{
  "version": "https://jsonfeed.org/version/1", 
  "title": "\u6295\u8d44", 
  "description": "Can you make money with money?", 
  "home_page_url": "https://www.v2ex.com/go/invest", 
  "feed_url": "https://www.v2ex.com/feed/invest.json", 
  "icon": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_large.png?m=1782097568", 
  "favicon": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_normal.png?m=1782097568", 
  "items": [
    {
      "author": {
        "url": "https://www.v2ex.com/member/NewMoorj", 
        "name": "NewMoorj", 
        "avatar": "https://cdn.v2ex.com/avatar/c01e/d25e/624603_large.png?m=1685448619"
      }, 
      "url": "https://www.v2ex.com/t/1245850", 
      "title": "\u524d\u6bb5\u65f6\u95f4\u7684\u53d1\u5e16\uff1a\u4e00\u4e2a\u9ad8\u80dc\u7387\u7684\u7b56\u7565\uff0c\u4e3a\u4ec0\u4e48\u6ca1\u591a\u5c11\u4eba\u7528\u5462\uff1f", 
      "id": "https://www.v2ex.com/t/1245850", 
      "date_published": "2026-09-30T08:11:53+00:00", 
      "content_html": "\u539f\u5e16\u94fe\u63a5\uff1a <a target=\"_blank\" href=\"https://www.v2ex.com/t/1241459\">https://www.v2ex.com/t/1241459</a><br /><br />\u6700\u8fd1\u53c8\u5403\u4e86\u4e00\u6b21\uff0c\u8fd8\u662f\u80a5\u561f\u561f\u7684\u3002<br /><br />\u5144\u5f1f\u4eec\u6709\u540c\u6837\u64cd\u4f5c\u7684\u5417\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/102errors", 
        "name": "102errors", 
        "avatar": "https://cdn.v2ex.com/gravatar/1506f1904b5c6ab8c650b037fd5d51a8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1245745", 
      "title": "\u6295\u8d44\u4ea4\u6d41\u7fa4\u9009\u62e9\u5efa\u8bae\ud83d\ude4f", 
      "id": "https://www.v2ex.com/t/1245745", 
      "date_published": "2026-09-30T02:47:48+00:00", 
      "content_html": "<p>\u6700\u8fd1\u60f3\u5f00\u4e00\u4e2a\u6295\u8d44\u4ea4\u6d41\u7fa4\uff0c\u60f3\u8bf7\u6559\u4e00\u4e0b\u9009\u4ec0\u4e48\u5e73\u53f0\u5f00\u7fa4\u66f4\u65b9\u4fbf\u3002</p>\n<p>\u76ee\u524d\u8ba1\u5212\u6709\u4e24\u7c7b\u65b9\u5411\uff1a1\uff09\u4e13\u6ce8\u7f8e\u80a1 2\uff09\u8986\u76d6\u7f8e\u80a1\u3001A \u80a1\u7b49\u591a\u4e2a\u79cd\u7c7b</p>\n<p>\u5e73\u65f6\u7528\u7535\u62a5\u8f83\u591a\uff0c\u5bf9\u5b83\u6bd4\u8f83\u719f\u6089\uff1a\n1\uff09\u7f8e\u80a1 - \u53ef\u4ee5\u9009\u666e\u901a group \u7c7b\u578b\uff0c\u4e5f\u53ef\u4ee5\u9009 topic \u7c7b\u578b\uff0c\u6bcf\u4e2a\u80a1\u7968\u90fd\u4ee5 thread \u7684\u5f62\u5f0f\u6765\u805a\u7126\u8ba8\u8bba\n2\uff09\u591a\u79cd\u7c7b - \u5982\u679c\u7528\u666e\u901a group\uff0c\u5185\u5bb9\u4f1a\u5f88\u6742\u4e71\uff0c\u6240\u4ee5\u53ef\u80fd\u9009 topic \u7c7b\u578b\u66f4\u597d\uff0c\u4e0d\u540c\u79cd\u7c7b\u90fd\u5728\u4e0d\u540c thread \u4e0b\u8ba8\u8bba</p>\n<p>\u4e0d\u77e5\u9053\u9664\u4e86\u7535\u62a5\uff0c\u8fd8\u6709\u6ca1\u6709\u522b\u7684\u5e73\u53f0\u5bf9\u8fd9\u79cd\u573a\u666f\u7684\u652f\u6301\u66f4\u597d\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jazzg62", 
        "name": "jazzg62", 
        "avatar": "https://cdn.v2ex.com/avatar/ef1b/eabd/507419_large.png?m=1723508679"
      }, 
      "url": "https://www.v2ex.com/t/1245687", 
      "title": "A \u80a1 \u4e07\u79d1 \u623f\u5730\u4ea7\u65b0\u653f\u7b56", 
      "id": "https://www.v2ex.com/t/1245687", 
      "date_published": "2026-09-30T00:32:04+00:00", 
      "content_html": "9 \u6708 29 \u53d1\u7684\u65b0\u653f\u7b56\uff0c\u4e07\u79d1 A \u63d0\u524d 11 \u5929\u5c31\u5f00\u59cb\u6da8\u505c\u4e86\uff0c\u5982\u679c\u7b97\u4e0a\u524d\u671f\u9ed8\u9ed8\u5438\u7b79\u7684\u65f6\u95f4\uff0c\u8fd8\u6307\u4e0d\u5b9a\u662f\u591a\u4e45\u524d\u77e5\u9053\u6d88\u606f\u7684\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1245506", 
      "title": "\u518d\u5f00\u4e00\u5929\uff0c\u5c31\u5173\u95e8\u4e86 \u5404\u4f4d\u597d\u597d\u8fc7\u8282\u5427", 
      "id": "https://www.v2ex.com/t/1245506", 
      "date_published": "2026-09-29T05:32:05+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/chk141", 
        "name": "chk141", 
        "avatar": "https://cdn.v2ex.com/avatar/fdc3/d841/441162_large.png?m=1636448673"
      }, 
      "url": "https://www.v2ex.com/t/1245462", 
      "date_modified": "2026-09-29T03:01:42+00:00", 
      "content_html": "<p>\u90fd\u662f v2 \u7684\u670b\u53cb\u8fdb\n<a href=\"https://shimo.im/docs/1d3aMNxmpPcg9l3g\" rel=\"nofollow\">https://shimo.im/docs/1d3aMNxmpPcg9l3g</a>\n\u6700\u8fd1\u4e8f\u9ebb\u4e86\uff0c\u786e\u5b9e\u8fd8\u662f\u5b9a\u6295\u7eb3\u6307\u597d\uff01</p>\n", 
      "date_published": "2026-09-29T02:56:37+00:00", 
      "title": "v2 \u80a1\u7968\u7fa4\u518d\u6765\u70b9\u4eba\u62b1\u5934\u75db\u54ed", 
      "id": "https://www.v2ex.com/t/1245462"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/mmz0717", 
        "name": "mmz0717", 
        "avatar": "https://cdn.v2ex.com/gravatar/483aad2c5cbbbda18a0d627a77a6f3b3?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1245230", 
      "title": "\u6628\u5929\u624d\u52a0\u5165\u4e86 v2 \u7684\u4e00\u4e2a\u80a1\u7968\u7fa4", 
      "id": "https://www.v2ex.com/t/1245230", 
      "date_published": "2026-09-28T06:15:18+00:00", 
      "content_html": "\u679c\u7136\uff0c\u4eca\u5929\u7acb\u7aff\u89c1\u5f71\uff0c\u5c31\u662f\u4e3a\u4e86\u4e0b\u8dcc\u7684\u65f6\u5019\uff0c\u80fd\u6709\u4e2a\u62b1\u5934\u75db\u54ed\u7684\u5730\u65b9\u3002\u5988\u7684\uff0c\u90fd\u5df2\u7ecf\u8fde\u4e8f 4 \u5929\u4e86\uff0c\u4eca\u5929\u6765\u4e86\u4e00\u628a\u5927\u7684\u3002\u8fd8\u662f\u8001\u8bdd\u8bf4\u5f97\u597d\u554a\uff0c\u76f8\u4fe1\u56fd\u8fd0\uff0c\u5b9a\u6295\u7eb3\u6307"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1245220", 
      "title": "\u673a\u5668\u4eba\u4e3b\u9898\uff0c\u672a\u6765\u5927\u5bb6\u600e\u4e48\u770b", 
      "id": "https://www.v2ex.com/t/1245220", 
      "date_published": "2026-09-28T05:42:45+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/510908220", 
        "name": "510908220", 
        "avatar": "https://cdn.v2ex.com/avatar/f832/69c6/287613_large.png?m=1785059415"
      }, 
      "url": "https://www.v2ex.com/t/1245142", 
      "title": "\u5927 A \u53c8\u662f\u97e7\u6027\u7684\u4e00\u5929", 
      "id": "https://www.v2ex.com/t/1245142", 
      "date_published": "2026-09-28T01:59:02+00:00", 
      "content_html": "<p>\u9065\u9065\u9886\u5148</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jerry10086", 
        "name": "jerry10086", 
        "avatar": "https://cdn.v2ex.com/gravatar/2720a0beab22cd5f2131efe02b45e420?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244613", 
      "date_modified": "2026-09-26T00:01:38+00:00", 
      "content_html": "<p>\u76ee\u524d\u5b9a\u6295 \u6807\u666e + \u7eb3\u6307\uff0c\u65e0\u5948\u573a\u5916\u989d\u5ea6\u592a\u5c11\u4e86\uff0c\u6807\u666e\u7ecf\u5e38\u5173\u95e8\uff0c\u8ba1\u5212\u5b9a\u6295 20 \u5e74</p>\n<p>\u56fd\u5185\u7684\u5b9a\u6295\u6709 \u5357\u65b9\u7ea2\u5229\u4f4e\u6ce2 50 \uff0c</p>\n<p>\u5927\u4f6c\u4eec\u8fd9\u4e2a\u7ec4\u5408\u53ef\u4ee5\u5417\uff1f\u6709\u4ec0\u4e48\u66f4\u597d\u7684\u5efa\u8bae\u5417\uff1f</p>\n", 
      "date_published": "2026-09-24T08:59:25+00:00", 
      "title": "\u7406\u8d22\u6295\u8d44", 
      "id": "https://www.v2ex.com/t/1244613"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ragnarok19", 
        "name": "ragnarok19", 
        "avatar": "https://cdn.v2ex.com/gravatar/d62d88ed84f476760bc603403f3ed165?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244582", 
      "date_modified": "2026-09-24T07:55:36+00:00", 
      "content_html": "<p>\u5404\u4f4d V \u53cb\u5927\u5bb6\u597d\uff1a</p>\n<p>\u5e73\u65f6\u81ea\u5df1\u6bd4\u8f83\u5173\u6ce8\u7f8e\u80a1\uff0c\u5e38\u7528\u4e3b\u6d41 AI \u5de5\u5177\uff08 Claude / ChatGPT / Spark \u7b49\uff09\u6765\u505a\u6807\u7684\u5206\u6790\u3002\u4e3a\u4e86\u8bb0\u5f55\u548c\u5206\u4eab\uff0c\u987a\u624b\u505a\u4e86\u4e00\u4e2a\u5f00\u6e90\u5c0f\u7f51\u7ad9\u6765\u5206\u4eab\u8fd9\u4e9b AI \u751f\u6210\u7684\u5206\u6790\u62a5\u544a\u3002</p>\n<ul>\n<li><strong>\u7f51\u7ad9\u5730\u5740</strong>\uff1a <a href=\"https://lwj.ai\" rel=\"nofollow\">https://lwj.ai</a></li>\n</ul>\n<hr/>\n<h3>\u4e92\u52a8\u4f53\u9a8c</h3>\n<p>\u5927\u5bb6\u5982\u679c\u6709\u611f\u5174\u8da3\u7684\u7f8e\u80a1\u6807\u7684\uff08 Ticker \uff09\uff0c\u53ef\u4ee5\u5728<strong>\u672c\u5e16\u7559\u8a00</strong>\uff0c\u6211\u4f1a\u514d\u8d39\u5e2e\u5fd9\u8dd1\u4e00\u4efd\u8be6\u7ec6\u7684\u5206\u6790\u62a5\u544a\u5e76\u56de\u590d\u5728\u697c\u4e0b\u3002</p>\n<p>\u521d\u7248\u529f\u80fd\u6bd4\u8f83\u7b80\u5355\uff0c\u975e\u5e38\u6b22\u8fce\u5404\u4f4d\u5927\u4f6c\u4f53\u9a8c\u5e76\u63d0\u51fa\u5b9d\u8d35\u7684\u6539\u8fdb\u5efa\u8bae/\u5410\u69fd\uff01</p>\n", 
      "date_published": "2026-09-24T07:49:37+00:00", 
      "title": "\u505a\u4e86\u4e2a AI \u5206\u6790\u7f8e\u80a1\u6807\u7684\u5206\u4eab\u7f51\u7ad9\uff0c\u5df2\u5f00\u6e90\uff0c\u5927\u5bb6\u53ef\u4ee5\u5728\u697c\u4e0b\u7559\u6807\u7684\u6211\u5e2e\u5fd9\u8dd1\u5206\u6790", 
      "id": "https://www.v2ex.com/t/1244582"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/he123", 
        "name": "he123", 
        "avatar": "https://cdn.v2ex.com/gravatar/eea48c3dabb885b92a5422490430ad23?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244568", 
      "date_modified": "2026-09-25T01:18:51+00:00", 
      "content_html": "<p>\u5f88\u591a\u4eba\u90fd\u5728\u7528 ai \u91cf\u5316\uff0c\u6216\u8005\u5206\u6790\u5404\u79cd\u8d22\u62a5\uff0c\u5404\u79cd\u5c0f\u5de5\u5177\u4e00\u5927\u5806\uff0c\u8bf7\u95ee\u5b9e\u9645\u4f7f\u7528\u60c5\u51b5\u4e0b\uff0c\u6709\u76c8\u5229\u5417\uff0c\u6536\u76ca\u5982\u4f55\u3002\u5f88\u7126\u8651\uff0c\u611f\u89c9\u5927\u5bb6\u90fd\u5728\u75af\u72c2\u5730\u8d5a\u94b1</p>\n", 
      "date_published": "2026-09-24T07:18:02+00:00", 
      "title": "AI \u91cf\u5316", 
      "id": "https://www.v2ex.com/t/1244568"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/JohnXu20151211", 
        "name": "JohnXu20151211", 
        "avatar": "https://cdn.v2ex.com/gravatar/58b49211768add9b479f99100faba14f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244558", 
      "date_modified": "2026-09-26T00:03:10+00:00", 
      "content_html": "<p>\u60f3\u95ee\u4e00\u4e0b\u73b0\u5728\u9664\u4e86\u5b58\u5b9a\u671f\u8fd8\u6709\u4ec0\u4e48\u7a33\u5b9a\u7684\u7406\u8d22\u65b9\u5f0f\uff1f</p>\n<p>\u6211\u73b0\u5728\u9664\u4e86\u5b58\u5b9a\u671f\u548c\u4e00\u4e9b\u7c7b\u4f3c\u4f59\u989d\u5b9d\u3001\u6708\u6708\u76c8\u4e4b\u7c7b\u7684\u7406\u8d22\uff0c\u5176\u4ed6\u90fd\u4e0d\u77e5\u9053\u4e86\u3002</p>\n<p>\u6211\u60f3\u8981\u7a33\u5b9a\u7684\u7406\u8d22\uff0c\u4e5f\u5c31\u662f\u7edd\u4e0d\u8d54\u672c\u7684 R1 \u4f4e\u98ce\u9669\u7684\u3002\u73b0\u5728\u6700\u9ad8\u7684\u5b9a\u671f\u662f\u5de5\u884c\u80fd\u62ff 1.6 \u3001\u5317\u4eac\u94f6\u884c\u80fd\u62ff 1.75 \u3002\u4e5f\u770b\u8fc7\u5176\u4ed6\u4eba\u63d0\u8fc7\u4e70\u7f8e\u5143\u5b9a\u671f\uff0c\u4f46\u662f\u4e70\u7f8e\u5143\u7684\u5b9a\u671f\u7684\u6536\u76ca\u6700\u540e\u5f97\u80fd\u62b5\u5f97\u8fc7\u540e\u9762\u6c47\u7387\u6ce2\u52a8\u624d\u5408\u9002\uff0c\u4e0d\u7136\u4e5f\u6ca1\u5565\u5fc5\u8981\u6298\u817e\u3002\u518d\u6709\u5c31\u662f\u5982\u679c\u8981\u5b58\u7f8e\u5143\uff0c\u56fd\u5185\u529e\u4ec0\u4e48\u5361\u6700\u5408\u9002\u5462\uff1f </p>\n<p>\u5404\u4f4d\u4f6c\uff0c\u8bf4\u4e0b\u4f60\u4eec\u7684\u7406\u8d22\u65b9\u5f0f\u5427\u3002</p>\n", 
      "date_published": "2026-09-24T06:58:27+00:00", 
      "title": "\u9664\u4e86\u5b58\u5b9a\u671f\uff0c\u8fd8\u6709\u4ec0\u4e48\u7a33\u56fa\u7684\u7406\u8d22\u65b9\u5f0f\uff1f", 
      "id": "https://www.v2ex.com/t/1244558"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244549", 
      "title": "Optimus \u4ea7\u4e1a\u94fe\u4e0a\u6700\u8fd1\u7684\u4e00\u4e9b\u6d88\u606f\u6709\u4e9b\u771f\u5047\u96be\u8fa8\u4e86\uff0c\u90fd\u662f\u4e9b\u5a92\u4f53\u548c\u8bb0\u8005\u5728\u4f20\u51fa\u4e00\u4e9b\u4ec0\u4e48\u5ba1\u5382\uff0c\u7531\u6682\u5b9a\u8f6c\u6b63\u5f0f\u4f9b\u5e94\u5546\u4e86\uff0c\u4ece\u8fd9\u4e9b\u6d88\u606f\u9762\u6765\u770b\uff0c\u673a\u5668\u4eba\u80fd\u6210\u4e3a 10 \u6708\u4efd\u7684\u8f6e\u52a8\u70ed\u70b9\u5417", 
      "id": "https://www.v2ex.com/t/1244549", 
      "date_published": "2026-09-24T06:37:17+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/WhatsID", 
        "name": "WhatsID", 
        "avatar": "https://cdn.v2ex.com/gravatar/ae21a1e131420c5302e612032b83b34b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244191", 
      "date_modified": "2026-09-23T03:39:04+00:00", 
      "content_html": "<p>\u7f51\u7ad9\u4ee5 ETF \u6295\u8d44\u4e3a\u4e3b\uff0c\u8fd8\u6709\u4e00\u4e9b\u6570\u636e\u3001\u7b56\u7565\u3001\u5de5\u5177\u7b49\u529f\u80fd\uff0c\u611f\u5174\u8da3\u7684\u53ef\u4ee5 V \u53cb\u53ef\u4ee5\u8bd5\u7528\u770b\u770b</p>\n<p>\u9001 30 \u4e2a\u4f1a\u5458\uff0c\u8be5\u9080\u8bf7\u7801\u6ce8\u518c\u9001\u516d\u4e2a\u6708\u4f1a\u5458\u65f6\u957f\uff1a<strong>ETF150</strong></p>\n<p>\u6b22\u8fce\u4f53\u9a8c\uff0c\u6709\u4efb\u4f55\u4f7f\u7528\u95ee\u9898\u6216\u8005\u60f3\u8981\u7684\u529f\u80fd\u4e5f\u6b22\u8fce\u5411\u6211\u53cd\u9988\u3002\u5982\u679c\u89c9\u5f97\u4e0d\u597d\u7528\u6216\u8005\u6ca1\u6709\u7528\uff0c\u4e5f\u6b22\u8fce\u53cd\u9988</p>\n<p><a href=\"https://whatsid.me\" rel=\"nofollow\">\u7f51\u7ad9\u94fe\u63a5</a></p>\n", 
      "date_published": "2026-09-23T03:29:19+00:00", 
      "title": "\u505a\u4e86\u4e00\u4e2a\u6307\u6570\u6295\u8d44\u76f8\u5173\u7684\u7f51\u7ad9\uff0c\u542c\u542c V \u53cb\u4eec\u7684\u53cd\u9988", 
