feat(web): include removed in visible stats; cover bang badge

站内展示/统计统一 VISIBLE（含 removed）：热度、UP 列表、总览
active_ups/初导入计数、说明页粉丝覆盖、黑名单视频数。采集队列仍
只 active/unfaved。失效片封面右上角感叹号徽标，点击/tap 提示
「该视频已失效」；手动/候选入库仍可复活 removed→active。

tests/test_removed_cover_mark.py

@@ -0,0 +1,34 @@
+# -*- coding: utf-8 -*-
+"""失效封面徽标静态落地检查: uv run python tests/test_removed_cover_mark.py"""
+
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+STATIC = ROOT / "reaction_board" / "web" / "static"
+
+
+def test_removed_cover_mark_markup():
+    components = (STATIC / "components.js").read_text(encoding="utf-8")
+    assert "export function removedCoverMark" in components
+    assert 'data-removed-tip' in components
+    assert "该视频已失效" in components
+    assert "${removedCoverMark(item)}" in components
+
+    app = (STATIC / "app.js").read_text(encoding="utf-8")
+    assert 'closest("[data-removed-tip]")' in app
+    assert 'toast("该视频已失效")' in app
+
+    css = (STATIC / "style.css").read_text(encoding="utf-8")
+    assert ".cover-removed-mark" in css
+
+    video = (STATIC / "views" / "video.js").read_text(encoding="utf-8")
+    assert "removedCoverMark(detail)" in video
+
+
+def main():
+    test_removed_cover_mark_markup()
+    print("OK: 失效封面徽标静态落地检查通过")
+
+
+if __name__ == "__main__":
+    main()

tests/test_web_queries.py

@@ -38,11 +38,11 @@ def test_overview():
             assert overview["data_date"] == DATES[-1]
             assert overview["snapshot_days"] == 3
             assert overview["is_first_day"] is False
-            assert overview["initial_import_count"] == 2
+            assert overview["initial_import_count"] == 3  # 含 removed 104
             assert overview["counts"]["active"] == 2
             assert overview["counts"]["unfaved"] == 1
             assert overview["counts"]["removed"] == 1
-            assert overview["counts"]["active_ups"] == 2
+            assert overview["counts"]["active_ups"] == 3  # 含 UP C（仅 removed）
             assert overview["counts"]["candidates_pending"] == 1
             assert overview["totals"]["view"] == 1200 + 5200 + 120
             assert overview["interactions"] > 0
@@ -68,7 +68,7 @@ def test_video_listing_filters_and_sorting():
 
             heat = q.list_videos(sort="heat")
             aids = [item["aid"] for item in heat["items"]]
-            # 热度榜仍按门槛过滤；104 removed 无成功快照，不进热度
+            # 热度门槛榜口径含 removed；104 无成功快照仍不进热度
             assert 104 not in aids
             # 综合热度榜应用最小播放门槛 2000：101（1200）与 103（120）被排除
             assert aids == [102], aids
@@ -111,6 +111,27 @@ def test_video_listing_filters_and_sorting():
             db.close()
 
 
+
+def test_heat_ranking_includes_removed_with_metrics():
+    """removed 进入热度门槛榜口径；有成功快照且过门槛时可见。"""
+    with tempfile.TemporaryDirectory() as tmp:
+        db, q = setup(tmp)
+        try:
+            db.write(lambda conn: conn.execute(
+                "UPDATE snapshot SET ok = 1, view = 5000, like = 10, coin = 1, "
+                "favorite = 1, share = 0, reply = 0, danmaku = 0, err = NULL "
+                "WHERE aid = 104 AND stat_date = ?",
+                (DATES[1],),
+            ))
+            DASHBOARD_CACHE.clear()
+            heat = q.list_videos(sort="heat")
+            aids = [item["aid"] for item in heat["items"]]
+            assert 104 in aids
+            assert next(item for item in heat["items"] if item["aid"] == 104)["status"] == "removed"
+        finally:
+            db.close()
+
+
 def test_growth_and_cold_start():
     with tempfile.TemporaryDirectory() as tmp:
         db, q = setup(tmp)
@@ -191,13 +212,14 @@ def test_up_queries():
         try:
             ups = q.list_ups()
             assert ups["sort"] == "avg_views"
-            assert ups["total"] == 2
+            assert ups["total"] == 3  # 含仅有 removed 视频的 UP C
             assert ups["items"][0]["up_mid"] == 1
             assert ups["items"][0]["video_count"] == 2
             assert ups["items"][0]["total_views"] == 6400
             assert ups["items"][0]["avg_views"] == 3200.0
             assert ups["items"][0]["up_face"] == "https://i0.hdslb.com/bfs/face/a.jpg"
             assert ups["items"][0]["follower_latest"] == 12345
+            assert {item["up_mid"] for item in ups["items"]} == {1, 2, 3}
 
             one = q.list_ups(min_videos=2)
             assert one["total"] == 1
@@ -228,8 +250,8 @@ def test_up_queries():
             # 大小写不敏感
             lower = q.list_ups(q="up b")
             assert lower["total"] == 1 and lower["items"][0]["up_mid"] == 2
-            # 命中多个 UP
-            assert q.list_ups(q="UP")["total"] == 2
+            # 命中多个 UP（含 UP C）
+            assert q.list_ups(q="UP")["total"] == 3
         finally:
             db.close()
 
@@ -479,7 +501,7 @@ def test_year_filter_and_published_sort():
             assert added["total"] == 4  # 含 removed
 
             ups = q.list_ups(sort="efficiency", year=2026)
-            assert ups["year"] == 2026 and ups["total"] == 2
+            assert ups["year"] == 2026 and ups["total"] == 3
             ups_none = q.list_ups(sort="views", year=2025)
             assert ups_none["total"] == 0
         finally:
@@ -506,9 +528,9 @@ def test_about_payload():
                 "growth_rate_prior": 1000,
             }
             assert about["heat_weights"]["view"] == 0.30
-            assert about["followers"]["videos_total"] == 3
+            assert about["followers"]["videos_total"] == 4  # 含 removed
             assert about["followers"]["videos_covered"] == 3
-            assert about["followers"]["videos_missing"] == 0
+            assert about["followers"]["videos_missing"] == 1
             assert about["folders"][0]["media_id"] == 3700023351
             assert about["preview"] is False
         finally: