Improve live analysis stability and video clip drafting

README.md

@@ -16,11 +16,19 @@
 实时分析页现在采用“识别 + 录制 + 落库”一体化流程：
 
 - 浏览器端基于 MediaPipe Pose 自动识别 `forehand / backhand / serve / volley / overhead / slice / lob / unknown`
+- 最近 6 帧动作结果会做时序加权稳定化，降低正手/反手/未知动作间的瞬时抖动
 - 连续同类动作会自动合并为片段，最长单段不超过 10 秒
 - 停止分析后会自动保存动作区间、评分维度、反馈摘要和可选本地录制视频
 - 实时分析结果会自动回写训练记录、日训练聚合、成就进度与 NTRP 评分链路
 - 移动端支持竖屏最大化预览，主要操作按钮固定在侧边
 
+## Video Library And PC Editing
+
+- 视频库支持直接打开 `PC 轻剪辑工作台`
+- 轻剪辑支持播放器预览、手动入点/出点、从当前播放位置快速设点
+- 分析关键时刻会自动生成建议片段；即使视频 metadata 尚未返回，也会按分析帧数估算时间轴
+- 剪辑草稿保存在浏览器本地，可导出 JSON 供后续后台剪辑任务或人工复核使用
+
 ## Online Recording
 
 在线录制模块采用双链路设计：
@@ -124,6 +132,12 @@ set -a && source .env && set +a && pnpm exec drizzle-kit migrate
 - `docs/media-architecture.md`
 - `docs/frontend-recording.md`
 
+2026-03-15 已在真实环境执行一次重建与 smoke test：
+
+- `docker compose up -d --build migrate app app-worker`
+- Playwright 复测 `https://te.hao.work/login`、`/checkin`、`/videos`、`/recorder`、`/live-camera`、`/admin`
+- 复测后关键链路全部通过，确认线上已切换到最新前端与业务版本
+
 ## Documentation Index
 
 - `docs/FEATURES.md`: 当前功能特性与能力边界

client/src/pages/LiveCamera.tsx

@@ -76,6 +76,11 @@ type AnalyzedFrame = {
   feedback: string[];
 };
 
+type ActionObservation = {
+  action: ActionType;
+  confidence: number;
+};
+
 const ACTION_META: Record<ActionType, { label: string; tone: string; accent: string }> = {
   forehand: { label: "正手挥拍", tone: "bg-emerald-500/10 text-emerald-700", accent: "bg-emerald-500" },
   backhand: { label: "反手挥拍", tone: "bg-sky-500/10 text-sky-700", accent: "bg-sky-500" },
@@ -184,6 +189,55 @@ function createSegment(action: ActionType, elapsedMs: number, frame: AnalyzedFra
   };
 }
 
+function stabilizeAnalyzedFrame(frame: AnalyzedFrame, history: ActionObservation[]): AnalyzedFrame {
+  const nextHistory = [...history, { action: frame.action, confidence: frame.confidence }].slice(-6);
+  history.splice(0, history.length, ...nextHistory);
+
+  const weights = nextHistory.map((_, index) => index + 1);
+  const actionScores = nextHistory.reduce<Record<ActionType, number>>((acc, sample, index) => {
+    const weighted = sample.confidence * weights[index];
+    acc[sample.action] = (acc[sample.action] || 0) + weighted;
+    return acc;
+  }, {
+    forehand: 0,
+    backhand: 0,
+    serve: 0,
+    volley: 0,
+    overhead: 0,
+    slice: 0,
+    lob: 0,
+    unknown: 0,
+  });
+
+  const ranked = Object.entries(actionScores).sort((a, b) => b[1] - a[1]) as Array<[ActionType, number]>;
+  const [winner = "unknown", winnerScore = 0] = ranked[0] || [];
+  const [, runnerScore = 0] = ranked[1] || [];
+  const winnerSamples = nextHistory.filter((sample) => sample.action === winner);
+  const averageConfidence = winnerSamples.length > 0
+    ? winnerSamples.reduce((sum, sample) => sum + sample.confidence, 0) / winnerSamples.length
+    : frame.confidence;
+
+  const stableAction =
+    winner === "unknown" && frame.action !== "unknown" && frame.confidence >= 0.52
+      ? frame.action
+      : winnerScore - runnerScore < 0.2 && frame.confidence >= 0.65
+        ? frame.action
+        : winner;
+
+  const stableConfidence = stableAction === frame.action
+    ? Math.max(frame.confidence, averageConfidence)
+    : averageConfidence;
+
+  return {
+    ...frame,
+    action: stableAction,
+    confidence: clamp(stableConfidence, 0, 1),
+    feedback: stableAction === "unknown"
+      ? ["系统正在继续观察，当前窗口内未形成稳定动作特征。", ...frame.feedback].slice(0, 3)
+      : frame.feedback,
+  };
+}
+
 function analyzePoseFrame(landmarks: Point[], tracking: TrackingState, timestamp: number): AnalyzedFrame {
   const nose = landmarks[0];
   const leftShoulder = landmarks[11];
@@ -428,6 +482,7 @@ export default function LiveCamera() {
   const animationRef = useRef<number>(0);
   const sessionStartedAtRef = useRef<number>(0);
   const trackingRef = useRef<TrackingState>({});
+  const actionHistoryRef = useRef<ActionObservation[]>([]);
   const currentSegmentRef = useRef<ActionSegment | null>(null);
   const segmentsRef = useRef<ActionSegment[]>([]);
   const frameSamplesRef = useRef<PoseScore[]>([]);
@@ -746,6 +801,7 @@ export default function LiveCamera() {
     segmentsRef.current = [];
     currentSegmentRef.current = null;
     trackingRef.current = {};
+    actionHistoryRef.current = [];
     frameSamplesRef.current = [];
     sessionStartedAtRef.current = Date.now();
     setDurationMs(0);
@@ -785,7 +841,10 @@ export default function LiveCamera() {
         drawOverlay(canvas, results.poseLandmarks);
         if (!results.poseLandmarks) return;
 