      "id": "https://www.v2ex.com/t/1244191"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/chk141", 
        "name": "chk141", 
        "avatar": "https://cdn.v2ex.com/avatar/fdc3/d841/441162_large.png?m=1636448673"
      }, 
      "url": "https://www.v2ex.com/t/1244165", 
      "title": "\u80a1\u7968\u7fa4\u6765\u70b9\u6478\u9c7c\u4eba", 
      "id": "https://www.v2ex.com/t/1244165", 
      "date_published": "2026-09-23T02:40:41+00:00", 
      "content_html": "<p>\u90fd\u662f v2 \u7684\u670b\u53cb\u6478\u9c7c\u804a\u5929\u80a1\u7968\uff0c\u6b22\u8fce\u5927\u5bb6\u8fdb\u7fa4\n<a href=\"https://shimo.im/docs/0l3NMd7zmGuxRwAR\" rel=\"nofollow\">https://shimo.im/docs/0l3NMd7zmGuxRwAR</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xiaoHuaJia", 
        "name": "xiaoHuaJia", 
        "avatar": "https://cdn.v2ex.com/gravatar/bd6745d4b11d19bd5d89bcd3150d630b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1244139", 
      "title": "[\u6bcf\u5468\u4e00\u66f4] AI \u811a\u672c\u8dd1\u91cf\u5316\u7b2c 32 \u5929\uff0c\u6700\u8fd1\u8fd9\u4e00\u6ce2\u5355\u8fb9\u4e0a\u6da8\u884c\u60c5\u6709\u70b9\u725b\u903c\u554a", 
      "id": "https://www.v2ex.com/t/1244139", 
      "date_published": "2026-09-23T01:49:05+00:00", 
      "content_html": "<p>[\u6bcf\u5468\u4e00\u66f4]  AI \u811a\u672c\u8dd1\u91cf\u5316\u7b2c 32 \u5929\uff0c\u6700\u8fd1\u8fd9\u4e00\u6ce2\u5355\u8fb9\u4e0a\u6da8\u884c\u60c5\u6709\u70b9\u725b\u903c\u554a</p>\n<p>\u524d\u6bb5\u65f6\u95f4\u7528 AI \u5e2e\u81ea\u5df1\u5199\u4e86\u4e2a\u91cf\u5316\u811a\u672c\uff0c\u4e22\u5230\u5b9e\u76d8\u91cc\u8dd1\uff0c\u5230\u73b0\u5728\u4e5f\u6709\u4e00\u6bb5\u65f6\u95f4\u4e86\u3002</p>\n<p>\u8fd9\u5468\u987a\u624b\u8bb0\u5f55\u4e00\u4e0b\u6570\u636e\uff1a</p>\n<p><strong>\u4e00\u5468\u6536\u76ca\u7387\uff1a8~9%</strong>\n<strong>\u603b\u6536\u76ca 40%\u5de6\u53f3</strong></p>\n<p>\u5b9e\u76d8\u622a\u56fe\uff1a</p>\n<p><img alt=\"\u9879\u76ee 1 \u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/14ca77cb-343b-43cb-9c25-c45e51c204b9.png\"/>\n<img alt=\"\u9879\u76ee 2 \u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/5d388c88-cb74-436b-8187-9b19982eb452.png\"/>\n<img alt=\"\u4ea4\u6613\u8bb0\u5f55\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/e55620a7-5706-4770-a814-420ca029eb4d.png\"/></p>\n<p>\u76ee\u524d\u770b\u4e0b\u6765\u8fd8\u884c\uff0c\u56de\u64a4\u6bd4\u8f83\u5c0f\uff0c\u6536\u76ca\u4e5f\u8fd8\u4e0d\u9519\u3002</p>\n<p>\u90fd\u662f\u5c0f\u4ed3\u4f4d\u8bd5\u8bd5\u6c34\uff0c\u60f3\u60f3\u770b\u770b\u4e0d\u80fd\u6eda\u4ed3\u53d8\u5f97\u66f4\u591a</p>\n<p>\u6240\u4ee5\u73b0\u5728\u4e5f\u6ca1\u6253\u7b97\u6025\u7740\u52a0\u4ed3\uff0c\u5148\u8ba9\u5b83\u7ee7\u7eed\u8dd1\uff0c\u8fb9\u8dd1\u8fb9\u8c03\u6574\u53c2\u6570\u3002</p>\n<p>\u80fd\u4e0d\u80fd\u957f\u671f\u7a33\u5b9a\u4e0b\u6765\uff0c\u8fd8\u5f97\u7ee7\u7eed\u89c2\u5bdf\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/codingAlex", 
        "name": "codingAlex", 
        "avatar": "https://cdn.v2ex.com/avatar/5968/1f49/357208_large.png?m=1787584159"
      }, 
      "url": "https://www.v2ex.com/t/1244068", 
      "date_modified": "2026-09-24T00:25:00+00:00", 
      "content_html": "\u6b22\u8fce\u53d1\u8868\u4f60\u7684\u770b\u6cd5\u3002", 
      "date_published": "2026-09-22T13:56:43+00:00", 
      "title": "\u6839\u636e\u5927\u6570\u636e\u7edf\u8ba1\uff0c A \u80a1\u957f\u671f\u76c8\u5229\u7684\u6bd4\u4f8b\u4e5f\u5c31 1%-2%", 
      "id": "https://www.v2ex.com/t/1244068"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1243954", 
      "date_modified": "2026-09-23T00:32:45+00:00", 
      "content_html": "", 
      "date_published": "2026-09-22T06:34:04+00:00", 
      "title": "\u5927 A \u4f9d\u65e7\u672c\u6027\u96be\u79fb", 
      "id": "https://www.v2ex.com/t/1243954"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/calmlyman", 
        "name": "calmlyman", 
        "avatar": "https://cdn.v2ex.com/avatar/d6ac/07bf/404326_large.png?m=1769481017"
      }, 
      "url": "https://www.v2ex.com/t/1243933", 
      "title": "\u7f8e\u80a1\u53c8\u8981\u521b\u65b0\u9ad8", 
      "id": "https://www.v2ex.com/t/1243933", 
      "date_published": "2026-09-22T05:36:45+00:00", 
      "content_html": "<p>\u764c\u80a1\u9ad8\u5f00\u4f4e\u8d70\u8df3\u6c34\u7eff\u4e86\uff0c\u770b\u7b11\u4e86</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/uxstone", 
        "name": "uxstone", 
        "avatar": "https://cdn.v2ex.com/gravatar/fa54f647d6f3a0abd45484481998ba1f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1243836", 
      "title": "\u5404\u4f4d\u5927\u4f5c\u624b\u4eec\u4f1a\u590d\u76d8\u4ee5\u5f80\u7684\u4ea4\u5272\u5355\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1243836", 
      "date_published": "2026-09-22T01:41:05+00:00", 
      "content_html": "<p>\u6709\u6ca1\u6709\u6bd4\u8f83\u597d\u7528\u7684\u8f6f\u4ef6\u53ef\u4ee5\u5206\u6790\u81ea\u5df1\u7684\u4ea4\u5272\u5355\uff1f\u611f\u89c9\u5238\u5546\u81ea\u5e26\u7684\u90fd\u6bd4\u8f83\u7b80\u964b\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/GuLuDaDuiZhang", 
        "name": "GuLuDaDuiZhang", 
        "avatar": "https://cdn.v2ex.com/avatar/6357/3bc0/269552_large.png?m=1751601493"
      }, 
      "url": "https://www.v2ex.com/t/1243607", 
      "title": "\u68c0\u67e5\u4e86\u4e0b\u57fa\u91d1\u6536\u76ca\uff0c\u53d1\u73b0\u53ea\u6709\u7eb3\u6307\u662f\u6b63\u7684", 
      "id": "https://www.v2ex.com/t/1243607", 
      "date_published": "2026-09-21T04:21:07+00:00", 
      "content_html": "\u6700\u8fd1\u6709\u70b9\u95f2\u65f6\u770b\u4e86\u4e0b\u4eca\u5e74\u4e70\u7684\u57fa\u91d1\u6536\u76ca\uff0c\u4e70\u7684\u6caa\u6df1\u3001\u79d1\u6280\u3001\u6709\u8272\u3001\u822a\u5929\u3001\u901a\u4fe1\u3001\u7f8e\u503a\u5168\u90e8\u90fd\u662f\u8d1f\u7684\u3002\u3002-2%\u3001-10%\u3001-20%\u7684\u90fd\u6709<br /><br />\u4eca\u5e74\u5176\u5b9e\u6ca1\u4e70\u591a\u5c11\u7eb3\u6307\uff0c\u9650\u8d2d\u540e\u4e70\u4e0d\u4e86\u624d\u53bb\u770b\u5176\u5b83\u6536\u76ca\u9ad8\u7684\uff0c\u7136\u540e\u8ddf\u98ce\u4e70\uff0c\u8fd8\u4e70\u4e86\u597d\u591a\u4e2a\u9ec4\u91d1\u7684\u57fa\u91d1\u4e5f\u662f\u4e8f\u4e0d\u5c11\u3002<br /><br />\u778e jb \u5bf9\u5dee\u4e0d\u591a 20 \u4e2a\u57fa\u91d1\u8fdb\u884c\u6295\u8d44\uff0c\u5168\u662f\u4e8f\u7684\uff0c\u4f46\u4eca\u5e74\u6536\u76ca\u8fd8\u662f\u5e73\u7684\uff0c\u867d\u7136\u6ca1\u8d5a\u4f46\u76ee\u524d\u4e5f\u6ca1\u4e8f\uff0c\u5168\u9760\u4ee5\u524d\u4e70\u7684\u51e0\u4e2a\u7eb3\u6307\u57fa\u91d1\u6491\u4f4f\u3002\u73b0\u5728\u989d\u5ea6\u53c8\u653e\u5f00\u4e86\u4e0d\u5c11\uff0c\u6253\u7b97\u6e05\u6389\u8fd9\u4e9b\u4e71\u4e03\u516b\u7cdf\u7684\u57fa\u91d1\u8ba4\u4e8f\u79bb\u573a\uff0c\u5f53\u662f\u4e3a\u81ea\u5df1\u7684\u8ba4\u77e5\u4ea4\u5b66\u8d39\u4e86\uff0c\u660e\u767d\u4e86\u81ea\u5df1\u6ca1\u90a3\u4e2a\u5b9e\u529b\u548c\u6c14\u8fd0\u9760\u6295\u8d44\u53d1\u8d22\uff0c\u540e\u9762\u4e13\u6ce8\u5b9a\u6295\u7eb3\u6307\u548c\u9022\u4f4e\u5c11\u91cf\u4e70\u70b9\u9ec4\u91d1\u3002<br /><br />\u73b0\u5728\u601d\u8003\u7684\u662f\u7eb3\u6307\u548c\u9ec4\u91d1\u7684\u4e70\u5165\u548c\u6b62\u76c8\u600e\u4e48\u505a\u6bd4\u8f83\u597d\uff0c\u4f8b\u5982\u73b0\u5728\u8981\u5356\u591a\u5c11\uff0c\u5c31\u6015\u7eb3\u6307\u7a81\u7136\u5927\u8dcc\u4fee\u590d 1 \u5e74 2 \u5e74\u90a3\u9876\u4e0d\u4f4f\uff0c\u73b0\u5b9e\u91cc\u8fd8\u8981\u7528\u94b1\u5462"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yyxb82931", 
        "name": "yyxb82931", 
        "avatar": "https://cdn.v2ex.com/avatar/7b87/9b33/735967_large.png?m=1755331995"
      }, 
      "url": "https://www.v2ex.com/t/1243606", 
      "title": "\u4e0a\u73ed\u6478\u9c7c\u76ef\u76d8\u63d2\u4ef6\uff0c\u7231\u76ef\u76d8\u91cd\u5927\u66f4\u65b0", 
      "id": "https://www.v2ex.com/t/1243606", 
      "date_published": "2026-09-21T04:18:44+00:00", 
      "content_html": "<p>\u5229\u76ca\u76f8\u5173\uff1a\u7231\u76ef\u76d8\u5f00\u53d1\u8005\u3002</p>\n<p>\u4e4b\u524d\u5199\u4e86\u4e2a Chrome \u63d2\u4ef6\u300c\u7231\u76ef\u76d8\u300d\uff0c\u4e3b\u8981\u7ed9\u4e0a\u73ed\u65f6\u4e0d\u592a\u65b9\u4fbf\u5149\u660e\u6b63\u5927\u770b\u884c\u60c5\u7684\u4eba\u7528\u3002\u627f\u8499 V \u53cb\u652f\u6301\uff0cChrome \u5546\u5e97\u73b0\u5728 4.8 \u5206\uff0c\u4e5f\u6709\u4e00\u4e07\u591a\u7528\u6237\u4e86\u3002\u8fd9\u6b21\u6512\u4e86\u4e00\u6ce2\u6bd4\u8f83\u5927\u7684\u66f4\u65b0\uff0c\u6765\u8ddf\u5927\u5bb6\u6c47\u62a5\u4e00\u4e0b\u3002</p>\n<p>\u672c\u6b21\u66f4\u65b0</p>\n<p>\ud83d\udccc \u89d2\u6807\u76ef\u76d8\u66f4\u987a\u624b\uff1a\u6d4f\u89c8\u5668\u53f3\u4e0a\u89d2\u76f4\u63a5\u663e\u793a\u81ea\u9009\u6da8\u8dcc\u5e45\uff0c\u652f\u6301\u8f6e\u64ad\u3001\u989c\u8272\u3001\u663e\u793a\u5185\u5bb9\u81ea\u5b9a\u4e49\uff0c\u4e0d\u70b9\u5f00\u4e5f\u80fd\u7784\u4e00\u773c\u3002</p>\n<p>\ud83d\udd76\ufe0f \u6478\u9c7c\u6a21\u5f0f\u52a0\u5f3a\uff1a\u5c0f\u7a97\u652f\u6301\u900f\u660e\u5ea6 / \u6bdb\u73bb\u7483\u6548\u679c\uff0c\u53ef\u7f6e\u9876\u3001\u53ef\u5feb\u6377\u952e\u547c\u51fa\uff0c\u8fdc\u770b\u5c31\u662f\u4e00\u5757\u666e\u901a\u6d4f\u89c8\u5668\u9762\u677f\u3002</p>\n<p>\ud83c\udf10 \u884c\u60c5\u8986\u76d6\u66f4\u5168\uff1aA \u80a1\u3001ETF \u3001\u6e2f\u80a1\u3001\u7f8e\u80a1\u90fd\u80fd\u52a0\u81ea\u9009\uff0c\u5317\u5411\u8d44\u91d1\u3001\u6da8\u8dcc\u5bb6\u6570\u4e5f\u6709\uff0c\u65e5\u5e38\u770b\u76d8\u591f\u7528\u3002</p>\n<p>\u26a1 \u6027\u80fd\u4f18\u5316\uff1a\u542f\u52a8\u66f4\u5feb\uff0c\u5185\u5b58\u5360\u7528\u964d\u4e86\uff0c\u884c\u60c5\u5237\u65b0\u66f4\u7a33\uff0c\u6302\u4e00\u5929\u4e5f\u4e0d\u600e\u4e48\u62d6\u6d4f\u89c8\u5668\u3002</p>\n<p>\ud83e\udde9 \u7ec6\u8282\u4fee\u8865\uff1a\u81ea\u9009\u5206\u7ec4\u3001\u62d6\u62fd\u6392\u5e8f\u3001\u6697\u8272\u6a21\u5f0f\u8fd9\u4e9b\u4e5f\u987a\u624b\u505a\u4e86\u3002</p>\n<p>\u5b8c\u5168\u514d\u8d39\uff0c\u6ca1\u6709\u4ed8\u8d39\u5899\uff0c\u4e0d\u641e\u4f1a\u5458\u5236\u3002</p>\n<p>\u5b98\u7f51\uff1a\n<a href=\"https://52etf.site/blog\" rel=\"nofollow\">https://52etf.site/blog</a></p>\n<p>Chrome \u5546\u5e97\uff1a\n<a href=\"https://chromewebstore.google.com/detail/hmkhfephfjheodabgomnanpbmbjbepni\" rel=\"nofollow\">https://chromewebstore.google.com/detail/hmkhfephfjheodabgomnanpbmbjbepni</a></p>\n<p>\u5982\u679c\u5546\u5e97\u94fe\u63a5\u6253\u4e0d\u5f00\uff0c\u76f4\u63a5\u641c\u300c\u7231\u76ef\u76d8\u300d\u4e5f\u80fd\u627e\u5230\u3002</p>\n<p>\u6709\u5728\u7528\u540c\u7c7b\u5de5\u5177\u7684\u670b\u53cb\u6b22\u8fce\u4ea4\u6d41\uff0c\u6709 bug \u6216\u8005\u60f3\u8981\u7684\u529f\u80fd\u76f4\u63a5\u56de\u5e16\uff0c\u6211\u770b\u5230\u90fd\u4f1a\u56de\u3002</p>\n<p>\u5982\u679c\u89c9\u5f97\u6709\u7528\uff0c\u987a\u624b\u5728\u5546\u5e97\u70b9\u4e2a\u597d\u8bc4\uff0c\u5c31\u662f\u6700\u5927\u7684\u652f\u6301\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/geese1028", 
        "name": "geese1028", 
        "avatar": "https://cdn.v2ex.com/avatar/3ae3/1324/171697_large.png?m=1703596600"
      }, 
      "url": "https://www.v2ex.com/t/1243382", 
      "title": "\u6211\u7528 AI \u505a\u4e86\u4e00\u4e2a\u53d8\u70b9\u68c0\u6d4b\u7684\u811a\u624b\u67b6\uff0c\u5e0c\u671b\u53ef\u4ee5\u5e2e\u5230\u5404\u4f4d", 
      "id": "https://www.v2ex.com/t/1243382", 
      "date_published": "2026-09-20T07:20:29+00:00", 
      "content_html": "<p>\u8fd9\u662f\u4e00\u4e2a\u53d8\u70b9\u68c0\u6d4b\u7684\u5de5\u5177\uff0c\u57fa\u4e8e Lancaster University \u7684 Paul Fearnhead \u7684\u7814\u7a76\u3002\u4ed6\u7684 Cpop \u662f\u4e00\u4e2a\u975e\u5e38\u4e0d\u9519\u7684 offline \u5206\u6bb5\u548c\u53d8\u70b9\u68c0\u6d4b\u5de5\u5177\uff08\u6211\u4e2a\u4eba\u8ba4\u4e3a\u4ed6\u5e94\u8be5\u662f offline \u9886\u57df\u4e2d\u6700\u597d\u7684\u5de5\u5177\uff09\uff0c\u4f46\u662f offline \u5982\u679c\u76f4\u63a5\u7528\u4e8e online \u5c31\u592a\u6162\u4e86\uff0c\u6240\u4ee5\u6211\u5728 cpop \u7ed3\u679c\u7684\u57fa\u7840\u4e0a\u505a\u4e86\u4e00\u4e2a\u5728\u7ebf\u5206\u6790\u5de5\u5177\uff0c\u76ee\u524d\u770b\u4e0b\u6765\u5728\u6211\u7684\u4ea4\u6613\u573a\u666f\u91cc\u6bd4 FOCuS \u548c FLOC \u66f4\u597d\u4e00\u4e9b\u3002</p>\n<p>\u8fd9\u4e2a\u5de5\u5177\u53ea\u662f\u4e00\u4e2a\u811a\u624b\u67b6\u3001\u4e0d\u80fd\u652f\u6301\u8fdb\u573a\u3001\u51fa\u573a\uff0c\u4e0e\u6240\u6709\u68c0\u6d4b\u5de5\u5177\u4e00\u6837\uff0c\u5b83\u662f\u6ede\u540e\u7684\uff0c\u76ee\u524d spy \u7684\u53d8\u70b9\u62a5\u70b9\u4e2d\u4f4d\u6570\u662f T+3 \uff0c\u6240\u4ee5\u6211\u4e2a\u4eba\u89c9\u5f97\u8fd9\u4e2a\u5de5\u5177\u53ea\u80fd\u6210\u4e3a\u4f60\u7684\u4ea4\u6613\u7cfb\u7edf\u4e2d\u7684\u4e00\u4e2a\u5e95\u5c42\u5de5\u5177\uff0c\u5177\u4f53\u600e\u4e48\u8fdb\u51fa\u573a\u8fd8\u662f\u8981\u7ed3\u5408\u6280\u672f\u5206\u6790\u3002</p>\n<p>\u4ed3\u5e93\u5982\u4e0b\uff1a\n<a href=\"https://github.com/geese1028/cpkit\" rel=\"nofollow\">https://github.com/geese1028/cpkit</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wangbin11", 
        "name": "wangbin11", 
        "avatar": "https://cdn.v2ex.com/avatar/15c4/486a/641555_large.png?m=1773022213"
      }, 
      "url": "https://www.v2ex.com/t/1243363", 
      "title": "\u98de\u9f20\u7ec4\u7f51\uff1a\u4e00\u4e2a P2P \u7ec4\u7f51\u9879\u76ee\uff0c\u5bfb\u6c42\u793e\u533a\u652f\u6301\u4e0e\u8d44\u91d1\u63f4\u52a9", 
      "id": "https://www.v2ex.com/t/1243363", 
      "date_published": "2026-09-20T06:37:39+00:00", 
