font-black text-slate-900 dark:text-white">导入流程</h2>
+            <ol class="mt-4 space-y-3">
+                {% for title, detail in [
+                    ('结构校验', 'JSON、比赛 ID、match/round 接口'),
+                    ('内容去重', 'SHA256 与 L1、待处理文件比对'),
+                    ('安全备份', '保存 L1/L2/L3 回滚快照'),
+                    ('分层构建', '串行执行 L1 → L2 → L3'),
+                    ('质量验收', '玩家数、回合与自动完整性规则')
+                ] %}
+                <li class="flex gap-3">
+                    <span class="flex h-6 w-6 flex-none items-center justify-center rounded-full bg-yrtv-100 text-xs font-black text-yrtv-700">{{ loop.index }}</span>
+                    <span><b class="block text-sm text-slate-700 dark:text-slate-200">{{ title }}</b><span class="text-xs text-slate-400">{{ detail }}</span></span>
+                </li>
+                {% endfor %}
+            </ol>
+        </section>
+
+        <section class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="flex items-center justify-between border-b border-slate-100 px-5 py-4 dark:border-slate-800">
+                <h2 class="font-black text-slate-900 dark:text-white">最近导入作业</h2>
+                <a href="{{ url_for('admin.jobs') }}" class="text-xs font-bold text-yrtv-600">全部</a>
+            </div>
+            <div class="divide-y divide-slate-100 dark:divide-slate-800">
+                {% for job in jobs %}
+                <a href="{{ url_for('admin.jobs', job_id=job.id) }}" class="flex items-center justify-between px-5 py-3 hover:bg-slate-50 dark:hover:bg-slate-800">
+                    <div class="min-w-0">
+                        <div class="truncate text-sm font-bold text-slate-700 dark:text-slate-200">#{{ job.id }} {{ job.match_id or job.job_type }}</div>
+                        <div class="text-xs text-slate-400">{{ job.current_stage or job.status }}</div>
+                    </div>
+                    <span class="ml-3 rounded-full px-2 py-1 text-[10px] font-black uppercase {% if job.status == 'succeeded' %}bg-emerald-100 text-emerald-700{% elif job.status == 'failed' %}bg-red-100 text-red-700{% else %}bg-amber-100 text-amber-700{% endif %}">{{ job.status }}</span>
+                </a>
+                {% else %}
+                <div class="px-5 py-8 text-center text-sm text-slate-400">暂无作业</div>
+                {% endfor %}
+            </div>
+        </section>
+    </aside>
 </div>
 {% endblock %}
 
 {% block scripts %}
-{% if selected_job %}
+{{ super() }}
 <script>
-const jobId = {{ selected_job.id }};
-let pollTimer = null;
-
-async function refreshJob() {
-    const response = await fetch(`/admin/api/jobs/${jobId}`);
-    if (!response.ok) return;
-    const job = await response.json();
-    document.getElementById('job-status').textContent = job.status;
-    document.getElementById('job-stage').textContent = job.current_stage || job.status;
-    document.getElementById('job-progress-label').textContent = `${job.progress}%`;
-    document.getElementById('job-progress').style.width = `${job.progress}%`;
-    document.getElementById('job-message').textContent = job.message || '';
-    const log = document.getElementById('job-log');
-    log.textContent = job.log_text || '';
-    log.scrollTop = log.scrollHeight;
-    if (job.status === 'succeeded' || job.status === 'failed') {
-        clearInterval(pollTimer);
-    }
-}
-
-pollTimer = setInterval(refreshJob, 1500);
-refreshJob();
+const input = document.getElementById('capture-input');
+const fileName = document.getElementById('file-name');
+input.addEventListener('change', () => {
+    fileName.textContent = input.files.length ? input.files[0].name : '点击选择 JSON 文件';
+});
 </script>
-{% endif %}
 {% endblock %}