-        const analyzed = analyzePoseFrame(results.poseLandmarks, trackingRef.current, performance.now());
+        const analyzed = stabilizeAnalyzedFrame(
+          analyzePoseFrame(results.poseLandmarks, trackingRef.current, performance.now()),
+          actionHistoryRef.current,
+        );
         const elapsedMs = Date.now() - sessionStartedAtRef.current;
         appendFrameToSegment(analyzed, elapsedMs);
         frameSamplesRef.current.push(analyzed.score);

client/src/pages/Progress.tsx

@@ -4,7 +4,7 @@ import { Card, CardContent, CardHeader, CardTitle, CardDescription } from "@/com
 import { Badge } from "@/components/ui/badge";
 import { Skeleton } from "@/components/ui/skeleton";
 import { Button } from "@/components/ui/button";
-import { Activity, Calendar, CheckCircle2, Clock, TrendingUp, Target } from "lucide-react";
+import { Activity, Calendar, CheckCircle2, Clock, TrendingUp, Target, Sparkles } from "lucide-react";
 import {
   ResponsiveContainer, BarChart, Bar, XAxis, YAxis, CartesianGrid, Tooltip,
   LineChart, Line, Legend
@@ -95,6 +95,14 @@ export default function Progress() {
             <p className="text-2xl font-bold">{analyses?.length || 0}<span className="text-sm font-normal ml-1">次</span></p>
           </CardContent>
         </Card>
+        <Card className="border-0 shadow-sm">
+          <CardContent className="pt-4 pb-3">
+            <div className="flex items-center gap-2 text-xs text-muted-foreground mb-1">
+              <Sparkles className="h-3 w-3" />实时分析
+            </div>
+            <p className="text-2xl font-bold">{stats?.recentLiveSessions?.length || 0}<span className="text-sm font-normal ml-1">条</span></p>
+          </CardContent>
+        </Card>
       </div>
 
       <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
@@ -183,6 +191,7 @@ export default function Progress() {
                       <p className="text-xs text-muted-foreground">
                         {new Date(record.trainingDate || record.createdAt).toLocaleDateString("zh-CN")}
                         {record.durationMinutes ? ` · ${record.durationMinutes}分钟` : ""}
+                        {record.sourceType ? ` · ${record.sourceType}` : ""}
                       </p>
                     </div>
                   </div>

client/src/pages/Videos.tsx

@@ -1,12 +1,39 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 import { useAuth } from "@/_core/hooks/useAuth";
 import { trpc } from "@/lib/trpc";
-import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
 import { Badge } from "@/components/ui/badge";
 import { Button } from "@/components/ui/button";
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card";
+import { Dialog, DialogContent, DialogDescription, DialogFooter, DialogHeader, DialogTitle } from "@/components/ui/dialog";
 import { Skeleton } from "@/components/ui/skeleton";
-import { Video, Play, BarChart3, Clock, Zap, ChevronRight, FileVideo } from "lucide-react";
+import { Slider } from "@/components/ui/slider";
+import { Textarea } from "@/components/ui/textarea";
+import { Input } from "@/components/ui/input";
+import { toast } from "sonner";
+import {
+  BarChart3,
+  Clock,
+  Download,
+  FileVideo,
+  Play,
+  PlayCircle,
+  Scissors,
+  Sparkles,
+  Trash2,
+  Video,
+  Zap,
+} from "lucide-react";
 import { useLocation } from "wouter";
 
+type ClipDraft = {
+  id: string;
+  startSec: number;
+  endSec: number;
+  label: string;
+  notes: string;
+  source: "manual" | "suggested";
+};
+
 const statusMap: Record<string, { label: string; color: string }> = {
   pending: { label: "待分析", color: "bg-yellow-100 text-yellow-700" },
   analyzing: { label: "分析中", color: "bg-blue-100 text-blue-700" },
@@ -22,48 +49,192 @@ const exerciseTypeMap: Record<string, string> = {
   footwork: "脚步移动",
   shadow: "影子挥拍",
   wall: "墙壁练习",
+  recording: "录制归档",
+  live_analysis: "实时分析",
 };
 
