diff --git a/Cargo.lock b/Cargo.lock
index f69e4ce..3519592 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1952,6 +1952,7 @@ dependencies = [
  "serde",
  "serde_json",
  "tokio",
+ "tokio-util",
  "tracing",
  "uuid",
 ]
diff --git a/apps/video2slides/Cargo.toml b/apps/video2slides/Cargo.toml
index 0577649..f9d7df4 100644
--- a/apps/video2slides/Cargo.toml
+++ b/apps/video2slides/Cargo.toml
@@ -15,3 +15,4 @@ serde_json = { workspace = true }
 tracing = { workspace = true }
 image = { workspace = true }
 uuid = { workspace = true }
+tokio-util = { version = "0.7", features = ["io"] }
diff --git a/apps/video2slides/frontend/index.html b/apps/video2slides/frontend/index.html
index a30cfd7..5835af8 100644
--- a/apps/video2slides/frontend/index.html
+++ b/apps/video2slides/frontend/index.html
@@ -52,13 +52,21 @@
 
   /* 网格 */
   .grid{display:grid;grid-template-columns:repeat(auto-fill,minmax(180px,1fr));gap:12px}
-  .card{background:var(--panel);border:2px solid transparent;border-radius:10px;overflow:hidden;transition:opacity .15s,border-color .15s,filter .15s;cursor:pointer}
-  .card img{width:100%;aspect-ratio:16/9;object-fit:cover;display:block;background:#000}
+  .card{position:relative;background:var(--panel);border:2px solid transparent;border-radius:10px;overflow:hidden;transition:opacity .15s,border-color .15s;cursor:pointer}
+  .card img{width:100%;aspect-ratio:16/9;object-fit:cover;display:block;background:#000;transition:filter .15s}
   .card .cap{display:flex;justify-content:space-between;padding:5px 8px;font-size:11px;color:var(--mut)}
   .card .cap .d{font-variant-numeric:tabular-nums}
   .card.keep{border-color:var(--keep)}
-  .card.dim{opacity:.4;filter:grayscale(1)}
-  .card.dim:hover{opacity:.85;filter:grayscale(0)}
+  .card.dim{opacity:.45}
+  .card.dim img{filter:grayscale(1)}
+  .card.dim:hover{opacity:.92}
+  .card.dim:hover img{filter:grayscale(0)}
+  /* 手动 use/discard 标记 —— 放图片上层、保持彩色（不被 dim 灰化），不挡点击 */
+  .card .pin{position:absolute;top:6px;left:6px;font-size:10px;line-height:1;padding:3px 6px;border-radius:6px;font-weight:700;display:none;z-index:2;pointer-events:none;box-shadow:0 1px 4px rgba(0,0,0,.4)}
+  .card.pinned .pin{display:block}
+  .card .pin.use{background:var(--keep);color:#1a1500}
+  .card .pin.discard{background:var(--err);color:#fff}
+  .card.pinned{box-shadow:0 0 0 2px rgba(255,255,255,.12) inset}
 
   /* 悬停大图预览 */
   #preview{position:fixed;z-index:100;pointer-events:none;display:none;border:2px solid var(--accent);border-radius:10px;overflow:hidden;box-shadow:0 12px 40px rgba(0,0,0,.6);background:#000}
@@ -86,6 +94,10 @@
   .row{display:flex;gap:10px;align-items:center}
   .err{color:var(--err);font-size:12px}
   .pager{display:flex;gap:6px;align-items:center}
+  #expmask{position:fixed;inset:0;z-index:200;background:rgba(0,0,0,.65);display:none;align-items:center;justify-content:center}
+  #expmask.on{display:flex}
+  #expmask .box2{background:var(--panel);border:1px solid var(--line);border-radius:14px;padding:24px 30px;text-align:center}
+  #ebar{display:block;height:100%;background:linear-gradient(90deg,var(--accent2),var(--accent));width:0;transition:width .15s}
   .pager .pg{padding:4px 9px;background:var(--panel);border:1px solid var(--line);border-radius:6px;cursor:pointer;font-size:12px}
   .pager .pg.cur{background:var(--accent);color:#1a1500;border-color:var(--accent)}
   .switch{display:flex;align-items:center;gap:6px;font-size:12px;color:var(--mut);cursor:pointer;user-select:none}
@@ -111,6 +123,11 @@
 