      "content_html": "<h1>\u98de\u9f20\u7ec4\u7f51\uff1a\u4e00\u4e2a P2P \u7ec4\u7f51\u9879\u76ee\uff0c\u5bfb\u6c42\u793e\u533a\u652f\u6301\u4e0e\u8d44\u91d1\u63f4\u52a9</h1>\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f\u98de\u9f20\u7ec4\u7f51\u7684\u5f00\u53d1\u8005\u3002</p>\n<p>\u8fc7\u53bb\u4e00\u6bb5\u65f6\u95f4\uff0c\u6211\u4e00\u4e2a\u4eba\u5728\u7ef4\u62a4\u548c\u63a8\u8fdb\u8fd9\u4e2a\u9879\u76ee\u3002\u7b80\u5355\u8bf4\uff0c\u98de\u9f20\u7ec4\u7f51\u60f3\u505a\u7684\u4e8b\u60c5\u662f\uff1a<strong>\u8ba9\u666e\u901a\u4eba\u4e5f\u80fd\u4f4e\u6210\u672c\u3001\u4f4e\u95e8\u69db\u5730\u642d\u5efa\u548c\u52a0\u5165 P2P \u7ec4\u7f51</strong>\uff0c\u5728\u65ad\u7f51\u3001\u5f31\u7f51\u6216\u590d\u6742\u7f51\u7edc\u73af\u5883\u4e0b\u4ecd\u80fd\u4fdd\u6301\u901a\u4fe1\u4e0e\u7ec4\u7f51\u80fd\u529b\u3002</p>\n<p>\u76ee\u524d\u9879\u76ee\u5728\u6280\u672f\u4fa7\u5df2\u7ecf\u57fa\u672c\u8dd1\u901a\uff0c\u53ef\u4ee5\u76f4\u63a5\u8bd5\u7528\uff1a</p>\n<ul>\n<li>\u8bd5\u7528\u5730\u5740\uff1a<strong><a href=\"http://saas.feishunet.com\" rel=\"nofollow\">saas.feishunet.com</a></strong></li>\n<li>\u6838\u5fc3\u7ec4\u7f51\u534f\u8bae\u5df2\u5b9e\u73b0\u5e76\u7a33\u5b9a\u8fd0\u884c</li>\n<li>\u8282\u70b9\u53d1\u73b0\u4e0e\u8def\u7531\u673a\u5236\u5df2\u5b8c\u6210</li>\n<li>\u771f\u5b9e\u573a\u666f\u4e0b\u7684\u8fde\u901a\u6027\u6d4b\u8bd5\u5df2\u901a\u8fc7</li>\n<li><strong>\u7ec4\u7f51\u4e4b\u540e\u652f\u6301\u4e8c\u5c42\u7ec4\u7f51\uff0c\u76ee\u524d\u662f\u552f\u4e00\u4e00\u5bb6\u505a\u5230\u8fd9\u4e00\u70b9\u7684</strong></li>\n<li><strong>\u652f\u6301\u6587\u4ef6\u53d1\u9001\u63a5\u6536\u529f\u80fd</strong></li>\n<li><strong>\u540e\u7eed\u5c06\u589e\u52a0\u7ec4\u7f51\u540e\u7f51\u76d8\u529f\u80fd</strong></li>\n<li><strong>\u540e\u7eed\u5c06\u589e\u52a0\u8fdc\u7a0b\u63a7\u5236\u529f\u80fd</strong></li>\n</ul>\n<h2>\u5ba2\u6237\u7aef\u652f\u6301\u60c5\u51b5\uff08\u4e3e\u51e0\u4e2a\u5b9e\u9645\u80fd\u7528\u7684\u573a\u666f\uff09</h2>\n<ul>\n<li><strong>Windows / macOS / Linux</strong>\uff1a\u7535\u8111\u4e4b\u95f4\u76f4\u63a5\u7ec4\u7f51\uff0c\u8fdc\u7a0b\u8bbf\u95ee\u53e6\u4e00\u53f0\u7535\u8111\u4e0a\u7684\u6587\u4ef6\u3001\u5171\u4eab\u76ee\u5f55\uff0c\u6216\u8005\u50cf\u5728\u540c\u4e00\u4e2a\u5c40\u57df\u7f51\u91cc\u4e00\u6837\u8bbf\u95ee\u5185\u90e8\u670d\u52a1\u3002</li>\n<li><strong>iOS / Android</strong>\uff1a\u624b\u673a\u51fa\u95e8\u5728\u5916\uff0c\u4e5f\u80fd\u76f4\u63a5\u8fde\u56de\u5bb6\u91cc\u7684 NAS \u3001\u7535\u8111\u6216\u8def\u7531\u5668\uff0c\u4e0d\u7528\u516c\u7f51 IP \uff0c\u4e0d\u7528\u590d\u6742\u7aef\u53e3\u6620\u5c04\u3002</li>\n<li><strong>NAS</strong>\uff1a\u652f\u6301 NAS \u7684 P2P \u8bbf\u95ee\u3002\u4eba\u5728\u5916\u9762\uff0c\u624b\u673a\u6216\u7b14\u8bb0\u672c\u53ef\u4ee5\u76f4\u63a5\u8bbf\u95ee\u5bb6\u91cc NAS \u4e0a\u7684\u6587\u4ef6\u3001\u7167\u7247\u3001\u5f71\u97f3\u5e93\uff0c\u5c31\u50cf\u5728\u5bb6\u91cc\u5c40\u57df\u7f51\u4e00\u6837\u3002</li>\n<li><strong>\u667a\u80fd\u8def\u7531\u5668 / OpenWrt / iStoreOS \u7b49\u7cfb\u7edf</strong>\uff1a\u652f\u6301\u5728\u8fd9\u7c7b\u8bbe\u5907\u4e0a\u7ec4\u7f51\uff0c\u8fdc\u7a0b\u8c03\u8bd5\u8def\u7531\u5668\u3001\u8bbf\u95ee\u8def\u7531\u5668\u540e\u53f0\u3001\u7ba1\u7406\u4e0b\u6302\u8bbe\u5907\uff0c\u4e0d\u7528\u628a\u7ba1\u7406\u7aef\u53e3\u66b4\u9732\u5230\u516c\u7f51\u3002</li>\n<li><strong>\u8fdc\u7a0b\u8c03\u8bd5\u573a\u666f</strong>\uff1a\u6bd4\u5982\u51fa\u5dee\u5728\u5916\uff0c\u9700\u8981\u8c03\u8bd5\u516c\u53f8\u6216\u5bb6\u91cc\u7684 OpenWrt / iStoreOS \u8bbe\u5907\uff0c\u7ec4\u7f51\u540e\u53ef\u4ee5\u76f4\u63a5\u8fde\u8fdb\u53bb\u64cd\u4f5c\uff0c\u5b89\u5168\u53c8\u65b9\u4fbf\u3002</li>\n</ul>\n<p>\u7b80\u5355\u8bf4\uff0c\u53ea\u8981\u4e24\u53f0\u8bbe\u5907\u90fd\u88c5\u4e0a\u98de\u9f20\u7ec4\u7f51\uff0c\u4e0d\u7ba1\u5b83\u4eec\u5404\u81ea\u5728\u4ec0\u4e48\u7f51\u7edc\u91cc\uff0c\u90fd\u80fd\u50cf\u5728\u540c\u4e00\u4e2a\u5c40\u57df\u7f51\u91cc\u4e00\u6837\u4e92\u76f8\u8bbf\u95ee\u3002\u4e0a\u9762\u8fd9\u4e9b\u53ea\u662f\u51e0\u4e2a\u4f8b\u5b50\uff0c\u5b9e\u9645\u80fd\u7528\u7684\u573a\u666f\u8fdc\u4e0d\u6b62\u8fd9\u4e9b\u3002</p>\n<p>\u6280\u672f\u95ee\u9898\u6211\u57fa\u672c\u4e00\u4e2a\u4eba\u625b\u8fc7\u6765\u4e86\u3002\u4f46\u73b0\u5728\u5361\u4f4f\u7684\u5730\u65b9\uff0c\u4e0d\u662f\u4ee3\u7801\uff0c\u800c\u662f<strong>\u8fd0\u8425</strong>\u3002</p>\n<p>\u5177\u4f53\u6765\u8bf4\uff1a</p>\n<ol>\n<li><strong>\u6ca1\u6709\u7cbe\u529b\u505a\u63a8\u5e7f</strong>\uff1a\u6211\u4e00\u4e2a\u4eba\u65e2\u8981\u5f00\u53d1\u53c8\u8981\u5199\u6587\u6863\u3001\u505a\u5ba2\u670d\u3001\u8dd1\u6d4b\u8bd5\uff0c\u5b9e\u5728\u5206\u8eab\u4e4f\u672f\u3002</li>\n<li><strong>\u7f3a\u5c11\u8fd0\u8425\u4eba\u624b</strong>\uff1a\u793e\u533a\u7ef4\u62a4\u3001\u7528\u6237\u7b54\u7591\u3001\u5185\u5bb9\u66f4\u65b0\u3001\u6e20\u9053\u5bf9\u63a5\uff0c\u8fd9\u4e9b\u90fd\u9700\u8981\u4eba\u3002</li>\n<li><strong>\u7f3a\u5c11\u8fd0\u8425\u8d44\u91d1</strong>\uff1a\u670d\u52a1\u5668\u3001\u5e26\u5bbd\u3001\u6d4b\u8bd5\u8bbe\u5907\u3001\u6587\u6863\u5efa\u8bbe\u3001\u793e\u533a\u6d3b\u52a8\u90fd\u9700\u8981\u6301\u7eed\u6295\u5165\u3002</li>\n<li><strong>\u53ef\u6301\u7eed\u6027</strong>\uff1a\u5982\u679c\u53ea\u9760\u6211\u4e00\u4e2a\u4eba\u7528\u7231\u53d1\u7535\uff0c\u9879\u76ee\u5f88\u53ef\u80fd\u505c\u5728\u201c\u80fd\u7528\u4f46\u6ca1\u4eba\u77e5\u9053\u201d\u7684\u72b6\u6001\u3002</li>\n</ol>\n<p>\u6240\u4ee5\uff0c\u6211\u60f3\u5411\u793e\u533a\u6c42\u52a9\u3002\u4e0d\u662f\u6c42\u6253\u8d4f\uff0c\u800c\u662f\u5e0c\u671b\u627e\u5230\u613f\u610f\u4e00\u8d77\u628a\u8fd9\u4ef6\u4e8b<strong>\u8fd0\u8425\u8d77\u6765</strong>\u7684\u4eba\u6216\u8d44\u6e90\u3002</p>\n<h2>\u6211\u9700\u8981\u4ec0\u4e48</h2>\n<ul>\n<li><strong>\u8d44\u91d1\u652f\u6301</strong>\uff1a\u7528\u4e8e\u670d\u52a1\u5668\u3001\u5e26\u5bbd\u3001\u6d4b\u8bd5\u8bbe\u5907\u3001\u6587\u6863\u5efa\u8bbe\u3001\u793e\u533a\u8fd0\u8425\u548c\u57fa\u672c\u751f\u6d3b\u4fdd\u969c\u3002</li>\n<li><strong>\u8fd0\u8425\u534f\u4f5c</strong>\uff1a\u5982\u679c\u4f60\u64c5\u957f\u793e\u533a\u8fd0\u8425\u3001\u5185\u5bb9\u5199\u4f5c\u3001\u7528\u6237\u652f\u6301\u3001\u6e20\u9053\u63a8\u5e7f\uff0c\u6b22\u8fce\u4e00\u8d77\u53c2\u4e0e\u3002</li>\n<li><strong>\u8d44\u6e90\u5bf9\u63a5</strong>\uff1a\u4e91\u670d\u52a1\u3001\u5f00\u6e90\u57fa\u91d1\u3001\u516c\u76ca\u57fa\u91d1\u3001\u9690\u79c1/\u901a\u4fe1\u76f8\u5173\u7684\u8d44\u52a9\u6e20\u9053\u3002</li>\n<li><strong>\u4f20\u64ad\u4e0e\u53cd\u9988</strong>\uff1a\u5e2e\u5fd9\u8f6c\u53d1\u3001\u8bd5\u7528\u3001\u63d0 issue \uff0c\u6216\u8005\u544a\u8bc9\u6211\u8fd9\u4e2a\u9879\u76ee\u5bf9\u4f60\u662f\u5426\u771f\u7684\u6709\u7528\u3002</li>\n</ul>\n<h2>\u6211\u80fd\u63d0\u4f9b\u4ec0\u4e48</h2>\n<ul>\n<li>\u9879\u76ee\u4ee3\u7801\u4fdd\u6301\u5f00\u6e90\uff08\u6216\u660e\u786e\u5f00\u6e90\u8ba1\u5212\uff09</li>\n<li>\u5b9a\u671f\u516c\u5f00\u8fdb\u5c55\u4e0e\u8d44\u91d1\u4f7f\u7528\u60c5\u51b5</li>\n<li>\u5bf9\u8d21\u732e\u8005\u7ed9\u4e88\u7f72\u540d\u4e0e\u793e\u533a\u8ba4\u53ef</li>\n<li>\u4f18\u5148\u628a\u8d44\u6e90\u7528\u5728\u80fd\u8dd1\u8d77\u6765\u3001\u80fd\u9a8c\u8bc1\u3001\u80fd\u843d\u5730\u7684\u90e8\u5206</li>\n</ul>\n<h2>\u652f\u6301\u65b9\u5f0f</h2>\n<ul>\n<li>\u8bd5\u7528\u5730\u5740\uff1a<strong><a href=\"http://saas.feishunet.com\" rel=\"nofollow\">saas.feishunet.com</a></strong></li>\n<li>\u8054\u7cfb\u90ae\u7bb1\uff1a<strong>wangbin@dockernb.com</strong></li>\n</ul>\n<p>\u6211\u77e5\u9053 P2P \u7ec4\u7f51\u4e0d\u662f\u4e00\u6761\u5bb9\u6613\u7684\u8def\uff0c\u4e5f\u77e5\u9053\u4ec5\u51ed\u4e00\u4e2a\u5e16\u5b50\u5f88\u96be\u7acb\u523b\u89e3\u51b3\u95ee\u9898\u3002\u4f46\u5982\u679c\u4f60\u4e5f\u89c9\u5f97\uff0c\u666e\u901a\u4eba\u5e94\u8be5\u62e5\u6709\u5728\u65ad\u7f51\u3001\u5f31\u7f51\u548c\u590d\u6742\u7f51\u7edc\u73af\u5883\u4e0b\u4fdd\u6301\u8fde\u63a5\u7684\u80fd\u529b\uff0c\u90a3\u5e0c\u671b\u4f60\u80fd\u5e2e\u4e00\u628a\uff0c\u6216\u8005\u81f3\u5c11\u5e2e\u5fd9\u8ba9\u66f4\u591a\u4eba\u770b\u5230\u3002</p>\n<p>\u9879\u76ee\u53eb\u98de\u9f20\u7ec4\u7f51\u3002\u98de\u9f20\u4e0d\u5927\uff0c\u4f46\u4f1a\u98de\uff0c\u4e5f\u4f1a\u627e\u8def\u3002</p>\n<p>\u8c22\u8c22\u5927\u5bb6\u3002</p>\n<p>\u2014\u2014 \u98de\u9f20\u7ec4\u7f51\u5f00\u53d1\u8005</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/matters", 
        "name": "matters", 
        "avatar": "https://cdn.v2ex.com/gravatar/24fe424a759aa822ce7e5d270a4664b8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1243329", 
      "title": "\u505a\u4e00\u4e2a\u5b9e\u65f6\u80a1\u7968\u770b\u677f\uff0c\u884c\u60c5\u6570\u636e\u5230\u5e95\u5e94\u8be5\u600e\u4e48\u9009\uff1f", 
      "id": "https://www.v2ex.com/t/1243329", 
      "date_published": "2026-09-20T03:47:50+00:00", 
      "content_html": "<p>\u6700\u8fd1\u5728\u6298\u817e\u4e00\u4e2a\u5b9e\u65f6\u80a1\u7968\u770b\u677f\uff0c\u539f\u672c\u4ee5\u4e3a\u6700\u9ebb\u70e6\u7684\u662f\u524d\u7aef\u753b\u56fe\uff0c\u7ed3\u679c\u505a\u5230\u884c\u60c5\u8fd9\u4e00\u5757\u7684\u65f6\u5019\u53cd\u800c\u5361\u4f4f\u4e86\u3002</p>\n<p>\u4e00\u5f00\u59cb\u6211\u60f3\u5f97\u7279\u522b\u7b80\u5355\uff0c\u9875\u9762\u4e0a\u653e\u51e0\u5341\u53ea\u80a1\u7968\uff0c\u5b9e\u65f6\u663e\u793a\u4ef7\u683c\u548c\u6da8\u8dcc\u5e45\u5c31\u5b8c\u4e8b\u4e86\u3002\u7ed3\u679c\u771f\u7684\u5f00\u59cb\u63a5\u6570\u636e\u4ee5\u540e\uff0c\u53d1\u73b0\u201c\u5b9e\u65f6\u201d\u8fd9\u4e24\u4e2a\u5b57\u5176\u5b9e\u8fd8\u633a\u5bb9\u6613\u628a\u4e8b\u60c5\u641e\u590d\u6742\u7684\u3002</p>\n<p>\u6bd4\u5982\u6211\u4e00\u5f00\u59cb\u89c9\u5f97\uff0c\u5b9a\u65f6\u8bf7\u6c42\u4e00\u4e0b\u6700\u65b0\u4ef7\u683c\u5c31\u884c\uff1a</p>\n<pre><code class=\"language-text\">AAPL  257.84  +1.23%\nMSFT  509.70  -0.42%\nNVDA  177.23  +2.15%\n</code></pre>\n<p>\u8fd9\u79cd\u5f53\u7136\u6ca1\u4ec0\u4e48\u95ee\u9898\u3002</p>\n<p>\u4f46\u5982\u679c\u9875\u9762\u53d8\u6210\u8fd9\u79cd\u611f\u89c9\uff1a</p>\n<pre><code class=\"language-text\">AAPL\n257.81 \u2192 257.83 \u2192 257.82 \u2192 257.87 \u2192 ...\n</code></pre>\n<p>\u90a3\u6211\u5c31\u5f00\u59cb\u89c9\u5f97 HTTP \u8f6e\u8be2\u6709\u70b9\u522b\u626d\u4e86\u3002</p>\n<p>\u6211\u8fd9\u6b21\u62ff AllTick \u7684\u80a1\u7968 WebSocket \u968f\u4fbf\u6d4b\u4e86\u4e00\u4e0b\uff0c\u8ba2\u9605\u6700\u65b0\u6210\u4ea4\u4ef7\u5927\u6982\u8fd9\u6837\uff1a</p>\n<pre><code class=\"language-python\">import json\nimport websocket\n\nTOKEN = \"YOUR_TOKEN\"\n\nurl = (\n    \"wss://quote.alltick.co/\"\n    f\"quote-stock-b-ws-api?token={TOKEN}\"\n)\n\ndef on_open(ws):\n    ws.send(json.dumps({\n        \"cmd_id\": 22004,\n        \"seq_id\": 123,\n        \"trace\": \"stock-dashboard-demo\",\n        \"data\": {\n            \"symbol_list\": [\n                {\"code\": \"AAPL\"},\n                {\"code\": \"MSFT\"},\n                {\"code\": \"NVDA\"}\n            ]\n        }\n    }))\n\ndef on_message(ws, message):\n    data = json.loads(message)\n\n    if data.get(\"cmd_id\") == 22998:\n        quote = data.get(\"data\", {})\n\n        print(\n            quote.get(\"code\"),\n            quote.get(\"price\"),\n            quote.get(\"volume\")\n        )\n\nws = websocket.WebSocketApp(\n    url,\n    on_open=on_open,\n    on_message=on_message\n)\n\nws.run_forever()\n</code></pre>\n<p>\u8fd9\u79cd\u63a5\u8d77\u6765\u786e\u5b9e\u633a\u987a\uff0c\u6570\u636e\u6765\u4e86\u5c31\u66f4\u65b0\u3002</p>\n<p>\u4f46\u505a\u5230\u8fd9\u91cc\u6211\u53c8\u6709\u70b9\u72b9\u8c6b\u4e86\u3002</p>\n<p>\u56e0\u4e3a\u6211\u8fd9\u4e2a\u770b\u677f\u5176\u5b9e\u4e5f\u6ca1\u60f3\u505a\u6210\u4ec0\u4e48\u4e13\u4e1a\u4ea4\u6613\u7ec8\u7aef\uff0c\u53ef\u80fd\u5c31\u51e0\u5341\u53ea\u80a1\u7968\uff0c\u663e\u793a\u4ef7\u683c\u3001\u6da8\u8dcc\u3001\u6210\u4ea4\u91cf\uff0c\u518d\u52a0\u4e00\u5f20\u5206\u65f6\u56fe\u3002</p>\n<p>\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u771f\u7684\u6709\u5fc5\u8981\u641e Tick \u5417\uff1f</p>\n<p>\u6211\u611f\u89c9\u5f88\u591a\u65f6\u5019\u662f\u81ea\u5df1\u5148\u88ab\u201c\u5b9e\u65f6\u884c\u60c5\u201d\u8fd9\u51e0\u4e2a\u5b57\u5e26\u8dd1\u504f\u4e86\u3002</p>\n<p>\u6bd4\u5982\u9875\u9762\u53ea\u662f\u60f3\u77e5\u9053\uff1a</p>\n<blockquote>\n<p>\u73b0\u5728 AAPL \u662f\u591a\u5c11\uff1f</p>\n</blockquote>\n<p>\u90a3\u6700\u65b0\u4ef7\u683c\u5c31\u591f\u4e86\u3002</p>\n<p>\u4f46\u5982\u679c\u60f3\u77e5\u9053\uff1a</p>\n<blockquote>\n<p>\u8fd9\u51e0\u79d2\u5185\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f</p>\n</blockquote>\n<p>\u90a3 Tick \u5c31\u5f00\u59cb\u6709\u610f\u4e49\u4e86\u3002</p>\n<p>\u518d\u5f80\u540e\uff0c\u5982\u679c\u8fd8\u8981\u505a\u76d8\u53e3\uff1a</p>\n<pre><code class=\"language-text\">\u5356 5\n\u5356 4\n\u5356 3\n\u5356 2\n\u5356 1\n------\n\u4e70 1\n\u4e70 2\n\u4e70 3\n\u4e70 4\n\u4e70 5\n</code></pre>\n<p>\u53c8\u662f\u53e6\u4e00\u56de\u4e8b\u3002</p>\n<p>\u6240\u4ee5\u6211\u73b0\u5728\u5f00\u53d1\u7684\u65f6\u5019\uff0c\u53cd\u800c\u7ecf\u5e38\u5728\u7ea0\u7ed3\u4e00\u4ef6\u4e8b\uff1a</p>\n<p><strong>\u5230\u5e95\u662f\u9700\u6c42\u9a71\u52a8\u6570\u636e\uff0c\u8fd8\u662f\u6700\u540e\u53d8\u6210\u4e86\u6570\u636e\u9a71\u52a8\u9700\u6c42\u3002</strong></p>\n<p>\u6709\u65f6\u5019\u63a5\u4e86\u4e00\u4e2a\u6570\u636e\u5f88\u5168\u7684\u63a5\u53e3\uff0c\u6700\u540e\u9875\u9762\u5c31\u7528\u4e86\u4e00\u4e2a <code>price</code>\u3002</p>\n<p>\u8fd9\u5c31\u633a\u5c34\u5c2c\u7684\u3002</p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u4e4b\u524d\u6ca1\u592a\u6ce8\u610f\u7684\u95ee\u9898\uff0c\u5c31\u662f\u65ad\u7ebf\u3002</p>\n<p>\u672c\u5730\u6d4b\u8bd5\u7684\u65f6\u5019\u5b8c\u5168\u611f\u89c9\u4e0d\u5230\uff0c\u8fde\u4e0a\u4ee5\u540e\u6570\u636e\u4e00\u76f4\u5f80\u4e0b\u5237\uff0c\u770b\u8d77\u6765\u5f88\u8212\u670d\u3002\u7ed3\u679c\u6a21\u62df\u4e00\u4e0b\u7f51\u7edc\u6296\u52a8\uff0c\u9875\u9762\u76f4\u63a5\u505c\u5728\u6700\u540e\u90a3\u4e2a\u4ef7\u683c\uff0c\u624d\u53d1\u73b0\u91cd\u8fde\u3001\u91cd\u65b0\u8ba2\u9605\u3001\u5fc3\u8df3\u8fd9\u4e9b\u4e1c\u897f\u90fd\u4e0d\u80fd\u5077\u61d2\u3002</p>\n<p>\u6211\u73b0\u5728\u5927\u6982\u4f1a\u628a\u5b83\u505a\u6210\uff1a</p>\n<pre><code class=\"language-text\">\u5386\u53f2\u6570\u636e\n   \u2193\n\u753b\u521d\u59cb\u56fe\u8868\n\nWebSocket\n   \u2193\n\u6301\u7eed\u66f4\u65b0\u6700\u65b0\u884c\u60c5\n   \u2193\n\u524d\u7aef\u5237\u65b0\n</code></pre>\n<p>\u81f3\u4e8e\u8981\u4e0d\u8981\u518d\u52a0 Tick \u3001\u76d8\u53e3\u8fd9\u4e9b\uff0c\u6211\u8fd8\u5728\u72b9\u8c6b\u3002</p>\n<p>\u4e3b\u8981\u4e5f\u662f\u6015\u6700\u540e\u4e3a\u4e86\u4e00\u4e2a\u7b80\u5355\u770b\u677f\uff0c\u641e\u4e86\u4e00\u5957\u81ea\u5df1\u90fd\u5acc\u9ebb\u70e6\u7684\u884c\u60c5\u7cfb\u7edf\u3002</p>\n<p>\u6240\u4ee5\u60f3\u95ee\u95ee\u8fd9\u91cc\u505a\u8fc7\u884c\u60c5 Dashboard \u7684\u670b\u53cb\uff1a</p>\n<p>\u51e0\u5341\u53ea\u80a1\u7968\u7684\u5b9e\u65f6\u770b\u677f\uff0c\u4f60\u4eec\u4e00\u822c\u4f1a\u600e\u4e48\u9009\uff1f</p>\n<p>\u662f\u6700\u65b0\u4ef7\u683c + K \u7ebf\u5c31\u591f\u4e86\uff0c\u8fd8\u662f\u4f1a\u76f4\u63a5\u4e0a WebSocket + Tick \uff1f</p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u95ee\u9898\u6211\u633a\u597d\u5947\u7684\uff1a</p>\n<p><strong>\u4f60\u4eec\u4e00\u822c\u662f\u5148\u786e\u5b9a\u9875\u9762\u9700\u8981\u4ec0\u4e48\uff0c\u518d\u53bb\u627e\u6570\u636e\u6e90\uff0c\u8fd8\u662f\u4f1a\u5148\u628a\u80fd\u62ff\u5230\u7684\u6570\u636e\u90fd\u63a5\u8fdb\u6765\u518d\u8bf4\uff1f</strong></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xiaoHuaJia", 