+function formatSeconds(totalSeconds: number) {
+  const seconds = Math.max(0, Math.floor(totalSeconds));
+  const minutes = Math.floor(seconds / 60);
+  const rest = seconds % 60;
+  return `${minutes.toString().padStart(2, "0")}:${rest.toString().padStart(2, "0")}`;
+}
+
+function clamp(value: number, min: number, max: number) {
+  return Math.max(min, Math.min(max, value));
+}
+
+function localStorageKey(videoId: number) {
+  return `clip-plan:${videoId}`;
+}
+
+function resolveTimelineDurationSec(analysis: any, durationSec: number) {
+  if (durationSec > 0) return durationSec;
+  if (typeof analysis?.durationSec === "number" && analysis.durationSec > 0) return analysis.durationSec;
+  if (typeof analysis?.durationMs === "number" && analysis.durationMs > 0) return analysis.durationMs / 1000;
+  if (typeof analysis?.framesAnalyzed === "number" && analysis.framesAnalyzed > 0) {
+    return Math.max(5, Math.round((analysis.framesAnalyzed / 30) * 10) / 10);
+  }
+  return 0;
+}
+
+function buildSuggestedClips(analysis: any, durationSec: number) {
+  const timelineDurationSec = resolveTimelineDurationSec(analysis, durationSec);
+  if (!analysis?.keyMoments || !Array.isArray(analysis.keyMoments) || timelineDurationSec <= 0) {
+    return [] as ClipDraft[];
+  }
+
+  const framesAnalyzed = Math.max(analysis.framesAnalyzed || 0, 1);
+  return analysis.keyMoments.slice(0, 6).map((moment: any, index: number) => {
+    const centerSec = clamp(((moment.frame || 0) / framesAnalyzed) * timelineDurationSec, 0, timelineDurationSec);
+    const startSec = clamp(centerSec - 1.5, 0, Math.max(0, timelineDurationSec - 0.5));
+    const endSec = clamp(centerSec + 2.5, startSec + 0.5, timelineDurationSec);
+    return {
+      id: `suggested-${index}-${moment.frame || index}`,
+      startSec,
+      endSec,
+      label: moment.description || `建议片段 ${index + 1}`,
+      notes: moment.type ? `来源于分析事件：${moment.type}` : "来源于分析关键时刻",
+      source: "suggested" as const,
+    };
+  });
+}
+
+function downloadJson(filename: string, data: unknown) {
+  const blob = new Blob([JSON.stringify(data, null, 2)], { type: "application/json" });
+  const url = URL.createObjectURL(blob);
+  const link = document.createElement("a");
+  link.href = url;
+  link.download = filename;
+  link.click();
+  URL.revokeObjectURL(url);
+}
+
 export default function Videos() {
-  const { user } = useAuth();
+  useAuth();
   const { data: videos, isLoading } = trpc.video.list.useQuery();
   const { data: analyses } = trpc.analysis.list.useQuery();
   const [, setLocation] = useLocation();
 
-  const getAnalysis = (videoId: number) => {
+  const previewRef = useRef<HTMLVideoElement>(null);
-    return analyses?.find((a: any) => a.videoId === videoId);
+  const [editorOpen, setEditorOpen] = useState(false);
+  const [selectedVideo, setSelectedVideo] = useState<any | null>(null);
+  const [videoDurationSec, setVideoDurationSec] = useState(0);
+  const [playbackSec, setPlaybackSec] = useState(0);
+  const [clipRange, setClipRange] = useState<[number, number]>([0, 5]);
+  const [clipLabel, setClipLabel] = useState("");
+  const [clipNotes, setClipNotes] = useState("");
+  const [clipDrafts, setClipDrafts] = useState<ClipDraft[]>([]);
+
+  const getAnalysis = useCallback((videoId: number) => {
+    return analyses?.find((analysis: any) => analysis.videoId === videoId);
+  }, [analyses]);
+
+  const activeAnalysis = selectedVideo ? getAnalysis(selectedVideo.id) : null;
+  const timelineDurationSec = useMemo(
+    () => resolveTimelineDurationSec(activeAnalysis, videoDurationSec),
+    [activeAnalysis, videoDurationSec],
+  );
+  const suggestedClips = useMemo(
+    () => buildSuggestedClips(activeAnalysis, timelineDurationSec),
+    [activeAnalysis, timelineDurationSec],
+  );
+
+  useEffect(() => {
+    if (!editorOpen || timelineDurationSec <= 0) return;
+    setClipRange((current) => {
+      const start = clamp(current[0] ?? 0, 0, Math.max(0, timelineDurationSec - 0.5));
+      const minEnd = clamp(start + 0.5, 0.5, timelineDurationSec);
+      const end = clamp(current[1] ?? Math.min(timelineDurationSec, 5), minEnd, timelineDurationSec);
+      if (start === current[0] && end === current[1]) {
+        return current;
+      }
+      return [start, end];
+    });
+  }, [editorOpen, timelineDurationSec]);
+
+  useEffect(() => {
+    if (!selectedVideo) return;
+    try {
+      const saved = localStorage.getItem(localStorageKey(selectedVideo.id));
+      if (saved) {
+        const parsed = JSON.parse(saved) as ClipDraft[];
+        setClipDrafts(parsed);
+        return;
+      }
+    } catch {
+      // Ignore corrupted local clip drafts and fall back to suggested clips.
+    }
+    setClipDrafts(suggestedClips);
+  }, [selectedVideo, suggestedClips]);
+
+  useEffect(() => {
+    if (!selectedVideo) return;
+    localStorage.setItem(localStorageKey(selectedVideo.id), JSON.stringify(clipDrafts));
+  }, [clipDrafts, selectedVideo]);
+
+  const openEditor = useCallback((video: any) => {
+    setSelectedVideo(video);
+    setEditorOpen(true);
+    setVideoDurationSec(0);
+    setPlaybackSec(0);
+    setClipLabel("");
+    setClipNotes("");
+    setClipRange([0, 5]);
+  }, []);
+
+  const addClip = useCallback((source: "manual" | "suggested", preset?: ClipDraft) => {
+    const nextStart = preset?.startSec ?? clipRange[0];
+    const nextEnd = preset?.endSec ?? clipRange[1];
+    const clip: ClipDraft = {
+      id: `${Date.now()}-${Math.random().toString(36).slice(2, 8)}`,
+      startSec: nextStart,
+      endSec: nextEnd,
+      label: preset?.label || clipLabel || `片段 ${clipDrafts.length + 1}`,
+      notes: preset?.notes || clipNotes,
+      source,
     };
 
