{"id":91442,"date":"2026-08-07T23:14:44","date_gmt":"2026-08-07T15:14:44","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/91442.html"},"modified":"2026-08-07T23:14:44","modified_gmt":"2026-08-07T15:14:44","slug":"%e8%b1%86%e5%8c%85%e5%90%8e%e5%8f%b0%e6%93%8d%e4%bd%9c%e6%89%8b%e6%9c%ba%e5%8e%9f%e7%90%86%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/91442.html","title":{"rendered":"\u8c46\u5305\u540e\u53f0\u64cd\u4f5c\u624b\u673a\u539f\u7406\u5206\u6790"},"content":{"rendered":"

\u8c46\u5305\u624b\u673a\u7aef（\u7279\u6307\u8c46\u5305\u624b\u673a\u52a9\u624b，\u5373\u4e0e\u4e2d\u5174\u5408\u4f5c\u7684\u7cfb\u7edf\u7ea7\u5de5\u7a0b\u673a，\u975e\u666e\u901a\u8c46\u5305App）\u5728\u64cd\u4f5c\u624b\u673a\u9875\u9762\u65f6，\u91c7\u7528\u7684\u662f\u4e00\u5957**\u201c\u7ed5\u8fc7\u65e0\u969c\u788d\u670d\u52a1\u3001\u76f4\u62b5\u7cfb\u7edf\u5185\u6838\u201d**\u7684\u5e95\u5c42\u65b9\u6848\u3002\u5176\u6838\u5fc3\u5728\u4e8e：\u865a\u62df\u5c4f\u5e55\u9694\u79bb + \u7cfb\u7edf\u7ea7\u4e8b\u4ef6\u6ce8\u5165 + \u7aef\u4e91\u89c6\u89c9\u63a8\u7406\u3002<\/p>\n

\n

\u4e00\u3001\u6574\u4f53\u67b6\u6784：\u611f\u77e5 \u2192 \u89c4\u5212 \u2192 \u6267\u884c<\/h3>\n

\u8c46\u5305\u624b\u673a\u52a9\u624b\u7684\u8fd0\u884c\u903b\u8f91\u9075\u5faa GUI Agent（\u56fe\u5f62\u754c\u9762\u667a\u80fd\u4f53）\u7684\u7ecf\u5178\u5faa\u73af ：<\/p>\n

\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n\u2502 \u611f\u77e5（\u770b） \u2502 \u2192 \u2502 \u89c4\u5212（\u60f3） \u2502 \u2192 \u2502 \u6267\u884c（\u505a） \u2502
\n\u2502 GPU\u7f13\u51b2\u533a\u8bfb\u5c4f \u2502 \u2502 \u4e91\u7aef\u5927\u6a21\u578b \u2502 \u2502 \u6ce8\u5165\u8f93\u5165\u4e8b\u4ef6 \u2502
\n\u2502 \u865a\u62df\u5c4f\u5e55\u622a\u56fe \u2502 \u2502 \u89c6\u89c9\u7406\u89e3+\u63a8\u7406 \u2502 \u2502 \u6a21\u62df\u89e6\u63a7 \u2502
\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n

\n

\u4e8c\u3001\u611f\u77e5\u5c42：\u5982\u4f55"\u770b\u5230"\u9875\u9762？（\u4e0d\u622a\u56fe\u3001\u4e0d\u4f9d\u8d56\u65e0\u969c\u788d）<\/h3>\n

\u4f20\u7edf\u81ea\u52a8\u5316\u5de5\u5177（\u5982AutoGLM）\u4f9d\u8d56 AccessibilityService \u8bfb\u53d6\u754c\u9762\u5143\u7d20，\u4f46\u8c46\u5305\u624b\u673a\u52a9\u624b\u5b8c\u5168\u4e0d\u4f9d\u8d56\u65e0\u969c\u788d\u670d\u52a1 \u3002<\/p>\n