        "name": "xiaoHuaJia", 
        "avatar": "https://cdn.v2ex.com/gravatar/bd6745d4b11d19bd5d89bcd3150d630b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1243008", 
      "title": "\u7528 AI \u6413\u4e86\u4e2a\u91cf\u5316\u811a\u672c\uff0c\u8dd1\u4e86\u4e00\u4e2a\u591a\u6708\uff0c\u6536\u76ca\u5c45\u7136\u8fd8\u4e0d\u9519\uff08\u52a0\u4e0a\u56de\u6d4b\u6570\u636e\u91cd\u53d1\uff09", 
      "id": "https://www.v2ex.com/t/1243008", 
      "date_published": "2026-09-18T08:03:20+00:00", 
      "content_html": "<p>\u6700\u8fd1\u95f2\u7740\u6ca1\u4e8b\uff0c\u7528 AI \u6413\u4e86\u4e2a\u91cf\u5316\u4ea4\u6613\u811a\u672c\uff0c\u81ea\u5df1\u6539\u6539\u53c2\u6570\u3001\u4fee\u4fee bug \uff0c\u7136\u540e\u4e22\u5230 Bybit \u4e0a\u8dd1\u3002</p>\n<p>\u672c\u6765\u6ca1\u62b1\u592a\u5927\u5e0c\u671b\uff0c\u7ed3\u679c\u8dd1\u4e0b\u6765\u8fd8\u4e0d\u9519\u3002</p>\n<p>\u76ee\u524d\u4e3b\u8981\u8dd1 \u5408\u7ea6\uff0c\u7b56\u7565\u6bd4\u8f83\u7b80\u5355\uff0c\u4e3b\u8981\u5c31\u662f\u6839\u636e\u884c\u60c5\u505a\u81ea\u52a8\u5f00\u5e73\u4ed3\uff0c\u4e0d\u4eba\u5de5\u76ef\u76d8\u3002</p>\n<p>\u8fd9\u6bb5\u65f6\u95f4\u57fa\u672c\u6ca1\u600e\u4e48\u624b\u52a8\u5e72\u9884\uff0c\u4e0b\u9762\u662f\u6700\u8fd1\u7684\u6536\u76ca\u60c5\u51b5\uff1a</p>\n<p><img alt=\"\u4ea4\u6613\u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/368088b2-d1e2-418b-b4af-33b2e139dd7f.png\"/></p>\n<p><img alt=\"90 \u5929\u6536\u76ca\u66f2\u7ebf\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/d889a718-bdce-4471-9500-46353eada4cc.png\"/></p>\n<p><img alt=\"\u5e26\u5355\u6570\u636e\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/2f8693ad-a9f4-41fd-a524-389ba6f4f8a2.png\"/></p>\n<p><img alt=\"\u4ea4\u6613\u65e5\u5fd7\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/46860bcf-dc77-4e79-a9d4-8b416302b113.png\"/></p>\n<p>\u6211\u4e5f\u662f\u80af\u5b9a\u56de\u6d4b\u8c03\u597d\u53c2\u6570\u4e86\u624d\u4f1a\u5b9e\u76d8\u7684\uff0c\u8c01\u613f\u610f\u4e8f\u94b1\u554a\u3002\u5b9e\u76d8\u4e00\u4e2a\u6708\u8bf4\u660e\u4e0d\u4e86\u4ec0\u4e48,\n\u622a\u56fe\u662f\u8fd1\u4e09\u5e74\u7684\u56de\u6d4b\u6570\u636e\uff0c\u56de\u6d4b\u662f\u4f1a\u6709\u4e00\u5b9a\u504f\u5dee\u7684\uff0c\u770b\u4e2a\u5f00\u5fc3\u5c31\u597d\u4e86,\u63a5\u4e0b\u6765\u6bcf\u5468\u6211\u90fd\u6c47\u62a5\u4e00\u4e0b\u7ed9\u5927\u5bb6\u5f53\u7535\u5b50\u5ba0\u7269\u5427 \u54c8\u54c8\n<img alt=\"\u56de\u6d4b\u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/287dfbe3-24f4-4d62-9196-252250033974.png\"/>\n\u76ee\u524d\u622a\u56fe\u91cc\u7684\u6570\u636e\uff1a</p>\n<ul>\n<li>\u6536\u76ca\u7387\uff1a31.04%</li>\n<li>\u4ea4\u6613\u5929\u6570\uff1a32 \u5929</li>\n<li>\u80dc\u7387\uff1a100%</li>\n<li>\u8ddf\u5355\u4eba\u6570\uff1a1</li>\n<li>\u8d26\u6237\u89c4\u6a21\u5927\u6982 100U \u5de6\u53f3</li>\n</ul>\n<p>\u5f53\u7136\u8fd9\u4e2a\u6536\u76ca\u80af\u5b9a\u4e0d\u80fd\u8bf4\u660e\u7b56\u7565\u5c31\u9760\u8c31\u4e86\uff0c100U \u672c\u8eab\u8d44\u91d1\u4e5f\u6bd4\u8f83\u5c0f\uff0c\u800c\u4e14\u624d\u8dd1\u4e86\u4e00\u6bb5\u65f6\u95f4\u3002</p>\n<p>\u6211\u73b0\u5728\u6bd4\u8f83\u611f\u5174\u8da3\u7684\u662f\u7ee7\u7eed\u8ba9\u5b83\u81ea\u5df1\u8dd1\uff0c\u770b\u770b\u9047\u5230\u8fde\u7eed\u9707\u8361\u6216\u8005\u5355\u8fb9\u884c\u60c5\u7684\u65f6\u5019\u8868\u73b0\u600e\u4e48\u6837\u3002</p>\n<p>\u4ee5\u524d\u81ea\u5df1\u624b\u52a8\u4ea4\u6613\u7684\u65f6\u5019\uff0c\u603b\u611f\u89c9\u5bb9\u6613\u53d7\u5230\u60c5\u7eea\u5f71\u54cd\uff0c\u7a0b\u5e8f\u53cd\u800c\u6ca1\u4ec0\u4e48\u611f\u89c9\uff0c\u6761\u4ef6\u5230\u4e86\u5c31\u6267\u884c\u3002</p>\n<p>\u540e\u9762\u5982\u679c\u8dd1\u7684\u65f6\u95f4\u518d\u957f\u4e00\u70b9\uff0c\u53ef\u80fd\u4f1a\u628a\u7b56\u7565\u548c\u4ee3\u7801\u6574\u7406\u4e00\u4e0b\uff0c\u770b\u770b\u6709\u6ca1\u6709\u5fc5\u8981\u5f00\u6e90\u3002\n\u5b9e\u76d8\u94fe\u63a5\u6b22\u8fce\u56f4\u89c2\uff1a <a href=\"https://bybit.onelink.me/EhY6/sgnzazxf?action=inviteToCopy\" rel=\"nofollow\">https://bybit.onelink.me/EhY6/sgnzazxf?action=inviteToCopy</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/EricYuan1", 
        "name": "EricYuan1", 
        "avatar": "https://cdn.v2ex.com/avatar/b331/dc8e/651160_large.png?m=1786883813"
      }, 
      "url": "https://www.v2ex.com/t/1242947", 
      "title": "\u8bc1\u5238\u6295\u987e\u63a8\u8350\u80a1\u90a3\u79cd\u6709\u8d5a\u5230\u7c73\u7684\u5144\u5f1f\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1242947", 
      "date_published": "2026-09-18T05:07:15+00:00", 
      "content_html": "<p>\u5982\u9898\uff0c\u4e0d\u77e5\u9053\u9760\u8c31\u4e0d\u9760\u8c31</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/xiaoHuaJia", 
        "name": "xiaoHuaJia", 
        "avatar": "https://cdn.v2ex.com/gravatar/bd6745d4b11d19bd5d89bcd3150d630b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1242898", 
      "title": "\u7528 AI \u6413\u4e86\u4e2a\u91cf\u5316\u811a\u672c\uff0c\u8dd1\u4e86\u4e00\u4e2a\u591a\u6708\uff0c\u6536\u76ca\u5c45\u7136\u8fd8\u4e0d\u9519", 
      "id": "https://www.v2ex.com/t/1242898", 
      "date_published": "2026-09-18T02:48:20+00:00", 
      "content_html": "<p>\u6700\u8fd1\u95f2\u7740\u6ca1\u4e8b\uff0c\u7528 AI \u6413\u4e86\u4e2a\u91cf\u5316\u4ea4\u6613\u811a\u672c\uff0c\u81ea\u5df1\u6539\u6539\u53c2\u6570\u3001\u4fee\u4fee bug \uff0c\u7136\u540e\u4e22\u5230 Bybit \u4e0a\u8dd1\u3002</p>\n<p>\u672c\u6765\u6ca1\u62b1\u592a\u5927\u5e0c\u671b\uff0c\u7ed3\u679c\u8dd1\u4e0b\u6765\u8fd8\u4e0d\u9519\u3002</p>\n<p>\u76ee\u524d\u4e3b\u8981\u8dd1 \uff0c\u7b56\u7565\u6bd4\u8f83\u7b80\u5355\uff0c\u4e3b\u8981\u5c31\u662f\u6839\u636e\u884c\u60c5\u505a\u81ea\u52a8\u5f00\u5e73\u4ed3\uff0c\u4e0d\u4eba\u5de5\u76ef\u76d8\u3002</p>\n<p>\u8fd9\u6bb5\u65f6\u95f4\u57fa\u672c\u6ca1\u600e\u4e48\u624b\u52a8\u5e72\u9884\uff0c\u4e0b\u9762\u662f\u6700\u8fd1\u7684\u6536\u76ca\u60c5\u51b5\uff1a</p>\n<p><img alt=\"\u4ea4\u6613\u622a\u56fe\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/368088b2-d1e2-418b-b4af-33b2e139dd7f.png\"/></p>\n<p><img alt=\"90 \u5929\u6536\u76ca\u66f2\u7ebf\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/d889a718-bdce-4471-9500-46353eada4cc.png\"/></p>\n<p><img alt=\"\u5e26\u5355\u6570\u636e\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/2f8693ad-a9f4-41fd-a524-389ba6f4f8a2.png\"/></p>\n<p>\u53e6\u5916\u7a0b\u5e8f\u7684\u4ea4\u6613\u65e5\u5fd7\u4e5f\u4f1a\u8bb0\u5f55\u4e0b\u6765\uff0c\u65b9\u4fbf\u81ea\u5df1\u56de\u5934\u770b\u6bcf\u6b21\u4e3a\u4ec0\u4e48\u5f00\u4ed3\u3001\u5e73\u4ed3\u3002</p>\n<p><img alt=\"\u4ea4\u6613\u65e5\u5fd7\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.hd-r.cn/46860bcf-dc77-4e79-a9d4-8b416302b113.png\"/></p>\n<p>\u76ee\u524d\u622a\u56fe\u91cc\u7684\u6570\u636e\uff1a</p>\n<ul>\n<li>\u6536\u76ca\u7387\uff1a31.04%</li>\n<li>\u4ea4\u6613\u5929\u6570\uff1a32 \u5929</li>\n<li>\u80dc\u7387\uff1a100%</li>\n<li>\u8ddf\u5355\u4eba\u6570\uff1a1</li>\n<li>\u8d26\u6237\u89c4\u6a21\u5927\u6982 100U \u5de6\u53f3</li>\n</ul>\n<p>\u5f53\u7136\u8fd9\u4e2a\u6536\u76ca\u80af\u5b9a\u4e0d\u80fd\u8bf4\u660e\u7b56\u7565\u5c31\u9760\u8c31\u4e86\uff0c100U \u672c\u8eab\u8d44\u91d1\u4e5f\u6bd4\u8f83\u5c0f\uff0c\u800c\u4e14\u624d\u8dd1\u4e86\u4e00\u6bb5\u65f6\u95f4\u3002</p>\n<p>\u6211\u73b0\u5728\u6bd4\u8f83\u611f\u5174\u8da3\u7684\u662f\u7ee7\u7eed\u8ba9\u5b83\u81ea\u5df1\u8dd1\uff0c\u770b\u770b\u9047\u5230\u8fde\u7eed\u9707\u8361\u6216\u8005\u5355\u8fb9\u884c\u60c5\u7684\u65f6\u5019\u8868\u73b0\u600e\u4e48\u6837\u3002</p>\n<p>\u4ee5\u524d\u81ea\u5df1\u624b\u52a8\u4ea4\u6613\u7684\u65f6\u5019\uff0c\u603b\u611f\u89c9\u5bb9\u6613\u53d7\u5230\u60c5\u7eea\u5f71\u54cd\uff0c\u7a0b\u5e8f\u53cd\u800c\u6ca1\u4ec0\u4e48\u611f\u89c9\uff0c\u6761\u4ef6\u5230\u4e86\u5c31\u6267\u884c\u3002</p>\n<p>\u76ee\u524d\u6700\u5927\u7684\u611f\u53d7\u5c31\u662f\uff1a</p>\n<p><strong>\u91cf\u5316\u4e0d\u4e00\u5b9a\u80fd\u8ba9\u4f60\u8d5a\u94b1\uff0c\u4f46\u81f3\u5c11\u80fd\u8ba9\u4f60\u5c11\u76ef\u76d8\u3002</strong></p>\n<p>\u540e\u9762\u5982\u679c\u8dd1\u7684\u65f6\u95f4\u518d\u957f\u4e00\u70b9\uff0c\u53ef\u80fd\u4f1a\u628a\u7b56\u7565\u548c\u4ee3\u7801\u6574\u7406\u4e00\u4e0b\uff0c\u770b\u770b\u6709\u6ca1\u6709\u5fc5\u8981\u5f00\u6e90\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/QingXuJiaZhi", 
        "name": "QingXuJiaZhi", 
        "avatar": "https://cdn.v2ex.com/avatar/07c9/d6c7/439711_large.png?m=1789631674"
      }, 
      "url": "https://www.v2ex.com/t/1242893", 
      "title": "\u7528 AI \u505a\u4e86\u4e00\u4efd PPT \u4ecb\u7ecd\u300a\u806a\u660e\u7684\u6295\u8d44\u8005\u300b", 
      "id": "https://www.v2ex.com/t/1242893", 
      "date_published": "2026-09-18T02:40:20+00:00", 
      "content_html": "<p><img alt=\"Screenshot 2026-09-18 103624.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.see.you/2026/09/18/9jIm/Screenshot-2026-09-18-103624.png\"/></p>\n<p>\u6700\u8fd1\u6211\u7684\u6295\u8d44\u601d\u60f3\u6709\u70b9\u4ece\u77ed\u7ebf\u8f6c\u5411\u957f\u7ebf\u4e86\uff0c\u7531\u4e8e\u5fc3\u6001\u53d8\u5316\uff0c\u624d\u80fd\u770b\u5f97\u8fdb\u53bb\u300a\u806a\u660e\u7684\u6295\u8d44\u8005\u300b\u8fd9\u672c\u4e66\u3002\u4e00\u672c\u4e66\u4e0d\u80fd\u6539\u53d8\u6211\u7684\u5fc3\u6001\uff0c\u4f46\u5728\u6211\u5fc3\u6001\u8f6c\u53d8\u540e\u53ef\u4ee5\u5b66\u4e60\u4e66\u672c\u7684\u77e5\u8bc6\u3002</p>\n<p>\u7528 AI \u5236\u4f5c PPT \u53ef\u4ee5\u4e0d\u63d0\u4f9b\u6587\u5b57\u6750\u6599\uff0c\u6211\u53ea\u8f93\u5165\u4e00\u53e5\u8bdd\u201c\u300a\u806a\u660e\u7684\u6295\u8d44\u8005\u300b\u5185\u5bb9\u4ecb\u7ecd\u201d\uff0c\u5b83\u81ea\u5df1\u627e\u8d44\u6599\u505a PPT \u3002</p>\n<p>\u6587\u4ef6\u4e0b\u8f7d <a href=\"https://fs.to/rvzqD\" rel=\"nofollow\">https://fs.to/rvzqD</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/QingXuJiaZhi", 
        "name": "QingXuJiaZhi", 
        "avatar": "https://cdn.v2ex.com/avatar/07c9/d6c7/439711_large.png?m=1789631674"
      }, 
      "url": "https://www.v2ex.com/t/1242740", 
      "title": "\u7528 AI \u505a\u4e86\u51e0\u4e2a PPT\uff08\u5206\u4f17\u4f20\u5a92\u3001\u5b81\u5fb7\u65f6\u4ee3\u3001\u7d2b\u5149\u80a1\u4efd\uff09", 
      "id": "https://www.v2ex.com/t/1242740", 
      "date_published": "2026-09-17T08:10:52+00:00", 
      "content_html": "<p>\u5176\u4e2d\u4e00\u4e2a\u5c01\u9762\u4f9b\u53c2\u8003\uff1a</p>\n<p><img alt=\"Screenshot 2026-09-17 155223.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.see.you/2026/09/17/Mrk2/Screenshot-2026-09-17-155223.png\"/></p>\n<p>\u7528\u7684\u662f WPS \uff0c\u53ef\u4ee5\u63d0\u4f9b\u6587\u5b57\u6750\u6599\u7ed9\u5b83\uff0c\u4e5f\u53ef\u4ee5\u4ec0\u4e48\u90fd\u4e0d\u63d0\u4f9b\u3002\u5176\u4e2d\u5206\u4f17\u4f20\u5a92\u6211\u5148\u7528 deepseek \u505a\u4e86\u4e00\u4efd\u6587\u5b57\u6750\u6599\uff0c\u518d\u63d0\u4f9b\u7ed9 WPS \uff0c\u800c\u5b81\u5fb7\u65f6\u4ee3\u548c\u7d2b\u5149\u80a1\u4efd\u6211\u53ea\u5728 WPS \u91cc\u5199\u4e86\u4e00\u53e5\u8bdd\u201cXXXX \u7684\u672a\u6765\u5341\u5e74\u53d1\u5c55\u4e0e\u98ce\u9669\u7814\u5224\u201d\uff0c\u5b83\u81ea\u5df1\u627e\u8d44\u6599\u505a PPT \u3002</p>\n<p>\u4e0b\u8f7d\u94fe\u63a5\uff08\u81ea\u5e26\u9884\u89c8\uff09\uff1a</p>\n<ul>\n<li>\u5206\u4f17\u4f20\u5a92 <a href=\"https://fs.to/Pu9nJ\" rel=\"nofollow\">https://fs.to/Pu9nJ</a></li>\n<li>\u5b81\u5fb7\u65f6\u4ee3 <a href=\"https://fs.to/RHWPB\" rel=\"nofollow\">https://fs.to/RHWPB</a></li>\n<li>\u7d2b\u5149\u80a1\u4efd <a href=\"https://fs.to/L5HSN\" rel=\"nofollow\">https://fs.to/L5HSN</a></li>\n</ul>\n<p>\u6211\u611f\u89c9\u73b0\u5728\u7684\u7535\u8111\u6709\u70b9\u50cf\u5b8c\u5168\u4e0d\u61c2\u7535\u8111\u7684\u4eba\u5bf9\u7535\u8111\u7684\u5e7b\u60f3\uff0c\u5c31\u662f\u53ea\u9700\u8981\u5f88\u7b80\u5355\u7684\u6b65\u9aa4\uff0c\u7528\u4eba\u7c7b\u8bed\u8a00\u8bf4\u4e00\u53e5\u5f88\u7b80\u5355\u7684\u8bdd\uff0c\u5c31\u53ef\u4ee5\u76f4\u63a5\u62ff\u5230\u7ed3\u679c\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/370743412we", 