 <div id="preview"><img id="previewImg" alt="" /><div class="pcap" id="previewCap"></div></div>
 
+<div id="expmask"><div class="box2">
+  <div class="progress" style="width:280px"><i id="ebar"></i></div>
+  <div class="pmsg" id="emsg">导出中…</div>
+</div></div>
+
 <script>
 const $ = (s,r=document)=>r.querySelector(s);
 const el = (t,c)=>{const e=document.createElement(t);if(c)e.className=c;return e;};
@@ -138,6 +155,7 @@ let videos=[];
 let cur=null;          // 当前打开的 video 对象 (来自 frames 接口)
 let curId=null;
 let threshold=10, page=0, pageSize=48, onlyKept=false;
+let overrides={};      // idx -> true(手动保留) / false(手动弃用)，覆盖阈值判定
 let pollTimer=null;
 
 // ====================== 侧栏 ======================
@@ -166,7 +184,7 @@ function renderSidebar(){
 // ====================== 打开视频 / 路由渲染 ======================
 async function openVideo(vid){
   stopPoll();
-  curId=vid;page=0;
+  curId=vid;page=0;overrides={};
   const v=videos.find(x=>x.video_id===vid);
   renderSidebar();
   if(v && (v.status==='processing'||v.status==='extracting'||v.status==='queued')){
@@ -223,9 +241,30 @@ function progressPane(){
 }
 
 // ====================== Toolbar + 网格 ======================
-function keptOf(f){return f.diff===null||f.diff===undefined||f.diff>=threshold;}
+// 阈值给的是默认判定；overrides 是手动例外（点击切换），手动优先。
+function autoKeep(f){return f.diff===null||f.diff===undefined||f.diff>=threshold;}
+function keptOf(f){return (f.idx in overrides)?overrides[f.idx]:autoKeep(f);}
 function shown(){return onlyKept?cur.frames.filter(keptOf):cur.frames;}
 
+// 点击卡片：切换 保留/弃用。若切回与阈值默认一致，则清掉该例外（回归自动）。
+function toggleFrame(f){
+  const next=!keptOf(f);
+  if(next===autoKeep(f)) delete overrides[f.idx]; else overrides[f.idx]=next;
+  updateStats();
+  if(onlyKept){renderGrid();}        // 弃用后该帧应从「仅保留」视图消失
+  else { const card=document.querySelector(`.card[data-idx="${f.idx}"]`); if(card)paintCard(card,f); }
+}
+
+// 统一刷新一张卡片的 保留/弃用/手动标记 外观
+function paintCard(card,f){
+  const k=keptOf(f), pinned=(f.idx in overrides);
+  card.classList.toggle('keep',k);
+  card.classList.toggle('dim',!k);
+  card.classList.toggle('pinned',pinned);
+  let pin=card.querySelector('.pin');
+  if(pin){pin.className='pin '+(k?'use':'discard');pin.textContent=k?'✓ 手动保留':'✕ 手动弃用';}
+}
+
 function buildToolbar(){
   const t=el('div','toolbar');
   // 阈值
@@ -242,9 +281,12 @@ function buildToolbar(){
   g2.append(cb,document.createTextNode('仅显示保留帧'));
   // 统计
   const g3=el('div','grp');g3.innerHTML=`<span class="stat" id="stat"></span>`;
-  // 间隔 + 重分析
+  // 导出 / 重置手动 / 间隔 / 重分析
   const g4=el('div','grp');g4.style.marginLeft='auto';
-  g4.innerHTML=`<span class="stat">间隔 ${cur.interval}s</span>`;
+  const exp=el('button','sm');exp.textContent='⬇ 导出 PDF';exp.onclick=exportPdf;
+  const rs=el('button','ghost sm');rs.textContent='重置手动';rs.title='清除所有手动 保留/弃用，回到纯阈值判定';
+  rs.onclick=()=>{overrides={};updateStats();onlyKept?renderGrid():applyClasses();};
+  g4.append(exp,rs,el('span','stat'));g4.lastChild.textContent=`间隔 ${cur.interval}s`;
   const re=el('button','ghost sm');re.textContent='重新分析';re.onclick=()=>{cur.status='uploaded';render();};
   g4.appendChild(re);
   // 分页
@@ -257,7 +299,8 @@ function buildToolbar(){
 function updateStats(){
   const total=cur.frames.length;
   const kept=cur.frames.filter(keptOf).length;
-  const s=$('#stat');if(s)s.innerHTML=`保留 <b>${kept}</b> / 共 ${total} 帧`;
+  const man=Object.keys(overrides).length;
+  const s=$('#stat');if(s)s.innerHTML=`保留 <b>${kept}</b> / 共 ${total} 帧`+(man?` <span style="opacity:.7">· 手动 ${man}</span>`:'');
 }
 