\u5b83\u901a\u8fc7\u4ee5\u4e0b\u7cfb\u7edf\u7ea7\u6743\u9650\u83b7\u53d6\u5c4f\u5e55\u5185\u5bb9：<\/p>\n\n\u6743\u9650\u4f5c\u7528<\/tr>\n\n\n\n\n
CAPTURE_VIDEO_OUTPUT<\/td>\n\u6355\u83b7\u5c4f\u5e55\u89c6\u9891\u8f93\u51fa\u6d41<\/td>\n<\/tr>\n
CAPTURE_SECURE_VIDEO_OUTPUT<\/td>\n\u6355\u83b7\u6807\u8bb0\u4e3a Secure \u7684\u9875\u9762（\u4f46\u8c46\u5305\u58f0\u79f0\u9075\u5faaSecure\u6807\u8bb0，\u4e0d\u622a\u53d6\u94f6\u884c\u7c7b\u654f\u611f\u9875\u9762）<\/td>\n<\/tr>\n
READ_FRAME_BUFFER<\/td>\n\u76f4\u63a5\u4ece GPU\u56fe\u5f62\u7f13\u51b2\u533a \u8bfb\u53d6\u539f\u59cb\u56fe\u50cf\u6570\u636e，\u800c\u975e\u8c03\u7528\u4e0a\u5c42\u622a\u56feAPI<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5173\u952e\u4f18\u52bf：\u7ed5\u8fc7\u5e94\u7528\u5c42\u7684\u53cd\u622a\u56fe\/\u53cd\u5f55\u5c4f\u9650\u5236（\u5982\u94f6\u884cApp\u7684DRM\u4fdd\u62a4），\u56e0\u4e3a\u6570\u636e\u6765\u81ea\u5185\u6838\u5c42\u7684GPU\u7f13\u51b2\u533a，\u800c\u975e\u5e94\u7528\u5c42API\u3002<\/p>\n

\n

\u4e09\u3001\u540e\u53f0\u64cd\u4f5c\u7684\u6838\u5fc3：\u865a\u62df\u5c4f\u5e55（\u201c\u5f71\u5b50\u7cfb\u7edf\u201d）<\/h3>\n

\u8fd9\u662f\u56de\u7b54\u4f60**\u201c\u9875\u9762\u4f4d\u4e8e\u540e\u9762\u65f6\u4e5f\u53ef\u4ee5\u64cd\u4f5c\u5417\u201d**\u7684\u5173\u952e：\u53ef\u4ee5，\u4e14\u4e0d\u5f71\u54cd\u4f60\u524d\u53f0\u6b63\u5e38\u4f7f\u7528\u624b\u673a\u3002<\/p>\n

\u8c46\u5305\u624b\u673a\u52a9\u624b\u901a\u8fc7 Android \u7684 WindowManagerService \u521b\u5efa\u4e86\u4e00\u4e2a\u4e0e\u7269\u7406\u5c4f\u5e55\u5206\u8fa8\u7387\u76f8\u540c\u7684"\u65e0\u5934"\u865a\u62df\u5c4f\u5e55（Headless Virtual Display）：<\/p>\n

\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510
\n\u2502 \u7269\u7406\u5c4f\u5e55 (Display 0) \u2502
\n\u2502 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u2502
\n\u2502 \u2502 \u7528\u6237\u524d\u53f0：\u5237\u6296\u97f3\u3001\u804a\u5fae\u4fe1 \u2502 \u2190 \u4f60\u6b63\u5e38\u4f7f\u7528
\n\u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2502
\n\u2502 \u2502
\n\u2502 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u2502
\n\u2502 \u2502 \u865a\u62df\u5c4f\u5e55 (Virtual Display) \u2502 \u2190 \u8c46\u5305\u5728\u540e\u53f0\u64cd\u4f5c\u4eac\u4e1c\/\u6dd8\u5b9d
\n\u2502 \u2502 \u5206\u8fa8\u7387\u76f8\u540c，\u72ec\u7acb\u7126\u70b9，GPU\u5408\u6210 \u2502 \u2502
\n\u2502 \u2502 \u753b\u9762\u4f4e\u9891\u53d1\u9001\u81f3\u4e91\u7aef\u63a8\u7406 \u2502 \u2502
\n\u2502 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2502
\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n

    \n
  • \u72ec\u7acb\u7126\u70b9：\u865a\u62df\u5c4f\u5e55\u62e5\u6709\u72ec\u7acb\u7684\u8f93\u5165\u7126\u70b9，\u4e0e\u7269\u7406\u5c4f\u5e55\u4e92\u4e0d\u5e72\u6270<\/li>\n
  • \u540e\u53f0\u8fd0\u884c：\u7528\u6237\u53ef\u4ee5\u5728\u524d\u53f0\u5237\u89c6\u9891\u3001\u53d1\u6d88\u606f，\u8c46\u5305\u5728\u865a\u62df\u5c4f\u4e0a\u9ed8\u9ed8\u6267\u884c\u4efb\u52a1<\/li>\n
  • \u968f\u65f6\u67e5\u770b：\u70b9\u51fb\u5c4f\u5e55\u9876\u90e8\u7684\u6a2a\u6761，\u53ef\u5c06\u865a\u62df\u5c4f\u753b\u9762\u6295\u5c04\u5230\u7269\u7406\u5c4f\u4e0a"\u76d1\u5de5"<\/li>\n<\/ul>\n
    \n

    \u56db\u3001\u89c4\u5212\u5c42：\u7aef\u4e91\u534f\u4f5c\u63a8\u7406<\/h3>\n

    \u8c46\u5305\u624b\u673a\u52a9\u624b\u7684"\u5927\u8111"\u4e3b\u8981\u5728\u4e91\u7aef：<\/p>\n

