{
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      "url": "https://www.v2ex.com/t/1218202", 
      "date_modified": "2026-06-05T07:22:34+00:00", 
      "content_html": "<blockquote>\n<p><a href=\"https://github.com/goxofy/dino-captcha\" rel=\"nofollow\">https://github.com/goxofy/dino-captcha</a></p>\n</blockquote>\n<p><img alt=\"DinoCaptcha\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://raw.githubusercontent.com/goxofy/dino-captcha/refs/heads/main/show.png\"/></p>\n", 
      "date_published": "2026-06-05T07:22:16+00:00", 
      "title": "\ud83d\udc36\u5468\u4e94\u4e0b\u5348 2 \u4e2a\u949f Vibe \u4e86\u4e00\u4e2a Dino Captcha\uff08\ud83e\udd95\u6050\u9f99\u9a8c\u8bc1\u7801\uff09", 
      "id": "https://www.v2ex.com/t/1218202"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/956826374qq", 
        "name": "956826374qq", 
        "avatar": "https://cdn.v2ex.com/avatar/61c7/e71d/134929_large.png?m=1780482744"
      }, 
      "url": "https://www.v2ex.com/t/1218116", 
      "title": "Android 12+ \u628a LockActivity \u8fd9\u6761\u8def\u6253\u6b7b\u4e86, \u6211\u53ea\u5269 Overlay \u4e00\u6761\u7a84\u8def", 
      "id": "https://www.v2ex.com/t/1218116", 
      "date_published": "2026-06-05T02:35:18+00:00", 
      "content_html": "<p>\u90a3\u662f\u4e00\u4e2a\u5468\u4e09\u51cc\u6668\u4e24\u70b9\u3002</p>\n<p>\u6211\u76ef\u7740 Android Studio \u7684 logcat, \u7b2c\u516b\u6b21\u53d1\u73b0: \u65f6\u95f4\u5230\u4e86, \u6211\u5199\u7684\u90a3\u4e2a\"\u9501\u5c4f\u9875\"\u538b\u6839\u6ca1\u8d77\u6765\u3002</p>\n<p>\u6211\u5bb6\u5a03\u7684\u624b\u673a\u9759\u9759\u5730\u8eba\u5728\u684c\u4e0a, \u4ed6\u5e38\u5237\u7684\u90a3\u4e2a\u77ed\u89c6\u9891\u8fd8\u5728\u7ee7\u7eed\u64ad\u3002</p>\n<p>\u6211\u6253\u5f00\u4fa7\u9501\u5c4f, \u786e\u8ba4\u6211\u7684\u4ee3\u7801\u786e\u5b9e\u8fd0\u884c\u4e86 \u2014\u2014 Activity \u542f\u52a8\u6307\u4ee4\u53d1\u51fa\u53bb\u4e86, \u7cfb\u7edf\u56de\u4e86\u4e00\u4e2a\u6211\u6ca1\u89c1\u8fc7\u7684 warning, \u7136\u540e\u4ec0\u4e48\u90fd\u6ca1\u53d1\u751f\u3002</p>\n<p>\u90a3\u4e00\u77ac\u95f4\u6211\u6709\u4e00\u4e2a\u633a\u8352\u8c2c\u7684\u5ff5\u5934: <strong>\u6211\u505a\u8fd9\u4e2a App \u4e00\u5e74, \u662f\u4e0d\u662f\u4ece\u4e00\u5f00\u59cb\u5c31\u8d70\u5728\u4e00\u6761\u5df2\u7ecf\u88ab\u5835\u6b7b\u7684\u8def\u4e0a</strong>?</p>\n<hr/>\n<h2>\u4e00\u3001\u6211\u4ee5\u4e3a\u8fd9\u662f\u4e00\u4e2a Android \u5165\u95e8\u9898</h2>\n<p>\u6211\u505a\u513f\u7ae5 App, \u6838\u5fc3\u529f\u80fd\u5c31\u4e00\u53e5\u8bdd: \u65f6\u95f4\u5230\u4e86, \u4e0d\u8ba9\u5b69\u5b50\u5207\u56de\u53bb\u7ee7\u7eed\u5237\u3002</p>\n<p>\u6211\u5f53\u65f6\u7684\u8bbe\u8ba1\u6781\u5176\u6734\u7d20 \u2014\u2014 \u8d77\u4e00\u4e2a <code>LockActivity</code>, \u94fa\u6ee1\u5c4f\u5e55, \u5199\u4e00\u4e2a PIN \u8f93\u5165\u6846\u3002\u5bb6\u957f\u8f93 PIN, \u5b69\u5b50\u7ee7\u7eed\u73a9; \u4e0d\u8f93 PIN, \u5c31\u4e00\u76f4\u6321\u7740\u3002</p>\n<p>\u6309 Android \u7684\u6807\u51c6\u505a\u6cd5, \u65f6\u95f4\u5230\u4e86\u5c31\u8c03\u7528 <code>startActivity()</code> \u628a\u8fd9\u4e2a Lock \u9875\u62c9\u8d77\u6765\u3002</p>\n<p>\u5982\u679c\u62c5\u5fc3\u7cfb\u7edf\u4e0d\u7ed9\u62c9\u8d77, \u90a3\u5c31\u518d\u52a0\u4e00\u4e2a <code>fullScreenIntent</code> \u901a\u77e5 \u2014\u2014 \u5168\u5c4f\u610f\u56fe, \u4e13\u95e8\u7ed9\u95f9\u949f\u3001\u6765\u7535\u3001\u7d27\u6025\u63d0\u9192\u8fd9\u7c7b\u573a\u666f\u7528, \u7cfb\u7edf\u4f1a\u5f3a\u5236\u628a\u4f60\u7684 Activity \u62c9\u5230\u6700\u524d\u9762\u3002</p>\n<p>\u6211\u5199\u4e86, \u8dd1\u4e86, \u5728\u6211\u81ea\u5df1\u7684 Pixel \u4e0a\u4e00\u6b21\u8fc7\u3002</p>\n<p>\u90a3\u5929\u665a\u4e0a\u6211\u7279\u522b\u5f00\u5fc3, \u8ddf\u6211\u8001\u5a46\u8bf4: \"\u6838\u5fc3\u529f\u80fd\u641e\u5b9a\u4e86\u3002\"</p>\n<p>\u5979\u95ee: \"\u5c31\u8fd9\u4e48\u7b80\u5355?\"</p>\n<p>\u6211\u8bf4: \"\u5c31\u8fd9\u4e48\u7b80\u5355\u3002Android \u7ed9\u4e86\u73b0\u6210\u7684 API \u3002\"</p>\n<p>\u90a3\u662f\u6211\u6574\u4e2a\u9879\u76ee\u91cc, **\u6700\u540e\u4e00\u6b21\u8bf4\"\u5c31\u8fd9\u4e48\u7b80\u5355\"**\u3002</p>\n<hr/>\n<h2>\u4e8c\u3001Android 12 \u4e4b\u540e, \u8fd9\u6761\u8def\u88ab\u4e00\u5200\u5207\u4e86</h2>\n<p>\u7b2c\u4e8c\u5929\u6211\u6362\u4e86\u4e00\u53f0\u624b\u673a\u6d4b, Android 12 \u7684\u3002</p>\n<p><code>LockActivity</code> \u6ca1\u8d77\u6765\u3002</p>\n<p>\u6211\u4ee5\u4e3a\u662f\u6211\u4ee3\u7801\u5199\u9519\u4e86\u3002</p>\n<p>\u8c03\u4e86\u4e00\u6574\u5929, \u627e\u4e0d\u5230\u539f\u56e0\u3002\u6240\u6709\u7684\u65e5\u5fd7\u90fd\u544a\u8bc9\u6211\"\u542f\u52a8\u6210\u529f\", \u4f46\u5c4f\u5e55\u4e0a\u4ec0\u4e48\u90fd\u6ca1\u6709\u3002</p>\n<p>\u7b2c\u4e09\u5929\u6211\u624d\u5728 Google \u7684\u5b98\u65b9\u6587\u6863\u91cc\u7ffb\u5230\u4e00\u7bc7\u8bf4\u660e \u2014\u2014 Android 12 \u4e4b\u540e, \u5f15\u5165\u4e86\u4e00\u4e2a\u53eb <strong>BAL</strong> \u7684\u4e1c\u897f, \u5168\u79f0 Background Activity Launch \u9650\u5236\u3002</p>\n<p>\u7ffb\u8bd1\u6210\u4eba\u8bdd\u5c31\u662f: <strong>\u4ece\u540e\u53f0\u62c9\u8d77\u4e00\u4e2a Activity \u8fd9\u4ef6\u4e8b, \u88ab\u9ed8\u8ba4\u7981\u6b62\u4e86</strong>\u3002</p>\n<p>\u53ea\u5269\u6781\u5c11\u6570\u60c5\u51b5\u80fd\u8d77\u6765: \u7528\u6237\u521a\u8ddf\u4f60\u7684 App \u4ea4\u4e92\u5b8c\u4e0d\u5230\u51e0\u79d2\u3001\u6709\u53ef\u89c1\u7684 Window \u3001\u662f\u7cfb\u7edf\u7ea7\u6743\u9650\u3002\u6211\u7684\"\u65f6\u95f4\u76d1\u63a7\u670d\u52a1\"\u5728\u540e\u53f0\u8dd1, \u65f6\u95f4\u5230\u4e86\u60f3\u62c9\u8d77\u4e00\u4e2a Activity \u2014\u2014 \u5168\u90e8\u4e0d\u7b26\u5408\u3002</p>\n<p>\u90a3 <code>fullScreenIntent</code> \u5462? \u6211\u52a0\u4e86\u554a\u3002</p>\n<p>\u6211\u53c8\u7ffb\u4e86\u4e00\u665a\u4e0a\u6587\u6863\u3002\u7ed3\u8bba\u662f: \u4ece Android 10 \u5f00\u59cb, \u7cfb\u7edf\u4f1a<strong>\u6084\u6084\u628a\u5168\u5c4f\u610f\u56fe\u964d\u7ea7\u6210\u4e00\u6761\u666e\u901a\u901a\u77e5</strong>, \u9664\u975e\u7528\u6237\u5728\u8bbe\u7f6e\u91cc\u624b\u52a8\u7ed9\u4f60\u8fd9\u4e2a App \u5f00\u6743\u9650\u3002</p>\n<p>\u8fd9\u4e24\u6761\u52a0\u5728\u4e00\u8d77, \u7b49\u4e8e Android 12 \u4e4b\u540e, \u6211\u8bbe\u8ba1\u7684\u6574\u6761\u963b\u65ad\u8def\u5f84 \u2014\u2014 <strong>\u4ece\u4ee3\u7801\u903b\u8f91\u4e0a\u662f\u5bf9\u7684, \u4ece\u7528\u6237\u611f\u53d7\u4e0a\u5b8c\u5168\u4e0d\u5b58\u5728</strong>\u3002</p>\n<hr/>\n<h2>\u4e09\u3001\u4e3a\u4ec0\u4e48 Google \u8981\u8fd9\u4e48\u505a? \u6211\u5f97\u627f\u8ba4\u5b83\u662f\u5bf9\u7684</h2>\n<p>\u6211\u6709\u4e00\u4e2a\u665a\u4e0a\u5728\u5e8a\u4e0a\u60f3\u8fd9\u4ef6\u4e8b, \u8d8a\u60f3\u8d8a\u70e6\u8e81\u3002</p>\n<p>\u6211\u505a\u7684\u662f\u513f\u7ae5\u4fdd\u62a4, \u53c8\u4e0d\u662f\u6076\u610f\u8f6f\u4ef6, \u51ed\u4ec0\u4e48\u628a\u6211\u4e5f\u4e00\u5200\u5207?