 function renderGrid(){
@@ -268,12 +311,15 @@ function renderGrid(){
   const slice=list.slice(page*pageSize,(page+1)*pageSize);
   const grid=el('div','grid');
   for(const f of slice){
-    const card=el('div','card'+(keptOf(f)?' keep':' dim'));
-    card.dataset.idx=f.idx;
+    const card=el('div','card');
+    card.dataset.idx=f.idx;card.title='点击切换 保留/弃用';
+    const pin=el('span','pin');
     const img=el('img');img.loading='lazy';img.src=imgUrl(curId,'thumb',f.idx);img.alt='';
     const cap=el('div','cap');
     cap.innerHTML=`<span>${fmtT(f.t)}</span><span class="d">${f.diff===null||f.diff===undefined?'—':'Δ'+f.diff}</span>`;
-    card.append(img,cap);
+    card.append(pin,img,cap);
+    paintCard(card,f);
+    card.onclick=()=>toggleFrame(f);
     bindHover(card,f);
     grid.appendChild(card);
   }
@@ -298,7 +344,7 @@ function renderPager(){
 function applyClasses(){
   document.querySelectorAll('.card').forEach(card=>{
     const idx=+card.dataset.idx;const f=cur.frames.find(x=>x.idx===idx);if(!f)return;
-    const k=keptOf(f);card.classList.toggle('keep',k);card.classList.toggle('dim',!k);
+    paintCard(card,f);
   });
 }
 
@@ -378,6 +424,38 @@ function startPoll(){
 }
 function stopPoll(){if(pollTimer){clearInterval(pollTimer);pollTimer=null;}}
 
+// ====================== 导出 PDF（服务端生成 + 进度条）======================
+let exporting=false;
+async function exportPdf(){
+  if(exporting)return;
+  const idxs=cur.frames.filter(keptOf).map(f=>f.idx);
+  if(!idxs.length){alert('没有要导出的帧 —— 调低阈值或手动保留几帧再试');return;}
+  if(idxs.length>1000 && !confirm(`要导出 ${idxs.length} 页，PDF 会比较大、耗时长，继续？`))return;
+  exporting=true;
+  const mask=$('#expmask'),bar=$('#ebar'),msg=$('#emsg');
+  bar.style.width='0%';msg.textContent=`启动导出（${idxs.length} 帧）…`;mask.classList.add('on');
+  const vid=curId;
+  try{
+    await api(`/api/videos/${vid}/pdf`,{method:'POST',headers:{'Content-Type':'application/json'},body:JSON.stringify({frames:idxs})});
+    // 轮询进度
+    await new Promise((resolve,reject)=>{
+      const t=setInterval(async()=>{
+        let j;try{j=await api(`/api/videos/${vid}/pdf/status`);}catch{return;}
+        bar.style.width=Math.round((j.progress||0)*100)+'%';
+        msg.textContent=j.message||j.status;
+        if(j.status==='done'){clearInterval(t);resolve();}
+        else if(j.status==='error'){clearInterval(t);reject(new Error(j.error||'导出出错'));}
+      },400);
+    });
+    // 触发下载（GET + ?c=，<a download> 带不了头）
+    const a=el('a');a.href=`/api/videos/${vid}/pdf/download?c=${encodeURIComponent(CLIENT)}`;a.download='';
+    document.body.appendChild(a);a.click();a.remove();
+    msg.textContent='完成，开始下载';
+    await new Promise(r=>setTimeout(r,500));
+  }catch(e){alert(e.message||'导出失败');}
+  finally{exporting=false;mask.classList.remove('on');}
+}
+
 window.addEventListener('resize',()=>{if(hoverIdx!=null)pv.style.display='none';});
 