  • \u672c\u5730：aikernel \u8fdb\u7a0b（\u5185\u5b58\u5360\u7528\u7ea6160M）\u8d1f\u8d23\u627f\u63a5\u4efb\u52a1\u3001\u6267\u884c\u6307\u4ee4\u3001\u7ba1\u7406\u672c\u5730\u72b6\u6001<\/li>\n
  • \u4e91\u7aef：\u6bcf 3-5\u79d2 \u5c06\u865a\u62df\u5c4f\u753b\u9762（\u7ea6 250KB\/\u5e27）\u4e0a\u4f20\u81f3\u5b57\u8282\u670d\u52a1\u5668（obriccloud.com）<\/li>\n
  • \u63a8\u7406：\u4e91\u7aef\u591a\u6a21\u6001\u5927\u6a21\u578b（\u63a8\u6d4b\u4e3a UI-TARS \u7cfb\u5217）\u5206\u6790\u5c4f\u5e55\u5185\u5bb9，\u8fd4\u56de\u7ea6 1KB \u7684\u7cbe\u7b80\u6307\u4ee4（\u5982：click @e2, swipe_up, input_text \u7b49）<\/li>\n
  • \u5faa\u73af：\u672c\u5730\u6267\u884c \u2192 \u518d\u6b21\u622a\u56fe\u4e0a\u4f20 \u2192 \u4e91\u7aef\u5224\u65ad\u4e0b\u4e00\u6b65，\u76f4\u5230\u4efb\u52a1\u5b8c\u6210<\/li>\n

    \u8fd9\u79cd"\u91cd\u4e91\u8f7b\u7aef"\u7684\u8bbe\u8ba1，\u8ba9\u672c\u5730\u8d1f\u62c5\u6700\u5c0f\u5316，\u590d\u6742\u63a8\u7406\u7531\u4e91\u7aef\u627f\u62c5 \u3002<\/p>\n

    \n

    \u4e94\u3001\u6267\u884c\u5c42：\u5982\u4f55"\u64cd\u4f5c"\u9875\u9762？（\u5e7d\u7075\u624b\u6307）<\/h3>\n

    \u8fd9\u662f\u8c46\u5305\u4e0e\u4f20\u7edf\u81ea\u52a8\u5316\u5de5\u5177\u6700\u672c\u8d28\u7684\u533a\u522b\u3002\u5b83\u4e0d\u901a\u8fc7\u65e0\u969c\u788d\u670d\u52a1\u6a21\u62df\u70b9\u51fb，\u800c\u662f：<\/p>\n

    1. INJECT_EVENTS \u7cfb\u7edf\u6743\u9650<\/h4>\n

    \u901a\u8fc7 \u7cfb\u7edf\u7b7e\u540d（\u4e0e\u624b\u673a\u5382\u5546\u5408\u4f5c\u9884\u88c5，\u62e5\u6709\u7cfb\u7edf\u7ea7\u79c1\u94a5），\u8c46\u5305\u6301\u6709 INJECT_EVENTS \u6743\u9650，\u76f4\u63a5\u5411 Linux\u5185\u6838\u7684 Input Subsystem \u6ce8\u5165\u539f\u59cb\u8f93\u5165\u4e8b\u4ef6 ：<\/p>\n

    \/\/ \u4f2a\u4ee3\u7801\u793a\u610f：\u76f4\u63a5\u5411\u5185\u6838\u6ce8\u5165\u89e6\u6478\u4e8b\u4ef6<\/span>
    \ninjectInputEvent<\/span>(<\/span>MotionEvent<\/span>.<\/span>obtain<\/span>(<\/span>.<\/span>.<\/span>.<\/span>,<\/span> displayId=<\/span>virtualDisplayId,<\/span> .<\/span>.<\/span>.<\/span>)<\/span>)<\/span>;<\/span><\/p>\n

      \n
    • \u6743\u9650\u7ea7\u522b：\u8fdc\u9ad8\u4e8e\u65e0\u969c\u788d\u670d\u52a1，\u4ec5\u624b\u673a\u5382\u5546\u9884\u88c5\u5e94\u7528\u6216\u6301\u6709\u7cfb\u7edf\u7b7e\u540dkey\u7684\u5e94\u7528\u624d\u80fd\u83b7\u5f97<\/li>\n
    • \u8de8\u5e94\u7528\u80fd\u529b：\u53ef\u5c06\u4e8b\u4ef6\u53d1\u9001\u5230\u4efb\u4f55\u7a97\u53e3\u6216\u4efb\u610fApp，\u4e0d\u53d7\u524d\u53f0\u9650\u5236<\/li>\n
    • \u6307\u5b9adisplayId：\u901a\u8fc7\u6307\u5b9a\u865a\u62df\u5c4f\u5e55\u7684displayId，\u4e8b\u4ef6\u7cbe\u51c6\u843d\u5728\u865a\u62df\u5c4f\u4e0a，\u800c\u975e\u7269\u7406\u5c4f<\/li>\n<\/ul>\n

