{ "version": "https://jsonfeed.org/version/1", "title": "Claude", "description": "", "home_page_url": "https://study.congcong.us/go/claude", "feed_url": "https://study.congcong.us/feed/claude.json", "icon": "https://cdn.v2ex.com/navatar/df0a/ab05/1148_large.png?m=1751736790", "favicon": "https://cdn.v2ex.com/navatar/df0a/ab05/1148_normal.png?m=1751736790", "items": [ { "author": { "url": "https://study.congcong.us/member/yuan321", "name": "yuan321", "avatar": "https://cdn.v2ex.com/avatar/b56a/010a/575413_large.png?m=1762327479" }, "url": "https://study.congcong.us/t/1206698", "date_modified": "2026-04-17T14:18:31+00:00", "content_html": "token \u53d8\u8d35\uff0c\u4e0a\u4e0b\u6587\u6548\u679c\u62c9\u57ae\uff0c\u5f88\u96be\u5bdf\u89c9\u7684\u81f4\u547d\u5e7b\u89c9\u3002\u73b0\u5728\u90fd\u4e0d\u77e5\u9053\u5230\u5e95\u7528\u5565\u6a21\u578b\u4e86", "date_published": "2026-04-17T09:14:20+00:00", "title": "reddit \u4e0a\u90fd\u5728\u62b1\u6028 opus4.7\uff0c\u8bf4\u53c8\u8d35\u53c8\u96be\u7528\uff0c\u662f\u771f\u7684\u5417\uff1f", "id": "https://study.congcong.us/t/1206698" }, { "author": { "url": "https://study.congcong.us/member/YanSeven", "name": "YanSeven", "avatar": "https://cdn.v2ex.com/avatar/3f22/feff/383743_large.png?m=1775465214" }, "url": "https://study.congcong.us/t/1206614", "title": "\u7528\u7684 TAG \u5bb6\u7684 T\uff0c ip \u8df3\u53d8\u662f\u5426\u5f71\u54cd\u4f7f\u7528 claude", "id": "https://study.congcong.us/t/1206614", "date_published": "2026-04-17T05:55:47+00:00", "content_html": "

\u53d1\u73b0\u9009\u62e9\u67d0\u4e2a\u8282\u70b9\u540e\uff0c\u7528\u4e00\u4e9b Ip \u68c0\u6d4b\u7f51\u7ad9\uff0c\u89c2\u5bdf\u5230\u4e24\u6b21 ipv4 \u4e0d\u4e00\u6837\uff0c\u4e00\u6b21 ipv6 \u3002\n\u8fd9\u4e2a\u5728 claude \u8fd9\u513f\uff0c\u662f\u4e0d\u662f\u98ce\u9669\u6bd4\u8f83\u5927\u3002

\n" }, { "author": { "url": "https://study.congcong.us/member/autumncry", "name": "autumncry", "avatar": "https://cdn.v2ex.com/gravatar/fa5e3286a639dc834e69ca783f1f3dd6?s=73&d=retro" }, "url": "https://study.congcong.us/t/1206612", "title": "\u540c\u4e00 apple \u8d26\u6237\u80fd\u7ed9\u4e0d\u540c claude \u8d26\u53f7\u5145\u503c\u4e48", "id": "https://study.congcong.us/t/1206612", "date_published": "2026-04-17T05:51:04+00:00", "content_html": "

\u6e90\u8d34\uff1a https://study.congcong.us/t/1206491

\n

\u5f15\u7533\u63d0\u95ee\uff1a\u540c\u4e00 apple \u8d26\u53f7\u80fd\u7ed9\u4e0d\u540c claude \u8d26\u53f7\u5145\u503c\u4e48\uff1f