 // ====================== 启动 ======================
diff --git a/apps/video2slides/src/core.rs b/apps/video2slides/src/core.rs
index c44779d..773df32 100644
--- a/apps/video2slides/src/core.rs
+++ b/apps/video2slides/src/core.rs
@@ -9,7 +9,7 @@
 //!         meta.json         { name, size, duration, interval, status, frames:[{idx,t,diff}] }
 
 use std::collections::HashMap;
-use std::io::{BufRead, BufReader, Read, Write};
+use std::io::{BufRead, BufReader, BufWriter, Read, Write};
 use std::path::{Path, PathBuf};
 use std::process::{Command, Stdio};
 use std::sync::{Arc, Mutex};
@@ -434,3 +434,206 @@ pub fn start_analysis(
     });
     Ok(())
 }
+
+// ---------------------------------------------------------------------------
+// PDF 导出：把选中的帧（彩色全图 JPEG）逐张以 DCTDecode 嵌进 PDF。
+// 关键：边读边写到磁盘文件，一次只在内存里拿一张 JPEG，避免大视频 OOM。
+// ---------------------------------------------------------------------------
+
+pub const EXPORT_FILE: &str = "export.pdf";
+
+/// 只扫 JPEG 头拿到 (宽, 高, 分量数)，不解码像素 —— 省内存。
+fn jpeg_info(b: &[u8]) -> Option<(u32, u32, u8)> {
+    if b.len() < 4 || b[0] != 0xFF || b[1] != 0xD8 {
+        return None;
+    }
+    let mut i = 2usize;
+    while i + 4 <= b.len() {
+        if b[i] != 0xFF {
+            i += 1;
+            continue;
+        }
+        let marker = b[i + 1];
+        // 无长度的标记：填充 0xFF、RSTn(D0-D7)、SOI(D8)、EOI(D9)、TEM(01)
+        if marker == 0xFF {
+            i += 1;
+            continue;
+        }
+        if marker == 0xD8 || marker == 0xD9 || marker == 0x01 || (0xD0..=0xD7).contains(&marker) {
+            i += 2;
+            continue;
+        }
+        if i + 4 > b.len() {
+            break;
+        }
+        let len = ((b[i + 2] as usize) << 8) | b[i + 3] as usize;
+        // SOF0..SOF15，排除 DHT(C4)/JPG(C8)/DAC(CC)
+        let is_sof = matches!(marker,
+            0xC0 | 0xC1 | 0xC2 | 0xC3 | 0xC5 | 0xC6 | 0xC7 | 0xC9 | 0xCA | 0xCB | 0xCD | 0xCE | 0xCF);
+        if is_sof {
+            let p = i + 4; // 段数据：precision(1) height(2) width(2) comps(1)
+            if p + 6 > b.len() {
+                return None;
+            }
+            let h = ((b[p + 1] as u32) << 8) | b[p + 2] as u32;
+            let w = ((b[p + 3] as u32) << 8) | b[p + 4] as u32;
+            let c = b[p + 5];
+            return Some((w, h, c));
+        }
+        i += 2 + len;
+    }
+    None
+}
+
+fn wb<W: Write>(w: &mut W, pos: &mut u64, bytes: &[u8]) -> std::io::Result<()> {
+    w.write_all(bytes)?;
+    *pos += bytes.len() as u64;
+    Ok(())
+}
+
+fn build_pdf_to_file(
+    root: &Path,
+    client: &str,
+    vid: &str,
+    idxs: &[u32],
+    job: &Mutex<Job>,
+) -> Result<(), String> {
+    let frames_dir = video_dir(root, client, vid).join("frames");
+    let n = idxs.len();
+    if n == 0 {
+        return Err("没有要导出的帧".into());
+    }
+
+    let tmp = video_dir(root, client, vid).join("export.pdf.tmp");
+    let f = std::fs::File::create(&tmp).map_err(|e| e.to_string())?;
+    let mut w = BufWriter::new(f);
+    let mut pos: u64 = 0;
+
+    let total_objs = 2 + n * 3; // catalog + pages + 每帧 3 个对象
+    let mut offsets = vec![0u64; total_objs + 1]; // 1-based
+
+    let res = (|| -> std::io::Result<()> {
+        wb(&mut w, &mut pos, b"%PDF-1.7\n%\xE2\xE3\xCF\xD3\n")?;
+
+        offsets[1] = pos;
+        wb(&mut w, &mut pos, b"1 0 obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n")?;
+
+        offsets[2] = pos;
+        let kids: String = (0..n).map(|k| format!("{} 0 R ", 3 + k * 3)).collect();
+        wb(&mut w, &mut pos,
+            format!("2 0 obj\n<< /Type /Pages /Kids [ {kids}] /Count {n} >>\nendobj\n").as_bytes())?;
+
+        for (k, &idx) in idxs.iter().enumerate() {
+            let p = frames_dir.join(format!("{idx:06}.jpg"));
+            let data = std::fs::read(&p)
+                .map_err(|_| std::io::Error::other(format!("帧 {idx} 不存在")))?;
+            let (iw, ih, comps) = jpeg_info(&data)
+                .ok_or_else(|| std::io::Error::other(format!("帧 {idx} 不是有效 JPEG")))?;
+            let cs = match comps {