+    setClipDrafts((current) => [...current, clip].sort((a, b) => a.startSec - b.startSec));
+    setClipLabel("");
+    setClipNotes("");
+    toast.success("片段已加入轻剪辑草稿");
+  }, [clipDrafts.length, clipLabel, clipNotes, clipRange]);
+
   if (isLoading) {
     return (
       <div className="space-y-4">
         <Skeleton className="h-20 w-full" />
-        {[1, 2, 3].map(i => <Skeleton key={i} className="h-32 w-full" />)}
+        {[1, 2, 3].map((index) => <Skeleton key={index} className="h-32 w-full" />)}
       </div>
     );
   }
 
   return (
     <div className="space-y-6">
-      <div className="flex items-center justify-between">
+      <section className="rounded-[28px] border border-border/60 bg-[radial-gradient(circle_at_top_left,_rgba(14,165,233,0.12),_transparent_28%),linear-gradient(180deg,rgba(255,255,255,1),rgba(248,250,252,0.96))] p-5 shadow-sm md:p-6">
+        <div className="flex flex-col gap-4 lg:flex-row lg:items-end lg:justify-between">
           <div>
-          <h1 className="text-2xl font-bold tracking-tight" data-testid="videos-title">训练视频库</h1>
+            <h1 className="text-2xl font-semibold tracking-tight" data-testid="videos-title">训练视频库</h1>
-          <p className="text-muted-foreground text-sm mt-1">
+            <p className="mt-2 max-w-2xl text-sm leading-6 text-muted-foreground">
-            管理您的所有训练视频及分析结果 · 共 {videos?.length || 0} 个视频
+              集中管理录制归档、上传分析和实时分析视频。桌面端已提供轻剪辑工作台，可按建议片段或手动入点/出点生成剪辑草稿。
             </p>
           </div>
+          <div className="flex flex-wrap gap-2">
             <Button data-testid="videos-upload-button" onClick={() => setLocation("/analysis")} className="gap-2">
               <Video className="h-4 w-4" />
               上传新视频
             </Button>
           </div>
+        </div>
+      </section>
 
       {(!videos || videos.length === 0) ? (
         <Card className="border-0 shadow-sm">
           <CardContent className="py-16 text-center">
-            <FileVideo className="h-12 w-12 mx-auto mb-4 text-muted-foreground/30" />
+            <FileVideo className="mx-auto mb-4 h-12 w-12 text-muted-foreground/30" />
-            <h3 className="font-semibold text-lg mb-2">还没有训练视频</h3>
+            <h3 className="mb-2 text-lg font-semibold">还没有训练视频</h3>
-            <p className="text-muted-foreground text-sm mb-4">上传您的训练视频，AI将自动分析姿势并给出建议</p>
+            <p className="mb-4 text-sm text-muted-foreground">上传训练视频后，这里会自动汇总分析结果，并提供轻剪辑入口。</p>
             <Button onClick={() => setLocation("/analysis")} className="gap-2">
               <Video className="h-4 w-4" />
               上传第一个视频
@@ -77,11 +248,10 @@ export default function Videos() {
             const status = statusMap[video.analysisStatus] || statusMap.pending;
 
             return (
-              <Card key={video.id} className="border-0 shadow-sm hover:shadow-md transition-shadow" data-testid="video-card">
+              <Card key={video.id} className="border-0 shadow-sm transition-shadow hover:shadow-md" data-testid="video-card">
                 <CardContent className="p-4">
                   <div className="flex items-start gap-4">
-                    {/* Thumbnail / icon */}
+                    <div className="flex h-20 w-28 shrink-0 items-center justify-center overflow-hidden rounded-lg bg-black/5">
-                    <div className="h-20 w-28 rounded-lg bg-black/5 flex items-center justify-center shrink-0 overflow-hidden">
                       {video.url ? (
                         <video src={video.url} className="h-full w-full object-cover" muted preload="metadata" />
                       ) : (
@@ -89,54 +259,65 @@ export default function Videos() {
                       )}
                     </div>
 
-                    {/* Info */}
+                    <div className="min-w-0 flex-1">
-                    <div className="flex-1 min-w-0">
+                      <div className="flex flex-col gap-3 lg:flex-row lg:items-start lg:justify-between">
-                      <div className="flex items-start justify-between gap-2">
                         <div>
-                          <h3 className="font-medium text-sm truncate">{video.title}</h3>
+                          <h3 className="truncate text-sm font-medium">{video.title}</h3>
-                          <div className="flex items-center gap-2 mt-1 flex-wrap">
+                          <div className="mt-1 flex flex-wrap items-center gap-2">
                             <Badge className={`${status.color} border text-xs`}>{status.label}</Badge>
-                            {video.exerciseType && (
+                            {video.exerciseType ? (
                               <Badge variant="outline" className="text-xs">
                                 {exerciseTypeMap[video.exerciseType] || video.exerciseType}
                               </Badge>
-                            )}
+                            ) : null}
-                            <span className="text-xs text-muted-foreground flex items-center gap-1">
+                            <span className="inline-flex items-center gap-1 text-xs text-muted-foreground">
                               <Clock className="h-3 w-3" />
                               {new Date(video.createdAt).toLocaleDateString("zh-CN")}
                             </span>
                             <span className="text-xs text-muted-foreground">
-                              {(video.fileSize / 1024 / 1024).toFixed(1)}MB
+                              {((video.fileSize || 0) / 1024 / 1024).toFixed(1)}MB
                             </span>
                           </div>
                         </div>
+                        <div className="flex flex-wrap gap-2">
+                          {video.url ? (
+                            <Button variant="outline" size="sm" className="gap-2" onClick={() => window.open(video.url, "_blank", "noopener,noreferrer")}>
+                              <PlayCircle className="h-4 w-4" />
+                              播放
+                            </Button>
+                          ) : null}
+                          <Button variant="outline" size="sm" className="gap-2" onClick={() => openEditor(video)}>
+                            <Scissors className="h-4 w-4" />
+                            轻剪辑
+                          </Button>
+                        </div>
                       </div>
 