web/templates/admin/jobs.html

@@ -0,0 +1,123 @@
+{% extends "admin/base.html" %}
+
+{% block admin_title %}作业中心{% endblock %}
+{% block page_title %}作业中心{% endblock %}
+{% block page_subtitle %}跟踪导入、全量构建、失败日志与执行耗时{% endblock %}
+
+{% block admin_content %}
+<div class="space-y-6">
+    <section class="grid grid-cols-2 gap-3 sm:grid-cols-5">
+        {% for key, label in [('total','全部'),('running','运行中'),('queued','排队'),('succeeded','成功'),('failed','失败')] %}
+        <a href="{{ url_for('admin.jobs', status=key if key != 'total' else None) }}"
+           class="rounded-xl border bg-white p-4 shadow-sm transition hover:border-yrtv-300 dark:bg-slate-900
+                  {% if status == key or (key == 'total' and not status) %}border-yrtv-400 ring-2 ring-yrtv-100{% else %}border-slate-200 dark:border-slate-800{% endif %}">
+            <div class="text-xs font-bold uppercase text-slate-400">{{ label }}</div>
+            <div class="mt-1 text-2xl font-black text-slate-900 dark:text-white">{{ summary[key] }}</div>
+        </a>
+        {% endfor %}
+    </section>
+
+    <div class="grid grid-cols-1 gap-6 xl:grid-cols-[minmax(0,1fr)_420px]">
+        <section class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="flex flex-col gap-3 border-b border-slate-100 px-5 py-4 sm:flex-row sm:items-center sm:justify-between dark:border-slate-800">
+                <div>
+                    <h2 class="font-black text-slate-900 dark:text-white">执行记录</h2>
+                    <p class="text-xs text-slate-400">最多显示最近 50 条</p>
+                </div>
+                <div class="flex gap-2">
+                    <a href="{{ url_for('admin.import_match') }}" class="rounded-lg bg-yrtv-600 px-3 py-2 text-xs font-bold text-white">新建导入</a>
+                    <a href="{{ url_for('admin.jobs') }}" class="rounded-lg border border-slate-200 px-3 py-2 text-xs font-bold text-slate-600 dark:border-slate-700 dark:text-slate-300">清除筛选</a>
+                </div>
+            </div>
+            <div class="overflow-x-auto">
+                <table class="min-w-full">
+                    <thead class="bg-slate-50 text-left text-[10px] font-black uppercase tracking-wider text-slate-400 dark:bg-slate-950/50">
+                        <tr><th class="px-5 py-3">Job</th><th class="px-4 py-3">Match</th><th class="px-4 py-3">Stage</th><th class="px-4 py-3">Status</th><th class="px-4 py-3 text-right">Duration</th></tr>
+                    </thead>
+                    <tbody class="divide-y divide-slate-100 dark:divide-slate-800">
+                        {% for job in jobs %}
+                        <tr class="{% if selected_job and selected_job.id == job.id %}bg-yrtv-50 dark:bg-yrtv-950/20{% endif %} hover:bg-slate-50 dark:hover:bg-slate-800/50">
+                            <td class="px-5 py-3">
+                                <a href="{{ url_for('admin.jobs', job_id=job.id, status=status, type=job_type) }}" class="font-black text-yrtv-600">#{{ job.id }}</a>
+                                <div class="text-xs text-slate-400">{{ job.job_type }}</div>
+                            </td>
+                            <td class="max-w-[180px] truncate px-4 py-3 font-mono text-xs text-slate-500">{{ job.match_id or '-' }}</td>
+                            <td class="px-4 py-3 text-xs text-slate-500">{{ job.current_stage or '-' }} · {{ job.progress }}%</td>
+                            <td class="px-4 py-3">
+                                <span class="rounded-full px-2 py-1 text-[10px] font-black uppercase
+                                    {% if job.status == 'succeeded' %}bg-emerald-100 text-emerald-700
+                                    {% elif job.status == 'failed' %}bg-red-100 text-red-700
+                                    {% elif job.status == 'running' %}bg-amber-100 text-amber-700
+                                    {% else %}bg-slate-100 text-slate-600{% endif %}">{{ job.status }}</span>
+                            </td>
+                            <td class="px-4 py-3 text-right font-mono text-xs text-slate-500">{{ '%.2fs'|format(job.duration_seconds) if job.duration_seconds is not none else '-' }}</td>
+                        </tr>
+                        {% else %}
+                        <tr><td colspan="5" class="px-5 py-12 text-center text-sm text-slate-400">当前筛选没有作业</td></tr>
+                        {% endfor %}
+                    </tbody>
+                </table>
+            </div>
+        </section>
+
+        <aside class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            {% if selected_job %}
+            <div class="flex items-start justify-between">
+                <div>
+                    <div class="text-xs font-black uppercase tracking-wider text-slate-400">Job Detail</div>
+                    <h2 class="mt-1 text-xl font-black text-slate-900 dark:text-white">#{{ selected_job.id }} {{ selected_job.job_type }}</h2>
+                </div>
+                <span id="job-status" class="rounded-full bg-slate-100 px-3 py-1 text-xs font-black uppercase text-slate-600">{{ selected_job.status }}</span>
+            </div>
+            <div class="mt-5">
+                <div class="flex justify-between text-xs text-slate-500"><span id="job-stage">{{ selected_job.current_stage or selected_job.status }}</span><span id="job-progress-label">{{ selected_job.progress }}%</span></div>
+                <div class="mt-2 h-2 overflow-hidden rounded-full bg-slate-100 dark:bg-slate-800"><div id="job-progress" class="h-full rounded-full bg-yrtv-500 transition-all" style="width:{{ selected_job.progress }}%"></div></div>
+                <p id="job-message" class="mt-3 text-sm text-slate-600 dark:text-slate-300">{{ selected_job.message }}</p>
+            </div>
+            <dl class="mt-5 grid grid-cols-2 gap-3 text-xs">
+                <div class="rounded-lg bg-slate-50 p-3 dark:bg-slate-800"><dt class="text-slate-400">Created</dt><dd class="mt-1 font-mono text-slate-700 dark:text-slate-200">{{ selected_job.created_at }}</dd></div>
+                <div class="rounded-lg bg-slate-50 p-3 dark:bg-slate-800"><dt class="text-slate-400">Duration</dt><dd class="mt-1 font-mono text-slate-700 dark:text-slate-200">{{ '%.3fs'|format(selected_job.duration_seconds) if selected_job.duration_seconds is not none else '-' }}</dd></div>
+            </dl>
+            <div class="mt-5 flex items-center justify-between">
+                <h3 class="text-xs font-black uppercase tracking-wider text-slate-400">Execution Log</h3>
+                <button onclick="copyJobLog()" class="text-xs font-bold text-yrtv-600">复制日志</button>
+            </div>
+            <pre id="job-log" class="mt-2 max-h-[420px] overflow-auto whitespace-pre-wrap rounded-xl bg-slate-950 p-4 text-[11px] leading-5 text-slate-300">{{ selected_job.log_text }}</pre>
+            {% else %}
+            <div class="flex min-h-[420px] flex-col items-center justify-center text-center">
+                <div class="flex h-14 w-14 items-center justify-center rounded-2xl bg-slate-100 text-2xl dark:bg-slate-800">⌘</div>
+                <h2 class="mt-4 font-black text-slate-800 dark:text-white">选择一个作业</h2>
+                <p class="mt-2 max-w-xs text-sm text-slate-400">查看阶段进度、执行信息和完整构建日志。</p>
+            </div>
+            {% endif %}
+        </aside>
+    </div>
+</div>
+{% endblock %}
+
+{% block scripts %}
+{{ super() }}
+{% if selected_job %}
+<script>
+const jobId = {{ selected_job.id }};
+let jobPoll = null;
+async function refreshJob() {
+    const response = await fetch(`/admin/api/jobs/${jobId}`);
+    if (!response.ok) return;
+    const job = await response.json();
+    document.getElementById('job-status').textContent = job.status;
+    document.getElementById('job-stage').textContent = job.current_stage || job.status;
+    document.getElementById('job-progress-label').textContent = `${job.progress}%`;
+    document.getElementById('job-progress').style.width = `${job.progress}%`;
+    document.getElementById('job-message').textContent = job.message || '';
+    document.getElementById('job-log').textContent = job.log_text || '';
+    if (['succeeded', 'failed'].includes(job.status) && jobPoll) clearInterval(jobPoll);
+}
+function copyJobLog() {
+    navigator.clipboard.writeText(document.getElementById('job-log').textContent);
+}
+jobPoll = setInterval(refreshJob, 1500);
+refreshJob();
+</script>
+{% endif %}
+{% endblock %}