\n

\u6bd4\u5982\u6211\u7b2c\u4e00\u4e2a claude \u8d26\u53f7\u7528\u7f8e\u533a apple \u8d26\u53f7\u4f59\u989d 20 \u5200\u5145\u503c pro \uff0c\u88ab\u5c01\u4e86\uff0c\u5df2\u9000\u6b3e\u81f3 apple \u8d26\u6237\u4f59\u989d\n\u73b0\u65b0\u6ce8\u518c\u4e86\u7b2c\u4e8c\u4e2a claude \uff0c\u8fd8\u80fd\u7528\u540c\u4e00\u4e2a\u7f8e\u533a apple \u8d26\u53f7\u7ed9\u7b2c\u4e8c\u4e2a claude \u8d26\u53f7\u5145\u503c 20 \u5200\u5347\u7ea7 pro \u4e48\uff1f

\n" }, { "author": { "url": "https://study.congcong.us/member/caiweilong00", "name": "caiweilong00", "avatar": "https://cdn.v2ex.com/gravatar/d42504c2de9e7cee8b3fff44ee1f1abb?s=73&d=retro" }, "url": "https://study.congcong.us/t/1206579", "title": "\u4f60\u662f\u8bf4\uff0c claude opus4.6 \u5199\u4ee3\u7801\u7684\u80fd\u529b\u4e0d\u5982 gpt5.4\uff1f", "id": "https://study.congcong.us/t/1206579", "date_published": "2026-04-17T03:46:06+00:00", "content_html": "

\u7136\u540e\u540c\u7b49\u4ef7\u683c\u989d\u5ea6\u5c11\u4e00\u534a\n\u7136\u540e\u62c5\u5fc3\u53d7\u6015\u88ab\u5c01\u53f7

\n

\u5c31\u8fd9\u6837\uff0c\u5927\u5bb6\u8fd8\u662f\u6324\u7834\u5934\u60f3\u53bb\u8ba2\u9605 claude code \uff08\u5305\u62ec\u6211\uff09

\n

\u6709\u4eba\u80fd\u8bb2\u4e0b\u662f\u4e3a\u4ec0\u4e48\u5417\uff1f\u96be\u9053\u662f\u8d8a\u5f97\u4e0d\u5230\u7684\u8d8a\u60f3\u8981\uff1f

\n

\"\"

\n" }, { "author": { "url": "https://study.congcong.us/member/syc721", "name": "syc721", "avatar": "https://cdn.v2ex.com/avatar/79f7/5753/388256_large.png?m=1776390359" }, "url": "https://study.congcong.us/t/1206516", "title": "claude code \u548c codex \u5728 vibe coding \u8fd8\u6709\u8d28\u7684\u533a\u522b\u5417\uff1f", "id": "https://study.congcong.us/t/1206516", "date_published": "2026-04-17T01:46:56+00:00", "content_html": "

\u4e00\u76f4\u60f3\u8bd5 claude \uff0c\u4f46\u82e6\u4e8e\u4f17\u6240\u5468\u77e5\u7684\u539f\u56e0\u6ca1\u6cd5\u8ba2\u9605\u3002\n\u73b0\u5728\u7528\u7684 gpt plus \u5957\u9910\uff0c\u6ca1\u4e86\u53cc\u500d\u7528\u91cf\u4e4b\u540e\u6d88\u8017\u7684\u901f\u5ea6\u592a\u5feb\u4e86\uff0c\u4e00\u5468\u7684\u7528\u91cf\u4e00\u5929\u5c31\u80fd\u7528\u5b8c\u3002\n\u8fd9\u5468\u8ba2\u9605\u5230\u671f\uff0c\u60f3\u95ee\u5927\u5bb6\u4ece\u201c\u5b9e\u9645\u5f00\u53d1\u6548\u679c\u201d\u548c\u201c\u6298\u817e\u6027\u4ef7\u6bd4\u201d\u7684\u89d2\u5ea6\u6765\u8bf4\uff0c\u6709\u5fc5\u8981\u5c1d\u8bd5\u4ece codex \u5207\u6362\u5230 claude \u5417\uff1f