-                      {/* Analysis summary */}
+                      {analysis ? (
-                      {analysis && (
+                        <div className="mt-3 flex flex-wrap items-center gap-4 text-xs">
-                        <div className="flex items-center gap-4 mt-3 text-xs">
                           <div className="flex items-center gap-1">
                             <BarChart3 className="h-3 w-3 text-primary" />
                             <span className="font-medium">{Math.round(analysis.overallScore || 0)}分</span>
                           </div>
-                          {(analysis.shotCount ?? 0) > 0 && (
+                          {(analysis.shotCount ?? 0) > 0 ? (
                             <div className="flex items-center gap-1">
                               <Zap className="h-3 w-3 text-orange-500" />
-                              <span>{analysis.shotCount}次击球</span>
+                              <span>{analysis.shotCount} 次击球</span>
                             </div>
-                          )}
+                          ) : null}
-                          {(analysis.avgSwingSpeed ?? 0) > 0 && (
+                          {(analysis.strokeConsistency ?? 0) > 0 ? (
-                            <div className="flex items-center gap-1">
+                            <div className="text-muted-foreground">
-                              速度 {(analysis.avgSwingSpeed ?? 0).toFixed(1)}
-                            </div>
-                          )}
-                          {(analysis.strokeConsistency ?? 0) > 0 && (
-                            <div className="flex items-center gap-1 text-muted-foreground">
                               一致性 {Math.round(analysis.strokeConsistency ?? 0)}%
                             </div>
-                          )}
+                          ) : null}
+                          {Array.isArray(analysis.keyMoments) && analysis.keyMoments.length > 0 ? (
+                            <Badge variant="outline" className="gap-1 text-xs">
+                              <Sparkles className="h-3 w-3" />
+                              {analysis.keyMoments.length} 个建议片段
+                            </Badge>
+                          ) : null}
                         </div>
-                      )}
+                      ) : null}
                     </div>
                   </div>
                 </CardContent>
@@ -145,6 +326,222 @@ export default function Videos() {
           })}
         </div>
       )}
+
+      <Dialog open={editorOpen} onOpenChange={setEditorOpen}>
+        <DialogContent className="max-h-[92vh] max-w-5xl overflow-y-auto">
+          <DialogHeader>
+            <DialogTitle className="flex items-center gap-2">
+              <Scissors className="h-5 w-5 text-primary" />
+              PC 轻剪辑工作台
+            </DialogTitle>
+            <DialogDescription>
+              支持手动设置入点/出点、按分析关键时刻生成建议片段，并把剪辑草稿导出为 JSON。
+            </DialogDescription>
+          </DialogHeader>
+
+          {selectedVideo ? (
+            <div className="grid gap-4 xl:grid-cols-[minmax(0,1.35fr)_minmax(320px,0.9fr)]">
+              <section className="space-y-4">
+                <div className="overflow-hidden rounded-3xl border border-border/60 bg-black">
+                  <video
+                    ref={previewRef}
+                    src={selectedVideo.url}
+                    className="aspect-video w-full object-contain"
+                    controls
+                    playsInline
+                    onLoadedMetadata={(event) => {
+                      const duration = event.currentTarget.duration || 0;
+                      setVideoDurationSec(duration);
+                      setClipRange([0, Math.min(duration, 5)]);
+                    }}
+                    onTimeUpdate={(event) => setPlaybackSec(event.currentTarget.currentTime || 0)}
+                  />
+                </div>
+
+                <Card className="border-0 shadow-sm">
+                  <CardHeader className="pb-3">
+                    <CardTitle className="text-base">片段设置</CardTitle>
+                    <CardDescription>建议先在播放器中定位，再设置入点和出点。</CardDescription>
+                  </CardHeader>
+                  <CardContent className="space-y-4">
+                    <div className="grid gap-3 md:grid-cols-3">
+                      <div className="rounded-2xl border border-border/60 bg-muted/20 p-4">
+                        <div className="text-xs uppercase tracking-[0.16em] text-muted-foreground">当前播放</div>
+                        <div className="mt-2 text-lg font-semibold">{formatSeconds(playbackSec)}</div>
+                      </div>
+                      <div className="rounded-2xl border border-border/60 bg-muted/20 p-4">
+                        <div className="text-xs uppercase tracking-[0.16em] text-muted-foreground">入点</div>
+                        <div className="mt-2 text-lg font-semibold">{formatSeconds(clipRange[0])}</div>
+                      </div>
+                      <div className="rounded-2xl border border-border/60 bg-muted/20 p-4">
+                        <div className="text-xs uppercase tracking-[0.16em] text-muted-foreground">出点</div>
+                        <div className="mt-2 text-lg font-semibold">{formatSeconds(clipRange[1])}</div>
+                      </div>
+                    </div>
+
+                    {timelineDurationSec > 0 ? (
+                      <Slider
+                        value={clipRange}
+                        min={0}
+                        max={timelineDurationSec}
+                        step={0.1}
+                        onValueChange={(value) => {
+                          if (value.length === 2) {
+                            setClipRange([value[0] || 0, value[1] || Math.max(0.5, timelineDurationSec)]);
+                          }
+                        }}
+                      />
+                    ) : null}
+
+                    <div className="flex flex-wrap gap-2">
+                      <Button
+                        variant="outline"
+                        size="sm"
+                        onClick={() => setClipRange(([_, end]) => [clamp(playbackSec, 0, Math.max(0, end - 0.5)), end])}
+                      >
+                        设为入点
+                      </Button>
+                      <Button
+                        variant="outline"
+                        size="sm"
+                        onClick={() => setClipRange(([start]) => [start, clamp(playbackSec, start + 0.5, timelineDurationSec || playbackSec + 0.5)])}