web/templates/admin/login.html

@@ -1,38 +1,50 @@
 {% extends "base.html" %}
 
-{% block content %}
-<div class="min-h-full flex items-center justify-center py-12 px-4 sm:px-6 lg:px-8">
-    <div class="max-w-md w-full space-y-8">
-        <div>
-            <h2 class="mt-6 text-center text-3xl font-extrabold text-gray-900 dark:text-white">
-                Admin Login
-            </h2>
-        </div>
-        
-        {% with messages = get_flashed_messages(with_categories=true) %}
-            {% if messages %}
-                {% for category, message in messages %}
-                <div class="bg-red-100 border border-red-400 text-red-700 px-4 py-3 rounded relative" role="alert">
-                    <span class="block sm:inline">{{ message }}</span>
-                </div>
-                {% endfor %}
-            {% endif %}
-        {% endwith %}
-        
-        <form class="mt-8 space-y-6" action="{{ url_for('admin.login') }}" method="POST">
-            <div class="rounded-md shadow-sm -space-y-px">
-                <div>
-                    <label for="token" class="sr-only">Admin Token</label>
-                    <input id="token" name="token" type="password" required class="appearance-none rounded-none relative block w-full px-3 py-2 border border-gray-300 placeholder-gray-500 text-gray-900 rounded-t-md rounded-b-md focus:outline-none focus:ring-yrtv-500 focus:border-yrtv-500 focus:z-10 sm:text-sm" placeholder="Enter Admin Token">
-                </div>
-            </div>
+{% block title %}Admin Login - YRTV{% endblock %}
 
-            <div>
-                <button type="submit" class="group relative w-full flex justify-center py-2 px-4 border border-transparent text-sm font-medium rounded-md text-white bg-yrtv-600 hover:bg-yrtv-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-yrtv-500">
-                    Sign in
-                </button>
+{% block content %}
+<div class="mx-auto grid min-h-[640px] max-w-5xl overflow-hidden rounded-3xl border border-slate-200 bg-white shadow-2xl dark:border-slate-700 dark:bg-slate-900 lg:grid-cols-2">
+    <section class="hidden bg-gradient-to-br from-slate-950 via-slate-900 to-yrtv-950 p-10 text-white lg:flex lg:flex-col lg:justify-between">
+        <div>
+            <div class="text-xs font-black uppercase tracking-[0.3em] text-yrtv-300">YRTV Operations</div>
+            <h1 class="mt-5 text-4xl font-black leading-tight">私人战队数据<br>运营控制台</h1>
+            <p class="mt-5 max-w-sm text-sm leading-7 text-slate-300">管理比赛导入、流水线、数据质量、数据库查询、备份和系统状态。</p>
+        </div>
+        <div class="grid grid-cols-2 gap-3">
+            {% for label in ['Atomic Pipeline', 'Automated Integrity', 'Read-only SQL', 'Rollback Snapshots'] %}
+            <div class="rounded-xl border border-white/10 bg-white/5 p-3 text-xs font-bold text-slate-300">{{ label }}</div>
+            {% endfor %}
+        </div>
+    </section>
+
+    <section class="flex items-center px-6 py-12 sm:px-12">
+        <div class="w-full">
+            <div class="flex h-14 w-14 items-center justify-center rounded-2xl bg-yrtv-100 text-2xl font-black text-yrtv-700">Y</div>
+            <h2 class="mt-6 text-3xl font-black text-slate-900 dark:text-white">管理员登录</h2>
+            <p class="mt-2 text-sm text-slate-500">请输入部署环境配置的 Admin Token。</p>
+
+            {% with messages = get_flashed_messages(with_categories=true) %}
+            {% if messages %}
+            <div class="mt-5 space-y-2">
+                {% for category, message in messages %}
+                <div class="rounded-xl border border-red-200 bg-red-50 px-4 py-3 text-sm font-medium text-red-700">{{ message }}</div>
+                {% endfor %}
             </div>
-        </form>
-    </div>
+            {% endif %}
+            {% endwith %}
+
+            <form class="mt-8 space-y-5" action="{{ url_for('admin.login') }}" method="POST">
+                <input type="hidden" name="_csrf_token" value="{{ csrf_token() }}">
+                <div>
+                    <label for="token" class="text-xs font-black uppercase tracking-wider text-slate-500">Admin Token</label>
+                    <input id="token" name="token" type="password" required autocomplete="current-password"
+                           class="mt-2 block w-full rounded-xl border-slate-200 bg-slate-50 px-4 py-3 text-slate-900 focus:border-yrtv-500 focus:ring-yrtv-500 dark:border-slate-700 dark:bg-slate-800 dark:text-white"
+                           placeholder="Enter your admin token">
+                </div>
+                <button type="submit" class="w-full rounded-xl bg-yrtv-600 px-5 py-3 font-black text-white shadow-lg shadow-yrtv-200 hover:bg-yrtv-500">进入控制台</button>
+            </form>
+            <a href="{{ url_for('main.index') }}" class="mt-5 block text-center text-sm font-bold text-slate-400 hover:text-yrtv-600">返回 YRTV 前台</a>
+        </div>
+    </section>
 </div>
 {% endblock %}