</p>\n<p>\u4f46\u6211\u540e\u6765\u53bb\u770b\u4e86\u90a3\u4e2a BAL \u5f15\u5165\u7684\u521d\u8877 \u2014\u2014 \u5f53\u65f6\u5e02\u9762\u4e0a\u6709\u5927\u91cf\u7684 App \u5728\u540e\u53f0\u5077\u5077\u62c9\u8d77\u5e7f\u544a Activity \u3002\u4f60\u628a\u624b\u673a\u653e\u684c\u4e0a, \u5b83\u7a81\u7136\u5f39\u4e00\u4e2a\u5168\u5c4f\u89c6\u9891\u5e7f\u544a\u3002\u8fd8\u6709\u66f4\u574f\u7684, \u6a21\u62df\u767b\u5f55\u9875\u3001\u6a21\u62df\u652f\u4ed8\u9875, \u4e13\u95e8\u505a\u9493\u9c7c\u3002</p>\n<p>Google \u662f\u88ab\u8fd9\u4e9b\u4e1c\u897f\u903c\u5230\u5fc5\u987b\u51fa\u624b\u7684\u3002</p>\n<p>\u6211\u80fd\u7406\u89e3\u3002</p>\n<p>\u4f46\u7406\u89e3\u5f52\u7406\u89e3 \u2014\u2014 <strong>\u7406\u89e3\u4e0d\u80fd\u8ba9\u6211\u5bb6\u5a03\u7684\u624b\u673a\u5728\u65f6\u95f4\u5230\u4e86\u4e4b\u540e\u771f\u7684\u505c\u4e0b\u6765</strong>\u3002</p>\n<p>\u8fd9\u662f\u505a\u5e95\u5c42\u4ea7\u54c1\u7684\u4e00\u4e2a\u5c34\u5c2c: \u4f60\u7684\u4ea7\u54c1\u54f2\u5b66\u8ddf\u7cfb\u7edf\u7684\u4ea7\u54c1\u54f2\u5b66\u51b2\u7a81\u7684\u65f6\u5019, \u8f93\u7684\u6c38\u8fdc\u662f\u4f60\u3002</p>\n<p>Google \u4e0d\u4f1a\u56e0\u4e3a\u6211\u505a\u7684\u662f\"\u6e29\u67d4\u7684\u513f\u7ae5 App\"\u5c31\u7ed9\u6211\u5f00\u540e\u95e8\u3002\u5728\u7cfb\u7edf\u773c\u91cc, \u6211\u8ddf\u90a3\u4e9b\u9493\u9c7c App \u662f\u540c\u4e00\u79cd\u4e1c\u897f \u2014\u2014 <strong>\u60f3\u5728\u7528\u6237\u6ca1\u4e3b\u52a8\u64cd\u4f5c\u7684\u60c5\u51b5\u4e0b, \u5f3a\u884c\u5360\u636e\u5c4f\u5e55</strong>\u3002</p>\n<p>\u90a3\u6bb5\u65f6\u95f4\u6211\u53cd\u590d\u95ee\u81ea\u5df1\u4e00\u4e2a\u95ee\u9898: <strong>\u6211\u505a\u7684\u8fd9\u4ef6\u4e8b, \u4ece\u7cfb\u7edf\u7684\u89d2\u5ea6\u770b, \u5230\u5e95\u662f\u4e0d\u662f\u5408\u7406\u7684</strong>?</p>\n<p>\u6211\u5f97\u627f\u8ba4, \u4ece\u7cfb\u7edf\u7684\u89d2\u5ea6, \u5b83\u4e0d\u5408\u7406\u3002</p>\n<p>\u4f46\u4ece\u4e00\u4e2a\u7236\u4eb2\u7684\u89d2\u5ea6, \u5b83\u5fc5\u987b\u5408\u7406\u3002</p>\n<p>\u8fd9\u4e24\u4e2a\"\u5408\u7406\"\u4e4b\u95f4\u7684\u90a3\u6761\u7a84\u7f1d, \u5c31\u662f\u6211\u63a5\u4e0b\u6765\u8981\u627e\u7684\u8def\u3002</p>\n<hr/>\n<h2>\u56db\u3001\u80fd\u8d70\u7684\u8def\u53ea\u5269\u4e09\u6761, \u524d\u4e24\u6761\u90fd\u4e0d\u80fd\u9009</h2>\n<p>\u6211\u5217\u51fa\u4e86\u6240\u6709\u7406\u8bba\u4e0a\u80fd\u963b\u65ad App \u5207\u6362\u7684\u65b9\u6848:</p>\n<p>**\u7b2c\u4e00\u6761, Accessibility (\u65e0\u969c\u788d\u670d\u52a1)**\u3002\u8fd9\u662f Android \u7ed9\u6b8b\u969c\u8f85\u52a9\u7528\u7684, \u80fd\u8bfb\u5230\u5168\u5c40\u7684\u5e94\u7528\u5207\u6362\u4e8b\u4ef6, \u7406\u8bba\u4e0a\u80fd\"\u770b\u5230\u5b69\u5b50\u5207\u8d70\"\u7136\u540e\u963b\u65ad\u3002</p>\n<p>\u4f46 Google Play \u8fd9\u4e24\u5e74\u4e13\u95e8\u76ef\u8fd9\u6761 \u2014\u2014 \u4efb\u4f55\u4e0d\u662f\u771f\u4e3a\u6b8b\u969c\u4eba\u58eb\u8bbe\u8ba1\u7684 App, \u7528\u4e86\u65e0\u969c\u788d\u6743\u9650\u90fd\u4f1a\u88ab\u4e0b\u67b6\u3002\u6211\u770b\u8fc7\u592a\u591a\u513f\u7ae5\u7ba1\u63a7\u7c7b\u3001\u9632\u6c89\u8ff7\u7c7b\u7684 App, \u56e0\u4e3a\u8fd9\u4e2a\u88ab\u4e00\u591c\u6e05\u6389\u3002</p>\n<p><strong>\u8fd9\u6761\u8def\u6b7b\u4e86, \u662f\u4ea7\u54c1\u6b7b, \u4e0d\u662f\u6280\u672f\u6b7b</strong>\u3002</p>\n<p><strong>\u7b2c\u4e8c\u6761, \u53cc\u8fdb\u7a0b\u4e92\u9501</strong>\u3002\u6211\u5f00\u4e24\u4e2a Service, \u4e00\u4e2a\u6302\u4e86\u53e6\u4e00\u4e2a\u628a\u5b83\u62c9\u8d77\u6765\u3002</p>\n<p>\u8fd9\u4e2a\u6280\u672f\u4e0a\u80fd\u505a, \u4f46\u5b83\u662f Google Play \u653f\u7b56\u91cc\u660e\u786e\u6807\u7ea2\u7684\"abusive behavior\"\u3002\u77ed\u671f\u80fd\u6d3b, \u7b49\u4e8e\u5728\u4e00\u9897\u5b9a\u65f6\u70b8\u5f39\u4e0a\u76d6\u623f\u5b50\u3002</p>\n<p><strong>\u6b7b\u4e86, \u662f\u5546\u4e1a\u6b7b</strong>\u3002</p>\n<p><strong>\u7b2c\u4e09\u6761, SYSTEM_ALERT_WINDOW</strong>\u3002\u4e5f\u5c31\u662f\u60ac\u6d6e\u7a97\u6743\u9650 \u2014\u2014 \u4f60\u5e38\u89c1\u7684\u5fae\u4fe1\u89c6\u9891\u901a\u8bdd\u5c0f\u7a97\u3001\u6ef4\u6ef4\u53f8\u673a\u7aef\u7684\u63a5\u5355\u6d6e\u7a97, \u7528\u7684\u5c31\u662f\u8fd9\u4e2a\u3002</p>\n<p>\u5b83\u7684\u672c\u8d28\u662f: \u8ba9\u6211\u7684 App \u53ef\u4ee5\u5728<strong>\u522b\u7684 App \u4e0a\u9762</strong>\u753b\u4e00\u5c42\u4e1c\u897f\u3002</p>\n<p>\u6211\u4e0d\u9700\u8981\"\u542f\u52a8\u4e00\u4e2a Activity\", \u6211\u53ea\u9700\u8981\"\u5728\u4f60\u6b63\u5728\u7528\u7684\u90a3\u4e2a App \u4e0a\u9762, \u76d6\u4e00\u5757\u5e03\"\u3002</p>\n<p>\u8fd9\u5757\u5e03\u6211\u81ea\u5df1\u63a7\u5236 \u2014\u2014 \u5927\u5c0f\u3001\u5185\u5bb9\u3001\u80fd\u4e0d\u80fd\u70b9\u7a7f\u3002</p>\n<p>\u8fd9\u6761\u8def\u6d3b\u7740\u3002\u4f46\u5b83\u6709\u5b83\u81ea\u5df1\u7684\u4ee3\u4ef7\u3002</p>\n<hr/>\n<h2>\u4e94\u3001\u60ac\u6d6e\u7a97\u8fd9\u6761\u7a84\u8def, \u672c\u8eab\u4e5f\u6709\u4e09\u4e2a\u5927\u5751</h2>\n<p>\u6211\u4ee5\u4e3a\u627e\u5230\u4e86 SYSTEM_ALERT_WINDOW \u5c31\u89e3\u653e\u4e86\u3002</p>\n<p>\u4e0d\u662f\u3002</p>\n<p><strong>\u7b2c\u4e00\u4e2a\u5751: \u6743\u9650\u8981\u7528\u6237\u624b\u52a8\u53bb\u8bbe\u7f6e\u91cc\u5f00</strong>\u3002\u88c5\u5b8c App \u4e0d\u4f1a\u4e3b\u52a8\u7ed9\u4f60, \u8981\u8df3\u5230\u4e00\u4e2a\u6df1\u57cb\u5728\u7cfb\u7edf\u8bbe\u7f6e\u91cc\u7684\u9875\u9762, \u8ba9\u7528\u6237\u627e\u5230\u4f60\u7684 