+                1 => "DeviceGray",
+                4 => "DeviceCMYK",
+                _ => "DeviceRGB",
+            };
+            let page_id = 3 + k * 3;
+            let content_id = 4 + k * 3;
+            let image_id = 5 + k * 3;
+
+            offsets[page_id] = pos;
+            wb(&mut w, &mut pos, format!(
+                "{page_id} 0 obj\n<< /Type /Page /Parent 2 0 R /MediaBox [0 0 {iw} {ih}] \
+                 /Resources << /XObject << /Im0 {image_id} 0 R >> >> /Contents {content_id} 0 R >>\nendobj\n"
+            ).as_bytes())?;
+
+            let content = format!("q\n{iw} 0 0 {ih} 0 0 cm\n/Im0 Do\nQ\n");
+            offsets[content_id] = pos;
+            wb(&mut w, &mut pos,
+                format!("{content_id} 0 obj\n<< /Length {} >>\nstream\n", content.len()).as_bytes())?;
+            wb(&mut w, &mut pos, content.as_bytes())?;
+            wb(&mut w, &mut pos, b"endstream\nendobj\n")?;
+
+            offsets[image_id] = pos;
+            wb(&mut w, &mut pos, format!(
+                "{image_id} 0 obj\n<< /Type /XObject /Subtype /Image /Width {iw} /Height {ih} \
+                 /ColorSpace /{cs} /BitsPerComponent 8 /Filter /DCTDecode /Length {} >>\nstream\n",
+                data.len()
+            ).as_bytes())?;
+            wb(&mut w, &mut pos, &data)?;
+            wb(&mut w, &mut pos, b"\nendstream\nendobj\n")?;
+            // data 在这里 drop，内存峰值始终只有一张帧
+
+            upd(job, |j| {
+                j.progress = (k + 1) as f64 / n as f64;
+                j.frame_count = (k + 1) as u32;
+                j.message = format!("写入 PDF {}/{}", k + 1, n);
+            });
+        }
+
+        // xref
+        let xref_off = pos;
+        wb(&mut w, &mut pos, format!("xref\n0 {}\n", total_objs + 1).as_bytes())?;
+        wb(&mut w, &mut pos, b"0000000000 65535 f \n")?;
+        for id in 1..=total_objs {
+            wb(&mut w, &mut pos, format!("{:010} 00000 n \n", offsets[id]).as_bytes())?;
+        }
+        wb(&mut w, &mut pos, format!(
+            "trailer\n<< /Size {} /Root 1 0 R >>\nstartxref\n{xref_off}\n%%EOF\n",
+            total_objs + 1
+        ).as_bytes())?;
+        w.flush()?;
+        Ok(())
+    })();
+
+    if let Err(e) = res {
+        drop(w);
+        let _ = std::fs::remove_file(&tmp);
+        return Err(e.to_string());
+    }
+    drop(w);
+    std::fs::rename(&tmp, video_dir(root, client, vid).join(EXPORT_FILE)).map_err(|e| e.to_string())?;
+    Ok(())
+}
+
+/// 启动后台 PDF 导出任务。
+pub fn start_export(
+    root: PathBuf,
+    exports: JobMap,
+    client: String,
+    vid: String,
+    idxs: Vec<u32>,
+) -> Result<(), String> {
+    if idxs.is_empty() {
+        return Err("没有要导出的帧".into());
+    }
+    if !video_dir(&root, &client, &vid).join("frames").is_dir() {
+        return Err("帧不存在，请先分析".into());
+    }
+    // 删掉旧导出，避免下载到上一次的
+    let _ = std::fs::remove_file(video_dir(&root, &client, &vid).join(EXPORT_FILE));
+
+    let job = Arc::new(Mutex::new(Job {
+        status: "exporting".into(),
+        message: "准备导出…".into(),
+        ..Default::default()
+    }));
+    if let Ok(mut map) = exports.lock() {
+        map.insert(job_key(&client, &vid), job.clone());
+    }
+
+    tokio::task::spawn_blocking(move || {
+        let n = idxs.len();
+        match build_pdf_to_file(&root, &client, &vid, &idxs, &job) {
+            Ok(()) => upd(&job, |j| {
+                j.status = "done".into();
+                j.progress = 1.0;
+                j.message = format!("完成，{n} 页");
+            }),
+            Err(e) => upd(&job, |j| {
+                j.status = "error".into();
+                j.error = e.clone();
+                j.message = format!("导出出错: {e}");
+            }),
+        }
+    });
+    Ok(())
+}
+
diff --git a/apps/video2slides/src/handlers.rs b/apps/video2slides/src/handlers.rs
index cd8b35a..93c4e65 100644
--- a/apps/video2slides/src/handlers.rs
+++ b/apps/video2slides/src/handlers.rs
@@ -6,7 +6,7 @@ use std::path::{Path, PathBuf};
 use std::sync::{Arc, Mutex};
 