+                      >
+                        设为出点
+                      </Button>
+                      <Button
+                        variant="outline"
+                        size="sm"
+                        onClick={() => {
+                          if (previewRef.current) previewRef.current.currentTime = clipRange[0];
+                        }}
+                      >
+                        跳到入点
+                      </Button>
+                    </div>
+
+                    <div className="grid gap-3 md:grid-cols-2">
+                      <Input
+                        value={clipLabel}
+                        onChange={(event) => setClipLabel(event.target.value)}
+                        placeholder="片段名称，例如：正手节奏稳定段"
+                        className="h-11 rounded-2xl"
+                      />
+                      <Button onClick={() => addClip("manual")} className="h-11 rounded-2xl gap-2">
+                        <Scissors className="h-4 w-4" />
+                        加入剪辑草稿
+                      </Button>
+                    </div>
+                    <Textarea
+                      value={clipNotes}
+                      onChange={(event) => setClipNotes(event.target.value)}
+                      placeholder="记录这个片段为什么要保留，或后续想怎么讲解"
+                      className="min-h-24 rounded-2xl"
+                    />
+                  </CardContent>
+                </Card>
+              </section>
+
+              <aside className="space-y-4">
+                <Card className="border-0 shadow-sm">
+                  <CardHeader className="pb-3">
+                    <CardTitle className="text-base">建议片段</CardTitle>
+                    <CardDescription>来自视频分析关键时刻，可一键加入剪辑草稿。</CardDescription>
+                  </CardHeader>
+                  <CardContent className="space-y-3">
+                    {suggestedClips.length === 0 ? (
+                      <div className="rounded-2xl border border-dashed border-border/60 px-4 py-8 text-center text-sm text-muted-foreground">
+                        当前视频暂无自动建议片段。
+                      </div>
+                    ) : (
+                      suggestedClips.map((clip: ClipDraft) => (
+                        <div key={clip.id} className="rounded-2xl border border-border/60 bg-muted/20 p-4">
+                          <div className="font-medium">{clip.label}</div>
+                          <div className="mt-1 text-xs text-muted-foreground">
+                            {formatSeconds(clip.startSec)} - {formatSeconds(clip.endSec)}
+                          </div>
+                          <div className="mt-2 text-sm text-muted-foreground">{clip.notes}</div>
+                          <div className="mt-3 flex gap-2">
+                            <Button
+                              variant="outline"
+                              size="sm"
+                              onClick={() => {
+                                setClipRange([clip.startSec, clip.endSec]);
+                                if (previewRef.current) previewRef.current.currentTime = clip.startSec;
+                              }}
+                            >
+                              预览
+                            </Button>
+                            <Button size="sm" onClick={() => addClip("suggested", clip)}>加入草稿</Button>
+                          </div>
+                        </div>
+                      ))
+                    )}
+                  </CardContent>
+                </Card>
+
+                <Card className="border-0 shadow-sm">
+                  <CardHeader className="pb-3">
+                    <CardTitle className="text-base">剪辑草稿</CardTitle>
+                    <CardDescription>草稿保存在浏览器本地，可随时导出给后续后台剪辑任务使用。</CardDescription>
+                  </CardHeader>
+                  <CardContent className="space-y-3">
+                    {clipDrafts.length === 0 ? (
+                      <div className="rounded-2xl border border-dashed border-border/60 px-4 py-8 text-center text-sm text-muted-foreground">
+                        还没有片段草稿。
+                      </div>
+                    ) : (
+                      clipDrafts.map((clip: ClipDraft) => (
+                        <div key={clip.id} className="rounded-2xl border border-border/60 bg-muted/20 p-4">
+                          <div className="flex items-start justify-between gap-3">
+                            <div>
+                              <div className="flex items-center gap-2">
+                                <span className="font-medium">{clip.label}</span>
+                                <Badge variant="outline">{clip.source === "manual" ? "手动" : "建议"}</Badge>
+                              </div>
+                              <div className="mt-1 text-xs text-muted-foreground">
+                                {formatSeconds(clip.startSec)} - {formatSeconds(clip.endSec)}
+                              </div>
+                            </div>
+                            <Button
+                              variant="ghost"
+                              size="icon"
+                              onClick={() => setClipDrafts((current) => current.filter((item) => item.id !== clip.id))}
+                            >
+                              <Trash2 className="h-4 w-4" />
+                            </Button>
+                          </div>
+                          {clip.notes ? <div className="mt-2 text-sm text-muted-foreground">{clip.notes}</div> : null}
+                        </div>
+                      ))
+                    )}
+                  </CardContent>
+                </Card>
+              </aside>
+            </div>
+          ) : null}
+
+          <DialogFooter className="flex gap-2">
+            <Button
+              variant="outline"
+              onClick={() => {
+                if (!selectedVideo) return;
+                downloadJson(`${selectedVideo.title}-clip-plan.json`, {
+                  videoId: selectedVideo.id,
+                  title: selectedVideo.title,
+                  url: selectedVideo.url,
+                  clipDrafts,
+                  exportedAt: new Date().toISOString(),
+                });
+              }}
+              className="gap-2"
+            >
+              <Download className="h-4 w-4" />
+              导出草稿
+            </Button>
+            <Button variant="outline" onClick={() => setEditorOpen(false)}>关闭</Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
     </div>
   );
 }