App \u540d\u5b57\u3001\u6253\u5f00\u5f00\u5173\u3002\u6211\u505a\u4e86\u4e09\u7248\u5f15\u5bfc, \u4ece\u6700\u521d\u7684 5 \u6b65\u8df3\u8f6c\u5230\u73b0\u5728\u7684 1 \u6b65, \u5149\u662f\u8fd9\u4e2a\u5f15\u5bfc\u6211\u8fd4\u5de5\u4e86\u5927\u6982 20 \u6b21\u3002</p>\n<p><strong>\u7b2c\u4e8c\u4e2a\u5751: \u56fd\u4ea7 ROM \u5404\u5bb6\u6709\u5404\u5bb6\u7684\u6390\u6cd5</strong>\u3002\u5c0f\u7c73\u8981\u5355\u72ec\u7684\"\u540e\u53f0\u5f39\u51fa\u754c\u9762\"\u6743\u9650\u3002\u534e\u4e3a\u6709\"\u5e94\u7528\u542f\u52a8\u7ba1\u7406\"\u3002OPPO \u628a\u5b83\u53eb\u522b\u7684\u540d\u5b57\u3002\u540c\u4e00\u4e2a API, \u516b\u4e2a\u5382\u5546\u516b\u79cd\u884c\u4e3a\u3002\u6211\u4e13\u95e8\u4e3a\u8fd9\u4e2a\u5199\u4e86\u4e00\u4e2a\u80fd\u529b\u63a2\u6d4b\u6a21\u5757, \u8fd0\u884c\u65f6\u53bb\u8bd5\u5230\u5e95\u80fd\u4e0d\u80fd\u753b \u2014\u2014 \u800c\u4e0d\u662f\u76f8\u4fe1\u6743\u9650\u7533\u8bf7\u7684\u8fd4\u56de\u503c\u3002</p>\n<p><strong>\u7b2c\u4e09\u4e2a\u5751\u4e5f\u662f\u6700\u96be\u7684: \u60ac\u6d6e\u7a97\u672c\u8eab\u662f\u4e2a\"\u9ad8\u654f\u611f\"\u6743\u9650</strong>\u3002\u7cfb\u7edf\u8ba4\u4e3a\u5f00\u4e86\u8fd9\u4e2a\u7684 App \u90fd\u6709\"\u884c\u4e3a\u4e0d\u7aef\"\u7684\u6f5c\u529b, \u6240\u4ee5\u4f1a\u5728\u5404\u79cd\u5730\u65b9\u9ed8\u9ed8\u964d\u7ea7\u4f60 \u2014\u2014 \u9501\u5c4f\u540e\u4e0d\u8ba9\u753b\u3001\u5168\u5c4f\u89c6\u9891\u65f6\u4e0d\u8ba9\u753b\u3001\u67d0\u4e9b\u5e94\u7528\u7c7b\u578b\u4e0a\u4e0d\u8ba9\u753b\u3002</p>\n<p>\u6bcf\u4e00\u4e2a\u964d\u7ea7\u8def\u5f84\u6211\u90fd\u5f97\u6709\u4e00\u6761\u515c\u5e95\u3002</p>\n<p>\u6700\u540e\u8fd9\u4e2a\u4e1c\u897f\u88ab\u6211\u5199\u6210\u4e86\u4e00\u4e2a 5 \u72b6\u6001 9 \u4e8b\u4ef6\u7684\u72b6\u6001\u673a, \u4e13\u95e8\u7ba1\"\u4ec0\u4e48\u65f6\u5019\u8be5\u753b\u3001\u753b\u4ec0\u4e48\u6837\u7684\u3001\u6709\u6ca1\u6709\u753b\u4e0a\u3001\u6ca1\u753b\u4e0a\u600e\u4e48\u529e\"\u3002\u5b83\u53eb OverlayStateMachine \u3002</p>\n<p>\u5b83\u7684\u6838\u5fc3\u903b\u8f91\u5c31\u4e00\u53e5\u8bdd: <strong>\u753b\u4e0a\u4e86\u5c31\u662f\u8d62, \u6ca1\u753b\u4e0a\u5c31\u8981\u7acb\u523b\u77e5\u9053\u5e76\u8865\u6551</strong>\u3002</p>\n<hr/>\n<h2>\u516d\u3001BLOCKING \u548c HINT, \u662f\u6e29\u67d4\u5de5\u5177\u7684\u4e24\u526f\u8138</h2>\n<p>\u8fd9\u4e2a\u72b6\u6001\u673a\u5f80\u5916\u6709\u4e24\u79cd\"\u753b\u6cd5\"\u3002</p>\n<p><strong>HINT</strong> \u2014\u2014 \u8f6f\u63d0\u9192\u3002\u9876\u90e8\u4e00\u6761 80dp \u9ad8\u7684\u6a2a\u5e45, \u4e0d\u62e6\u622a\u70b9\u51fb, \u5b69\u5b50\u53ef\u4ee5\u7ee7\u7eed\u64cd\u4f5c\u5e95\u4e0b\u7684 App \u3002\u7528\u5728\u516d\u9636\u6bb5\u63d0\u9192\u7684\u524d\u4e09\u6863: 60%\u300175%\u300190% \u7684\u65f6\u5019\u5404\u5192\u4e00\u6b21, \u544a\u8bc9\u5b69\u5b50\"\u5feb\u5230\u65f6\u95f4\u4e86\"\u3002</p>\n<p><strong>BLOCKING</strong> \u2014\u2014 \u786c\u963b\u65ad\u3002\u5168\u5c4f\u8986\u76d6, \u62e6\u622a\u6240\u6709\u70b9\u51fb\u548c\u7cfb\u7edf\u6309\u952e, \u4e2d\u95f4\u653e PIN \u8f93\u5165\u6846\u3002\u53ea\u5728 100% \u4e4b\u540e\u7528\u3002</p>\n<p>\u4e3a\u4ec0\u4e48\u8981\u5206\u4e24\u79cd?</p>\n<p>\u56e0\u4e3a\u5982\u679c\u53ea\u6709\"\u786c\u963b\u65ad\", \u90a3\u8fd9\u4e2a App \u5c31\u9000\u5316\u6210\u4e86\u6211\u6700\u5f00\u5934\u9a82\u7684\u90a3\u79cd\"\u673a\u5668\u4ee3\u66ff\u5bb6\u957f\u543c\"\u7684\u4ea7\u54c1 \u2014\u2014 \u6ca1\u6709\u8fc7\u6e21, \u76f4\u63a5\u9ed1\u5c4f\u3002</p>\n<p>\u800c HINT \u8fd9\u4e00\u5c42, \u662f\u7ed9\u5b69\u5b50\"\u81ea\u5df1\u7ed3\u675f\"\u7559\u7684\u53f0\u9636\u3002</p>\n<p>\u6211\u505a\u8fd9\u4e24\u79cd\u6a21\u5f0f\u7684\u65f6\u5019, \u53cd\u590d\u8ddf\u6211\u81ea\u5df1\u5435\u8fc7\u4e00\u4e2a\u95ee\u9898: HINT \u90a3\u4e00\u6863\u8981\u4e0d\u8981\u62e6\u622a\u70b9\u51fb?</p>\n<p>\u6280\u672f\u4e0a\u505a\u62e6\u622a\u66f4\u7701\u4e8b, \u53cd\u6b63\u662f\u60ac\u6d6e\u7a97, \u5168\u62e6\u4e86\u5b8c\u4e8b\u3002\u4f46\u62e6\u4e86\u4e4b\u540e, \u5b69\u5b50\u6ed1\u624b\u6307\u4f1a\u611f\u5230\"\u5361\u4e86\u4e00\u4e0b\", \u90a3\u4e2a\u4f53\u611f\u975e\u5e38\u4e0d\u597d \u2014\u2014 \u50cf\u662f\u88ab\u4eba\u51b7\u4e0d\u9632\u6233\u4e86\u4e00\u4e0b\u3002</p>\n<p>\u6700\u540e\u6211\u51b3\u5b9a, HINT \u8fd9\u4e00\u5c42<strong>\u575a\u51b3\u4e0d\u62e6\u70b9\u51fb</strong>\u3002\u5b83\u5c31\u662f\u4e00\u6761\u6a2a\u5e45, \u753b\u5728\u6700\u4e0a\u9762, \u5b69\u5b50\u624b\u6307\u5212\u8fc7\u53bb, \u5e95\u4e0b\u7684 App \u8be5\u600e\u4e48\u7528\u600e\u4e48\u7528\u3002</p>\n<p><strong>\u5b83\u7684\u5b58\u5728\u611f\u662f\u89c6\u89c9\u7684, \u4e0d\u662f\u89e6\u611f\u7684</strong>\u3002</p>\n<p>\u8ba9\u5b69\u5b50\"\u770b\u89c1\u4e00\u4e2a\u63d0\u9192\"\u548c\"\u611f\u5230\u88ab\u6253\u6270\"\u662f\u4e24\u4ef6\u4e0d\u4e00\u6837\u7684\u4e8b, \u505a\u5bb6\u957f\u7684\u5e94\u8be5\u61c2\u8fd9\u4e2a\u533a\u522b\u3002</p>\n<hr/>\n<h2>\u4e03\u3001\u90a3\u5929\u665a\u4e0a, Overlay \u7b2c\u4e00\u6b21\u8d77\u6765\u7684\u65f6\u5019</h2>\n<p>\u6211\u628a\u6574\u5957\u673a\u5236\u63a5\u901a\u7684\u90a3\u5929\u665a\u4e0a, \u53c8\u662f\u4e00\u4e2a\u5468\u4e09\u3002</p>\n<p>\u6211\u628a\u624b\u673a\u9012\u7ed9\u6211\u5bb6\u5a03, \u8ba9\u4ed6\u6253\u5f00\u4ed6\u5e73\u65f6\u5237\u7684\u90a3\u4e2a App \u3002\u6211\u628a\u4eca\u5929\u7684\u5269\u4f59\u65f6\u95f4\u8bbe\u5230\u4e86\u6700\u77ed \u2014\u2014 5 \u5206\u949f\u3002</p>\n<p>\u8fc7\u4e86\u4e00\u4f1a\u513f, HINT \u6a2a\u5e45\u5192\u51fa\u6765 \u2014\u2014 \u9876\u90e8\u4e00\u6761\u5c0f\u5c0f\u7684\"\u5feb\u5230\u65f6\u95f4\u5566\", \u505c\u7559\u51e0\u79d2, \u81ea\u52a8\u6d88\u5931\u3002\u4ed6\u773c\u775b\u7784\u4e86\u4e00\u4e0b, \u7ee7\u7eed\u770b\u3002</p>\n<p>\u53c8\u8fc7\u4e86\u4e00\u4f1a\u513f, \u7b2c\u4e8c\u6761 HINT \u3002\u8fd9\u6b21\u4ed6\u561f\u56d4\u4e86\u4e00\u53e5\"\u5feb\u7ed3\u675f\u4e86\"\u3002</p>\n<p>5 \u5206\u949f\u5230\u7684\u90a3\u4e00\u523b, BLOCKING \u5f39\u51fa\u6765\u4e86\u3002\u5e95\u4e0b\u7684 App \u8fd8\u5728\u64ad, \u4f46\u5c4f\u5e55\u4e2d\u95f4\u591a\u4e86\u4e00\u5f20\u5361\u7247 \u2014\u2014 \u4e0a\u9762\u753b\u7740\u4e00\u53ea\u5c0f\u4e4c\u9f9f, \u65c1\u8fb9\u4e00\u884c\u5b57\u544a\u8bc9\u4ed6\u8be5\u4f11\u606f\u4e00\u4f1a\u513f\u4e86, \u5361\u7247\u4e0b\u65b9\u662f PIN \u8f93\u5165\u6846\u3002</p>\n<p>\u4ed6\u6ca1\u6709\u5927\u54ed\u3002</p>\n<p>\u4ed6\u53ea\u662f\u62ac\u5934\u770b\u4e86\u6211\u4e00\u773c, \u8bf4: \"\u7238\u7238, \u65f6\u95f4\u5230\u4e86\u3002\"</p>\n<p>\u6211\u90a3\u4e00\u523b\u5fc3\u91cc\u7279\u522b\u590d\u6742\u3002</p>\n<p>\u56e0\u4e3a\u8fd9\u5f20\u6321\u4f4f\u4ed6\u7684\u5361\u7247, \u80cc\u540e\u662f\u6211\u8ddf Android \u7cfb\u7edf\u8f83\u52b2\u90a3\u6bb5\u65f6\u95f4\u5199\u7684\u5168\u90e8\u4ee3\u7801 \u2014\u2014 BAL \u9650\u5236\u3001fullScreenIntent \u964d\u7ea7\u3001\u516b\u4e2a\u5382\u5546\u7684\u517c\u5bb9\u5dee\u5f02\u3001\u4e00\u4e2a\u72b6\u6001\u673a\u3001\u4e94\u79cd\u72b6\u6001\u3001\u4e5d\u79cd\u4e8b\u4ef6\u3001\u8fd8\u6709\u5927\u6982 40 \u591a\u79cd\u4ece\"\u753b\u4e0a\u4e86\"\u5230\"\u6ca1\u753b\u4e0a\"\u518d\u5230\"\u7528\u6237\u81ea\u5df1\u5173\u4e86\"\u7684\u8f6c\u6362\u8def\u5f84\u3002</p>\n<p>\u800c\u8fd9\u4e00\u5207, **\u6700\u540e\u5448\u73b0\u7ed9\u6211\u5bb6\u5a03\u7684\u6837\u5b50, \u5c31\u662f\u4e00\u53ea\u5c0f\u4e4c\u9f9f\u548c\u4e00\u53e5\"\u8be5\u4f11\u606f\u4e00\u4f1a\u513f\u5566\"**\u3002</p>\n<p>\u4ed6\u6839\u672c\u770b\u4e0d\u5230\u80cc\u540e\u7684\u4ee3\u7801\u3002\u4ed6\u53ea\u770b\u5230\u4e00\u4ef6\u4e8b: \u5c4f\u5e55\u5728\u544a\u8bc9\u4ed6\u65f6\u95f4\u5230\u4e86, \u4f46<strong>\u6ca1\u6709\u4eba\u5728\u543c\u4ed6</strong>\u3002</p>\n<hr/>\n<h2>\u516b\u3001\u6700\u540e</h2>\n<p>\u8fd9\u6761\u8def\u6280\u672f\u4e0a\u4e0d\u4f18\u96c5 \u2014\u2014 \u7528\u4e00\u4e2a\u672c\u6765\u7ed9\"\u5c0f\u7a97\u89c6\u9891\"\u505a\u7684 API \u53bb\u505a\"\u5168\u5c4f\u963b\u65ad\", \u600e\u4e48\u770b\u90fd\u6b6a\u3002</p>\n<p>\u4f46\u5b83\u6709\u4e00\u4ef6\u4e8b, \u662f\u6211\u6700\u521d\u60f3\u7684\u90a3\u6761\"\u6807\u51c6\u8def\"\u505a\u4e0d\u5230\u7684 \u2014\u2014 <strong>\u90a3\u5f20\u5361\u7247\u6ca1\u6709\"\u5173\u6389\"\u4efb\u4f55\u4e1c\u897f</strong>\u3002\u5e95\u4e0b\u90a3\u4e2a App \u8fd8\u6d3b\u7740, \u5b69\u5b50\u521a\u770b\u5230\u54ea\u4e00\u5e27, \u8fd8\u505c\u5728\u54ea\u4e00\u5e27\u3002\u5bb6\u957f\u8f93 PIN, \u5361\u7247\u64a4\u6389, \u4ed6\u8fd8\u80fd\u7ee7\u7eed\u3002</p>\n<p>\u5f3a\u884c\u5173\u95ed\u505a\u4e0d\u5230\u8fd9\u4e00\u70b9\u3002\u5f3a\u884c\u5173\u95ed\u4e00\u5173\u5c31\u662f\u771f\u5173 \u2014\u2014 \u5b69\u5b50\u521a\u521a\u6512\u5230\u7684\u8fdb\u5ea6\u3001\u770b\u5230\u4e00\u534a\u7684\u5267\u60c5, \u5168\u6ca1\u4e86\u3002</p>\n<p>\u5f88\u4e45\u4ee5\u540e\u6211\u624d\u60f3\u660e\u767d\u4e00\u4ef6\u4e8b: <strong>\u6211\u4e00\u5f00\u59cb\u5c31\u4e0d\u5e94\u8be5\u60f3\u7740\"\u5173\u6389\"\u5b83\u3002\u6211\u5e94\u8be5\u60f3\u7740\"\u6321\u4f4f\"\u5b83</strong>\u3002</p>\n<p>\u5173\u548c\u6321, \u5dee\u4e00\u4e2a\u5b57\u3002\u4f46\u524d\u8005\u7559\u7ed9\u5b69\u5b50\u7684\u662f\"\u6211\u7684\u4e1c\u897f\u88ab\u4eba\u62ff\u8d70\u4e86\"; \u540e\u8005\u7559\u7ed9\u5b69\u5b50\u7684\u662f\"\u6211\u7684\u4e1c\u897f\u5728\u90a3, \u53ea\u662f\u73b0\u5728\u4e0d\u8ba9\u52a8\"\u3002</p>\n<p>\u7b2c\u4e8c\u79cd, \u5b69\u5b50\u624d\u5b66\u5f97\u4f1a\u63a5\u53d7\u3002</p>\n<hr/>\n<p>\u5982\u679c\u4f60\u4e5f\u5728\u505a\u8fd9\u79cd\u88ab\u7cfb\u7edf\u4e00\u5200\u5200\u780d\u6743\u9650\u780d\u5230\u5899\u89d2\u7684\u4e8b \u2014\u2014 \u6211\u60f3\u8bf4\u7684\u662f, 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\u663e\u793a\u9501\u5c4f</strong>\u3002</p>\n<p>\u6211\u7528\u8fc7\u4e4b\u540e\u5fc3\u91cc\u5f88\u590d\u6742\u3002</p>\n<p>\u5b83\u4eec\u90fd\"\u6709\u6548\",\u4f46\u6bcf\u4e00\u4e2a\u90fd\u52a0\u5267\u4e86\u6211\u5bb6\u7684\u90a3\u573a\u6218\u4e89 \u2014\u2014 \u56e0\u4e3a\u5b83\u4eec\u505a\u7684\u4e8b\u60c5,\u8ddf\u6211\u543c\u5b69\u5b50\u662f\u4e00\u6837\u7684,\u53ea\u662f\u628a\u543c\u7684\u4eba\u6362\u6210\u4e86\u673a\u5668\u3002</p>\n<p>\u66f4\u8ba9\u6211\u96be\u53d7\u7684\u662f<strong>\u90a3\u4e2a\u88ab\u5f3a\u5236\u5173\u6389\u5c4f\u5e55\u7684\u77ac\u95f4</strong>\u3002</p>\n<p>\u6211\u770b\u7740\u5b69\u5b50\u4ece\u9707\u60ca,\u5230\u6124\u6012,\u5230\u54ed\u95f9,\u610f\u8bc6\u5230\u4e00\u4ef6\u4e8b \u2014\u2014 \u8fd9\u4e0d\u662f\u5de5\u5177\u7684\u9519,\u662f\u4ea7\u54c1\u54f2\u5b66\u7684\u9519\u3002\u6240\u6709\u8fd9\u4e9b\u4ea7\u54c1\u90fd\u628a\"\u63a7\u5236\u6743\" \u8bbe\u8ba1\u6210\u4e86\"\u5265\u593a\u6743\"\u3002\u5b83\u4eec\u66ff\u5bb6\u957f\u6309\u4e0b\u4e86\u90a3\u4e2a\u6700\u4f24\u5b69\u5b50\u7684\u6309\u94ae,\u7136\u540e\u5bb6\u957f\u4ee5\u4e3a\u81ea\u5df1\"\u7ba1\u4f4f\u4e86\"\u3002</p>\n<p>\u4f46\u5b69\u5b50\u5b66\u5230\u7684\u4e0d\u662f\"\u6211\u8be5\u505c\u4e86\"\u3002</p>\n<p>\u5b69\u5b50\u5b66\u5230\u7684\u662f:<strong>\"\u5c4f\u5e55\u662f\u4f1a\u7a81\u7136\u6d88\u5931\u7684\u4e1c\u897f\u3002\"</strong></p>\n<p>\u8fd9\u662f\u4e2a\u5fc3\u7406\u5b66\u91cc\u8001\u5957\u4f46\u7ba1\u7528\u7684\u89c4\u5f8b \u2014\u2014 <strong>\u4f60\u8d8a\u662f\u628a\u4e00\u4e2a\u4e1c\u897f\u7a81\u7136\u62ff\u8d70,\u4eba\u5bf9\u5b83\u7684\u6e34\u671b\u53cd\u800c\u8d8a\u5f3a</strong>\u3002\u4e0d\u53ea\u662f\u5b69\u5b50,\u4f60\u6211\u90fd\u8fd9\u6837\u3002\u624b\u673a\u7a81\u7136\u6ca1\u7535,\u4f60\u4f1a\u6bd4\u5e73\u65f6\u66f4\u6025\u7740\u60f3\u7528\u624b\u673a\u3002Wi-Fi \u7a81\u7136\u6389\u7ebf,\u4f60\u4f1a\u6bd4\u5e73\u65f6\u66f4\u60f3\u5237\u89c6\u9891\u3002</p>\n<p>\u5b69\u5b50\u4e5f\u662f\u4eba,\u800c\u4e14\u662f\u66f4\u6ca1\u6709\u81ea\u63a7\u80fd\u529b\u7684\u4eba\u3002</p>\n<p>\u5435\u5230\u7b2c\u65e0\u6570\u6b21\u7684\u65f6\u5019,\u6211\u5f00\u59cb\u53cd\u601d\u4e00\u4ef6\u4e8b:</p>\n<p><strong>\u8fd9\u4ef6\u4e8b\u7684\u672c\u8d28,\u771f\u7684\u662f\"\u5b69\u5b50\u81ea\u63a7\u529b\u5dee\" \u5417?\u8fd8\u662f\u6211\u4eec\u505a\u5bb6\u957f\u7684,\u7528\u4e86\u4e00\u79cd\u66b4\u529b\u7684\u65b9\u5f0f\u53bb\u89e3\u51b3\u4e00\u4e2a\u672c\u4e0d\u8be5\u7528\u66b4\u529b\u89e3\u51b3\u7684\u95ee\u9898?