        "name": "370743412we", 
        "avatar": "https://cdn.v2ex.com/gravatar/888195e304fa7b3dfaa794ff18b244eb?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1242598", 
      "title": "\u505a\u4e86 4 \u4e2a\u6708\u7684 AI \u4ea4\u6613\u4ea7\u54c1\uff0c\u529f\u80fd\u57fa\u672c\u80fd\u7528\u4e86\uff0c\u4f46\u4e00\u76f4\u6ca1\u4ec0\u4e48\u6d41\u91cf\uff0c\u60f3\u8bf7\u5927\u5bb6\u5e2e\u5fd9\u770b\u770b", 
      "id": "https://www.v2ex.com/t/1242598", 
      "date_published": "2026-09-17T02:00:04+00:00", 
      "content_html": "<p>\u5927\u5bb6\u597d\uff0c\u6211\u662f PREX \u7684\u5f00\u53d1\u8005\u3002\n\u8fc7\u53bb 4 \u4e2a\u6708\uff0c\u6211\u57fa\u672c\u90fd\u5728\u6298\u817e\u8fd9\u4e2a\u4ea7\u54c1\u3002\n\u6700\u5f00\u59cb\u505a PREX \uff0c\u662f\u56e0\u4e3a\u6211\u81ea\u5df1\u7814\u7a76 Crypto \u548c\u9884\u6d4b\u5e02\u573a\u65f6\uff0c\u4e00\u4e2a\u4ea4\u6613\u60f3\u6cd5\u5f80\u5f80\u8981\u7ecf\u5386\u67e5\u884c\u60c5\u3001\u627e\u6570\u636e\u3001\u5199\u56de\u6d4b\u3001\u8c03\u53c2\u6570\u3001\u89c2\u5bdf\u98ce\u9669\uff0c\u6700\u540e\u518d\u53bb\u4e0d\u540c\u5e73\u53f0\u6267\u884c\uff0c\u6574\u4e2a\u8fc7\u7a0b\u6bd4\u8f83\u788e\u3002\n\u6240\u4ee5\u6211\u60f3\u505a\u4e00\u4e2a AI Agent \uff0c\u628a\u8fd9\u4e9b\u6b65\u9aa4\u5c3d\u91cf\u4e32\u8d77\u6765\u3002\n\u76ee\u524d PREX \u5df2\u7ecf\u53ef\u4ee5\uff1a</p>\n<ul>\n<li>\u7528\u81ea\u7136\u8bed\u8a00\u5206\u6790 BTC \u3001ETH \u3001SOL \u7b49\u5e02\u573a</li>\n<li>\u628a\u4e00\u53e5\u7b56\u7565\u60f3\u6cd5\u8f6c\u6210\u56de\u6d4b</li>\n<li>\u5c55\u793a\u6536\u76ca\u7387\u3001\u56de\u64a4\u3001\u80dc\u7387\u3001Sharpe \u3001\u4ea4\u6613\u8bb0\u5f55\u548c\u8d44\u91d1\u66f2\u7ebf</li>\n<li>\u67e5\u770b\u516c\u5f00\u7b56\u7565\u548c\u771f\u5b9e\u7b56\u7565\u6570\u636e</li>\n<li>\u7ba1\u7406\u5b9e\u76d8\u7b56\u7565\u3001\u8ddf\u5355\u548c\u98ce\u9669\u53c2\u6570</li>\n<li>\u5206\u6790\u9884\u6d4b\u5e02\u573a\u3001\u80a1\u7968\u6c38\u7eed\u3001A/H \u80a1\u7b49\u5e02\u573a</li>\n<li>\u67e5\u770b Meme Scanner \u3001\u6e05\u7b97\u5730\u56fe\u7b49\u5de5\u5177</li>\n<li>\n</li>\n</ul>\n<p>\u53ea\u505a\u5206\u6790\u548c\u56de\u6d4b\u4e0d\u9700\u8981\u8fde\u63a5\u4ea4\u6613\u8d26\u6237\uff0c\u6d89\u53ca\u5b9e\u76d8\u65f6\u4e5f\u9700\u8981\u7528\u6237\u81ea\u5df1\u786e\u8ba4\uff0c\u6211\u4eec\u4e0d\u4f1a\u627f\u8bfa\u6536\u76ca\u3002</p>\n<p>\u6700\u8fd1\u8fd8\u5f00\u653e\u4e86\u4e00\u4e2a\u514d\u8d39\u7684 MCP \u63a5\u53e3\uff0c\u60f3\u8ba9\u5927\u5bb6\u53ef\u4ee5\u76f4\u63a5\u5728 Codex \u7b49\u652f\u6301 MCP \u7684\u5ba2\u6237\u7aef\u91cc\u8c03\u7528 PREX\uff1a\ncodex mcp add prex-strategy --url <a href=\"https://test.prex.best/api/mcp\" rel=\"nofollow\">https://test.prex.best/api/mcp</a>\n\u4f8b\u5982\u53ef\u4ee5\u76f4\u63a5\u95ee\uff1a\n\u5206\u6790 BTC \u3001ETH \u548c SOL \u7684\u5e02\u573a\u5f3a\u5f31\uff0c\n\u9009\u62e9\u6700\u5f3a\u548c\u6700\u5f31\u7684\u6807\u7684\uff0c\n\u751f\u6210\u4e00\u4e2a\u5e02\u573a\u4e2d\u6027\u7b56\u7565\u5e76\u51c6\u5907\u56de\u6d4b\u3002\n\u4e0d\u8fc7\u505a\u4e86 4 \u4e2a\u6708\uff0c\u6700\u5927\u7684\u95ee\u9898\u4e0d\u662f\u529f\u80fd\uff0c\u800c\u662f\u51e0\u4e4e\u6ca1\u6709\u7a33\u5b9a\u7684\u81ea\u7136\u6d41\u91cf\u3002</p>\n<p>\u53d1\u8fc7 X \u3001\u505a\u8fc7\u6f14\u793a\u89c6\u9891\u3001\u53c2\u52a0\u8fc7\u6bd4\u8d5b\uff0c\u4e5f\u627e\u8fc7\u4e00\u4e9b\u670b\u53cb\u4f53\u9a8c\uff0c\u4f46\u59cb\u7ec8\u6ca1\u6709\u627e\u5230\u6709\u6548\u7684\u83b7\u5ba2\u65b9\u5f0f\u3002\u73b0\u5728\u529f\u80fd\u8d8a\u505a\u8d8a\u591a\uff0c\u6211\u53cd\u800c\u5f00\u59cb\u6000\u7591\u662f\u4e0d\u662f\u65b9\u5411\u51fa\u4e86\u95ee\u9898\u3002</p>\n<p>\u6211\u76ee\u524d\u6bd4\u8f83\u56f0\u60d1\u7684\u662f\uff1a</p>\n<ol>\n<li>AI \u4ea4\u6613\u672c\u8eab\u662f\u4e0d\u662f\u4e00\u4e2a\u4f2a\u9700\u6c42\uff1f</li>\n<li>\u4ea7\u54c1\u505a\u5f97\u592a\u5bbd\uff0c\u5bfc\u81f4\u7528\u6237\u7b2c\u4e00\u773c\u4e0d\u77e5\u9053\u8be5\u7528\u4ec0\u4e48\uff1f</li>\n<li>\u662f\u4e0d\u662f\u5e94\u8be5\u53ea\u4fdd\u7559\u201c\u81ea\u7136\u8bed\u8a00\u56de\u6d4b\u201d\u8fd9\u4e00\u4e2a\u5165\u53e3\uff1f</li>\n<li>\u91d1\u878d\u4ea7\u54c1\u5929\u7136\u7f3a\u5c11\u4fe1\u4efb\uff0c\u65b0\u4ea7\u54c1\u5e94\u8be5\u600e\u4e48\u5efa\u7acb\u7b2c\u4e00\u6279\u771f\u5b9e\u7528\u6237\uff1f</li>\n<li>\u514d\u8d39 MCP \u4f1a\u4e0d\u4f1a\u6bd4\u7f51\u9875\u4ea7\u54c1\u66f4\u9002\u5408\u4ece\u5f00\u53d1\u8005\u7fa4\u4f53\u5f00\u59cb\u51b7\u542f\u52a8\uff1f</li>\n<li>\n</li>\n</ol>\n<p>\u5b98\u7f51\uff1a <a href=\"https://prex.best/\" rel=\"nofollow\">https://prex.best/</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wises", 
        "name": "wises", 
        "avatar": "https://cdn.v2ex.com/gravatar/f3cd7b451651e027df6fae684d587b78?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1242555", 
      "date_modified": "2026-09-17T00:08:56+00:00", 
      "content_html": "\u63d0\u524d\u53d1\u5728\u6296\u97f3, \u53ef\u662f\u4e0d\u7ed9\u6d41\u91cf, \u597d\u5bb6\u4f19. <br /><br /><a target=\"_blank\" href=\"/i/HQ865l34.png\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 HQ865l34.png\"><img src=\"//i.v2ex.co/HQ865l34.png\" class=\"embedded_image\"></a>", 
      "date_published": "2026-09-16T18:45:48+00:00", 
      "title": "\u6211\u81ea\u5df1\u8dd1\u7684\u9009\u80a1\u548c\u91cf\u5316, \u6210\u529f\u7684\u63d0\u524d\u51e0\u4e2a\u5c0f\u65f6\u9884\u6d4b\u5230\u4eca\u665a\u52a0\u606f 25bp", 
      "id": "https://www.v2ex.com/t/1242555"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1242363", 
      "title": "\u725b\u5462\uff1f", 
      "id": "https://www.v2ex.com/t/1242363", 
      "date_published": "2026-09-16T03:10:59+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1242156", 
      "title": "\u624b\u91cc\u7684\u7968\u4e8f\u635f\u90fd\u8d85\u8fc7 10%\u4e86\uff0c\u53e6\u5916\u6211\u771f\u7684\u8fd8\u8981\u5410\u69fd\u4e0b\u6052\u751f\u79d1\u6280\u7684\u6307\u6570\u57fa\u91d1\uff0c\u8fd9\u5c3c\u739b\u4e00\u4e2a\u6307\u6570\u57fa\u91d1\u80fd\u8dcc 10%\u3002\u771f\u7684\u662f\u96be\u4ee5\u7406\u89e3", 
      "id": "https://www.v2ex.com/t/1242156", 
      "date_published": "2026-09-15T06:53:48+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/apollo007", 
        "name": "apollo007", 
        "avatar": "https://cdn.v2ex.com/avatar/ed76/9435/693918_large.png?m=1728288909"
      }, 
      "url": "https://www.v2ex.com/t/1241989", 
      "title": "\u5410\u69fd\u4e00\u4e0b IBKR \u7684\u671f\u6743\u4ea4\u6613\u8d85\u7ea7\u5361\uff0c\u534a\u5929\u8f6c\u4e0d\u8fdb\u53bb\u3002", 
      "id": "https://www.v2ex.com/t/1241989", 
      "date_published": "2026-09-14T15:35:05+00:00", 
      "content_html": "<p>IBKR \u7684\u80a1\u7968\u4ea4\u6613\u5012\u8fd8\u633a\u6d41\u7545\u7684\uff0c\u4f46\u662f\u8fd9\u4e2a\u671f\u6743\u4ea4\u6613\u5c31\u8d85\u7ea7\u5361\uff0c\u8fdb\u53bb\u90fd\u8fdb\u4e0d\u53bb\uff0c\u8981\u8f6c\u534a\u5929\u3002\u4e0d\u77e5\u9053\u548b\u56de\u4e8b\uff0c\u8fd8\u53f7\u79f0\u8fd9\u4e48\u725b\u5462\u3002</p>\n<p>\u6211\u611f\u89c9\u4f53\u9a8c\u8fdc\u8fdc\u4e0d\u5982\u5bcc\u9014\u90a3\u4e48\u4e1d\u6ed1\uff0c\u7535\u8111\u7aef\u3001\u7f51\u9875\u7aef\u90fd\u8fdb\u4e0d\u53bb\uff0c\u4e0d\u77e5\u9053\u4ec0\u4e48\u60c5\u51b5\u3002</p>\n<p>\u4e0d\u77e5\u9053\u5404\u4f4d\u5927\u4f6c\u6709\u4ec0\u4e48\u597d\u64cd\u4f5c\u7684\u529e\u6cd5\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ggfickle123", 
        "name": "ggfickle123", 
        "avatar": "https://cdn.v2ex.com/gravatar/fe7ba013dd394be30e333cfff2b7160c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1241933", 
      "title": "\u5927\u5bb6\u6709\u6ca1\u6709\u7092\u80a1\u6210\u529f\u609f\u9053\u7684\uff1f", 
      "id": "https://www.v2ex.com/t/1241933", 
      "date_published": "2026-09-14T09:09:02+00:00", 
      "content_html": "\u5e74\u521d A \u80a1\u5f00\u6237\u7684\u65b0\u97ed\u83dc\uff0c\u5c0f\u4ed3\u4f4d\u5403\u4e0a\u4e86\u4e0a\u534a\u5e74 AI \u7684\u7ea2\u5229\uff0c6 \u6708\u5e95\u5f00\u59cb\u6ee1\u4ed3\u68ad\u54c8\u88ab\u66b4\u6253\uff0c7 \u6708\u4e2d\u6e05\u4ed3\u6b62\u635f\u4e86\u534a\u4e2a\u6708\u30028 \u6708\u7684\u53cd\u5f39\u6ca1\u5403\u5230\uff0c9 \u6708\u5c1d\u8bd5 1 \u6210\u4ed3\u8bd5\u8bd5\u53c8\u88ab\u5272\uff0c\u7ecf\u5e38\u51fa\u73b0\u4e0a\u5348\u5356\u5728\u60c5\u7eea\u6700\u4f4e\u70b9\u4e0b\u5348\u5f00\u59cb\u62c9\u5347\uff0c\u88ab\u5272\u9ebb\u4e86\uff0c\u97ed\u83dc\u601d\u7ef4\u5982\u4f55\u4fee\u6b63\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sddi", 
        "name": "sddi", 
        "avatar": "https://cdn.v2ex.com/gravatar/99fa0ef155b8e3d9a8e44a3e1d277af7?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1241758", 
      "title": "\u6709\u6ca1\u6709\u7528 AI \u201c\u6210\u529f\u7092\u80a1\u201d\u7684 v \u53cb\uff1f", 
      "id": "https://www.v2ex.com/t/1241758", 
      "date_published": "2026-09-14T01:32:07+00:00", 
      "content_html": "\u60f3\u77e5\u9053\u5927\u4f6c\u4eec\u6709\u6ca1\u6709\u6210\u529f\u7528 ai \u6765\u7092\u80a1\u7684\uff0c\u6536\u76ca\u5982\u4f55\uff0c\u642d\u5efa\u8fc7\u7a0b\u4e2d\u6709\u4ec0\u4e48\u9700\u8981\u6ce8\u610f\uff08\u8e29\u5751\uff09\u7684\u5730\u65b9\u5417\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/NewMoorj", 
        "name": "NewMoorj", 
        "avatar": "https://cdn.v2ex.com/avatar/c01e/d25e/624603_large.png?m=1685448619"
      }, 
      "url": "https://www.v2ex.com/t/1241459", 
      "title": "\u4e00\u4e2a\u9ad8\u80dc\u7387\u7684\u7b56\u7565\uff0c\u4e3a\u4ec0\u4e48\u6ca1\u591a\u5c11\u4eba\u7528\u5462\uff1f", 
      "id": "https://www.v2ex.com/t/1241459", 
      "date_published": "2026-09-11T17:12:43+00:00", 
      "content_html": "\u80a1\u707e\u65f6\uff0c\u8d44\u91d1\u4f1a\u9009\u62e9\u6d41\u5411\u907f\u9669\u5c5e\u6027\u7684\u677f\u5757\u3002<br /><br />\u540c\u65f6\uff0c\u6c6a\u6c6a\u961f\u4e5f\u4f1a\u6765\u7a33\u5b9a\u6307\u6570\uff0c\u907f\u514d\u8fde\u9501\u53cd\u5e94\u4e00\u8dcc\u5230\u5e95\u3002<br /><br />\u4e24\u4e2a\u53e0\u52a0\u8d77\u6765\uff0c\u6b64\u65f6\u6284\u5e95\u516c\u5171\u4e8b\u4e1a\u7684\u9ad8\u80a1\u606f\u56fd\u4f01\u6743\u91cd\u80a1\u80dc\u7387\u662f\u5f88\u9ad8\u7684\uff0c\u6211\u6284\u5e95 3 \u6b21\u90fd\u5403\u7684\u80a5\u561f\u561f\u7684\u3002<br /><br />\u4e3a\u4ec0\u4e48\u6709\u9a82\u6c6a\u6c6a\u961f\u7684\u65f6\u95f4\uff0c\u4e0d\u5b66\u6c6a\u6c6a\u961f\u4e70\u6743\u91cd\u5462\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/desjoyking", 
        "name": "desjoyking", 
        "avatar": "https://cdn.v2ex.com/gravatar/993010d9459fa012c3fcfd37317a0232?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1241415", 
      "title": "\u4eca\u5929\u5927 A\uff0c \u611f\u89c9\u6709\u70b9\u5fae\u5999\uff0c\u5e76\u4e0d\u662f\u5b8c\u5168\u4e0d\u597d", 
      "id": "https://www.v2ex.com/t/1241415", 
      "date_published": "2026-09-11T10:57:29+00:00", 
      "content_html": "\u4eca\u5929\u51fa\u4e4e\u610f\u6599\u7684\u5927\u8dcc\uff0c\u56e0\u4e3a\u524d\u6bb5\u65f6\u95f4\u6211\u4eec\u5df2\u7ecf\u4e0d\u600e\u4e48\u8ddf\u7f8e\u80a1\u7684\u8d70\u52bf\u4e86<br /><br />\u4eca\u5929\u5374\u548c\u591c\u76d8\u7684\u7f8e\u80a1\u4e00\u6837\u5927\u8dcc\u3002<br /><br />\u4f46\u662f\uff0c\u8d70\u718a\u8fd9\u4e48\u4e45\u7684\u5149\u6a21\u5757\uff0c\u9006\u52bf\u4e0a\u6da8\u4e86\u3002<br /><br />\u5982\u679c\u662f FCC \u843d\u5730\u5bfc\u81f4\u7684\u5229\u597d\uff0c\u90a3\u5c31\u770b\u4e0b\u5468\u4e00\uff0c\u4e0b\u5468\u4e8c\u662f\u5426\u80fd\u5ef6\u7eed\u5f3a\u52bf\u3002<br /><br />\u6700\u8fd1\u7684\u7092\u6982\u5ff5\u7684\u60c5\u7eea\uff0c\u7ecf\u8fc7\u4eca\u5929\u548c\u6628\u5929\u8fd9\u4e24\u6ce2\uff0c\u662f\u5f7b\u5e95\u9000\u6f6e\u4e86\uff0c\u5f71\u89c6\u9662\u7ebf\u3001\u9910\u996e\u7b49\u4e2a\u522b\u80a1\u8fd8\u6709\u8d44\u91d1\u7559\u604b\uff0c\u5927\u90e8\u5206\u90fd\u5df2\u7ecf\u7184\u706b\u4e86\u3002<br /><br />\u6211\u89c9\u5f97\u4eca\u5929\u8fd9\u6ce2\u5927\u8dcc\uff0c\u4e0a\u5348\u80af\u5b9a\u662f\u8d85\u51fa\u76d1\u7ba1\u9884\u671f\u4e86\uff0c\u6240\u4ee5\u76f4\u63a5\u5c31\u5348\u540e 1 \u70b9\u5c31\u5f00\u59cb\u62c9\uff0c\u6ca1\u7b49 2 \u70b9\u540e\u4e86<br /><br />\u6240\u6709\u677f\u5757\u8d70\u52bf\u51e0\u4e4e\u4e00\u6837\uff0c\u90fd\u662f 1 \u70b9\u5f00\u59cb\u53cd\u5f39\uff0c\u800c\u4e14\u975e\u5e38\u5747\u5300\u7684\u8d70\u52bf\u3002<br /><br />\u73b0\u9636\u6bb5\u5c31\u662f\u725b\u5e02\u5c3e\u58f0\uff0c\u878d\u8d44\u5e02\u9636\u6bb5\u3002\u4f46\u6700\u8fd1 IPO \u62bd\u8840\u592a\u5389\u5bb3\u4e86\u3002\u540e\u7eed IPO \u80af\u5b9a\u4f1a\u88ab\u6682\u7f13\u4e00\u6bb5\u65f6\u95f4\uff0c\u6216\u8005 IPO \u5b9a\u4ef7\u4f1a\u5f88\u4f4e\u3002<br /><br />\u5e02\u573a\u60c5\u7eea\u4fee\u590d\u4e0d\u4f1a\u90a3\u4e48\u5feb\u7684\uff0c\u8fd1\u671f\u5b9d\u5988\u8fdc\u79bb\u8be5\u5e02\u573a\u3002<br /><br /><br />\u6211\u7684\u8d26\u6237\u8fd8\u5f88\u7eff\uff0c\u5e0c\u671b\u5927\u5bb6\u6367\u573a\u6211\u7684\u4e2d\u8f6c\u7ad9\u5e2e\u6211\u56de\u70b9\u8840\uff0c\u5728\u63a8\u5e7f\u677f\u5757\u91cc\u6709\u6211\u7684\u5e16\u5b50\u3002\u4ef7\u683c\u662f\u5168\u7f51\u6700\u4f4e\u7684\u3002\u5206\u7ec4\u500d\u7387\u6700\u4f4e\u7684\u5230 0.08 \uff0c \u6709 GPT-6-astra."