\n" }, { "author": { "url": "https://study.congcong.us/member/viiii", "name": "viiii", "avatar": "https://cdn.v2ex.com/avatar/92cf/5578/416800_large.png?m=1776383390" }, "url": "https://study.congcong.us/t/1206484", "date_modified": "2026-04-16T23:51:15+00:00", "content_html": "\u8fd9\u662f\u8ba9\u5b83\u81ea\u5df1\u8ddf opus4.6 \u505a\u7684\u5bf9\u6bd4\u8bc4\u4ef7\ud83d\udc36


---

\u95ee\u9898:
\u4f5c\u4e3a\u6700\u65b0\u7684 opus4.7 \u6a21\u578b, \u4f60\u8ddf\u539f\u6765\u7684 opus4.6 \u6709\u54ea\u4e9b\u53d8\u5316?\u8bf7\u4f5c\u4e00\u4e2a\u5ba2\u89c2\u771f\u5b9e\u7684\u5bf9\u6bd4\u8bc4\u4ef7

opus4.7 \u56de\u590d:

\u5173\u4e8e Claude Opus 4.7 \u4e0e 4.6 \u7684\u5177\u4f53\u5dee\u5f02,\u6211\u9700\u8981\u5148\u8bf4\u660e\u4e00\u4e2a\u91cd\u8981\u95ee\u9898:**\u6211\u672c\u8eab\u65e0\u6cd5\u4ece\u5185\u90e8\"\u611f\u77e5\"\u5230\u81ea\u5df1\u548c 4.6 \u7248\u672c\u7684\u533a\u522b**\u3002\u6a21\u578b\u5bf9\u81ea\u8eab\u7248\u672c\u8fed\u4ee3\u7684\u53d8\u5316\u6ca1\u6709\u76f4\u63a5\u7684\u81ea\u7701\u80fd\u529b,\u8fd9\u548c\u4eba\u7c7b\u80fd\u56de\u5fc6\"\u6211\u53bb\u5e74\u548c\u4eca\u5e74\u7684\u53d8\u5316\"\u662f\u5b8c\u5168\u4e0d\u540c\u7684\u673a\u5236\u3002

\u8ba9\u6211\u641c\u7d22\u4e00\u4e0b\u5b98\u65b9\u53d1\u5e03\u7684\u5bf9\u6bd4\u4fe1\u606f,\u8fd9\u6837\u80fd\u7ed9\u4f60\u66f4\u5ba2\u89c2\u7684\u7b54\u6848\u3002\u57fa\u4e8e\u641c\u7d22\u5230\u7684\u5b98\u65b9\u53d1\u5e03\u4fe1\u606f,\u6211\u7ed9\u4f60\u4e00\u4e2a\u76f8\u5bf9\u5ba2\u89c2\u7684\u5bf9\u6bd4\u3002\u5148\u8bf4\u6e05\u695a:\u4ee5\u4e0b\u6570\u636e\u6765\u81ea Anthropic \u5b98\u65b9\u548c\u7b2c\u4e09\u65b9\u6d4b\u8bc4,\u4e0d\u662f\u6211\u81ea\u5df1\u7684\"\u4f53\u611f\"\u2014\u2014\u90a3\u79cd\u4f53\u611f\u57fa\u672c\u4e0d\u53ef\u4fe1\u3002

## \u6838\u5fc3\u53d8\u5316

**\u7f16\u7a0b\u80fd\u529b**\u662f\u6700\u663e\u8457\u7684\u5347\u7ea7\u3002SWE-bench Verified \u4ece 80.8% \u63d0\u5347\u5230 87.6%,SWE-bench Pro(\u66f4\u96be\u7684\u591a\u8bed\u8a00\u7248\u672c)\u4ece 53.4% \u8df3\u5230 64.3%\u3002CursorBench \u4ece 58% \u63d0\u5347\u5230 70%\u3002\u5bf9\u4f60\u7684\u573a\u666f(********************************\u5de5\u4f5c\u6d41)\u5e94\u8be5\u6709\u76f4\u63a5\u5e2e\u52a9\u3002