 use axum::extract::{Multipart, Path as AxPath, Query, State};
-use axum::http::{header, HeaderMap, StatusCode};
+use axum::http::{header, HeaderMap, HeaderValue, StatusCode};
 use axum::response::{IntoResponse, Response};
 use axum::Json;
 use serde::Deserialize;
@@ -21,7 +21,8 @@ const UPLOAD_CHUNK_HINT: usize = 1 << 20;
 #[derive(Clone)]
 pub struct AppState {
     pub root: PathBuf,
-    pub jobs: core::JobMap,
+    pub jobs: core::JobMap,    // 分析任务
+    pub exports: core::JobMap, // PDF 导出任务
 }
 
 impl AppState {
@@ -29,6 +30,7 @@ impl AppState {
         AppState {
             root,
             jobs: Arc::new(Mutex::new(HashMap::new())),
+            exports: Arc::new(Mutex::new(HashMap::new())),
         }
     }
 }
@@ -302,3 +304,114 @@ pub async fn frame(
     let client = client_from(&q, &headers)?;
     serve_img(&st, &client, &vid, "frames", idx).await
 }
+
+// ---------------------------------------------------------------------------
+// PDF 导出：启动后台任务 / 查进度 / 下载
+// ---------------------------------------------------------------------------
+
+#[derive(Deserialize)]
+pub struct PdfReq {
+    frames: Vec<u32>,
+}
+
+pub async fn export_start(
+    State(st): State<AppState>,
+    AxPath(vid): AxPath<String>,
+    headers: HeaderMap,
+    Json(req): Json<PdfReq>,
+) -> Result<Json<Value>, ApiErr> {
+    let client = client_id(&headers)?;
+    if req.frames.is_empty() {
+        return Err(err(StatusCode::BAD_REQUEST, "没有要导出的帧"));
+    }
+    let count = req.frames.len();
+    core::start_export(st.root.clone(), st.exports.clone(), client, vid, req.frames).map_err(|e| {
+        if e.contains("不存在") {
+            err(StatusCode::NOT_FOUND, e)
+        } else {
+            err(StatusCode::BAD_REQUEST, e)
+        }
+    })?;
+    Ok(Json(json!({"ok": true, "count": count})))
+}
+
+pub async fn export_status(
+    State(st): State<AppState>,
+    AxPath(vid): AxPath<String>,
+    headers: HeaderMap,
+) -> Result<Json<Value>, ApiErr> {
+    let client = client_id(&headers)?;
+    if let Some(j) = core::get_job(&st.exports, &client, &vid) {
+        return Ok(Json(json!({
+            "status": j.status,
+            "progress": (j.progress * 10000.0).round() / 10000.0,
+            "message": j.message,
+            "frame_count": j.frame_count,
+            "error": j.error,
+        })));
+    }
+    // 没有活动任务：若已有导出文件则视作完成
+    if core::video_dir(&st.root, &client, &vid).join(core::EXPORT_FILE).exists() {
+        return Ok(Json(json!({"status": "done", "progress": 1.0, "message": "已就绪"})));
+    }
+    Err(err(StatusCode::NOT_FOUND, "无导出任务"))
+}
+
+/// 下载用 GET + `?c=`（用 <a download> 触发，带不了头）。
+fn ascii_fallback(s: &str) -> String {