</strong></p>\n<p>\u90a3\u6bb5\u65f6\u95f4\u6211\u505a\u5f00\u53d1\u5df2\u7ecf\u505a\u4e86\u5f88\u591a\u5e74,\u4f46\u6211\u4ece\u6765\u6ca1\u8ba4\u771f\u60f3\u8fc7\"\u81ea\u5df1\u505a\u4e00\u4e2a\" \u8fd9\u79cd\u4e8b\u3002\u8fd9\u6b21\u4e0d\u4e00\u6837\u3002\u6211\u8eba\u5728\u5e8a\u4e0a\u60f3\u4e86\u5927\u6982\u4e00\u4e2a\u661f\u671f,\u6709\u4e00\u5929\u65e9\u4e0a\u8d77\u6765,\u8ddf\u4ed6\u5988\u5988\u8bf4:</p>\n<p>\"\u6211\u81ea\u5df1\u505a\u4e00\u4e2a\u5427\u3002\"</p>\n<p>\u5979\u95ee\u6211,\"\u505a\u4ec0\u4e48\u6837\u7684?\"</p>\n<p>\u6211\u8bf4,\"<strong>\u4e0d\u5f3a\u5236\u5173\u95ed\u7684\u90a3\u79cd</strong>\u3002\"</p>\n<hr/>\n<h2>\u4e09\u3001\u516d\u9636\u6bb5\u6e10\u8fdb\u5f0f\u63d0\u9192 \u2014\u2014 \u8bbe\u8ba1\u8d77\u70b9\u662f\u90a3\u53e5\"\u6211\u90fd\u4e0d\u77e5\u9053\u8fd8\u5269\u51e0\u5206\u949f\"</h2>\n<p>\u6211\u540e\u6765\u7684\u8bbe\u8ba1,\u6709\u4e2a\u5de5\u7a0b\u4e0a\u7684\u540d\u5b57\u53eb\"\u516d\u9636\u6bb5\u6e10\u8fdb\u5f0f\u63d0\u9192\",\u542c\u8d77\u6765\u633a\u6b63\u7ecf\u3002\u4f46\u5b83\u7684\u8bbe\u8ba1\u8d77\u70b9,\u5c31\u662f\u90a3\u5929\u665a\u4e0a\u6211\u5bb6\u5a03\u54ed\u7740\u8bf4\u7684\u90a3\u53e5\u8bdd\u3002</p>\n<p>\u6574\u5957\u6d41\u7a0b\u662f\u8fd9\u6837\u7684,\u6bcf\u4e2a\u6570\u5b57\u80cc\u540e\u6211\u90fd\u8ddf\u81ea\u5df1\u5435\u8fc7\u67b6:</p>\n<p><strong>0%~59% \u4f7f\u7528\u65f6\u95f4</strong> \u2500\u2500 \u5b8c\u5168\u65e0\u58f0\u3002\n\u7cfb\u7edf\u8fde\u4e2a\u901a\u77e5\u90fd\u4e0d\u53d1,\u4ed6\u5728\u5e72\u561b\u5b83\u4e0d\u7ba1\u3002<strong>\u4e0d\u8981\u5728\u524d\u671f\u5c31\u5f00\u59cb\"\u6307\u6307\u70b9\u70b9\",\u90a3\u662f\u5bf9\u5b69\u5b50\u6ce8\u610f\u529b\u6700\u5927\u7684\u7834\u574f</strong>\u3002\u524d\u671f\u7684\u6c89\u9ed8,\u662f\u8fd9\u4e2a\u4ea7\u54c1\u7684\u5c0a\u91cd\u3002</p>\n<p><strong>60%~74%</strong> \u2500\u2500 \u7b2c\u4e00\u6b21\u63d0\u9192\u3002\n\u4e00\u6761\u6e29\u67d4\u7684\u5c0f\u901a\u77e5 + \u4e00\u4e2a 5 \u79d2\u7684\u9876\u90e8\u5c0f\u6a2a\u5e45\u3002\u6587\u6848\u662f\"\u8fd8\u6709\u4e00\u6bb5\u65f6\u95f4\u53ef\u4ee5\u73a9\",**\u4e0d\u662f\"\u4f60\u8fd8\u5269 26 \u5206\u949f\"**\u3002\u8fd9\u662f\u4ea7\u54c1\u8bbe\u8ba1\u91cc\u975e\u5e38\u5173\u952e\u7684\u4e00\u70b9 \u2014\u2014 \u513f\u7ae5\u5fc3\u667a\u4e0d\u63a5\u53d7\u7cbe\u786e\u7684\u5012\u8ba1\u65f6\u3002\"26 \u5206\u949f\" \u5bf9\u6210\u5e74\u4eba\u662f\u4e8b\u5b9e,\u5bf9\u5b69\u5b50\u662f\u7126\u8651\u3002\"\u8fd8\u6709\u4e00\u6bb5\u65f6\u95f4\" \u53cd\u800c\u7ed9\u4ed6\u8db3\u591f\u7684\u5fc3\u7406\u7a7a\u95f4\u3002</p>\n<p><strong>75%~89%</strong> \u2500\u2500 \u7b2c\u4e8c\u6b21\u63d0\u9192\u3002\n\u540c\u6837\u7684\u6a2a\u5e45,\u6587\u6848\u6362\u6210\"\u5feb\u5230\u65f6\u95f4\u5566\"\u3002\u4e2d\u95f4\u8fd9\u4e00\u6bb5,\u662f\u8ba9\u5b69\u5b50\u5728\u6e38\u620f\u6216\u89c6\u9891\u91cc\"\u9010\u6e10\u51c6\u5907\u7ed3\u675f\" \u7684\u5fc3\u7406\u7a97\u53e3\u3002</p>\n<p><strong>90%~99%</strong> \u2500\u2500 \u7b2c\u4e09\u6b21\u63d0\u9192\u3002\n\u6a2a\u5e45\u505c\u7559\u65f6\u95f4\u4ece 5 \u79d2\u62c9\u5230 8 \u79d2,\u6587\u6848\u6362\u6210\"\u5dee\u4e0d\u591a\u8be5\u505c\u4e00\u4e0b\u4e86\"\u3002<strong>8 \u79d2,\u662f\u53cd\u590d\u8c03\u8bd5\u51fa\u6765\u7684</strong> \u2014\u2014 5 \u79d2\u5b69\u5b50\u6839\u672c\u6765\u4e0d\u53ca\u770b\u5b8c,10 \u79d2\u4ee5\u4e0a\u53c8\u4f1a\u88ab\u5f53\u6210\u5f39\u7a97\u5ffd\u7565\u3002\u8fd9\u79cd\u6570\u5b57\u770b\u8d77\u6765\u5f88 trivial,\u4f46\u6bcf\u4e00\u4e2a\u90fd\u662f\u53cd\u590d\u6d4b\u51fa\u6765\u7684\u3002</p>\n<p><strong>100%~104%</strong> \u2500\u2500 \u8fd9\u65f6\u5019\u624d\u51fa\u73b0\u5168\u5c4f\u963b\u65ad\u3002\n\u4f46<strong>\u4e0d\u5f3a\u884c\u5173\u6389\u4ed6\u6b63\u5728\u7528\u7684 App</strong> \u2014\u2014 \u800c\u662f\u5728\u5b83\u4e0a\u9762\u53e0\u4e00\u5c42\"\u6321\u677f\",\u6321\u677f\u4e0a\u6709\u4e00\u4e2a PIN \u8f93\u5165\u6846,\u53ea\u6709\u6211\u6216\u8005\u4ed6\u5988\u5988\u80fd\u89e3\u3002</p>\n<p>\u5b83\u662f\u4e2a\"\u6682\u505c\u6309\u94ae\",\u4e0d\u662f\u4e2a\"\u5220\u9664\u952e\"\u3002</p>\n<p><strong>105% \u4ee5\u4e0a</strong> \u2500\u2500 \u7ef4\u6301\u963b\u65ad,\u6211\u6216\u4ed6\u5988\u5988\u90a3\u8fb9\u6536\u5230\u4e00\u6761\u63d0\u9192\u3002</p>\n<p>\u4f60\u4ed4\u7ec6\u770b\u7684\u8bdd\u4f1a\u53d1\u73b0\u4e00\u4ef6\u4e8b \u2014\u2014 \u4ece\u7b2c\u4e00\u6b21\u63d0\u9192\u5230\u6700\u540e\u963b\u65ad,\u4e2d\u95f4\u6709\u5dee\u4e0d\u591a 40% \u7684\u65f6\u95f4\u7a97\u53e3\u3002</p>\n<p>\u8fd9 40% \u4e0d\u662f\u5de5\u7a0b\u5e08\u8ba4\u4e3a\u7684\"\u7cfb\u7edf\u5728\u7b49\u5f85\",\u662f\u4e00\u4e2a\u5b69\u5b50\u7684\u8111\u5b50\u91cc\u5728\u505a\"\u6211\u5feb\u7ed3\u675f\u4e86\" \u7684\u9884\u6f14\u3002</p>\n<p>\u7b49\u4ed6\u771f\u88ab\u6321\u4f4f\u7684\u65f6\u5019,\u4ed6\u8111\u5b50\u91cc\u5df2\u7ecf\u7ecf\u5386\u8fc7\u4e09\u6b21\"\u5feb\u7ed3\u675f\u4e86\" \u7684\u6f14\u7ec3\u3002</p>\n<p>**\u4e0d\u662f\"\u7a81\u7136\u5265\u593a\",\u662f\"\u9010\u6e10\u544a\u522b\"**\u3002</p>\n<hr/>\n<h2>\u56db\u3001\u5173\u952e\u4e0d\u662f\"\u6321\u4f4f\u5b69\u5b50\",\u800c\u662f\u4e0d\u66ff\u5bb6\u957f\u6309\u90a3\u4e2a\u6309\u94ae</h2>\n<p>\u6211\u505a\u8fd9\u4e2a App \u4e00\u5e74\u4e86\u3002</p>\n<p>\u8fd9\u4e00\u5e74\u91cc\u6211\u5220\u8fc7\u6700\u591a\u7684\u4ee3\u7801,\u5c31\u662f\u5404\u79cd\"\u5f3a\u5236\" \u5f00\u5934\u7684\u51fd\u6570 \u2014\u2014 <code>forceStop()</code>\u3001<code>forceClose()</code>\u3001<code>forceLock()</code>\u3002</p>\n<p>\u4e00\u5f00\u59cb\u89c9\u5f97\u8fd9\u4e9b\u51fd\u6570\u540d\u5f88\u723d\u3002\u5220\u5b8c\u4e4b\u540e\u624d\u610f\u8bc6\u5230,\u8fd9\u4e9b\"\u723d\" \u90fd\u4e0d\u662f\u6211\u5bb6\u5a03\u8981\u7684,\u662f 30 \u591a\u5c81\u7684\u6211\u60f3\u8c61\u4e00\u4e2a 10 \u5c81\u5b69\u5b50\u5e94\u8be5\u88ab\u600e\u4e48\u5bf9\u5f85\u7684\u723d\u3002</p>\n<p>\u6700\u540e\u90a3\u5757\u6321\u677f,\u6211\u7279\u610f\u6ca1\u8ba9\u5b83\u6709\"\u5173\u95ed\" \u6309\u94ae\u3002\u53ea\u6709\u5bb6\u957f\u7528 PIN \u624d\u80fd\u89e3\u3002</p>\n<p>\u610f\u601d\u5f88\u660e\u786e \u2014\u2014 \u65f6\u95f4\u5230\u4e86,\u5b69\u5b50\u4e0d\u80fd\u518d\u4e00\u4e2a\u4eba\u51b3\u5b9a\u7ee7\u7eed\u73a9\u4e86\u3002\u8fd9\u4ef6\u4e8b\u73b0\u5728\u9700\u8981\u8ddf\u7238\u5988\u4e00\u8d77\u5546\u91cf\u3002</p>\n<p>\u8fd9\u662f\u8fd9\u4e2a\u4ea7\u54c1\u7684\u53e6\u4e00\u4e2a\u6838\u5fc3\u8bbe\u8ba1:**100% \u7684\u963b\u65ad\u4e0d\u5e94\u8be5\u662f\"\u673a\u5668\u66ff\u5bb6\u957f\u6309\u4e86\u5173\u95ed\u952e\",\u800c\u5e94\u8be5\u662f\"\u673a\u5668\u628a\u5bb6\u957f\u548c\u5b69\u5b50\u91cd\u65b0\u653e\u56de\u540c\u4e00\u4e2a\u623f\u95f4\"**\u3002</p>\n<p>\u5f3a\u5236\u5173\u95ed\u8fd9\u4ef6\u4e8b,<strong>\u77ed\u671f\u6709\u6548,\u957f\u671f\u6709\u6bd2</strong>:</p>\n<ul>\n<li>\u77ed\u671f\u662f\u7236\u6bcd\u89c9\u5f97\"\u6211\u63a7\u5236\u4f4f\u4e86\"\u3002</li>\n<li>\u957f\u671f\u662f\u5b69\u5b50\u5b66\u5230\"\u5c4f\u5e55\u4f1a\u7a81\u7136\u6d88\u5931\",\u4e8e\u662f\u4ea7\u751f\u56e4\u79ef\u5f0f\u7126\u8651,\u53cd\u800c\u73a9\u5f97\u66f4\u51f6\u3002</li>\n<li>\u66f4\u957f\u671f\u662f\u5b69\u5b50\u548c\u7236\u6bcd\u4e4b\u95f4\u5f62\u6210\"\u5c4f\u5e55 = \u654c\u4eba = \u7236\u6bcd\u62ff\u5de5\u5177\u5bf9\u4ed8\u6211\" \u7684\u5fc3\u7406\u6a21\u5f0f\u3002</li>\n</ul>\n<p>\u8fd9\u662f\u5f88\u591a\u4eb2\u5b50\u5173\u7cfb\u6076\u5316\u7684\u771f\u6b63\u8d77\u70b9\u3002</p>\n<hr/>\n<h2>\u4e94\u3001\u5b69\u5b50\u7684\u53d8\u5316 \u2014\u2014 \u4ece\u5927\u54ed\u5230\"\u7238\u7238\u6211\u770b\u5b8c\u4e86\"</h2>\n<p>\u6211\u628a\u8fd9\u5957\u8bbe\u8ba1\u8dd1\u7ed9\u6211\u5bb6\u5a03\u7528\u4e86\u5927\u6982\u4e24\u4e2a\u6708\u3002</p>\n<p>\u6211\u6ca1\u8ddf\u4ed6\u8bf4\"\u7238\u7238\u505a\u4e86\u4e00\u4e2a App \u6765\u7ba1\u4f60\"\u3002\u6211\u8ddf\u4ed6\u8bf4,\"\u7238\u7238\u505a\u4e86\u4e00\u4e2a\u4e1c\u897f,\u8ba9\u4f60\u77e5\u9053\u65f6\u95f4\u8fd8\u5269\u591a\u5c11,\u4f60\u8bd5\u8bd5\u3002\"</p>\n<p>\u4ed6\u7528\u5f97\u5f88\u522b\u626d\u3002\n\u4f46\u4ed6\u4e0d\u518d\u56e0\u4e3a\"\u7a81\u7136\u88ab\u5173\u6389\" \u800c\u5d29\u6e83\u4e86\u3002\n\u4ed6\u5f00\u59cb\u4f1a\u5728\u7b2c\u4e8c\u6b21\u63d0\u9192\u51fa\u73b0\u7684\u65f6\u5019,\u81ea\u5df1\u5c0f\u58f0\u561f\u56d4\u4e00\u53e5\"\u5feb\u7ed3\u675f\u4e86\"\u3002\n\u5230\u4e86\u7b2c\u4e09\u6b21\u63d0\u9192,\u4ed6\u4f1a\u4e3b\u52a8\u8bf4\"\u518d\u770b\u4e00\u4e2a\u5c31\u505c\"\u3002\n\u5230\u4e86\u6700\u540e\u90a3\u4e2a\u6321\u677f\u51fa\u73b0\u7684\u65f6\u5019,\u4ed6\u4e0d\u518d\u5927\u54ed\u4e86\u3002\u4ed6\u4f1a\u8dd1\u8fc7\u6765\u8ddf\u6211\u8bf4:\"\u7238\u7238,\u6211\u770b\u5b8c\u4e86\u3002\"</p>\n<p>\u53d8\u5316\u4e0d\u662f\u4e00\u591c\u4e4b\u95f4\u53d1\u751f\u7684\u3002</p>\n<p>\u662f\u4ece\"\u7a81\u7136\u5265\u593a\" \u53d8\u6210\"\u9010\u6e10\u544a\u522b\" \u7684\u90a3 40% \u65f6\u95f4\u7a97\u91cc,<strong>\u4ed6\u6162\u6162\u5b66\u4f1a\u4e86\u4e00\u4ef6\u4e8b \u2014\u2014 \u4e00\u4e2a\u4e1c\u897f\u7ed3\u675f\u4e4b\u524d,\u662f\u4f1a\u6709\u4fe1\u53f7\u7684</strong>\u3002</p>\n<p>\u800c\u8fd9,\u5bf9\u4e00\u4e2a 10 \u5c81\u7684\u5b69\u5b50\u6765\u8bf4,\u53ef\u80fd\u6bd4\"\u5c11\u770b 30 \u5206\u949f\u89c6\u9891\" \u91cd\u8981\u5f97\u591a\u3002</p>\n<hr/>\n<h2>\u516d\u3001\u8fd9\u53ea\u662f\u5f00\u59cb \u2014\u2014 \u63a5\u4e0b\u6765\u4e00\u5e74\u6211\u4f1a\u5728\u8fd9\u91cc\u5199\u4ec0\u4e48</h2>\n<p>\u8fd9\u662f\u8fd9\u4e2a\u53f7\u7684\u7b2c\u4e00\u7bc7\u3002</p>\n<p>\u6211\u505a\u8fd9\u4e2a App \u4e00\u5e74\u4e86,\u8fc7\u7a0b\u6bd4\u6211\u60f3\u8c61\u7684\u96be\u4e00\u767e\u500d\u3002\u6bcf\u4e00\u4e2a\u6211\u4ee5\u4e3a\"\u4ea7\u54c1\u4e0a\u7406\u6240\u5e94\u5f53\" \u7684\u51b3\u7b56,\u505a\u4e0b\u53bb\u90fd\u9047\u5230\u4e86\u7cfb\u7edf\u5c42\u3001\u5de5\u7a0b\u5c42\u3001\u548c\u6211\u81ea\u5df1\u4f5c\u4e3a\u7236\u4eb2\u7684\u4e09\u91cd\u62f7\u95ee\u3002</p>\n<p>\u63a5\u4e0b\u6765\u8fd9\u4e00\u5e74,\u6211\u4f1a\u628a\u8fd9\u4e9b\u4e00\u7bc7\u4e00\u7bc7\u5199\u4e0b\u6765:</p>\n<ul>\n<li><strong>Android \u7cfb\u7edf\u5c42\u7684\u96be</strong>:Android 12 \u4e4b\u540e,\u7cfb\u7edf\u628a\"\u5f3a\u5236\u5173\u95ed\u5176\u4ed6 App\" \u8fd9\u6761\u8def\u5f7b\u5e95\u6253\u6b7b\u4e86 \u2014\u2014 \u6211\u4ee5\u4e3a\u6211\u505a\u7684\u8bbe\u8ba1\u5f88\u6e29\u67d4,\u540e\u6765\u624d\u53d1\u73b0\u5c31\u7b97\u6211\u60f3\"\u5f3a\u5236\" \u90fd\u505a\u4e0d\u5230\u4e86\u3002\u6211\u7528\u4ec0\u4e48\u66ff\u4ee3\u8def\u5f84\u6d3b\u4e0b\u6765\u7684\u3002</li>\n<li><strong>\u6d4b\u8bd5\u4e0a\u7684\u96be</strong>:\u6211\u5199\u4e86 300 \u591a\u4e2a\u5355\u5143\u6d4b\u8bd5,\u5168\u90e8\u901a\u8fc7,\u4f46\u771f\u673a\u4e0a\u8fd8\u662f\u8fde\u51fa\u51e0\u4e2a P0 \u963b\u585e bug \u2014\u2014 \u5173\u4e8e\"\u5047\u95ed\u73af\" \u8fd9\u4ef6\u4e8b,\u5de5\u7a0b\u5e08\u96c6\u4f53\u90fd\u5f97\u8bf4\u771f\u8bdd\u4e86\u3002</li>\n<li><strong>AI \u534f\u4f5c\u4e0a\u7684\u96be</strong>:\u6211\u7528 Claude \u5199\u4ee3\u7801,\u4f46\u6211\u4e5f\u5f97\u9632\u7740 Claude \u81ea\u5df1\u7741\u773c\u8bf4\u778e\u8bdd \u2014\u2014 \u6211\u7ed9\u5b83\u52a0\u4e86\u4e00\u5957\"\u62db\u4f9b\u673a\u5236\",\u8fd9\u4e2a\u673a\u5236\u672c\u8eab\u7ffb\u8f66\u8fc7 25 \u6b21\u3002</li>\n<li><strong>\u4ea7\u54c1\u51b3\u7b56\u4e0a\u7684\u96be</strong>:\u7ed9\u5b69\u5b50\u505a\u79ef\u5206\u5956\u52b1\u5417?\u7ed9\"\u4eca\u5929\u5c4f\u5e55\u7528\u5f97\u5c11\" \u7684\u5b69\u5b50\u9001\u88c5\u5907\u5417?\u7ed9\"\u8fde\u7eed 7 \u5929\u6253\u5f00 App\" \u7684\u5b69\u5b50\u5956\u52b1\u5417?\u8fd9\u4e9b\"\u770b\u8d77\u6765\u5bf9\" \u7684\u529f\u80fd,\u6211\u6bcf\u4e00\u4e2a\u90fd\u62d2\u7edd\u4e86,\u8fc7\u7a0b\u6bd4\u540c\u610f\u66f4\u8d39\u529b\u3002</li>\n<li><strong>\u8ddf\u81ea\u5df1\u4f5c\u4e3a\u7236\u4eb2\u7684\u8f83\u52b2</strong>:\u6bcf\u4e00\u4e2a\u51b3\u7b56\u90fd\u5f97\u56de\u5934\u95ee\u81ea\u5df1 \u2014\u2014 \u6211\u505a\u8fd9\u4e2a,\u662f\u4e3a\u4e86\u8ba9\u6211\u5bb6\u5a03\u66f4\u597d,\u8fd8\u662f\u4e3a\u4e86\u8ba9\u6211\u81ea\u5df1\u66f4\u5fc3\u5b89?