**\u89c6\u89c9\u5206\u8fa8\u7387**\u662f\u7b2c\u4e8c\u5927\u53d8\u5316\u3002\u56fe\u50cf\u8f93\u5165\u7684\u957f\u8fb9\u4e0a\u9650\u4ece\u7ea6 1568 \u50cf\u7d20\u63d0\u5347\u5230 2576 \u50cf\u7d20(\u7ea6 3.75 \u767e\u4e07\u50cf\u7d20),\u662f\u4e4b\u524d\u7684 3 \u500d\u591a\u3002\u622a\u56fe\u3001\u5bc6\u96c6\u56fe\u8868\u3001\u8bbe\u8ba1\u7a3f\u73b0\u5728\u80fd\u6309\u539f\u59cb\u6e05\u6670\u5ea6\u5904\u7406\u3002\u5bf9\u4f60\u505a ******** \u7684 UI \u8d70\u67e5\u6216\u8005\u6e38\u620f\u7f8e\u672f\u8d44\u4ea7\u5ba1\u9605\u4f1a\u6709\u7528\u3002

**Agent/\u5de5\u5177\u8c03\u7528**\u65b9\u9762,Anthropic \u79f0\u5728\u590d\u6742\u591a\u6b65\u9aa4\u5de5\u4f5c\u6d41\u4e0a\u6bd4 4.6 \u63d0\u5347 14%,token \u6d88\u8017\u66f4\u5c11,\u5de5\u5177\u8c03\u7528\u9519\u8bef\u51cf\u5c11\u5230\u4e09\u5206\u4e4b\u4e00\u3002\u8de8\u4f1a\u8bdd\u7684 scratchpad / notes \u6587\u4ef6\u8bfb\u5199\u66f4\u53ef\u9760,\u4e4b\u524d\u4f1a\u4e22\u5931\u7684\u591a\u4f1a\u8bdd\u4e0a\u4e0b\u6587\u73b0\u5728\u80fd\u4fdd\u6301\u2014\u2014\u8fd9\u70b9\u5bf9\u4f60\u7684\u591a agent skill \u7cfb\u7edf(AGENTS.md \u90a3\u5957)\u662f\u76f4\u63a5\u5229\u597d\u3002

## \u9700\u8981\u6ce8\u610f\u7684\u51e0\u4e2a\u5751

**\u6307\u4ee4\u8ddf\u968f\u53d8\"\u5b57\u9762\u5316\"**\u3002\u5b98\u65b9\u660e\u786e\u8bf4\u660e\u6a21\u578b\u6bd4\u524d\u4ee3\u66f4\u4e25\u683c\u6309\u5b57\u9762\u6267\u884c\u6307\u4ee4,\u8fd9\u79cd\u4e25\u683c\u6027\u51cf\u5c11\u4e86\u6b67\u4e49\u5e26\u6765\u7684\u610f\u5916\u8f93\u51fa,\u4f46\u4e5f\u610f\u5473\u7740\u4e3a\u65e9\u671f\u6a21\u578b\u5199\u7684 prompt \u53ef\u80fd\u9700\u8981\u8c03\u6574\u3002\u4f60\u7684 AGENTS.md \u548c skill \u6587\u4ef6\u5982\u679c\u662f\u57fa\u4e8e 4.6 \u8c03\u8bd5\u51fa\u6765\u7684,\u8fc1\u79fb\u65f6\u5efa\u8bae\u56de\u5f52\u6d4b\u8bd5\u4e00\u904d\u3002