docs/FEATURES.md

@@ -19,6 +19,7 @@
 
 - 视频上传分析：上传 `webm/mp4` 视频进入视频库并触发分析流程
 - 实时摄像头分析：浏览器端调用 MediaPipe，自动识别 `forehand/backhand/serve/volley/overhead/slice/lob/unknown`
+- 识别稳定化：最近 6 帧动作结果会做时序加权和 winner/runner-up 比较，降低动作标签抖动
 - 连续动作片段：自动聚合连续同类动作区间，单段不超过 10 秒，并保存得分、置信度与反馈摘要
 - 实时分析录制：分析阶段可同步保留浏览器端本地录制视频，停止分析后自动登记到系统
 - 训练数据回写：实时分析与录制数据自动写入训练记录、日训练聚合、成就系统和 NTRP 评分
@@ -26,6 +27,7 @@
 - 多模态图片输入：上传关键帧后会转换为公网可访问的绝对 URL，再提交给视觉模型
 - 视觉标准图库：内置网球公网参考图，可直接发起视觉识别测试并保存结果
 - 视频库：集中展示录制结果、上传结果和分析摘要
+- PC 轻剪辑：视频库内可直接打开轻剪辑工作台，支持预览、设定入点/出点、建议片段和草稿导出
 
 ### 在线录制与媒体链路
 
@@ -67,7 +69,7 @@
 - 仪表盘、训练、视频、录制、分析等模块一致的布局结构
 - 全局任务中心：桌面侧边栏和移动端头部都可查看后台任务
 - Admin 视觉测试页：`H1` 这类 admin 用户可查看全部视觉测试数据
-- 为后续 PC 粗剪时间线预留媒体域与文档规范
+- 视频库内置轻剪辑工作台，可在桌面端快速完成粗剪草稿、建议片段复核和导出
 
 ## 架构能力
 
@@ -87,7 +89,7 @@
 
 - 浏览器录制兼容目标以 Chrome 为主
 - 当前 WebRTC 重点是浏览器到服务端的实时上行，不是多观众直播分发
-- 当前 PC 剪辑仍处于基础媒体域准备阶段，未交付完整多轨编辑器
+- 当前 PC 剪辑已交付轻量草稿工作台，但未交付完整多轨编辑器、批量转码和最终成片渲染
 - 当前存储策略为本地卷优先，未接入对象存储归档
 - 当前 `.env` 配置的视觉网关若忽略 `LLM_VISION_MODEL`，系统会回退到文本纠正；代码已支持独立视觉模型配置，但上游网关能力仍需单独确认
 - 当前实时动作识别仍基于姿态启发式分类，不是专门训练的动作识别模型
@@ -103,7 +105,7 @@
 
 ### PC 轻剪与训练回放
 
-- 交付单轨时间线粗剪：入点、出点、片段删除、关键帧封面和 marker 跳转
+- 在当前轻剪辑工作台基础上继续交付单轨时间线粗剪：片段拖拽、片段删除、关键帧封面和 marker 跳转
 - 增加“剪辑计划”实体，允许把自动 marker、手动 marker 和 AI 建议片段一起保存
 - 提供双栏回放模式：左侧原视频，右侧姿态轨迹、节奏评分和文字纠正同步滚动
 - 支持从视频库直接发起导出任务，在后台生成训练集锦或问题片段合集

docs/testing.md

@@ -24,6 +24,7 @@
 - 视觉模型 per-request model override 能力
 - 视觉标准图库路由与 admin/H1 全量可见性逻辑
 - 媒体工具函数，例如录制时长格式化与码率选择
+- 实时分析动作片段保存、成就回写和 NTRP 刷新入队逻辑
 
 ### 3. Go 媒体服务测试
 
@@ -48,6 +49,7 @@
 
 这样可以自动验证前端主流程，而不依赖真实摄像头权限和真实 WebRTC 网络环境。
 当前 E2E 已覆盖新的后台任务流、实时分析入口、录制焦点视图和任务中心依赖的接口 mock。
+当前 E2E 还覆盖视频库轻剪辑工作台，包括建议片段渲染、轻剪辑入口和草稿导出入口。
 
 首次在新库或新 schema 上执行前，先跑：
 
@@ -123,6 +125,18 @@ pnpm test:llm
 - 打开 `https://te.hao.work/live-camera`
 - 确认没有 `pageerror` 或首屏 `console.error`
 
+真实站点 Playwright smoke script 可直接复用：
+
+```bash
+xvfb-run -a bash -lc 'cd /root/.codex/skills/playwright-skill && node run.js /tmp/playwright-te-smoke.js'
+```
+
+2026-03-15 已实际完成一次真实环境联调：
+
+- 初次 smoke 发现 `https://te.hao.work/checkin` 仍显示旧版“每日打卡 / 训练打卡”，确认现网落后于仓库代码
+- 执行 `docker compose up -d --build migrate app app-worker` 后再次 smoke
+- 复测 `login / checkin / videos / recorder / live-camera / admin` 全部通过，且未捕获 `pageerror` / `console.error`
+
 ## Local browser prerequisites
 