web/templates/admin/sql.html

@@ -1,52 +1,120 @@
-{% extends "base.html" %}
+{% extends "admin/base.html" %}
 
-{% block content %}
-<div class="bg-white dark:bg-slate-800 shadow rounded-lg p-6">
-    <h2 class="text-2xl font-bold text-gray-900 dark:text-white mb-6">SQL Runner</h2>
-    
-    <form action="{{ url_for('admin.sql_runner') }}" method="POST" class="mb-6">
-        <div class="mb-4">
-            <label class="block text-sm font-medium text-gray-700 dark:text-gray-300">Database</label>
-            <select name="db_name" class="mt-1 block w-full border border-gray-300 rounded-md shadow-sm py-2 px-3 dark:bg-slate-700 dark:text-white">
-                <option value="l2" {% if db_name == 'l2' %}selected{% endif %}>L2 (Facts)</option>
-                <option value="l3" {% if db_name == 'l3' %}selected{% endif %}>L3 (Features)</option>
-                <option value="web" {% if db_name == 'web' %}selected{% endif %}>Web (App Data)</option>
-            </select>
+{% block admin_title %}查询控制台{% endblock %}
+{% block page_title %}只读查询控制台{% endblock %}
+{% block page_subtitle %}探索 L2 事实、L3 集市和 Web 状态，不允许任何写操作{% endblock %}
+
+{% block admin_content %}
+<div class="grid grid-cols-1 gap-6 xl:grid-cols-[260px_minmax(0,1fr)]">
+    <aside class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900">
+        <div class="border-b border-slate-100 px-4 py-4 dark:border-slate-800">
+            <div class="text-xs font-black uppercase tracking-wider text-slate-400">Database Objects</div>
+            <div class="mt-1 font-black text-slate-800 dark:text-white">{{ db_name|upper }}</div>
         </div>
-        <div class="mb-4">
-            <label class="block text-sm font-medium text-gray-700 dark:text-gray-300">Query</label>
-            <textarea name="query" rows="5" class="mt-1 block w-full border border-gray-300 rounded-md shadow-sm py-2 px-3 font-mono text-sm dark:bg-slate-700 dark:text-white" placeholder="SELECT * FROM table LIMIT 10">{{ query }}</textarea>
+        <div class="max-h-[680px] overflow-auto p-2">
+            {% for item in catalog %}
+            <button type="button" onclick="selectTable('{{ item.name }}')" class="flex w-full items-center justify-between rounded-lg px-3 py-2 text-left hover:bg-slate-50 dark:hover:bg-slate-800">
+                <span class="truncate font-mono text-xs text-slate-600 dark:text-slate-300">{{ item.name }}</span>
+                <span class="ml-2 text-[9px] font-black uppercase text-slate-300">{{ item.type }}</span>
+            </button>
+            {% else %}
+            <div class="px-3 py-8 text-center text-xs text-slate-400">没有可用对象</div>
+            {% endfor %}
         </div>
-        <button type="submit" class="bg-yrtv-600 text-white py-2 px-4 rounded hover:bg-yrtv-700">Run Query</button>
-    </form>
-    
-    {% if error %}
-    <div class="bg-red-100 border border-red-400 text-red-700 px-4 py-3 rounded mb-6">
-        {{ error }}
-    </div>
-    {% endif %}
-    
-    {% if result %}
-    <div class="overflow-x-auto">
-        <table class="min-w-full divide-y divide-gray-200 dark:divide-gray-700 border">
-            <thead class="bg-gray-50 dark:bg-slate-700">
-                <tr>
-                    {% for col in result.columns %}
-                    <th class="px-6 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-300 uppercase tracking-wider border-b">{{ col }}</th>
-                    {% endfor %}
-                </tr>
-            </thead>
-            <tbody class="bg-white dark:bg-slate-800 divide-y divide-gray-200 dark:divide-gray-700">
-                {% for row in result.rows %}
-                <tr>
-                    {% for col in result.columns %}
-                    <td class="px-6 py-4 whitespace-nowrap text-sm text-gray-500 dark:text-gray-400 border-b">{{ row[col] }}</td>
-                    {% endfor %}
-                </tr>
+    </aside>
+
+    <div class="min-w-0 space-y-6">
+        <section class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="flex flex-col gap-4 sm:flex-row sm:items-center sm:justify-between">
+                <div>
+                    <h2 class="font-black text-slate-900 dark:text-white">SQL Editor</h2>
+                    <p class="mt-1 text-xs text-slate-400">仅支持单条 SELECT；未指定 LIMIT 时自动限制 50 行。</p>
+                </div>
+                <form method="GET" action="{{ url_for('admin.sql_runner') }}">
+                    <select name="db_name" onchange="this.form.submit()" class="rounded-lg border-slate-200 bg-slate-50 text-sm font-bold dark:border-slate-700 dark:bg-slate-800 dark:text-white">
+                        <option value="l2" {% if db_name == 'l2' %}selected{% endif %}>L2 Facts</option>
+                        <option value="l3" {% if db_name == 'l3' %}selected{% endif %}>L3 Marts</option>
+                        <option value="web" {% if db_name == 'web' %}selected{% endif %}>Web App</option>
+                    </select>
+                </form>
+            </div>
+
+            <div class="mt-4 flex flex-wrap gap-2">
+                {% if db_name == 'l2' %}
+                    {% set samples = [
+                        ('最近比赛', 'SELECT match_id, map_name, start_time, score_team1, score_team2 FROM fact_matches ORDER BY start_time DESC LIMIT 10'),
+                        ('队员比赛', 'SELECT steam_id_64, match_id, rating, kills, deaths, adr FROM fact_match_players ORDER BY match_id DESC LIMIT 20')
+                    ] %}
+                {% elif db_name == 'l3' %}
+                    {% set samples = [
+                        ('Roster Features', 'SELECT steam_id_64, total_matches, score_overall, tier_percentile FROM dm_player_features WHERE score_overall > 0 ORDER BY score_overall DESC'),
+                        ('周期荣誉', 'SELECT award_type, period_key, steam_id_64, matches, avg_rating FROM dm_player_awards ORDER BY period_start DESC LIMIT 20')
+                    ] %}
+                {% else %}
+                    {% set samples = [
+                        ('最近作业', 'SELECT id, job_type, status, current_stage, duration_seconds, created_at FROM etl_jobs ORDER BY id DESC LIMIT 10'),
+                        ('Roster Versions', 'SELECT id, name, effective_from, effective_to, is_current FROM team_roster_versions ORDER BY effective_from DESC')
+                    ] %}
+                {% endif %}
+                {% for label, sample in samples %}
+                <button type="button" onclick='setQuery({{ sample|tojson }})' class="rounded-full bg-slate-100 px-3 py-1.5 text-xs font-bold text-slate-500 hover:bg-yrtv-100 hover:text-yrtv-700 dark:bg-slate-800">{{ label }}</button>
                 {% endfor %}
-            </tbody>
-        </table>
+            </div>
+
+            <form action="{{ url_for('admin.sql_runner') }}" method="POST" class="mt-4">
+                <input type="hidden" name="_csrf_token" value="{{ csrf_token() }}">
+                <input type="hidden" name="db_name" value="{{ db_name }}">
+                <textarea id="query-editor" name="query" rows="9" spellcheck="false" class="block w-full resize-y rounded-xl border border-slate-200 bg-slate-950 p-4 font-mono text-sm leading-6 text-emerald-300 shadow-inner focus:border-yrtv-500 focus:ring-yrtv-500" placeholder="SELECT * FROM table_name LIMIT 10">{{ query }}</textarea>
+                <div class="mt-4 flex items-center justify-between">
+                    <div class="flex items-center gap-2 text-xs text-slate-400"><span class="h-2 w-2 rounded-full bg-emerald-500"></span> Read-only guard enabled</div>
+                    <button type="submit" class="rounded-xl bg-yrtv-600 px-5 py-2.5 text-sm font-black text-white hover:bg-yrtv-500">执行查询</button>
+                </div>
+            </form>
+        </section>
+
+        {% if error %}
+        <div class="rounded-xl border border-red-200 bg-red-50 px-4 py-3 text-sm font-medium text-red-700">{{ error }}</div>
+        {% endif %}
+
+        {% if result %}
+        <section class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="flex items-center justify-between border-b border-slate-100 px-5 py-4 dark:border-slate-800">
+                <h2 class="font-black text-slate-900 dark:text-white">查询结果</h2>
+                <div class="flex gap-2 text-xs">
+                    <span class="rounded-full bg-slate-100 px-3 py-1 font-mono text-slate-500">{{ row_count }} rows</span>
+                    <span class="rounded-full bg-emerald-100 px-3 py-1 font-mono text-emerald-700">{{ '%.2fms'|format(duration_ms or 0) }}</span>
+                </div>
+            </div>
+            <div class="max-h-[620px] overflow-auto">
+                <table class="min-w-full divide-y divide-slate-100 text-left dark:divide-slate-800">
+                    <thead class="sticky top-0 bg-slate-50 text-[10px] font-black uppercase tracking-wider text-slate-400 dark:bg-slate-950">
+                        <tr>{% for col in result.columns %}<th class="whitespace-nowrap px-4 py-3">{{ col }}</th>{% endfor %}</tr>
+                    </thead>
+                    <tbody class="divide-y divide-slate-100 font-mono text-xs dark:divide-slate-800">
+                        {% for row in result.rows %}
+                        <tr class="hover:bg-slate-50 dark:hover:bg-slate-800/50">
+                            {% for col in result.columns %}
+                            <td class="max-w-[320px] px-4 py-3 text-slate-600 dark:text-slate-300" title="{{ row[col] }}">{{ row[col]|string|truncate(160) }}</td>
+                            {% endfor %}
+                        </tr>
+                        {% endfor %}
+                    </tbody>
+                </table>
+            </div>
+        </section>
+        {% endif %}
     </div>
-    {% endif %}
 </div>
 {% endblock %}
+
+{% block scripts %}
+{{ super() }}
+<script>
+function setQuery(value) {
+    document.getElementById('query-editor').value = value;
+}
+function selectTable(name) {
+    setQuery(`SELECT * FROM "${name}" LIMIT 20`);
+}
+</script>
+{% endblock %}