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/matters", 
        "name": "matters", 
        "avatar": "https://cdn.v2ex.com/gravatar/24fe424a759aa822ce7e5d270a4664b8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1241382", 
      "date_modified": "2026-09-13T00:33:48+00:00", 
      "content_html": "<p>\u6700\u8fd1\u5728\u505a\u884c\u60c5\u6570\u636e\u76f8\u5173\u7684\u4e1c\u897f\uff0c\u53d1\u73b0\u4e00\u4e2a\u633a\u5bb9\u6613\u641e\u6df7\u7684\u5730\u65b9\uff1a<strong>Tick \u6570\u636e\u548c K \u7ebf\u6570\u636e\u5230\u5e95\u6709\u4ec0\u4e48\u533a\u522b\uff1f</strong></p>\n<p>\u4e00\u5f00\u59cb\u6211\u7684\u7406\u89e3\u4e5f\u6bd4\u8f83\u7b80\u5355\uff0c\u89c9\u5f97 K \u7ebf\u65e0\u975e\u5c31\u662f\u628a\u5f88\u591a\u6761 Tick \u6570\u636e\u6309\u7167 1 \u5206\u949f\u30015 \u5206\u949f\u4e4b\u7c7b\u7684\u65f6\u95f4\u5468\u671f\u805a\u5408\u4e00\u4e0b\u3002</p>\n<p>\u540e\u6765\u81ea\u5df1\u5b9e\u9645\u5904\u7406\u6570\u636e\u4e4b\u540e\uff0c\u53d1\u73b0\u4e24\u8005\u867d\u7136\u6709\u5173\u7cfb\uff0c\u4f46\u7528\u9014\u5176\u5b9e\u5b8c\u5168\u4e0d\u4e00\u6837\u3002</p>\n<p>\u5982\u679c\u53ea\u662f\u770b\u76d8\uff0cK \u7ebf\u5df2\u7ecf\u591f\u7528\u4e86\u3002\u4f46\u5982\u679c\u8981\u505a\u91cf\u5316\u7b56\u7565\u3001\u76d8\u53e3\u5206\u6790\u6216\u8005\u7814\u7a76\u67d0\u4e00\u6bb5\u65f6\u95f4\u5185\u4ef7\u683c\u5230\u5e95\u662f\u600e\u4e48\u8d70\u51fa\u6765\u7684\uff0cTick \u6570\u636e\u7684\u91cd\u8981\u6027\u5c31\u4f1a\u660e\u663e\u5f88\u591a\u3002</p>\n<h2>\u6211\u5148\u7528\u4e00\u4e2a\u6bd4\u8f83\u76f4\u89c2\u7684\u65b9\u5f0f\u7406\u89e3</h2>\n<p>\u6bd4\u5982\u67d0\u53ea\u80a1\u7968\u5728 10:00 \u5230 10:01 \u4e4b\u95f4\u53d1\u751f\u4e86\u5f88\u591a\u6b21\u6210\u4ea4\u3002</p>\n<p>Tick \u6570\u636e\u53ef\u80fd\u957f\u8fd9\u6837\uff1a</p>\n<pre><code class=\"language-text\">10:00:01  100.12  200\n10:00:03  100.15  100\n10:00:07  100.18  300\n10:00:12  100.16  500\n10:00:25  100.20  200\n10:00:41  100.22  100\n10:00:56  100.19  400\n</code></pre>\n<p>\u6bcf\u4e00\u6761\u57fa\u672c\u90fd\u5bf9\u5e94\u4e00\u6b21\u884c\u60c5\u53d8\u5316\u3002</p>\n<p>\u800c\u5982\u679c\u6211\u628a\u8fd9\u4e00\u5206\u949f\u7684\u6570\u636e\u805a\u5408\u6210 1 \u5206\u949f K \u7ebf\uff0c\u6700\u540e\u53ef\u80fd\u53ea\u5269\uff1a</p>\n<pre><code class=\"language-text\">Open   100.12\nHigh   100.22\nLow    100.12\nClose  100.19\nVolume 1800\n</code></pre>\n<p>\u8fd9\u65f6\u5019\u5c31\u5f88\u660e\u663e\u4e86\u3002</p>\n<p><strong>Tick \u66f4\u50cf\u662f\u8fc7\u7a0b\uff0cK \u7ebf\u66f4\u50cf\u662f\u7ed3\u679c\u3002</strong></p>\n<p>K \u7ebf\u544a\u8bc9\u6211\u8fd9\u4e00\u5206\u949f\u5f00\u5728\u54ea\u91cc\u3001\u6700\u9ad8\u5230\u54ea\u91cc\u3001\u6700\u4f4e\u5230\u54ea\u91cc\u3001\u6700\u540e\u6536\u5728\u54ea\u91cc\u3002</p>\n<p>Tick \u5219\u8ba9\u6211\u770b\u5230\u8fd9\u4e00\u5206\u949f\u91cc\u9762\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48\u3002</p>\n<h2>\u90a3\u4e3a\u4ec0\u4e48\u4e0d\u76f4\u63a5\u5168\u90e8\u7528 K \u7ebf\uff1f</h2>\n<p>\u6211\u89c9\u5f97\u4e3b\u8981\u8fd8\u662f\u770b\u7b56\u7565\u3002</p>\n<p>\u5982\u679c\u53ea\u662f\u505a\u4e00\u4e9b\u6bd4\u8f83\u5e38\u89c4\u7684\u6280\u672f\u6307\u6807\uff0c\u6bd4\u5982\u5747\u7ebf\u3001MACD \u3001RSI \uff0cK \u7ebf\u901a\u5e38\u5df2\u7ecf\u8db3\u591f\u3002</p>\n<p>\u56e0\u4e3a\u8fd9\u4e9b\u6307\u6807\u672c\u8eab\u5c31\u662f\u5efa\u7acb\u5728 OHLC \u7b49\u805a\u5408\u6570\u636e\u4e0a\u7684\u3002</p>\n<p>\u6bd4\u5982\u6211\u60f3\u5224\u65ad\uff1a</p>\n<blockquote>\n<p>\u6700\u8fd1 20 \u6839 5 \u5206\u949f K \u7ebf\u662f\u4e0d\u662f\u5904\u4e8e\u4e0a\u6da8\u8d8b\u52bf\uff1f</p>\n</blockquote>\n<p>\u76f4\u63a5\u62ff K \u7ebf\u8ba1\u7b97\u5c31\u53ef\u4ee5\u4e86\u3002</p>\n<p>\u8fd9\u65f6\u5019\u5982\u679c\u8fd8\u53bb\u5904\u7406\u5927\u91cf Tick \u6570\u636e\uff0c\u53cd\u800c\u4f1a\u589e\u52a0\u6570\u636e\u91cf\u548c\u8ba1\u7b97\u91cf\u3002</p>\n<p>\u4f46\u5982\u679c\u6211\u7684\u95ee\u9898\u53d8\u6210\uff1a</p>\n<blockquote>\n<p>\u4ef7\u683c\u4e3a\u4ec0\u4e48\u7a81\u7136\u4ece 100.15 \u6253\u5230 100.30 \uff1f</p>\n</blockquote>\n<p>\u6216\u8005\uff1a</p>\n<blockquote>\n<p>\u8fd9\u4e00\u5206\u949f\u91cc\u9762\u5230\u5e95\u53d1\u751f\u4e86\u591a\u5c11\u6b21\u6210\u4ea4\uff1f</p>\n</blockquote>\n<p>\u751a\u81f3\uff1a</p>\n<blockquote>\n<p>\u67d0\u4e2a\u4ef7\u683c\u9644\u8fd1\u662f\u4e0d\u662f\u51fa\u73b0\u4e86\u5927\u91cf\u6210\u4ea4\uff1f</p>\n</blockquote>\n<p>\u90a3 K \u7ebf\u5c31\u4e0d\u592a\u591f\u7528\u4e86\u3002</p>\n<p>\u56e0\u4e3a K \u7ebf\u53ea\u544a\u8bc9\u6211\u8fd9\u4e00\u5206\u949f\u6700\u7ec8\u5f62\u6210\u4e86\u4e00\u4e2a\u7ed3\u679c\uff0c\u5374\u4e0d\u4f1a\u544a\u8bc9\u6211\u4e2d\u95f4\u5177\u4f53\u7ecf\u5386\u4e86\u4ec0\u4e48\u3002</p>\n<h2>Tick \u6570\u636e\u8fd8\u6709\u4e00\u4e2a\u6bd4\u8f83\u660e\u663e\u7684\u7279\u70b9\uff1a\u6570\u636e\u91cf\u5f88\u5927</h2>\n<p>\u8fd9\u4e2a\u5176\u5b9e\u662f\u6211\u81ea\u5df1\u63a5\u89e6\u4e4b\u540e\u6bd4\u8f83\u660e\u663e\u7684\u611f\u53d7\u3002</p>\n<p>\u4e00\u6839 1 \u5206\u949f K \u7ebf\u53ef\u80fd\u53ea\u662f\u4e00\u6761\u8bb0\u5f55\u3002</p>\n<p>\u4f46\u8fd9\u4e00\u5206\u949f\u91cc\u9762\u53ef\u80fd\u53d1\u751f\u51e0\u5341\u3001\u51e0\u767e\u751a\u81f3\u66f4\u591a\u6b21\u4ef7\u683c\u53d8\u5316\u3002</p>\n<p>\u6240\u4ee5\u5982\u679c\u6211\u8981\u5b58 Tick \u6570\u636e\uff0c\u5c31\u4e0d\u80fd\u7b80\u5355\u5730\u6309\u7167 K \u7ebf\u90a3\u79cd\u601d\u8def\u53bb\u5904\u7406\u3002</p>\n<p>\u6bd4\u5982\u5b9e\u65f6\u63a5\u884c\u60c5\u7684\u65f6\u5019\uff0c\u6211\u6bd4\u8f83\u5e38\u89c1\u7684\u4e00\u79cd\u505a\u6cd5\u5c31\u662f WebSocket \u6301\u7eed\u63a5\u6536\u6570\u636e\u3002</p>\n<p>\u6211\u6700\u8fd1\u6d4b\u8bd5\u7684\u65f6\u5019\uff0c\u7528 AllTick \u7684 WebSocket \u63a5\u4e86\u5b9e\u65f6\u6210\u4ea4\u6570\u636e\uff0c\u57fa\u672c\u601d\u8def\u5c31\u662f\u8ba2\u9605\u9700\u8981\u7684\u4ea7\u54c1\uff0c\u7136\u540e\u7b49\u5f85\u670d\u52a1\u7aef\u6301\u7eed\u63a8\u9001\u3002</p>\n<p>\u4f8b\u5982\uff1a</p>\n<pre><code class=\"language-python\">import json\nimport websocket\n\nTOKEN = \"your_token\"\n\nurl = (\n    \"wss://quote.alltick.co/\"\n    \"quote-stock-b-ws-api?token=\" + TOKEN\n)\n\ndef on_message(ws, message):\n    data = json.loads(message)\n    print(data)\n\ndef on_open(ws):\n    request = {\n        \"cmd_id\": 22004,\n        \"seq_id\": 123,\n        \"trace\": \"test_tick\",\n        \"data\": {\n            \"symbol_list\": [\n                {\"code\": \"700.HK\"},\n                {\"code\": \"UNH.US\"}\n            ]\n        }\n    }\n\n    ws.send(json.dumps(request))\n\nws = websocket.WebSocketApp(\n    url,\n    on_open=on_open,\n    on_message=on_message\n)\n\nws.run_forever()\n</code></pre>\n<p>\u8fd9\u91cc\u8ba2\u9605\u7684\u662f\u5b9e\u65f6\u6210\u4ea4\u4ef7 Tick \u6570\u636e\u3002</p>\n<p>\u5b9e\u9645\u6536\u5230\u7684\u6570\u636e\u91cc\uff0c\u53ef\u4ee5\u770b\u5230\u7c7b\u4f3c\u8fd9\u6837\u7684\u5b57\u6bb5\uff1a</p>\n<pre><code class=\"language-json\">{\n    \"cmd_id\": 22998,\n    \"data\": {\n        \"code\": \"700.HK\",\n        \"seq\": \"1605509068000001\",\n        \"tick_time\": \"1605509068\",\n        \"price\": \"651.12\",\n        \"volume\": \"300\",\n        \"turnover\": \"12345.6\",\n        \"trade_direction\": 1\n    }\n}\n</code></pre>\n<p>\u5bf9\u6211\u6765\u8bf4\u6bd4\u8f83\u6709\u7528\u7684\u662f <code>tick_time</code>\u3001<code>price</code>\u3001<code>volume</code> \u8fd9\u4e9b\u5b57\u6bb5\u3002</p>\n<p>\u8fd9\u6837\u6211\u53ef\u4ee5\u81ea\u5df1\u628a\u539f\u59cb\u6570\u636e\u6309\u7167\u9700\u8981\u91cd\u65b0\u805a\u5408\u3002</p>\n<p>\u6bd4\u5982\u6211\u8981 1 \u5206\u949f K \u7ebf\uff0c\u6211\u81ea\u5df1\u7b97\u3002</p>\n<p>\u6211\u8981 5 \u5206\u949f K \u7ebf\uff0c\u4e5f\u53ef\u4ee5\u91cd\u65b0\u7b97\u3002</p>\n<p>\u751a\u81f3\u6211\u60f3\u7814\u7a76\u67d0\u4e2a\u65f6\u95f4\u6bb5\u91cc\u9762\u7684\u6210\u4ea4\u60c5\u51b5\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4ece Tick \u5f00\u59cb\u5206\u6790\u3002</p>\n<h2>\u53cd\u8fc7\u6765\uff0cK \u7ebf\u5176\u5b9e\u4e5f\u6709\u81ea\u5df1\u7684\u4f18\u52bf</h2>\n<p>\u867d\u7136 Tick \u6570\u636e\u66f4\u7ec6\uff0c\u4f46\u5e76\u4e0d\u662f\u8bf4 Tick \u5c31\u4e00\u5b9a\u6bd4 K \u7ebf\u597d\u3002</p>\n<p>\u6211\u53cd\u800c\u89c9\u5f97\u505a\u5b9e\u9645\u9879\u76ee\u7684\u65f6\u5019\uff0cK \u7ebf\u66f4\u52a0\u7701\u4e8b\u3002</p>\n<p>\u4f8b\u5982\u6211\u8981\u56de\u6d4b\u4e00\u4e2a\u6bd4\u8f83\u666e\u901a\u7684\u8d8b\u52bf\u7b56\u7565\u3002</p>\n<p>\u5047\u8bbe\u7b56\u7565\u662f\uff1a</p>\n<pre><code class=\"language-text\">5 \u5206\u949f\u5747\u7ebf\u5411\u4e0a\n+\n20 \u5206\u949f\u5747\u7ebf\u5411\u4e0a\n+\n\u4ef7\u683c\u7a81\u7834\u524d\u9ad8\n</code></pre>\n<p>\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u76f4\u63a5\u4f7f\u7528 K \u7ebf\u5c31\u6bd4\u8f83\u65b9\u4fbf\u3002</p>\n<p>\u6570\u636e\u91cf\u5c0f\u5f88\u591a\uff0c\u8ba1\u7b97\u4e5f\u7b80\u5355\u3002</p>\n<p>\u5982\u679c\u4e3a\u4e86\u8fd9\u4e2a\u7b56\u7565\u628a\u6240\u6709 Tick \u5168\u90e8\u62c9\u4e0b\u6765\uff0c\u518d\u81ea\u5df1\u805a\u5408\u6210 5 \u5206\u949f\u300120 \u5206\u949f K \u7ebf\uff0c\u611f\u89c9\u6709\u70b9\u7ed5\u8fdc\u4e86\u3002</p>\n<p>\u6240\u4ee5\u73b0\u5728\u6211\u7684\u7406\u89e3\u662f\uff1a</p>\n<p><strong>\u4e0d\u662f Tick \u548c K \u7ebf\u8c01\u66f4\u597d\uff0c\u800c\u662f\u6211\u8981\u7814\u7a76\u7684\u95ee\u9898\u51b3\u5b9a\u4e86\u5e94\u8be5\u4f7f\u7528\u54ea\u4e00\u79cd\u3002</strong></p>\n<h2>\u6211\u73b0\u5728\u4f1a\u8fd9\u6837\u533a\u5206</h2>\n<p>\u5982\u679c\u662f\uff1a</p>\n<ul>\n<li>\u770b\u8d8b\u52bf</li>\n<li>\u505a\u6280\u672f\u6307\u6807</li>\n<li>\u505a\u666e\u901a\u7b56\u7565\u56de\u6d4b</li>\n<li>\u770b\u65e5\u7ebf\u3001\u5c0f\u65f6\u7ebf\u3001\u5206\u949f\u7ebf</li>\n</ul>\n<p>\u6211\u4e00\u822c\u4f1a\u4f18\u5148\u8003\u8651 K \u7ebf\u3002</p>\n<p>\u5982\u679c\u662f\uff1a</p>\n<ul>\n<li>\u7814\u7a76\u6210\u4ea4\u8fc7\u7a0b</li>\n<li>\u505a\u9ad8\u9891\u7b56\u7565</li>\n<li>\u5206\u6790\u77ed\u65f6\u95f4\u4ef7\u683c\u53d8\u5316</li>\n<li>\u7814\u7a76\u6210\u4ea4\u91cf\u53d8\u5316</li>\n<li>\u81ea\u5df1\u805a\u5408\u4e0d\u540c\u5468\u671f\u7684\u6570\u636e</li>\n</ul>\n<p>\u90a3\u6211\u4f1a\u66f4\u503e\u5411\u4e8e\u4ece Tick \u6570\u636e\u5f00\u59cb\u3002</p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u5bb9\u6613\u5ffd\u7565\u7684\u5730\u65b9\uff0c\u5c31\u662f<strong>\u6570\u636e\u4e00\u65e6\u805a\u5408\u6210 K \u7ebf\uff0c\u539f\u59cb\u4fe1\u606f\u5176\u5b9e\u5c31\u4e22\u6389\u4e86\u4e00\u90e8\u5206\u3002</strong></p>\n<p>\u6bd4\u5982\u4e0b\u9762\u4e24\u79cd Tick \u8fc7\u7a0b\uff1a</p>\n<pre><code class=\"language-text\">A\uff1a\n100 \u2192 101 \u2192 102 \u2192 103\n\nB\uff1a\n100 \u2192 103 \u2192 101 \u2192 103\n</code></pre>\n<p>\u6700\u540e\u5982\u679c\u53ea\u770b\u67d0\u4e2a\u5468\u671f\u7684 OHLC \uff0c\u53ef\u80fd\u5f97\u5230\u975e\u5e38\u63a5\u8fd1\u751a\u81f3\u4e00\u6837\u7684\u7ed3\u679c\u3002</p>\n<p>\u4f46\u5b9e\u9645\u4ef7\u683c\u8d70\u6cd5\u5b8c\u5168\u4e0d\u4e00\u6837\u3002</p>\n<p>\u8fd9\u4e5f\u662f\u6211\u89c9\u5f97 Tick \u6570\u636e\u6bd4\u8f83\u6709\u610f\u601d\u7684\u5730\u65b9\u3002</p>\n<h2>\u6240\u4ee5\u6211\u73b0\u5728\u7684\u7406\u89e3\u662f</h2>\n<p>\u53ef\u4ee5\u7b80\u5355\u7c97\u66b4\u5730\u8bb0\u6210\u4e00\u53e5\u8bdd\uff1a</p>\n<blockquote>\n<p><strong>K \u7ebf\u544a\u8bc9\u6211\u201c\u8fd9\u4e00\u6bb5\u65f6\u95f4\u53d1\u751f\u4e86\u4ec0\u4e48\u7ed3\u679c\u201d\uff0cTick \u544a\u8bc9\u6211\u201c\u8fd9\u4e2a\u7ed3\u679c\u662f\u600e\u4e48\u4e00\u6b65\u4e00\u6b65\u5f62\u6210\u7684\u201d\u3002</strong></p>\n</blockquote>\n<p>\u65e5\u5e38\u770b\u76d8\u6216\u8005\u505a\u666e\u901a\u6280\u672f\u5206\u6790\uff0cK \u7ebf\u901a\u5e38\u5df2\u7ecf\u591f\u7528\u3002</p>\n<p>\u4f46\u5982\u679c\u5f00\u59cb\u5f80\u91cf\u5316\u3001\u5fae\u89c2\u7ed3\u6784\u3001\u6210\u4ea4\u5206\u6790\u8fd9\u4e9b\u65b9\u5411\u8d70\uff0cTick \u6570\u636e\u5c31\u4f1a\u53d8\u5f97\u8d8a\u6765\u8d8a\u6709\u4ef7\u503c\u3002</p>\n<p>\u5f53\u7136\uff0cTick \u6570\u636e\u4e5f\u610f\u5473\u7740\u66f4\u5927\u7684\u6570\u636e\u91cf\u3001\u66f4\u9ad8\u7684\u5b58\u50a8\u548c\u8ba1\u7b97\u8981\u6c42\uff0c\u4ee5\u53ca\u5b9e\u65f6\u6570\u636e\u63a5\u5165\u65f6\u9700\u8981\u5904\u7406\u65ad\u7ebf\u91cd\u8fde\u3001\u5fc3\u8df3\u7b49\u95ee\u9898\u3002</p>\n<p>\u6240\u4ee5\u5982\u679c\u53ea\u662f\u505a\u4e00\u4e2a\u666e\u901a\u7684\u4ea4\u6613\u7b56\u7565\uff0c\u6211\u89c9\u5f97\u6ca1\u5fc5\u8981\u4e3a\u4e86\u201c\u6570\u636e\u66f4\u7ec6\u201d\u5c31\u5f3a\u884c\u4e0a Tick \u3002</p>\n<p>\u5148\u770b\u81ea\u5df1\u7684\u7b56\u7565\u5230\u5e95\u9700\u8981\u4ec0\u4e48\u7c92\u5ea6\uff0c\u53cd\u800c\u6bd4\u8f83\u91cd\u8981\u3002</p>\n<p>\u6211\u73b0\u5728\u57fa\u672c\u5c31\u662f\u6309\u7167\u8fd9\u4e2a\u601d\u8def\u6765\u9009\u6570\u636e\u3002</p>\n", 
      "date_published": "2026-09-11T09:10:48+00:00", 
      "title": "Tick \u6570\u636e\u548c K \u7ebf\u6570\u636e\u5230\u5e95\u5dee\u5728\u54ea\u91cc\uff1f", 
      "id": "https://www.v2ex.com/t/1241382"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/277", 
        "name": "277", 
        "avatar": "https://cdn.v2ex.com/gravatar/7de9ff6d09bee0a81294b6377d65559d?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1241315", 
      "date_modified": "2026-09-12T00:17:03+00:00", 