\u8fd9\u4e24\u4e2a\u95ee\u9898\u7684\u7b54\u6848,\u7ecf\u5e38\u4e0d\u4e00\u6837\u3002</li>\n</ul>\n<p>\u4e0d\u662f\u6280\u672f\u6559\u7a0b\u3002\u662f\u4e00\u4e2a\u7236\u4eb2\u505a\u4e00\u4e2a\u4ea7\u54c1\u7684\u8fc7\u7a0b,\u4e2d\u95f4\u6240\u6709\u7684\u53cd\u590d\u3001\u9519\u8bef\u3001\u81ea\u6211\u5ba1\u5224,\u548c\u6162\u6162\u957f\u51fa\u6765\u7684\u4ea7\u54c1\u54f2\u5b66\u3002</p>\n<p><strong>\u505a\u6e29\u67d4\u7684\u5de5\u5177,\u5199\u786c\u6838\u7684\u590d\u76d8\u3002</strong></p>\n<p>\u5982\u679c\u4f60\u8ddf\u6211\u4e00\u6837,\u88ab\u5b69\u5b50\u7684\u5c4f\u5e55\u65f6\u95f4\u903c\u5230\u5899\u89d2;\n\u5982\u679c\u4f60\u662f\u4e2a\u72ec\u7acb\u5f00\u53d1\u8005,\u5728\u60f3\"\u6211\u4e5f\u60f3\u81ea\u5df1\u505a\u70b9\u4e1c\u897f\";\n\u5982\u679c\u4f60\u5bf9\"\u5982\u4f55\u7528\u597d AI \u5199\u4ee3\u7801,\u4f46\u53c8\u4e0d\u8ba9 AI 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<strong>\u6e29\u67d4\u7684\u5de5\u5177,\u6bd4\u66b4\u529b\u7684\u5de5\u5177\u957f\u6548\u5f97\u591a</strong>\u3002</p>\n<p>\u6211\u505a\u7684\u4e0d\u662f\"\u8ba9\u5b69\u5b50\u505c\u4e0b\u6765\" \u7684\u5de5\u5177,\u662f\"\u8ba9\u5b69\u5b50\u5b66\u4f1a\u81ea\u5df1\u505c\u4e0b\u6765\" \u7684\u5de5\u5177\u3002</p>\n<p><strong>\u5148\u89e3\u51b3\u4f60\u548c\u5b69\u5b50\u4e4b\u95f4\u7684\u5435\u67b6\u95ee\u9898,\u518d\u53bb\u89e3\u51b3\"\u8ba9\u5b69\u5b50\u5c11\u73a9\" \u7684\u95ee\u9898</strong>\u3002</p>\n<p>\u540e\u8005\u662f\u5de5\u7a0b,\u524d\u8005\u662f\u80b2\u513f\u3002</p>\n<p>\u5de5\u7a0b\u9519\u4e86\u80fd\u6539\u4ee3\u7801\u3002\u80b2\u513f\u9519\u4e86,\u6539\u4e0d\u4e86\u5173\u7cfb\u3002</p>\n"
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        "url": "https://www.v2ex.com/member/liandro", 
        "name": "liandro", 
        "avatar": "https://cdn.v2ex.com/avatar/4ab4/ce65/793169_large.png?m=1776828776"
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      "title": "\u6709\u5356 GPT-IMAGE-2 \u7684\u4e2d\u8f6c\u7ad9\u5417\uff1f \u6765\u8f70\u70b8\u6211\u5427\uff0c\u60f3\u627e\u4e00\u4e2a", 
      "id": "https://www.v2ex.com/t/1216507", 
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      "content_html": "\u4e0d\u77e5\u9053\u5404\u4f4d\u5927\u4f6c\u6709\u63a8\u8350\u7684\u5417"
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        "url": "https://www.v2ex.com/member/tmtstudio", 
        "name": "tmtstudio", 
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      "title": "\u8ba9 ai \u52a0\u73ed\u4e00\u591c\u70e7\u4e86 7 \u4ebf token\ud83d\ude48", 
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      "url": "https://www.v2ex.com/t/1216325", 
      "title": "ccswitch \u5982\u4f55\u540c\u6b65 wsl \u548c windows \u7684\u914d\u7f6e\uff1f", 
      "id": "https://www.v2ex.com/t/1216325", 
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      "date_published": "2026-05-28T17:38:46+00:00", 
      "title": "\u6709\u7528 Taro \u771f\u7684\u505a\u51fa\u6765\u6210\u54c1 App \u7684\u4eba\u5417", 
      "id": "https://www.v2ex.com/t/1216303"
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        "name": "kekxv", 
        "avatar": "https://cdn.v2ex.com/gravatar/2c5e4e866a976b0a86e710350f44e18b?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1216270", 
      "title": "\u6709\u4f7f\u7528 aliyun \u7684 token plan \u7684\u5417\uff1f\u4e24\u5c0f\u65f6\u7528\u4e86 30%\u5de6\u53f3", 
      "id": "https://www.v2ex.com/t/1216270", 
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      "content_html": "<p>\u6709\u4f7f\u7528 aliyun \u7684 token plan \u7684\u5417\uff1f\u4e24\u5c0f\u65f6\u7528\u4e86 30%\u5de6\u53f3\u3002</p>\n<p>\u662f\u6211\u7684\u95ee\u9898\u5417\uff1f</p>\n<ul>\n<li>\u4e00\u4e2a\u4efb\u52a1\u662f\u5c06\u4e00\u4e2a pdf \u7684\u6587\u6863\u548c\u4ee3\u7801\u5339\u914d\uff0c\u589e\u52a0\u7f3a\u5c11\u7684\u63a5\u53e3</li>\n<li>\u4e00\u4e2a\u4efb\u52a1\u662f\u4f18\u5316\u524d\u7aef\u4e00\u4e2a UI \uff0c\u4ee5\u53ca\u4e00\u4e2a\u952e\u76d8\u7ec4\u4ef6\u3002vue</li>\n<li>\u5176\u4ed6\u51e0\u4e2a\u96f6\u96f6\u6563\u6563\u5c0f\u4efb\u52a1(\u8bb0\u4e0d\u6e05\u695a\uff0c\u4e0d\u8d85\u8fc7\u4e94\u4e2a\u5427)</li>\n</ul>\n<p>\u662f 200 \u5757\u94b1\u7684\u90a3\u4e2a\u5957\u9910</p>\n"
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      "date_published": "2026-05-18T01:31:38+00:00", 
      "title": "\u201c\u7b97\u529b\u7f51\u201d\u8981\u6765\u4e86", 
      "id": "https://www.v2ex.com/t/1213402"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/WangShawn", 
        "name": "WangShawn", 
        "avatar": "https://cdn.v2ex.com/gravatar/b294c1fc584c094a775427753811edf1?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213321", 
      "date_modified": "2026-05-17T11:58:50+00:00", 
      "content_html": "", 
      "date_published": "2026-05-17T09:29:39+00:00", 
      "title": "\u6709\u6ca1\u6709\u597d\u7684 skills \u63a8\u8350\uff0c\u9002\u5408\u5168\u5c40\u5b89\u88c5\u7684\uff0c\u4e3b\u8981\u662f\u5f00\u53d1\u7528", 
      "id": "https://www.v2ex.com/t/1213321"
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    {
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        "url": "https://www.v2ex.com/member/longpc", 
        "name": "longpc", 
        "avatar": "https://cdn.v2ex.com/gravatar/d35ea98d941a151d3b020ee602a3b077?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1212865", 
      "date_modified": "2026-05-15T02:47:44+00:00", 
      "content_html": "", 
      "date_published": "2026-05-15T01:38:11+00:00", 
      "title": "codex plus + cursor pro \u4f60\u4eec\u4e00\u4e2a\u6708\u591f\u7528\u5417", 
      "id": "https://www.v2ex.com/t/1212865"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/cadl", 
        "name": "cadl", 
        "avatar": "https://cdn.v2ex.com/avatar/a66d/babd/26497_large.png?m=1779511762"
      }, 
      "url": "https://www.v2ex.com/t/1212534", 
      "title": "\u7528\u4e86\u534a\u5929 Claude Code 2.1.139 \u65b0\u589e\u7684 agent view \u548c backgroud session\uff0c\u6709\u7528\u4f46\u8fd8\u662f\u6709\u4e0d\u5c11\u95ee\u9898", 
      "id": "https://www.v2ex.com/t/1212534", 
      "date_published": "2026-05-13T15:22:16+00:00", 