web/templates/admin/system.html

@@ -0,0 +1,90 @@
+{% extends "admin/base.html" %}
+
+{% block admin_title %}系统信息{% endblock %}
+{% block page_title %}系统与存储{% endblock %}
+{% block page_subtitle %}数据库文件、备份快照、运行参数与安全配置{% endblock %}
+
+{% block admin_content %}
+<div class="space-y-6">
+    <section class="grid grid-cols-1 gap-4 sm:grid-cols-2 xl:grid-cols-4">
+        {% for database in databases %}
+        <div class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="flex items-center justify-between">
+                <div class="text-xs font-black uppercase tracking-widest text-slate-400">{{ database.name }}</div>
+                <span class="h-2.5 w-2.5 rounded-full {% if database.exists and database.quick_check in ['ok', 'managed by app'] %}bg-emerald-500{% else %}bg-red-500{% endif %}"></span>
+            </div>
+            <div class="mt-3 text-2xl font-black text-slate-900 dark:text-white">{{ database.size_text }}</div>
+            <div class="mt-1 truncate font-mono text-[10px] text-slate-400" title="{{ database.path }}">{{ database.path }}</div>
+            <div class="mt-3 text-xs font-bold {% if database.quick_check in ['ok', 'managed by app'] %}text-emerald-600{% else %}text-red-600{% endif %}">{{ database.quick_check }}</div>
+        </div>
+        {% endfor %}
+    </section>
+
+    <div class="grid grid-cols-1 gap-6 xl:grid-cols-[minmax(0,1fr)_360px]">
+        <section class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900">
+            <div class="flex items-center justify-between border-b border-slate-100 px-5 py-4 dark:border-slate-800">
+                <div>
+                    <h2 class="font-black text-slate-900 dark:text-white">回滚快照</h2>
+                    <p class="text-xs text-slate-400">Pipeline 自动保留最近 3 组</p>
+                </div>
+                <span class="rounded-full bg-slate-100 px-3 py-1 text-xs font-mono text-slate-500">{{ backup_summary.sets }} sets</span>
+            </div>
+            <div class="divide-y divide-slate-100 dark:divide-slate-800">
+                {% for backup in backups %}
+                <div class="px-5 py-4">
+                    <div class="flex items-center justify-between">
+                        <div>
+                            <div class="font-black text-slate-800 dark:text-white">{{ backup.name }}</div>
+                            <div class="mt-1 text-xs text-slate-400">{{ backup.created_at or 'No manifest timestamp' }}</div>
+                        </div>
+                        <div class="text-right">
+                            <div class="font-mono text-sm font-black text-slate-700 dark:text-slate-200">{{ backup.size_text }}</div>
+                            <div class="text-[10px] uppercase text-emerald-600">Verified snapshot</div>
+                        </div>
+                    </div>
+                    <div class="mt-3 flex gap-2">
+                        {% for name, item in backup.databases.items() %}
+                        <span class="rounded bg-slate-100 px-2 py-1 text-[10px] font-bold uppercase text-slate-500 dark:bg-slate-800">{{ name }} · {{ item.quick_check }}</span>
+                        {% endfor %}
+                    </div>
+                </div>
+                {% else %}
+                <div class="px-5 py-12 text-center text-sm text-slate-400">暂无备份快照</div>
+                {% endfor %}
+            </div>
+        </section>
+
+        <aside class="space-y-6">
+            <section class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+                <h2 class="font-black text-slate-900 dark:text-white">运行参数</h2>
+                <dl class="mt-4 space-y-3 text-sm">
+                    {% for label, value in [
+                        ('Web schema', 'v' + config.web_schema_version|string),
+                        ('SQLite timeout', config.sqlite_timeout|string + 's'),
+                        ('Slow query', config.slow_query_threshold|string + 's'),
+                        ('Max upload', '%.0f MB'|format(config.max_upload_mb))
+                    ] %}
+                    <div class="flex items-center justify-between"><dt class="text-slate-500">{{ label }}</dt><dd class="font-mono font-black text-slate-800 dark:text-slate-200">{{ value }}</dd></div>
+                    {% endfor %}
+                </dl>
+            </section>
+
+            <section class="rounded-2xl border border-slate-200 bg-white p-5 shadow-sm dark:border-slate-800 dark:bg-slate-900">
+                <h2 class="font-black text-slate-900 dark:text-white">安全配置</h2>
+                <div class="mt-4 space-y-3">
+                    {% for label, configured in [
+                        ('SECRET_KEY', config.secret_key_configured),
+                        ('ADMIN_TOKEN', config.admin_token_configured)
+                    ] %}
+                    <div class="flex items-center justify-between rounded-lg bg-slate-50 p-3 dark:bg-slate-800">
+                        <span class="font-mono text-xs text-slate-600 dark:text-slate-300">{{ label }}</span>
+                        <span class="rounded-full px-2 py-1 text-[10px] font-black uppercase {% if configured %}bg-emerald-100 text-emerald-700{% else %}bg-amber-100 text-amber-700{% endif %}">{{ 'configured' if configured else 'dev default' }}</span>
+                    </div>
+                    {% endfor %}
+                </div>
+                <p class="mt-4 text-xs leading-5 text-slate-400">本页只展示配置状态，不回显任何密钥或令牌。</p>
+            </section>
+        </aside>
+    </div>
+</div>
+{% endblock %}