      "content_html": "<p>\u6709\u6ca1\u6709\u8fc7\u6765\u4eba\u7ed9\u4e2a\u7ecf\u9a8c\uff0c\u4e0d\u52a0\u4ed3\u7684\u60c5\u51b5\u4e0b -52% \u6b7b\u62ff\u6709\u5e0c\u671b\u56de\u672c\u5417\uff0c\u62ff\u4e86\u4e00\u5e74\u591a\u4e86</p>\n<p>\u4e0d\u7518\u5fc3\u554a</p>\n<p>\u5bb3\u6015\u5012\u5728\u9ece\u660e\u524d</p>\n<p>\u6709\u6ca1\u6709\u7ecf\u5386\u8fc7\u76f8\u540c\u60c5\u51b5\u7684\u5927\u4f6c\uff0c\u56de\u672c\u4e86\uff0c\u7ed9\u6211\u70b9\u5e0c\u671b\u3002</p>\n", 
      "date_published": "2026-09-11T05:57:13+00:00", 
      "title": "-52% \u8fd8\u80fd\u56de\u672c\u5417", 
      "id": "https://www.v2ex.com/t/1241315"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/yunshangzhou", 
        "name": "yunshangzhou", 
        "avatar": "https://cdn.v2ex.com/avatar/205f/180e/600305_large.png?m=1784947070"
      }, 
      "url": "https://www.v2ex.com/t/1241289", 
      "date_modified": "2026-09-11T04:12:02+00:00", 
      "content_html": "", 
      "date_published": "2026-09-11T03:43:33+00:00", 
      "title": "\u5341\u4e94\u4e94\u8ba1\u5212\u7684\u7f6e\u4fe1\u5ea6\u662f\u591a\u5c11\uff1f\u597d\u51e0\u4e2a\u6e38\u8d44\u6628\u5929\u57cb\u4f0f\u533b\u836f\u4eca\u5929\u8dcc\u505c", 
      "id": "https://www.v2ex.com/t/1241289"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1241254", 
      "title": "\u4eca\u5929\u6709\u6d3b\u7740\u7684\u5417", 
      "id": "https://www.v2ex.com/t/1241254", 
      "date_published": "2026-09-11T02:45:24+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/DemonSya", 
        "name": "DemonSya", 
        "avatar": "https://cdn.v2ex.com/gravatar/108c5dc9600112fabcc563ebfc5a1c46?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1241234", 
      "date_modified": "2026-09-12T00:15:40+00:00", 
      "content_html": "\u5468\u4e94\u5566\uff0chappy weekend \uff0c\u7ed9\u5927\u5bb6\u5e26\u6765\u4e00\u4e2a\u4e0d\u7b97\u597d\u73a9\u7684\u4e1c\u897f\uff0c\u4e00\u4e2a\u4e13\u4e1a\u7684\u4ea4\u6613\u76d8\u611f\u8bad\u7ec3\u5668\uff0c\u4e5f\u662f\u4e00\u4e2a\u7092\u80a1\u529d\u9000\u4fee\u7f57\u573a\uff0c\u540d\u4e3a\u300a\u4e0d\u8981\u68ad\u54c8\uff0c\u6709\u8bc8\u300b \u2192 <a target=\"_blank\" href=\"https://notallin.com\" rel=\"nofollow noopener\">https://notallin.com</a><br /><br />\u56e0\u4e3a\u4e00\u76f4\u770b\u5230\u4e0d\u5c11\u4eba\u90fd\u89c9\u5f97\u9762\u5bf9 AI \u6765\u4e34\u540e\u53ef\u4ee5\u9760\u7092\u80a1\u83b7\u53d6\u6536\u76ca\uff0c \u4f46\u662f\u6839\u636e\u6211\u7684\u5b9e\u9645\u64cd\u4f5c\uff0c \u5f88\u591a\u4eba\u5176\u5b9e\u5e76\u4e0d\u9002\u5408\u5403\u8fd9\u7897\u996d\uff0c\u56e0\u4e3a\u5e76\u6ca1\u6709\u5728\u91d1\u878d\u884c\u4e1a\u505a\u8fc7\u4e13\u4e1a\u7684\u8bad\u7ec3\uff0c\u4e5f\u6ca1\u6709\u76d8\u611f\uff0c \u8fd9\u6837\u7684\u72b6\u6001\u662f\u6ca1\u529e\u6cd5\u9760\u80a1\u5e02\u6765\u83b7\u53d6\u7a33\u5b9a\u6536\u76ca\u7684\u3002\u800c\u8fd9\u4e2a\u8bad\u7ec3\u5668\u53ef\u4ee5\u5728\u5c4f\u853d\u672a\u6765\u89c6\u7684\u60c5\u51b5\u4e0b\u8ba9\u4f60\u57fa\u4e8e\u4f60\u7684\u8ba4\u77e5\u4e0e\u76f4\u89c9\u6765\u5224\u65ad\u591a\u7a7a\uff0c\u6b22\u8fce\u5927\u5bb6\u5c1d\u8bd5\uff0c\u5e76\u4e14\u5206\u4eab\u7ed3\u7b97\u6218\u7ee9\u3002<br /><br />\u4e3b\u9875\u8fdb\u53bb\u540e\u4f1a\u5b8c\u5168\u968f\u673a\u7ed9\u4f60\u4e00\u6bb5 \u9690\u85cf\u540e\u7684 A \u80a1\u884c\u60c5\uff0cK \u7ebf\u3001\u6210\u4ea4\u91cf\u3001\u5747\u7ebf\u3001\u5e03\u6797\u5e26\u3001\u5510\u5947\u5b89\u901a\u9053\u3001RSI \u3001MACD \u3001\u4e56\u79bb\u7387 \u7684\u6307\u6807\uff0c \u8fd8\u6709\u90e8\u5206\u5206\u949f\u7ea7\u522b\u7684\u6570\u636e\uff0c\u5b8c\u5168\u57fa\u4e8e\u771f\u5b9e\u7684\u5386\u53f2\u590d\u73b0\uff0c \u5927\u5bb6\u53ef\u4ee5\u73a9\u73a9\u80fd\u8d5a\u51fa\u591a\u5c11\u6536\u76ca\u3002<br /><br />\u5f53\u7136\u6211\u4e5f\u4e0d\u662f\u4e13\u4e1a\u7684\u4ea4\u6613\u5458\uff0c\u5e76\u4e14\u7531\u4e8e\u5386\u53f2\u6570\u636e\u7684\u9650\u5236\uff0c\u56e0\u6b64\u76ee\u524d\u8fd8\u6709\u5f88\u591a\u4e0d\u5b8c\u7f8e\u7684\u5730\u65b9\uff0c\u5927\u5bb6\u53ef\u4ee5\u7ed9\u6211\u7559\u8a00\uff0c\u4e5f\u53ef\u4ee5\u5728\u9875\u9762\u53d1\u9001\u53cd\u9988\u7ed9\u6211\uff0c\u6211\u53bb\u538b\u8feb\u9cb8\u9c7c\u5a18\u5e72\u6d3b\u3002<br /><br />\u4ee5\u4e0b\u6211\u76ee\u524d\u5b9a\u7684 slogan\uff1a  <br />\u540e AI \u65f6\u4ee3\u4e13\u4e1a\u4ea4\u6613\u76d8\u611f\u8bad\u7ec3\u5668\u2014\u2014AI \u6765\u4e86\uff0c\u6211\u4eec\u4e0d\u5f97\u4e0d\u53bb\u5f81\u6218\u91d1\u878d\u5e02\u573a\uff0c\u8fd9\u5c31\u662f\u4e0a\u6218\u573a\u524d\u7684\u6a21\u62df\u8bad\u7ec3\u3002  <br />\u5f53\u4e0b\u73af\u5883\u7684\u4e1a\u4f59\u7092\u80a1\u529d\u9000\u4fee\u7f57\u573a\u2014\u2014AI \u6765\u4e86\uff0c\u4f60\u89c9\u5f97\u80fd\u7b80\u5355\u8bf4\u4e00\u53e5\u7092\u80a1\u517b\u5bb6\uff0c\u8fd9\u5c31\u662f\u4e0a\u6218\u573a\u524d\u7684\u529d\u9000\u6307\u5357\u3002  <br /><br />\u6bd4\u5238\u5546\u6a21\u62df\u76d8\u66f4\u5feb\u7684\u5373\u65f6\u53cd\u9988\uff0c\u6bd4\u7eaf\u6570\u636e\u754c\u9762\u66f4\u76f4\u89c9\u5316\u7684\u5224\u65ad<br /><br />\u5f53\u4f60\u83b7\u53d6\u66f4\u9ad8\u6536\u76ca\u7684\u65f6\u5019\uff0c\u8bc4\u4f30\u4e00\u4e0b\u662f\u8fd0\u6c14\u5e26\u7ed9\u4f60\u7684\uff0c\u8fd8\u662f\u4f60\u7684\u5224\u65ad\u6709\u6548<br />\u5f53\u4e00\u76f4\u4e8f\u635f\u7684\u65f6\u5019\uff0c\u505c\u4e0b\u6765\u601d\u8003\u662f\u5426\u8db3\u591f\u51b7\u9759\u5730\u5224\u65ad\uff0c\u5f53\u4e0d\u786e\u5b9a\u7684\u65f6\u5019\u8e0f\u7a7a\u6216\u8bb8\u662f\u6709\u6548\u7684\u9009\u62e9<br /><br />\uff08\u7eaf\u6a21\u62df\uff0c\u4e0d\u542b\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002\u771f\u91d1\u767d\u94f6\u5165\u5e02\u524d\u8bf7\u9ed8\u5ff5\u4e09\u904d\uff1a\u4e0d\u8981\u68ad\u54c8\uff0c\u6709\u8bc8\u3002\uff09<br /><br /><a target=\"_blank\" href=\"https://i.imgur.com/aJif83f.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/aJif83f.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>", 
      "date_published": "2026-09-11T02:06:41+00:00", 
      "title": "\u4e0d\u8981\u68ad\u54c8\uff0c\u6709\u8bc8\uff1a\u7a0b\u5e8f\u5458\u5f81\u6218\u80a1\u5e02\u524d\u7684\u751f\u5b58\u8bad\u7ec3\u6e38\u620f", 
      "id": "https://www.v2ex.com/t/1241234"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lyinan", 
        "name": "lyinan", 
        "avatar": "https://cdn.v2ex.com/gravatar/0add882dd3cb933d752521052df2f72e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240648", 
      "title": "0909 \u7a7f\u8d8a\u725b\u718a\uff0c\u7a33\u4e2d\u6c42\u80dc", 
      "id": "https://www.v2ex.com/t/1240648", 
      "date_published": "2026-09-09T04:16:25+00:00", 
      "content_html": "<p><img alt=\"dashboard\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/ZdG1eyT.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nanxiaonan", 
        "name": "nanxiaonan", 
        "avatar": "https://cdn.v2ex.com/gravatar/791ddde20df0d07cdfc303598adc51b5?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240546", 
      "title": "\u4eca\u5929\u4f60\u4eec\u770b\u597d\u54ea\u4e2a\u677f\u5757", 
      "id": "https://www.v2ex.com/t/1240546", 
      "date_published": "2026-09-09T00:17:44+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Howiee", 
        "name": "Howiee", 
        "avatar": "https://cdn.v2ex.com/gravatar/4a61fc6b912cd102d8b765413d6caa05?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240433", 
      "date_modified": "2026-09-09T00:46:56+00:00", 
      "content_html": "<p>\u8fd9\u4e2a\u95ee\u9898\u6211\u95ee\u8fc7\u81ea\u5df1\u5f88\u591a\u6b21\u30029:15 \u5230 9:25 \uff0cA \u80a1\u5728\u7edf\u4e00\u64ae\u5408\uff0c\u5f00\u76d8\u4ef7 9:25 \u5c31\u5b9a\u4e86\u3002\u4f46\u5927\u591a\u6570\u884c\u60c5\u63a5\u53e3\u5728\u8fd9\u4e2a\u7a97\u53e3\u8fd4\u56de\u7a7a\u503c\u6216\u8005\u76f4\u63a5\u62a5\u9519\u3002\u4f60\u7684\u7b56\u7565\u5982\u679c\u4f9d\u8d56\u5f00\u76d8\u4ef7\u505a\u51b3\u7b56\uff0c\u4f60\u62ff\u5230\u7684\"\u5f00\u76d8\u4ef7\"\u5230\u5e95\u662f 9:25 \u7684\u7ade\u4ef7\u7ed3\u679c\uff0c\u8fd8\u662f 9:30 \u8fde\u7eed\u7ade\u4ef7\u7684\u7b2c\u4e00\u7b14\u6210\u4ea4\uff1f\u8fd9\u4e24\u4e2a\u4e1c\u897f\u7684\u542b\u4e49\u5b8c\u5168\u4e0d\u540c\u3002</p>\n<p>\u4e3a\u4e86\u641e\u6e05\u695a\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u628a\u4e2a\u4eba\u5f00\u53d1\u8005\u80fd\u63a5\u89e6\u5230\u7684\u6570\u636e\u6e90\u57fa\u672c\u8bd5\u4e86\u4e00\u904d\u3002AkShare \u5728 9:15 \u76f4\u63a5\u629b <code>ValueError: Length mismatch</code>\uff0cTushare \u4e0d\u62a5\u9519\u4f46\u4ef7\u683c\u5b57\u6bb5\u7a7a\u5230 9:30 \uff0cBaostock \u6ca1\u6709\u5b9e\u65f6\u8def\u5f84\uff0c\u805a\u5bbd\u548c\u7c73\u7b50\u7684\u5206\u949f\u7ebf\u4ece 9:30 \u624d\u5f00\u59cb\uff0c\u5238\u5546 Level-1 \u5c01\u88c5\u628a\u7ade\u4ef7\u865a\u62df\u5b57\u6bb5\u8fc7\u6ee4\u5f97\u5e72\u5e72\u51c0\u51c0\uff0c\u673a\u6784 Level-2 \u6709\u5b8c\u6574\u6570\u636e\u4f46\u4e2a\u4eba\u62ff\u4e0d\u5230\u6743\u9650\u3002</p>\n<p>\u6700\u540e\u627e\u5230\u4e00\u5bb6\u5728\u8fd9\u4e2a\u7a97\u53e3\u6709\u6570\u636e\u7684\uff0cREST \u7aef\u70b9\uff0c\u4e0d\u9700\u8981\u673a\u6784\u8d44\u8d28\u3002\u4e0b\u9762\u662f\u6211\u5728 9:15 \u5230 9:30 \u4e4b\u95f4\u505a\u7684\u5b8c\u6574\u5b9e\u6d4b\uff0c\u6807\u7684\u662f\u5bd2\u6b66\u7eaa\uff08 <a href=\"http://688256.SH\" rel=\"nofollow\">688256.SH</a> \uff09\u3002</p>\n<h2>\u8fd9 10 \u5206\u949f\u7684\u9759\u9ed8\uff0c\u4ee3\u4ef7\u662f\u4ec0\u4e48</h2>\n<p>\u5927\u591a\u6570\u4eba\u77e5\u9053\"\u63a5\u53e3\u5728 9:15 \u6ca1\u6570\u636e\"\uff0c\u4f46\u6ca1\u628a\u4ee3\u4ef7\u7b97\u6e05\u695a\u3002</p>\n<p><strong>\u4fe1\u53f7\u8fdf\u5230 5 \u5206\u949f\u3002</strong> 9:25 \u4ea4\u6613\u6240\u4e3b\u673a\u5b8c\u6210\u7edf\u4e00\u64ae\u5408\uff0c\u5f00\u76d8\u4ef7\u786e\u5b9a\u3002\u4f60\u7684\u63a5\u53e3 9:30 \u624d\u7ed9\u51fa\u7b2c\u4e00\u4e2a\u4ef7\u683c\u3002\u9ad8\u6ce2\u52a8\u65e5\uff0c5 \u5206\u949f\u53ef\u4ee5\u5dee 3-5 \u4e2a\u70b9\u3002</p>\n<p><strong>K \u7ebf\u91cf\u4ece\u7b2c\u4e00\u6839 bar \u5c31\u662f\u6df7\u7684\u3002</strong> \u5b9e\u6d4b 1 \u5206\u949f K \u7ebf\uff1a09:30:00 \u90a3\u6839\u7684 volume \u662f 596 \u624b\uff0c\u5168\u662f\u96c6\u5408\u7ade\u4ef7\u7edf\u4e00\u64ae\u5408\u7684\u91cf\uff1b 09:31:00 \u8d77\u624d\u662f\u8fde\u7eed\u7ade\u4ef7\uff0c\u7b2c\u4e00\u6839\u5c31\u6709 2551 \u624b\u3002\u5982\u679c\u4f60\u7528\"\u9996\u6839 K \u7ebf\u91cf vs N \u65e5\u5747\u91cf\"\u5224\u65ad\u5f00\u76d8\u5f3a\u5f31\uff0c\u4f60\u5728\u62ff\u4e24\u79cd\u5b8c\u5168\u4e0d\u540c\u673a\u5236\u4ea7\u751f\u7684\u91cf\u505a\u6bd4\u8f83\u3002</p>\n<p><strong>\u4f60\u4e0d\u77e5\u9053\u90a3\u4e2a \"open\" \u662f\u54ea\u4e00\u523b\u4ea7\u751f\u7684\u3002</strong> \u662f 9:25 \u7edf\u4e00\u64ae\u5408\u7684\u4ef7\u683c\uff0c\u8fd8\u662f 9:30:01 \u8fde\u7eed\u7ade\u4ef7\u7684\u7b2c\u4e00\u7b14\uff1f\u524d\u8005\u662f\u5168\u5e02\u573a\u535a\u5f08\u7684\u5747\u8861\u70b9\uff0c\u540e\u8005\u662f\u4e00\u7b14\u4e3b\u52a8\u5355\u63a8\u52a8\u7684\u77ac\u65f6\u6210\u4ea4\u3002\u7b97\u6b62\u635f\u3001\u7b97\u7f3a\u53e3\u3001\u7b97\u56de\u6d4b\u57fa\u51c6\uff0c\u542b\u4e49\u5b8c\u5168\u4e0d\u540c\u3002</p>\n<h2>9:25 \u90a3\u4e00\u4e0b\uff0c\u624d\u662f\u771f\u6b63\u7684\u5f00\u76d8</h2>\n<p>\u5238\u5546 App \u663e\u793a\u7684\u5f00\u76d8\u4ef7\u662f 9:25 \u4ea7\u751f\u7684\uff0c\u4e0d\u662f\u4f60\u63a5\u53e3\u91cc\u62ff\u5230\u7684 9:30 \u7b2c\u4e00\u7b14\u30029:15 \u5230 9:20 \u53ef\u62a5\u53ef\u64a4\uff0c9:20 \u5230 9:25 \u53ea\u8bb8\u62a5\u4e0d\u8bb8\u64a4\uff0c9:25 \u4ea4\u6613\u6240\u4e3b\u673a\u6309\u6700\u5927\u6210\u4ea4\u91cf\u539f\u5219\u7b97\u51fa\u4e00\u4e2a\u4ef7\u683c\u2014\u2014\u8fd9\u624d\u662f\u5f00\u76d8\u4ef7\u30029:30 \u5f00\u59cb\u7684\u8fde\u7eed\u7ade\u4ef7\u662f\u53e6\u4e00\u5957\u903b\u8f91\uff1a\u4e00\u7b14\u8ba2\u5355\u51b2\u8fdb\u6765\uff0c\u627e\u5230\u5bf9\u624b\u65b9\u5c31\u6210\u4ea4\u3002</p>\n<p>\u4e00\u4e2a\u7ec6\u8282\u8bf4\u900f\u533a\u522b\uff1a\u4e0a\u4ea4\u6240\u6570\u636e\u663e\u793a\uff0c9:20 \u5230 9:25 \u4e0d\u53ef\u64a4\u5355\u9636\u6bb5\uff0c\u6bcf\u5929\u4ecd\u6709\u7ea6 1838 \u7b14\u64a4\u5355\u5c1d\u8bd5\u88ab\u7cfb\u7edf\u4f5c\u5e9f\u3002<strong>\u5728\u64ae\u5408\u524d\u7684\u6700\u540e\u4e00\u523b\uff0c\u8fd8\u6709\u4eba\u8bd5\u56fe\u64a4\u56de\u7533\u62a5\uff0c\u6539\u53d8\u4f9b\u9700\u7ed3\u6784\u3002\u8fd9 10 \u5206\u949f\u7684\u535a\u5f08\u5f3a\u5ea6\uff0c\u8fdc\u8d85\u4f60\u4ece 9:30 \u7684 K \u7ebf\u4e0a\u770b\u5230\u7684\u3002</strong></p>\n<h2>\u627e\u5230\u7684\u90a3\u5bb6\u6570\u636e\u6e90\uff0c\u7a97\u53e3\u5185\u5168\u7a0b\u5b9e\u6d4b</h2>\n<p>2026 \u5e74 9 \u6708 3 \u65e5\uff0c\u6211\u4ece 9:15 \u5230 9:30 \uff0c\u6bcf\u9694\u7ea6 2 \u5206\u949f\u8c03\u4e00\u6b21\u63a5\u53e3\uff0c\u5171 7 \u4e2a\u91c7\u96c6\u70b9\u3002</p>\n<h3>9:15 \u2014 \u7ade\u4ef7\u5f00\u7a97</h3>\n<pre><code>GET https://api.tickdb.ai/v1/market/ticker?symbols=688256.SH\n{\n  \"last_price\": \"1120\",       # \u865a\u62df\u64ae\u5408\u4ef7\uff0c\u975e\u6628\u6536\n  \"prev_close\": \"1108\",\n  \"volume_24h\": \"0\",\n  \"high_24h\": \"0\",\n  \"low_24h\": \"0\"\n  # open \u5b57\u6bb5\uff1a\u4e0d\u5b58\u5728\n}\n\nGET https://api.tickdb.ai/v1/market/depth?symbol=688256.SH\n{\n  \"bids\": [[\"1126\",\"35\"], ...],\n  \"asks\": [[\"1126\",\"35\"], ...]    # bid = ask \uff0c\u865a\u62df\u64ae\u5408\u7279\u5f81\n}\n\nGET https://api.tickdb.ai/v1/market/trades?symbol=688256.SH\n{\n  \"trades\": []                     # \u65e0\u6210\u4ea4\u8bb0\u5f55\n}\n</code></pre>\n<p>\u4e09\u4e2a\u4fe1\u53f7\u540c\u65f6\u51fa\u73b0\uff1a<code>open</code> \u5b57\u6bb5\u7f3a\u5931\uff0c<code>volume_24h</code> \u5f52\u96f6\uff0cdepth \u91cc\u4e70\u4e00\u7b49\u4e8e\u5356\u4e00\uff0ctrades \u4e3a\u7a7a\u3002\u8fd9\u662f\u96c6\u5408\u7ade\u4ef7\u8fdb\u884c\u4e2d\u7684 API \u72b6\u6001\uff0c\u548c 9:30 \u8fde\u7eed\u7ade\u4ef7\u662f\u4e24\u5957\u5b8c\u5168\u4e0d\u540c\u7684\u5b57\u6bb5\u7ed3\u6784\u3002</p>\n<h3>9:20 \u2014 \u64a4\u5355\u622a\u6b62</h3>\n<pre><code>GET https://api.tickdb.ai/v1/market/depth?symbol=688256.SH\n{\n  \"bids\": [[\"1126\",\"133\"], ...]    # \u91cf\u4ece 44 \u8df3\u5230 133\n}\n</code></pre>\n<p>\u64a4\u5355\u901a\u9053\u5173\u95ed\uff0c\u53ea\u6709\u65b0\u5355\u80fd\u8fdb\uff0c\u6ca1\u6709\u65e7\u5355\u80fd\u51fa\u3002\u6df1\u5ea6\u91cf\u5f00\u59cb\u5355\u8c03\u9012\u589e\u3002</p>\n<h3>9:24 \u2014 \u6700\u540e 1 \u5206\u949f</h3>\n<pre><code>GET https://api.tickdb.ai/v1/market/depth?symbol=688256.SH\n{\n  \"bids\": [[\"1126\",\"324\"], ...]    # \u91cf\u4ece 179 \u6025\u6d8c\u5230 324\n}\n</code></pre>\n<p>\u91cf\u7684\u79ef\u7d2f\u8f68\u8ff9\uff1a</p>\n<table>\n<thead>\n<tr>\n<th>\u65f6\u95f4</th>\n<th>bid[0]\u91cf</th>\n<th>\u589e\u91cf</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>9:15</td>\n<td>35</td>\n<td>\u2014</td>\n</tr>\n<tr>\n<td>9:20</td>\n<td>133</td>\n<td>+89</td>\n</tr>\n<tr>\n<td>9:24</td>\n<td>324</td>\n<td>+145</td>\n</tr>\n</tbody></table><p>\u8fd9\u6761\u66f2\u7ebf\u5728 9:30 \u4e4b\u524d 5 \u5206\u949f\u5c31\u6210\u578b\u4e86\u30029:20 \u540e\u65e0\u6cd5\u64a4\u5355\uff0c\u8fd9\u4e2a\u9636\u6bb5\u7684\u884c\u4e3a\u6bd4\u5f00\u76d8\u4ef7\u672c\u8eab\u66f4\u771f\u5b9e\u3002</p>\n<h3>9:25 \u2014 \u7edf\u4e00\u64ae\u5408\u5b8c\u6210</h3>\n<pre><code>GET https://api.tickdb.ai/v1/market/ticker?symbols=688256.SH\n{\n  \"open\": \"1126\",              # \u5b57\u6bb5\u9996\u6b21\u51fa\u73b0\n  \"volume_24h\": \"596\",         # \u7ade\u4ef7\u603b\u6210\u4ea4\u91cf\n  \"high_24h\": \"1126\",\n  \"low_24h\": \"1126\"            # \u4e09\u4ef7\u5408\u4e00\n}\n\nGET https://api.tickdb.ai/v1/market/trades?symbol=688256.SH\n{\n  \"trades\": [{\n    \"price\": \"1126\",\n    \"quantity\": \"596\",\n    \"side\": \"neutral\",         # \u7ade\u4ef7\u7edf\u4e00\u64ae\u5408\u4e13\u5c5e\u6807\u8bb0\n    \"timestamp\": 1788398703000\n  }]\n}\n</code></pre>\n<p>\u65f6\u95f4\u6233\u7cbe\u786e\u5230\u79d2\uff1a09:25:03 \u3002<code>open</code> \u5b57\u6bb5\u51fa\u73b0\u3001<code>side=neutral</code> \u51fa\u73b0\u3001depth \u6062\u590d\u53cc\u8fb9\u4e0d\u5bf9\u79f0\u2014\u2014\u4e09\u4e2a\u4e8b\u4ef6\u540c\u65f6\u53d1\u751f\u3002</p>\n<h3>9:30 \u2014 \u8fde\u7eed\u7ade\u4ef7\u5f00\u59cb\uff0cK \u7ebf\u771f\u76f8</h3>\n<pre><code>bar\u2460 09:30:00  open=1126  high=1126  low=1126  close=1126  volume=596\nbar\u2461 09:31:00  open=1124.68  high=1129.86  low=1111  close=1112  volume=2551\n</code></pre>\n<p><strong>09:30:00 \u8fd9\u6839 bar \u56db\u4ef7\u5408\u4e00\uff0cvolume \u5168\u662f\u96c6\u5408\u7ade\u4ef7\u91cf\u3002</strong> \u8fde\u7eed\u7ade\u4ef7\u4ece 09:31:00 \u624d\u5f00\u59cb\u3002\u628a\u8fd9\u6839 bar \u548c 09:31:00 \u4e4b\u540e\u7684 bar \u653e\u5728\u4e00\u8d77\u505a\u91cf\u4ef7\u5206\u6790\uff0c\u4fe1\u53f7\u4ece\u7b2c\u4e00\u6839 K \u7ebf\u5c31\u662f\u5931\u771f\u7684\u3002</p>\n<h2>\u4e09\u4e2a\u5b57\u6bb5\u4fe1\u53f7\uff0c\u5224\u65ad\u6570\u636e\u6765\u81ea\u54ea\u4e2a\u9636\u6bb5</h2>\n<p><strong><code>open</code> \u5b57\u6bb5\u662f\u5426\u5b58\u5728\u3002</strong> \u7ade\u4ef7\u8fdb\u884c\u4e2d\uff0c<code>open</code> \u4e0d\u5728\u54cd\u5e94\u4f53\u91cc\u2014\u2014\u4e0d\u662f null \uff0c\u662f\u5b57\u6bb5\u672c\u8eab\u7f3a\u5931\u30029:25 \u540e\u5b57\u6bb5\u9996\u6b21\u51fa\u73b0\u3002\u7528\u5b57\u6bb5\u5b58\u5728\u6027\u5224\u65ad\u9636\u6bb5\uff0c\u6bd4\u540c\u6b65\u672c\u5730\u65f6\u949f\u53ef\u9760\u3002</p>\n<p><strong><code>side</code> \u662f\u5426\u4e3a <code>neutral</code>\u3002</strong> 9:25 \u540e trades \u91cc\u6700\u65b0\u4e00\u6761\u7684 <code>side</code> \u662f <code>neutral</code>\u3002\u8fde\u7eed\u7ade\u4ef7\u5f00\u59cb\u540e\u53ea\u6709 <code>buy</code>/<code>sell</code>\u3002\u8fd9\u4e2a\u8bed\u4e49\u6765\u81ea FIX \u534f\u8bae\u2014\u2014\u96c6\u5408\u7ade\u4ef7\u6ca1\u6709\u4e3b\u52a8\u65b9\u3002\u5927\u591a\u6570\u6570\u636e\u6e90\u7684\u6210\u4ea4\u8bb0\u5f55\u4e0d\u533a\u5206\u8fd9\u4e24\u79cd\u6210\u4ea4\uff0c\u4f60\u62ff\u5230\u4e00\u6761\u8bb0\u5f55\u4e0d\u77e5\u9053\u5b83\u6765\u81ea 9:25 \u8fd8\u662f 9:30:01 \u3002</p>\n<p><strong><code>high_24h == low_24h</code>\u3002</strong> \u7ade\u4ef7\u521a\u7ed3\u675f\u65f6\uff0chigh \u548c low \u90fd\u7b49\u4e8e open \u3002\u4e09\u4ef7\u5408\u4e00\u662f\u7ade\u4ef7 bar \u7684\u4e13\u5c5e\u7279\u5f81\u3002\u8fde\u7eed\u7ade\u4ef7\u5f00\u59cb\u540e\u7acb\u523b\u5206\u53c9\u3002</p>\n<h2>\u4ee3\u7801</h2>\n<pre><code class=\"language-python\">import os\nimport requests\n\nBASE_URL = \"https://api.tickdb.ai\"\nHEADERS = {\"X-API-Key\": os.getenv(\"TICKDB_API_KEY\")}\n\n\ndef check_auction_phase(symbol: str) -&gt; str:\n    try:\n        ticker_resp = requests.get(\n            f\"{BASE_URL}/v1/market/ticker\",\n            headers=HEADERS,\n            params={\"symbols\": symbol},\n            timeout=10,\n        )\n        ticker_data = ticker_resp.json()[\"data\"][0]\n\n        trades_resp = requests.get(\n            f\"{BASE_URL}/v1/market/trades\",\n            headers=HEADERS,\n            params={\"symbol\": symbol},\n            timeout=10,\n        )\n        trades = trades_resp.json()[\"data\"][\"trades\"]\n\n        if \"open\" not in ticker_data:\n            return \"auction\"\n        if trades and trades[0].get(\"side\") == \"neutral\":\n            return \"closed_auction\"\n        return \"continuous\"\n\n    except requests.RequestException as e:\n        print(f\"\u8bf7\u6c42\u5931\u8d25: {e}\")\n        raise\n</code></pre>\n<p>\u6838\u5fc3\u903b\u8f91\u5c31\u662f <code>\"open\" not in ticker_data</code> \u8fd9\u4e00\u884c\u3002\u5b57\u6bb5\u5b58\u5728\u6027\u5c31\u662f\u72b6\u6001\u673a\u3002</p>\n<h2>\u96c6\u5408\u7ade\u4ef7\u6570\u636e\u5230\u5e95\u503c\u591a\u5c11</h2>\n<p>\u56de\u5230\u5f00\u5934\u7684\u95ee\u9898\u3002\u5b9e\u6d4b\u4e4b\u540e\uff0c\u6211\u7684\u5224\u65ad\u662f\uff1a</p>\n<p><strong>\u628a\u4fe1\u53f7\u63d0\u524d 5 \u5206\u949f\u3002</strong> 9:25 \u7ade\u4ef7\u5b8c\u6210\uff0c\u4f60\u53ef\u4ee5\u7acb\u523b\u77e5\u9053\u9ad8\u5f00\u8fd8\u662f\u4f4e\u5f00\u3001\u7ade\u4ef7\u91cf\u662f\u5927\u662f\u5c0f\uff0c\u4e0d\u7528\u7b49\u5230 9:30 \u3002</p>\n<p><strong>\u8bfb\u61c2\u91cf\u7684\u79ef\u7d2f\u8fc7\u7a0b\u3002</strong> 9:20 \u64a4\u5355\u622a\u6b62\u524d\u540e\u7684\u91cf\u8df3\u53d8\u5e45\u5ea6\uff0c\u53cd\u6620\u4e0d\u53ef\u64a4\u5355\u9636\u6bb5\u6709\u591a\u5c11\u575a\u5b9a\u4e70\u5165\uff1b\u6700\u540e 1 \u5206\u949f\u7684\u6025\u6d8c\u5e45\u5ea6\uff0c\u53cd\u6620\u4e34\u8fd1\u6e05\u7b97\u65f6\u5e02\u573a\u60c5\u7eea\u662f\u5426\u5728\u52a0\u901f\u96c6\u4e2d\u3002\u8fd9\u4e2a\u66f2\u7ebf 9:30 \u4e4b\u524d\u5c31\u80fd\u8bfb\u3002</p>\n<p><strong>\u8bc6\u522b\u91cd\u5927\u4e8b\u4ef6\u540e\u7684\u5e02\u573a\u6001\u5ea6\u3002</strong> \u8d22\u62a5\u3001\u76d1\u7ba1\u516c\u544a\u3001\u9694\u591c\u7f8e\u80a1\u5927\u8dcc\u4e4b\u540e\uff0c\u96c6\u5408\u7ade\u4ef7\u662f\u5e02\u573a\u7b2c\u4e00\u6b21\u96c6\u4e2d\u8868\u6001\u7684\u7a97\u53e3\u3002\u4ef7\u683c\u98d8\u79fb\u901f\u5ea6\u3001\u64ae\u5408\u4ef7\u7a33\u5b9a\u6027\u3001\u4e0d\u53ef\u64a4\u5355\u9636\u6bb5\u91cf\u7684\u6025\u589e\u5e45\u5ea6\u2014\u2014\u8fd9\u4e9b\u8fc7\u7a0b\u6570\u636e\u80fd\u533a\u5206\"\u4fe1\u606f\u5b8c\u5168\u6d88\u5316\"\u548c\"\u5206\u6b67\u6781\u5927\u65f6\u7684\u8106\u5f31\u5747\u8861\"\uff0c\u5f00\u76d8\u4ef7\u672c\u8eab\u533a\u5206\u4e0d\u4e86\u3002</p>\n<p><strong>\u8ba9\u98ce\u63a7\u6709\u53ef\u9760\u7684\u4ef7\u683c\u57fa\u51c6\u3002</strong> \u6b62\u635f\u5355\u6302\u5728\"\u5f00\u76d8\u4ef7\u57fa\u7840\u4e0a\"\uff0c\u8fd9\u4e2a\u5f00\u76d8\u4ef7\u5fc5\u987b\u662f 9:25 \u786e\u5b9a\u7684\u90a3\u4e2a\u3002\u5982\u679c\u4f60\u7684\u98ce\u63a7\u7cfb\u7edf\u5728 9:25 \u9700\u8981\u8ba1\u7b97\u6301\u4ed3\u5e02\u503c\uff0c\u7528 9:30 \u7684\u8fde\u7eed\u7ade\u4ef7\u4ef7\u683c\u4f1a\u6709\u51e0\u5206\u949f\u5ef6\u8fdf\u3002</p>\n<p><strong>\u56de\u6d4b\u6570\u636e\u8d28\u91cf\u7684\u57fa\u7840\u4fdd\u969c\u3002</strong> \u5982\u679c\u4f60\u7528\u542b\u96c6\u5408\u7ade\u4ef7\u91cf\u7684 09:30:00 bar \u505a\"\u5f00\u76d8\u5f3a\u5ea6\"\u6307\u6807\uff0c\u56de\u6d4b\u66f2\u7ebf\u5b58\u5728\u7cfb\u7edf\u6027\u504f\u5dee\u3002\u7528 trades \u539f\u59cb\u8bb0\u5f55\u533a\u5206\u7ade\u4ef7\u548c\u8fde\u7eed\u7ade\u4ef7\u6210\u4ea4\uff0c\u662f\u4fee\u6b63\u8fd9\u4e2a\u504f\u5dee\u7684\u552f\u4e00\u529e\u6cd5\u3002</p>\n<hr/>\n<p>\u8bf4\u51e0\u4e2a\u6211\u81ea\u5df1\u7684\u5224\u65ad\uff0c\u4e0d\u4e00\u5b9a\u5bf9\uff1a</p>\n<ol>\n<li>\n<p>\u514d\u8d39\u884c\u60c5\u63a5\u53e3\u5728\u96c6\u5408\u7ade\u4ef7\u7a97\u53e3\u7684\u6c89\u9ed8\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u6570\u636e\u5e73\u6743\u5931\u8d25\u3002\u673a\u6784\u7528 Level-2 \u80fd\u770b\u5230\u7ade\u4ef7\u8fc7\u7a0b\uff0c\u4e2a\u4eba\u5f00\u53d1\u8005\u770b\u5230\u7684\u662f\u7a7a\u503c\u3002\u8fd9 10 \u5206\u949f\u7684\u4fe1\u606f\u5dee\uff0c\u5bf9\u5f00\u76d8\u7b56\u7565\u7684\u5f71\u54cd\u88ab\u4e25\u91cd\u4f4e\u4f30\u4e86\u3002</p>\n</li>\n<li>\n<p>\u5927\u591a\u6570\u4e2a\u4eba\u5f00\u53d1\u8005\u7684\u5f00\u76d8\u7b56\u7565\uff0c\u4ece\u6765\u6ca1\u6709\u89c1\u8fc7\u771f\u6b63\u7684\u5f00\u76d8\u4ef7\u3002\u4ed6\u4eec\u5206\u6790\u7684\u662f 9:30:01 \u7684\u7b2c\u4e00\u7b14\u8fde\u7eed\u7ade\u4ef7\u6210\u4ea4\uff0c\u7136\u540e\u628a\u5b83\u6807\u8bb0\u4e3a \"open\"\u3002</p>\n</li>\n<li>\n<p>\u7528\u542b\u96c6\u5408\u7ade\u4ef7\u91cf\u7684 09:30:00 bar \u505a\"\u5f00\u76d8\u5f3a\u5ea6\"\u56e0\u5b50\uff0c\u56de\u6d4b\u66f2\u7ebf\u5b58\u5728\u7cfb\u7edf\u6027\u504f\u5dee\u3002\u8fd9\u4e2a\u504f\u5dee\u7684\u65b9\u5411\u548c\u5e45\u5ea6\uff0c\u5f88\u591a\u4eba\u53ef\u80fd\u4ece\u6765\u6ca1\u9a8c\u8bc1\u8fc7\u3002</p>\n</li>\n</ol>\n<p>\u5982\u679c\u4f60\u4e5f\u5728\u505a A \u80a1\u76d8\u524d\u7b56\u7565\uff0c\u5efa\u8bae\u4e0b\u4e00\u4e2a\u4ea4\u6613\u65e5 9:15 \u5230 9:30 \u81ea\u5df1\u8dd1\u4e00\u904d\u3002\u6570\u636e\u9a8c\u8bc1\u8fd9\u4e00\u6b65\uff0c\u6c38\u8fdc\u503c\u5f97\u6bd4\u7b56\u7565\u5f00\u53d1\u82b1\u66f4\u591a\u65f6\u95f4\u3002</p>\n<p><strong>\u53c2\u8003\u8d44\u6599</strong>\uff1a\u4e0a\u4ea4\u6240 LDDS Level-1 \u63a5\u53e3\u89c4\u8303\u3001\u6df1\u4ea4\u6240 STEP \u63a5\u53e3\u89c4\u8303\u3001FIX \u534f\u8bae Aggressor-Side \u5b57\u6bb5\u5904\u7406\u89c4\u8303</p>\n<hr/>\n", 
      "date_published": "2026-09-08T08:05:29+00:00", 
      "title": "A \u80a1\u76d8\u524d 10 \u5206\u949f\uff1a\u96c6\u5408\u7ade\u4ef7\u6570\u636e\u5bf9\u7b56\u7565\u7684\u5b9e\u9645\u4ef7\u503c\u6709\u591a\u5927\uff1f", 
      "id": "https://www.v2ex.com/t/1240433"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/pddgoods", 
        "name": "pddgoods", 
        "avatar": "https://cdn.v2ex.com/avatar/15c3/7ea8/485116_large.png?m=1754448027"
      }, 
      "url": "https://www.v2ex.com/t/1240425", 
      "title": "\u6052\u79d1\u6ca1\u6551\u4e86\u4e48\uff1f", 
      "id": "https://www.v2ex.com/t/1240425", 
      "date_published": "2026-09-08T07:50:33+00:00", 
      "content_html": "<p>\u5929\u5929\u8dcc\uff0c\u4e00\u76f4\u53d1\u65b0\u80a1\u3002\u56fd\u5185\u4e70\u6e2f\u80a1\u53c8\u6709\u95e8\u69db\uff0c\u611f\u89c9\u6d41\u52a8\u6027\u90fd\u662f\u95ee\u9898</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/haoduo", 
        "name": "haoduo", 
        "avatar": "https://cdn.v2ex.com/avatar/6091/5ee5/624122_large.png?m=1785469409"
      }, 
      "url": "https://www.v2ex.com/t/1240334", 
      "title": "\u6709\u7f8e\u80a1\u5417\uff0c\u6c42\u62c9", 
      "id": "https://www.v2ex.com/t/1240334", 
      "date_published": "2026-09-08T03:28:22+00:00", 
      "content_html": "<p>\u6709\u7f8e\u80a1\u7fa4\u5417\uff0c\u6c42\u62c9\uff0c\u6211\u521b\u5efa\u4e86\u4e00\u4e2a\uff0c\u4ec5\u9650\u7092\u7f8e\u80a1\u7684\u52a0\u5165\n<a href=\"https://i.imgur.com/iPDl39C.jpeg\" rel=\"nofollow\">https://i.imgur.com/iPDl39C.jpeg</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lyinan", 
        "name": "lyinan", 
        "avatar": "https://cdn.v2ex.com/gravatar/0add882dd3cb933d752521052df2f72e?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1240328", 
      "title": "\u4e00\u4e2a A \u80a1 AI \u81ea\u52a8\u4ea4\u6613\u3001\u8d44\u8baf\u641c\u96c6\u3001\u6807\u7684\u6316\u6398\u7f51\u7ad9", 
      "id": "https://www.v2ex.com/t/1240328", 
      "date_published": "2026-09-08T03:19:53+00:00", 
      "content_html": "<p><a href=\"https://yj-dashboard.qingyunji.top/\" rel=\"nofollow\">\u6536\u76ca\u770b\u677f</a></p>\n<p><a href=\"https://yj-dashboard.qingyunji.top/scout/\" rel=\"nofollow\">\u60c5\u62a5\u65e5\u62a5</a></p>\n<p><a href=\"https://yj-dashboard.qingyunji.top/intel/\" rel=\"nofollow\">\u6807\u7684\u6316\u6398</a></p>\n<p>\u6570\u636e\u3001\u5206\u6790\u4ec5\u4f9b\u53c2\u8003</p>\n"
    }
  ]
}