+    let f: String = s.chars().map(|c| if c.is_ascii_graphic() && c != '"' { c } else { '_' }).collect();
+    if f.trim_matches('_').is_empty() {
+        "slides.pdf".into()
+    } else {
+        f
+    }
+}
+
+fn pct_encode(s: &str) -> String {
+    let mut o = String::new();
+    for b in s.bytes() {
+        if b.is_ascii_alphanumeric() || matches!(b, b'-' | b'_' | b'.' | b'~') {
+            o.push(b as char);
+        } else {
+            o.push('%');
+            o.push_str(&format!("{b:02X}"));
+        }
+    }
+    o
+}
+
+pub async fn export_download(
+    State(st): State<AppState>,
+    AxPath(vid): AxPath<String>,
+    Query(q): Query<ClientQuery>,
+    headers: HeaderMap,
+) -> Result<Response, ApiErr> {
+    let client = client_from(&q, &headers)?;
+    let p = core::video_dir(&st.root, &client, &vid).join(core::EXPORT_FILE);
+    // 流式回传，不把整份 PDF 读进内存（大视频导出可能上百 MB）
+    let file = tokio::fs::File::open(&p)
+        .await
+        .map_err(|_| err(StatusCode::NOT_FOUND, "导出文件不存在，请先导出"))?;
+    let len = file.metadata().await.map(|m| m.len()).ok();
+    let body = axum::body::Body::from_stream(tokio_util::io::ReaderStream::new(file));
+
+    let base = core::read_meta(&st.root, &client, &vid)
+        .map(|m| m.name)
+        .map(|n| n.rsplit_once('.').map(|(a, _)| a.to_string()).unwrap_or(n))
+        .unwrap_or_else(|| "slides".into());
+    let fname = format!("{base}.pdf");
+    let cd = format!(
+        "attachment; filename=\"{}\"; filename*=UTF-8''{}",
+        ascii_fallback(&fname),
+        pct_encode(&fname)
+    );
+    let mut hm = HeaderMap::new();
+    hm.insert(header::CONTENT_TYPE, HeaderValue::from_static("application/pdf"));
+    if let Ok(v) = HeaderValue::from_str(&cd) {
+        hm.insert(header::CONTENT_DISPOSITION, v);
+    }
+    if let Some(l) = len {
+        hm.insert(header::CONTENT_LENGTH, HeaderValue::from(l));
+    }
+    Ok((hm, body).into_response())
+}
diff --git a/apps/video2slides/src/main.rs b/apps/video2slides/src/main.rs
index 239c7d3..6ba1ac4 100644
--- a/apps/video2slides/src/main.rs
+++ b/apps/video2slides/src/main.rs
@@ -35,6 +35,9 @@ async fn main() -> std::io::Result<()> {
         .route("/videos/:id/frames", get(handlers::frames))
         .route("/videos/:id/thumb/:idx", get(handlers::thumb))
         .route("/videos/:id/frame/:idx", get(handlers::frame))
+        .route("/videos/:id/pdf", post(handlers::export_start))
+        .route("/videos/:id/pdf/status", get(handlers::export_status))
+        .route("/videos/:id/pdf/download", get(handlers::export_download))
         .layer(DefaultBodyLimit::disable()) // 视频上传可能很大，关掉默认 2MB 限制
         .with_state(state);