web/templates/base.html

@@ -46,6 +46,7 @@
                         <a href="{{ url_for('main.index') }}" class="{% if request.endpoint == 'main.index' %}border-yrtv-500 text-gray-900 dark:text-white{% else %}border-transparent text-gray-500 dark:text-gray-300 hover:border-gray-300 hover:text-gray-700 dark:hover:text-white{% endif %} inline-flex items-center px-1 pt-1 border-b-2 text-sm font-medium">首页</a>
                         <a href="{{ url_for('matches.index') }}" class="{% if request.endpoint and 'matches' in request.endpoint %}border-yrtv-500 text-gray-900 dark:text-white{% else %}border-transparent text-gray-500 dark:text-gray-300 hover:border-gray-300 hover:text-gray-700 dark:hover:text-white{% endif %} inline-flex items-center px-1 pt-1 border-b-2 text-sm font-medium">比赛</a>
                         <a href="{{ url_for('players.index') }}" class="{% if request.endpoint and 'players' in request.endpoint %}border-yrtv-500 text-gray-900 dark:text-white{% else %}border-transparent text-gray-500 dark:text-gray-300 hover:border-gray-300 hover:text-gray-700 dark:hover:text-white{% endif %} inline-flex items-center px-1 pt-1 border-b-2 text-sm font-medium">玩家</a>
+                        <a href="{{ url_for('discover.index') }}" class="{% if request.endpoint and 'discover' in request.endpoint %}border-cyan-500 text-gray-900 dark:text-white{% else %}border-transparent text-gray-500 dark:text-gray-300 hover:border-gray-300 hover:text-gray-700 dark:hover:text-white{% endif %} inline-flex items-center px-1 pt-1 border-b-2 text-sm font-medium">发现</a>
                         <a href="{{ url_for('reports.index') }}" class="{% if request.endpoint and 'reports' in request.endpoint %}border-yrtv-500 text-gray-900 dark:text-white{% else %}border-transparent text-gray-500 dark:text-gray-300 hover:border-gray-300 hover:text-gray-700 dark:hover:text-white{% endif %} inline-flex items-center px-1 pt-1 border-b-2 text-sm font-medium">报告</a>
                         <a href="{{ url_for('awards.index') }}" class="{% if request.endpoint and 'awards' in request.endpoint %}border-amber-500 text-gray-900 dark:text-white{% else %}border-transparent text-gray-500 dark:text-gray-300 hover:border-gray-300 hover:text-gray-700 dark:hover:text-white{% endif %} inline-flex items-center px-1 pt-1 border-b-2 text-sm font-medium">荣誉</a>
                         <a href="{{ url_for('teams.index') }}" class="{% if request.endpoint and 'teams' in request.endpoint %}border-yrtv-500 text-gray-900 dark:text-white{% else %}border-transparent text-gray-500 dark:text-gray-300 hover:border-gray-300 hover:text-gray-700 dark:hover:text-white{% endif %} inline-flex items-center px-1 pt-1 border-b-2 text-sm font-medium">战队</a>
@@ -86,6 +87,7 @@
                 <a href="{{ url_for('main.index') }}" class="{% if request.endpoint == 'main.index' %}bg-yrtv-50 border-yrtv-500 text-yrtv-700{% else %}border-transparent text-gray-500 hover:bg-gray-50 hover:border-gray-300 hover:text-gray-700{% endif %} block pl-3 pr-4 py-2 border-l-4 text-base font-medium dark:text-white dark:hover:bg-slate-700">首页</a>
                 <a href="{{ url_for('matches.index') }}" class="border-transparent text-gray-500 hover:bg-gray-50 hover:border-gray-300 hover:text-gray-700 block pl-3 pr-4 py-2 border-l-4 text-base font-medium dark:text-white dark:hover:bg-slate-700">比赛</a>
                 <a href="{{ url_for('players.index') }}" class="border-transparent text-gray-500 hover:bg-gray-50 hover:border-gray-300 hover:text-gray-700 block pl-3 pr-4 py-2 border-l-4 text-base font-medium dark:text-white dark:hover:bg-slate-700">玩家</a>
+                <a href="{{ url_for('discover.index') }}" class="border-transparent text-gray-500 hover:bg-gray-50 hover:border-gray-300 hover:text-gray-700 block pl-3 pr-4 py-2 border-l-4 text-base font-medium dark:text-white dark:hover:bg-slate-700">发现</a>
                 <a href="{{ url_for('reports.index') }}" class="border-transparent text-gray-500 hover:bg-gray-50 hover:border-gray-300 hover:text-gray-700 block pl-3 pr-4 py-2 border-l-4 text-base font-medium dark:text-white dark:hover:bg-slate-700">报告</a>
                 <a href="{{ url_for('awards.index') }}" class="border-transparent text-gray-500 hover:bg-gray-50 hover:border-gray-300 hover:text-gray-700 block pl-3 pr-4 py-2 border-l-4 text-base font-medium dark:text-white dark:hover:bg-slate-700">荣誉</a>
                 <a href="{{ url_for('teams.index') }}" class="border-transparent text-gray-500 hover:bg-gray-50 hover:border-gray-300 hover:text-gray-700 block pl-3 pr-4 py-2 border-l-4 text-base font-medium dark:text-white dark:hover:bg-slate-700">战队</a>