 首次运行 Playwright 前执行：

docs/verified-features.md

@@ -1,12 +1,12 @@
 # Verified Features
 
-本文档记录当前已经通过自动化验证或构建验证的项目。更新时间：2026-03-15 01:39 CST。
+本文档记录当前已经通过自动化验证或构建验证的项目。更新时间：2026-03-15 02:09 CST。
 
 ## 最新完整验证记录
 
 - 通过命令：`pnpm verify`
-- 验证时间：2026-03-15 01:38 - 01:39 CST
+- 验证时间：2026-03-15 02:09 - 02:10 CST
-- 结果摘要：`pnpm check` 通过，`pnpm test` 通过（95/95），`pnpm test:go` 通过，`pnpm build` 通过，`pnpm test:e2e` 通过（6/6）
+- 结果摘要：`pnpm check` 通过，`pnpm test` 通过（95/95），`pnpm test:go` 通过，`pnpm build` 通过，`pnpm test:e2e` 通过（7/7）
 - 数据库状态：已执行 `set -a && source .env && set +a && pnpm exec drizzle-kit migrate`，`0007_grounded_live_ops` 已成功应用
 
 ## 生产部署联测
@@ -14,6 +14,7 @@
 | 项目 | 验证方式 | 状态 |
 |------|----------|------|
 | `https://te.hao.work/` HTTPS 访问 | `curl -I https://te.hao.work/` | 通过 |
+| `https://te.hao.work/checkin` 成就系统路由 | Playwright 登录后检查“成就系统” | 通过 |
 | `https://te.hao.work/logs` 日志页访问 | `curl -I https://te.hao.work/logs` | 通过 |
 | `https://te.hao.work/vision-lab` 视觉测试页访问 | `curl -I https://te.hao.work/vision-lab` | 通过 |
 | `http://te.hao.work:8302/` 4 位端口访问 | `curl -I http://te.hao.work:8302/` | 通过 |
@@ -22,11 +23,13 @@
 | 新用户邀请码校验 | Playwright 验证无邀请码被拦截、正确邀请码 `CA2026` 可创建新账号 | 通过 |
 | 日志页访问 | Playwright 以 `H1` 登录并访问 `/logs` | 通过 |
 | 生产训练 / 实时分析 / 录制 / 视频库页面加载 | Playwright 访问 `/training`、`/live-camera`、`/recorder`、`/videos` | 通过 |
+| 生产视频库轻剪辑入口 | 本地 `pnpm test:e2e` + 真实站点 `/videos` smoke | 通过 |
 | 生产训练计划后台任务提交 | Playwright 点击训练计划生成按钮并收到后台任务反馈 | 通过 |
 | 生产移动端录制焦点视图 | Playwright 移动端视口打开 `/recorder` 并验证焦点入口与操作壳层 | 通过 |
 | 生产前端运行时异常检查 | Playwright `pageerror` / `console.error` 检查 | 通过 |
 | 媒体健康检查 | `curl http://127.0.0.1:8081/media/health` | 通过 |
 | compose 自包含服务 | `docker compose ps -a` 中 `app` / `app-worker` / `db` / `media` / `media-worker` 正常运行，`migrate` 成功退出 | 通过 |
+| 生产版本追平 | `docker compose up -d --build migrate app app-worker` 后复测 `login / checkin / videos / recorder / live-camera / admin` | 通过 |
 
 ## 构建与编译通过
 
@@ -75,6 +78,7 @@
 | 仪表盘 | 认证后主标题与入口按钮渲染 | 通过 |
 | 训练计划 | 训练计划页加载与生成入口可见 | 通过 |
 | 视频库 | 视频卡片渲染 | 通过 |
+| 视频库轻剪辑 | 打开轻剪辑工作台、显示建议片段、展示导出草稿入口 | 通过 |
 | 实时分析 | 摄像头启动入口渲染 | 通过 |
 | 实时分析打分 | 启动分析后出现实时评分结果 | 通过 |
 | 在线录制 | 启动摄像头、开始录制、手动标记、结束归档 | 通过 |

tests/e2e/app.spec.ts

@@ -35,6 +35,16 @@ test("videos page renders video library items", async ({ page }) => {
   await expect(page.getByTestId("video-card")).toHaveCount(1);
 });
 
+test("videos page opens lightweight clip editor", async ({ page }) => {
+  await installAppMocks(page, { authenticated: true });
+
+  await page.goto("/videos");
+  await page.getByRole("button", { name: "轻剪辑" }).click();
+  await expect(page.getByText("PC 轻剪辑工作台")).toBeVisible();
+  await expect(page.locator("text=建议保留：正手启动").first()).toBeVisible();
+  await expect(page.getByRole("button", { name: "导出草稿" })).toBeVisible();
+});
+
 test("live camera page exposes camera startup controls", async ({ page }) => {
   await installAppMocks(page, { authenticated: true });
 

tests/e2e/helpers/mockApp.ts

@@ -581,6 +581,11 @@ export async function installAppMocks(
         shotCount: 16,
         avgSwingSpeed: 6.2,
         strokeConsistency: 82,
+        framesAnalyzed: 180,
+        keyMoments: [
+          { frame: 45, type: "shot", description: "建议保留：正手启动" },
+          { frame: 110, type: "shot", description: "建议保留：击球后收拍" },
+        ],
         createdAt: nowIso(),
       },
     ],