      2. \u4eff\u751f\u89e6\u63a7\u7b97\u6cd5（\u53cd\u98ce\u63a7）<\/h4>\n

      \u4e3a\u4e86\u9a97\u8fc7\u5fae\u4fe1\u3001\u6dd8\u5b9d\u7b49App\u7684\u98ce\u63a7\u5f15\u64ce（\u5b83\u4eec\u80fd\u8bc6\u522b\u673a\u68b0\u70b9\u51fb），\u8c46\u5305\u8fd8\u5f15\u5165\u4e86\u4eff\u751f\u8fd0\u52a8\u7b97\u6cd5 ：<\/p>\n

        \n
      • \u70b9\u51fb\u5750\u6807\u52a0\u5165\u5fae\u5c0f\u968f\u673a\u504f\u79fb（\u975e\u50cf\u7d20\u7ea7\u5b8c\u7f8e）<\/li>\n
      • \u6309\u538b\u65f6\u95f4\u6a21\u62df\u4eba\u7c7b\u5206\u5e03（\u975e\u56fa\u5b9a50ms）<\/li>\n
      • \u6ed1\u52a8\u8f68\u8ff9\u52a0\u5165\u8d1d\u585e\u5c14\u66f2\u7ebf\u62df\u5408（\u975e\u76f4\u7ebf）<\/li>\n<\/ul>\n
        \n

        \u516d\u3001\u4e0e\u4f20\u7edf\u65b9\u6848\u7684\u5bf9\u6bd4<\/h3>\n\n\u7ef4\u5ea6\u666e\u901a\u65e0\u969c\u788d\u65b9\u6848（\u5982AutoGLM）\u8c46\u5305\u624b\u673a\u52a9\u624b<\/tr>\n\n\n\n\n\n\n\n
        \u8bfb\u5c4f\u65b9\u5f0f<\/td>\nAccessibilityService \u8bfb\u53d6\u8282\u70b9\u6811<\/td>\nGPU\u7f13\u51b2\u533a\u76f4\u63a5\u53d6\u56fe<\/td>\n<\/tr>\n
        \u64cd\u4f5c\u65b9\u5f0f<\/td>\n\u65e0\u969c\u788d\u6a21\u62df\u70b9\u51fb（\u524d\u53f0\u72ec\u5360）<\/td>\nINJECT_EVENTS \u5185\u6838\u6ce8\u5165（\u540e\u53f0\u5e76\u884c）<\/td>\n<\/tr>\n
        \u540e\u53f0\u80fd\u529b<\/td>\n\u274c \u5360\u7528\u7269\u7406\u5c4f\u5e55，\u65e0\u6cd5\u524d\u53f0\u5e76\u884c<\/td>\n\u2705 \u865a\u62df\u5c4f\u9694\u79bb，\u7528\u6237\u53ef\u6b63\u5e38\u4f7f\u7528\u624b\u673a<\/td>\n<\/tr>\n
        \u6743\u9650\u6765\u6e90<\/td>\n\u7528\u6237\u624b\u52a8\u6388\u6743\u65e0\u969c\u788d<\/td>\n\u7cfb\u7edf\u7b7e\u540d\u9884\u88c5，\u7cfb\u7edf\u7ea7\u6743\u9650<\/td>\n<\/tr>\n
        \u53cd\u98ce\u63a7\u80fd\u529b<\/td>\n\u8f83\u5f31，\u6613\u88ab\u8bc6\u522b\u4e3a\u811a\u672c<\/td>\n\u4eff\u751f\u7b97\u6cd5，\u66f4\u63a5\u8fd1\u771f\u4eba<\/td>\n<\/tr>\n
        \u9002\u7528\u8bbe\u5907<\/td>\n\u4efb\u610f\u5b89\u5353\u624b\u673a<\/td>\n\u4ec5\u5408\u4f5c\u5382\u5546\u9884\u88c5\u673a\u578b（\u5982\u4e2d\u5174nubia M153）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
        \n

        \u4e03\u3001\u5b89\u5168\u8fb9\u754c\u4e0e\u9650\u5236<\/h3>\n

        \u5c3d\u7ba1\u6743\u9650\u6781\u9ad8，\u8c46\u5305\u4e5f\u8bbe\u7f6e\u4e86\u82e5\u5e72\u5b89\u5168\u9600 ：<\/p>\n

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