web/templates/discover/index.html

@@ -0,0 +1,136 @@
+{% extends "base.html" %}
+
+{% block title %}发现 - YRTV{% endblock %}
+
+{% block content %}
+{% set tone_styles = {
+    'positive': 'border-emerald-200 bg-emerald-50 dark:border-emerald-900/50 dark:bg-emerald-950/20',
+    'negative': 'border-rose-200 bg-rose-50 dark:border-rose-900/50 dark:bg-rose-950/20',
+    'fun': 'border-cyan-200 bg-cyan-50 dark:border-cyan-900/50 dark:bg-cyan-950/20'
+} %}
+{% set tone_badges = {
+    'positive': 'bg-emerald-100 text-emerald-700',
+    'negative': 'bg-rose-100 text-rose-700',
+    'fun': 'bg-cyan-100 text-cyan-700'
+} %}
+{% set medal_styles = {
+    'gold': 'from-amber-300 to-yellow-500 text-amber-950',
+    'silver': 'from-slate-200 to-slate-400 text-slate-800',
+    'bronze': 'from-orange-300 to-amber-700 text-orange-950'
+} %}
+<div class="space-y-10 px-4 sm:px-0">
+    <section class="overflow-hidden rounded-3xl bg-gradient-to-br from-slate-950 via-cyan-950 to-yrtv-950 p-8 text-white shadow-2xl">
+        <div class="flex flex-col gap-8 lg:flex-row lg:items-end lg:justify-between">
+            <div>
+                <div class="text-xs font-black uppercase tracking-[0.3em] text-cyan-300">Data Discovery</div>
+                <h1 class="mt-3 text-4xl font-black">有趣的数据，不只展示好的一面</h1>
+                <p class="mt-3 max-w-2xl text-sm leading-7 text-slate-300">从 885 条 roster 比赛记录中自动发现高光、低谷、反差和个人习惯。每张卡片都有统计证据。</p>
+            </div>
+            <div class="grid grid-cols-3 gap-3 text-center">
+                {% for label, value in [('发现', insights|length), ('勋章维度', medals|length), ('获奖队员', leaderboard|length)] %}
+                <div class="rounded-2xl bg-white/10 px-5 py-3"><div class="text-2xl font-black">{{ value }}</div><div class="text-[10px] uppercase text-slate-400">{{ label }}</div></div>
+                {% endfor %}
+            </div>
+        </div>
+    </section>
+
+    <section id="insights" class="space-y-5">
+        <div class="flex flex-col gap-4 sm:flex-row sm:items-center sm:justify-between">
+            <div>
+                <h2 class="text-2xl font-black text-slate-900 dark:text-white">趣味发现</h2>
+                <p class="text-sm text-slate-500">正面、负面和纯粹有趣的数据都保留。</p>
+            </div>
+            <div class="flex gap-2">
+                <a href="{{ url_for('discover.index', dimension=dimension) }}#insights" class="rounded-full px-4 py-2 text-sm font-bold {% if not tone %}bg-slate-900 text-white dark:bg-white dark:text-slate-900{% else %}bg-white text-slate-500 dark:bg-slate-800{% endif %}">全部</a>
+                {% for key, label in tone_labels.items() %}
+                <a href="{{ url_for('discover.index', tone=key, dimension=dimension) }}#insights" class="rounded-full px-4 py-2 text-sm font-bold {% if tone == key %}{{ tone_badges[key] }}{% else %}bg-white text-slate-500 dark:bg-slate-800{% endif %}">{{ label }}</a>
+                {% endfor %}
+            </div>
+        </div>
+
+        <div class="grid grid-cols-1 gap-4 md:grid-cols-2 xl:grid-cols-3">
+            {% for insight in insights %}
+            <article class="rounded-2xl border p-5 shadow-sm transition hover:-translate-y-0.5 hover:shadow-md {{ tone_styles[insight.tone] }}">
+                <div class="flex items-start justify-between gap-3">
+                    <div>
+                        <span class="rounded-full px-2.5 py-1 text-[10px] font-black uppercase {{ tone_badges[insight.tone] }}">{{ insight.tone_label }} · {{ insight.category }}</span>
+                        <h3 class="mt-3 text-xl font-black text-slate-900 dark:text-white">{{ insight.title }}</h3>
+                    </div>
+                    <div class="text-right">
+                        <div class="text-3xl font-black text-slate-900 dark:text-white">
+                            {% if insight.metric_unit == '%' %}{{ '%.0f'|format(insight.metric_value) }}{% elif insight.metric_value == insight.metric_value|int %}{{ insight.metric_value|int }}{% else %}{{ '%.2f'|format(insight.metric_value) }}{% endif %}<span class="text-sm">{{ insight.metric_unit }}</span>
+                        </div>
+                        <div class="text-[10px] uppercase text-slate-400">{{ insight.metric_label }}</div>
+                    </div>
+                </div>
+                <p class="mt-4 text-sm leading-6 text-slate-600 dark:text-slate-300">{{ insight.description }}</p>
+                <div class="mt-4 flex items-center justify-between border-t border-black/5 pt-3 dark:border-white/10">
+                    <a href="{{ url_for('players.detail', steam_id=insight.steam_id_64) }}" class="font-bold text-slate-800 hover:text-yrtv-600 dark:text-white">{{ insight.identity.username or insight.steam_id_64 }}</a>
+                    <span class="text-xs text-slate-400">
+                        {% if insight.evidence.matches %}{{ insight.evidence.matches }} 场样本{% endif %}
+                        {% if insight.evidence.map %} · {{ insight.evidence.map }}{% endif %}
+                    </span>
+                </div>
+            </article>
+            {% else %}
+            <div class="col-span-full rounded-2xl bg-white py-16 text-center text-slate-400 dark:bg-slate-800">当前筛选暂无发现</div>
+            {% endfor %}
+        </div>
+    </section>
+
+    <section id="medals" class="space-y-5">
+        <div class="flex flex-col gap-4 sm:flex-row sm:items-center sm:justify-between">
+            <div>
+                <h2 class="text-2xl font-black text-slate-900 dark:text-white">表现勋章墙</h2>
+                <p class="text-sm text-slate-500">每张地图、每个 ELO 分段按 Rating 评选金银铜，最低 5 场。</p>
+            </div>
+            <div class="flex gap-2">
+                <a href="{{ url_for('discover.index', tone=tone) }}#medals" class="rounded-full px-4 py-2 text-sm font-bold {% if not dimension %}bg-slate-900 text-white dark:bg-white dark:text-slate-900{% else %}bg-white text-slate-500 dark:bg-slate-800{% endif %}">全部</a>
+                <a href="{{ url_for('discover.index', tone=tone, dimension='map') }}#medals" class="rounded-full px-4 py-2 text-sm font-bold {% if dimension == 'map' %}bg-yrtv-600 text-white{% else %}bg-white text-slate-500 dark:bg-slate-800{% endif %}">分地图</a>
+                <a href="{{ url_for('discover.index', tone=tone, dimension='elo') }}#medals" class="rounded-full px-4 py-2 text-sm font-bold {% if dimension == 'elo' %}bg-yrtv-600 text-white{% else %}bg-white text-slate-500 dark:bg-slate-800{% endif %}">分 ELO</a>
+            </div>
+        </div>
+
+        <div class="grid grid-cols-1 gap-5 lg:grid-cols-2">
+            {% for group in medals %}
+            <article class="overflow-hidden rounded-2xl border border-slate-200 bg-white shadow-sm dark:border-slate-800 dark:bg-slate-900">
+                <div class="flex items-center justify-between border-b border-slate-100 px-5 py-4 dark:border-slate-800">
+                    <div>
+                        <div class="text-[10px] font-black uppercase tracking-wider text-slate-400">{{ 'Map Medal' if group.dimension_type == 'map' else 'ELO Medal' }}</div>
+                        <h3 class="text-lg font-black text-slate-900 dark:text-white">{{ group.dimension_label }}</h3>
+                    </div>
+                    <span class="rounded-full bg-slate-100 px-3 py-1 text-xs font-bold text-slate-500 dark:bg-slate-800">{{ group.medals|length }} medals</span>
+                </div>
+                <div class="divide-y divide-slate-100 dark:divide-slate-800">
+                    {% for medal in group.medals %}
+                    <a href="{{ url_for('players.detail', steam_id=medal.steam_id_64) }}" class="flex items-center gap-4 px-5 py-4 hover:bg-slate-50 dark:hover:bg-slate-800/40">
+                        <div class="flex h-11 w-11 flex-none items-center justify-center rounded-full bg-gradient-to-br text-lg font-black shadow {{ medal_styles[medal.medal_tier] }}">{{ medal.medal_rank }}</div>
+                        <div class="min-w-0 flex-1">
+                            <div class="truncate font-black text-slate-900 dark:text-white">{{ medal.identity.username or medal.steam_id_64 }}</div>
+                            <div class="text-xs text-slate-400">{{ medal.matches }} 场 · K/D {{ '%.2f'|format(medal.avg_kd) }} · ADR {{ '%.1f'|format(medal.avg_adr) }}</div>
+                        </div>
+                        <div class="text-right">
+                            <div class="text-xl font-black text-yrtv-600">{{ '%.2f'|format(medal.avg_rating) }}</div>
+                            <div class="text-[10px] uppercase text-slate-400">{{ '%.0f%%'|format(medal.win_rate * 100) }} win</div>
+                        </div>
+                    </a>
+                    {% endfor %}
+                </div>
+            </article>
+            {% endfor %}
+        </div>
+    </section>
+
+    <section class="rounded-2xl bg-gradient-to-r from-amber-500 to-orange-600 p-6 text-white shadow-xl">
+        <h2 class="text-xl font-black">勋章总榜</h2>
+        <div class="mt-5 grid grid-cols-1 gap-3 sm:grid-cols-2 lg:grid-cols-3">
+            {% for player in leaderboard %}
+            <a href="{{ url_for('players.detail', steam_id=player.steam_id_64) }}" class="flex items-center justify-between rounded-xl bg-white/10 p-4 hover:bg-white/20">
+                <div><div class="font-black">{{ loop.index }}. {{ player.identity.username or player.steam_id_64 }}</div><div class="mt-1 text-xs text-amber-100">🥇 {{ player.gold }} · 🥈 {{ player.silver }} · 🥉 {{ player.bronze }}</div></div>
+                <div class="text-3xl font-black">{{ player.medals }}</div>
+            </a>
+            {% endfor %}
+        </div>
+    </section>
+</div>
+{% endblock %}