      "content_html": "<p>260511 \u53d1\u5e03\u7684 2.1.139 \u7248\u672c\u7684 changelog \u91cc\u7b2c\u4e00\u9879\u5c31\u662f <code>Added agent view (Research Preview)</code>\u3002\u8fd8\u6bd4\u8f83\u5c11\u6709\u5730\u5728 changelog \u91cc\u52a0\u4e0a\u4e86 agent view \u7684\u6587\u6863\u94fe\u63a5: <a href=\"https://code.claude.com/docs/en/agent-view\" rel=\"nofollow\">https://code.claude.com/docs/en/agent-view</a></p>\n<p>\u4e0d\u77e5\u9053\u5927\u5bb6\u7528\u4e86\u8fd9\u4e2a\u529f\u80fd\u6ca1\u3002\u4eca\u5929\u767d\u5929\u5c1d\u8bd5\u4f7f\u7528\u4e86\u5c0f\u534a\u5929\uff0c\u53d1\u73b0\u6709\u633a\u591a\u4eae\u70b9\uff0c\u4e5f\u6709\u4e00\u4e9b\u69fd\u70b9\u3002\u4e5f\u60f3\u542c\u542c\u5927\u5bb6\u5173\u4e8e\u5b83\u7684\u770b\u6cd5\u3002</p>\n<h3>agent view \u662f\u5565</h3>\n<p>\u8fd9\u4e2a agent view \u53ef\u4ee5\u76f4\u63a5\u5e76\u884c\u542f\u52a8 claude session \uff0c\u4ea7\u751f\u7684 session \u9ed8\u8ba4\u5c31\u4f7f\u7528 worktree \u9694\u79bb\u4e86\uff0c\u53ef\u4ee5\u5e76\u884c\u6267\u884c\u6ca1\u6709\u6587\u4ef6\u51b2\u7a81\u3002\u800c\u5b83\u542f\u52a8\u7684 background session \uff0c\u662f\u7531\u4e00\u4e2a\u72ec\u7acb\u7684 supervisor \u7ba1\u7406\u6267\u884c\u7684\uff0c\u8131\u79bb\u4e86\u7ec8\u7aef\u6216\u8005\u8fd9\u4e2a agent view \u4ecd\u4f1a\u4fdd\u6301\u6267\u884c\uff0c<strong>\u5173\u95ed\u7ec8\u7aef\u4e4b\u540e\uff0cbackground session \u4e5f\u4f1a\u7ee7\u7eed\u6267\u884c\u3002</strong> </p>\n<p>\u4f7f\u7528 ps \u67e5\u770b\u8fdb\u7a0b\uff0c\u53ef\u4ee5\u770b\u5230\u4e00\u4e2a <code>claude daemon run --spawned-by xxxx</code> PPID \u4e3a 1 \u7684 supervisor \u8fdb\u7a0b\u3002\u6211\u5728\u4e00\u76f4\u6ca1\u6709\u7559\u610f\u8fc7\u4ee5\u524d\u662f\u5426\u6709\u8fd9\u4e2a supervisor \u8fdb\u7a0b\u3002\u521a\u521a\u56de\u9000\u5230 2.1.138 \u7248\u672c\uff0c\u8c8c\u4f3c\u5e76\u4e0d\u4f1a\u542f\u52a8\u5b83\u3002\u5728\u65b0\u7248\u672c\u91cc\uff0c\u4f7f\u7528 claude agents \u3001claude \u2014bg \u3001\\bg \u65f6\uff0c\u5c31\u4f1a\u542f\u52a8\u8fd9\u4e2a supervisor \u8fdb\u7a0b\u3002</p>\n<h3>\u4f7f\u7528\u4f53\u9a8c</h3>\n<p>\u4eca\u5929\u4f7f\u7528\u4e0b\u6765\u8fd8\u662f\u6709\u51e0\u4e2a\u660e\u663e\u4e0d\u987a\u624b\u7684\u5730\u65b9\uff1a</p>\n<ul>\n<li>\u542f\u52a8\u7684 session \u5fc5\u5f00 worktree, \u4f46\u662f session \u5217\u8868\u4e0a\u770b\u4e0d\u5230\u5206\u652f\u7684\u72b6\u6001(\u80fd\u5426\u5408\u5e76\u3001\u662f\u5426\u5df2\u5408\u5e76\u7b49\u7b49)\u3002\u5bfc\u81f4\u8981\u4e0d\u65ad\u5728 agent view \u4ee5\u5916\u6765\u786e\u8ba4\u5206\u652f\u72b6\u6001\u2026\u2026</li>\n<li>agent view \u4f1a\u628a\u7528\u6237\u6240\u6709\u7684 background session \u663e\u793a\u51fa\u6765\uff0c\u5b8c\u5168\u6ca1\u6709\u5173\u4e8e workspace \u7684\u7b5b\u9009\u3002\u5982\u679c\u591a\u4e2a\u9879\u76ee\u91cc\u7528\u4e86 background session \uff0c\u8fd9\u4e2a\u5217\u8868\u4f1a\u76f8\u5f53\u6df7\u4e71</li>\n<li>agent view \u4e2d\u6d3e\u53d1 session \uff0c\u6ca1\u6cd5\u6307\u5b9a\u6743\u9650\u6a21\u5f0f\u3002\u53ea\u80fd\u4f7f\u7528 <code>claude --bg</code> \u6216 /bg \u5148\u6307\u5b9a\u6743\u9650\u6a21\u5f0f\uff0c\u518d\u201c\u63a8\u5230\u201d agent view \u4e2d</li>\n</ul>\n<p>\u611f\u89c9 Claude Code \u8fd9\u6b21\u5f88\u7740\u6025\u63a8\u51fa\u8fd9\u4e2a\u529f\u80fd\uff0c\u4e0d\u50cf\u4e00\u4e9b\u5176\u4ed6\u529f\u80fd\uff0c\u662f\u663e\u5f0f\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u5f00\u542f\u3002\u800c agent view \u9700\u8981\u989d\u5916\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u5173\u95ed\u3002</p>\n<p>\u4f46\u662f\u603b\u4f53\u4f7f\u7528\u4e0b\u6765\uff0c\u8fd8\u662f\u80fd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u66ff\u4ee3\u7c7b\u4f3c conductor \u7684\u8f6f\u4ef6\u3002\u5e76\u4e14\u4e2a\u4eba\u611f\u89c9\u8fd9\u6b21\u66f4\u65b0\u6700\u4e3b\u8981\u7684\uff0c\u5c31\u662f\u589e\u52a0\u4e86 supervisor \u7684\u8fd9\u4e2a\u89d2\u8272\uff0c\u6709\u80fd\u529b\u505a\u66f4\u591a\u7684\u4e8b\u60c5\uff0c\u4f8b\u5982\u6269\u5145 remote-control \u7684\u80fd\u529b\u3002</p>\n<p>\u6211\u8bd5\u4e86\u4e0b\uff0c\u5982\u679c\u5f00\u4e86\u5141\u8bb8\u6240\u6709 session \u4f7f\u7528 remote-control \u7684\u8bbe\u7f6e\uff0cagent view \u751f\u6210\u7684 background session \uff0c\u5728 claude \u624b\u673a App \u91cc\u4e5f\u80fd\u770b\u5230\uff0c\u53ef\u4ee5\u7ee7\u7eed\u5bf9\u8bdd\uff0c\u8fd8\u633a\u597d\u7528\u7684\u3002\u867d\u7136\u6309\u7167\u76ee\u524d remote-control \u7684\u4f7f\u7528\u6d41\u7a0b\uff0cClaude App \u7aef\u8fd8\u4e0d\u80fd\u521b\u5efa session \uff0c\u4e0d\u8fc7 Claude Code \u90fd\u6709 supervisor \u4e86\uff0c\u4f30\u8ba1\u4ee5\u540e\u624b\u673a Claude App \u542f\u52a8\u4e3b\u673a\u4e0a\u7684 session \u4e5f\u662f\u5206\u5206\u949f\u7684\u4e8b\u3002remote-control \u53ef\u9884\u89c1\u5730\u4f1a\u8d8a\u6765\u8d8a\u597d\u7528\u3002</p>\n<p>\u6700\u540e\u5939\u5e26\u4e2a\u79c1\u8d27 \ud83d\ude04\u3002\u5982\u679c\u4e0d\u662f\u5b98\u65b9\u8ba2\u9605\u4e0d\u80fd\u7528 remote-control \uff0c\u6216\u8005\u4e0d\u4e60\u60ef remote-control \u804a\u5929\u6837\u7684\u4ea4\u4e92\uff0c\u60f3\u5728\u79fb\u52a8\u7aef\u4f7f\u7528 Claude Code/Codex \u3002\u81ea\u8350\u4e00\u4e0b\u6211\u641e\u7684\u8fdc\u7a0b\u4f7f\u7528 Claude Code/Codex iOS App -- <a href=\"https://servercc.llpsh.com/zh\" rel=\"nofollow\">ServerCC</a> \u3002\u4e4b\u524d\u5728\u7ad9\u91cc\u5ba3\u4f20\u8fc7\uff0c\u6709\u597d\u4e9b\u5c0f\u4f19\u4f34\u5728\u4f7f\u7528\u4e86\uff0c\u63d0\u4e86\u5f88\u591a\u5b9d\u8d35\u5efa\u8bae\u3002\u73b0\u5728\u9664\u4e86\u53ef\u4ee5\u5728\u79fb\u52a8\u7f51\u7edc\u4e0b\u9ad8\u8d28\u91cf\u4f7f\u7528 cc/codex \uff0c\u8fd8\u53ef\u4ee5\u6d4f\u89c8\u4e0a\u4f20\u5de5\u4f5c\u533a\u6587\u4ef6\u3001vnc \u67e5\u770b\u684c\u9762\u5185\u5bb9\u8c03\u8bd5 UI \u3001\u7c7b\u4f3c termius \u7684\u5b9a\u4f4d\u4fdd\u6d3b\u7b49\u7b49\u3002\u540e\u9762\u7684\u7248\u672c\u4e5f\u4f1a\u63a5\u5165 agent view \u4ee5\u53ca\u8fd9\u4e2a background session \u3002</p>\n"
    }
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}