web/templates/players/_career_dashboard.html

@@ -1,6 +1,6 @@
 <div class="grid grid-cols-1 gap-8 xl:grid-cols-2">
     <section class="rounded-2xl border border-gray-100 bg-white p-6 shadow-lg dark:border-slate-700 dark:bg-slate-800"
-             x-data="{ selected: 'last_20', periods: {{ period_stats|tojson }} }">
+             x-data="{ selected: 'last_20' }">
         <div class="flex flex-col gap-4 sm:flex-row sm:items-center sm:justify-between">
             <div>
                 <h3 class="text-lg font-bold text-gray-900 dark:text-white">阶段表现</h3>

web/templates/players/_professional_identity.html

@@ -42,4 +42,22 @@
         {% endfor %}
     </div>
     {% endif %}
+
+    {% if performance_medals %}
+    <div class="mt-4 border-t border-white/10 pt-4">
+        <div class="mb-2 text-[10px] font-black uppercase tracking-widest text-slate-400">Map & ELO Medals</div>
+        <div class="flex gap-2 overflow-x-auto">
+            {% for medal in performance_medals %}
+            <a href="{{ url_for('discover.index', dimension=medal.dimension_type) }}#medals"
+               class="whitespace-nowrap rounded-full px-3 py-1 text-xs font-bold
+               {% if medal.medal_tier == 'gold' %}bg-amber-400/20 text-amber-200
+               {% elif medal.medal_tier == 'silver' %}bg-slate-300/20 text-slate-200
+               {% else %}bg-orange-500/20 text-orange-200{% endif %}">
+                {% if medal.medal_tier == 'gold' %}🥇{% elif medal.medal_tier == 'silver' %}🥈{% else %}🥉{% endif %}
+                {{ medal.dimension_label }}
+            </a>
+            {% endfor %}
+        </div>
+    </div>
+    {% endif %}
 </section>