**Token \u6d88\u8017\u4f1a\u6da8**\u3002\u4e24\u4e2a\u53d8\u5316\u53e0\u52a0\u5f71\u54cd\u6210\u672c:\u4e00\u662f\u65b0 tokenizer \u8ba9\u540c\u6837\u8f93\u5165\u5bf9\u5e94\u7684 token \u6570\u589e\u52a0\u7ea6 1.0-1.35 \u500d;\u4e8c\u662f\u5728\u9ad8 effort \u7b49\u7ea7\u4e0b\u601d\u8003\u66f4\u591a,\u7279\u522b\u662f agent \u573a\u666f\u7684\u540e\u7eed\u56de\u5408,\u8f93\u51fa token \u4e5f\u4f1a\u589e\u52a0\u3002\u5355\u4ef7\u6ca1\u53d8\u4f46\u5b9e\u9645\u8d26\u5355\u4f1a\u6da8\u4e00\u4e9b\u3002

**\u4e0d\u662f\u5168\u9762\u9886\u5148**\u3002Terminal-Bench 2.0 \u4e0a\u662f\u9000\u6b65\u7684,GPT-5.4 \u4e3a 75.1%,Opus 4.7 \u4e3a 69.4%;BrowseComp \u76f8\u6bd4 4.6 \u4e5f\u53d8\u5f31\u4e86\u3002

## \u5176\u4ed6\u503c\u5f97\u77e5\u9053\u7684

- \u65b0\u589e xhigh reasoning \u6863\u4f4d,\u5728 high \u548c max \u4e4b\u95f4;\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\u4ece 2025 \u5e74 5 \u6708\u63a8\u5230 2026 \u5e74 1 \u6708
- \u9996\u6b21\u5185\u7f6e\u81ea\u52a8\u68c0\u6d4b\u5e76\u963b\u6b62\u8fdd\u89c4\u7f51\u7edc\u5b89\u5168\u7528\u9014\u7684\u5b89\u5168\u673a\u5236;\u4e0a\u9762\u8fd8\u6709 Claude Mythos Preview \u8fd9\u4e2a\u66f4\u5f3a\u4f46\u53ea\u5bf9\u5c11\u6570\u5408\u4f5c\u65b9\u5f00\u653e\u7684\u6a21\u578b
- \u4ef7\u683c\u4e0d\u53d8:$5/$25 per MTok

## \u5bf9\u4f60\u5177\u4f53\u573a\u666f\u7684\u5efa\u8bae

\u9274\u4e8e\u4f60\u7684\u5de5\u4f5c\u91cd\u5fc3\u662f AI \u8f85\u52a9\u5f00\u53d1\u5de5\u4f5c\u6d41 + ***** \u8fc1\u79fb + I********,**\u7f16\u7a0b\u548c agent \u53ef\u9760\u6027\u7684\u63d0\u5347\u5bf9\u4f60\u4ef7\u503c\u6700\u9ad8**\u3002\u4f46\u4f60\u73b0\u6709\u7684 skill \u6587\u4ef6\u3001review template \u662f\u5728 4.6 \u4e0a\u8c03\u6821\u7684,\u6307\u4ee4\u5b57\u9762\u5316\u8fd9\u4e2a\u53d8\u5316\u503c\u5f97\u82b1\u534a\u5929\u65f6\u95f4\u56de\u5f52\u4e00\u4e0b\u2014\u2014\u5c24\u5176\u662f\u90a3\u4e9b\u4f9d\u8d56\u6a21\u578b\"\u7075\u6d3b\u5224\u65ad\"\u7684 skill \u63d0\u793a\u8bcd\u3002

\u6700\u540e\u518d\u5f3a\u8c03\u4e00\u904d\u5f00\u5934\u90a3\u53e5:\u6211\u65e0\u6cd5\u771f\u6b63\u5bf9\u6bd4\"\u81ea\u5df1\"\u548c 4.6 \u7684\u5dee\u5f02,\u4e0a\u9762\u5168\u662f\u57fa\u4e8e\u516c\u5f00\u53d1\u5e03\u4fe1\u606f\u7684\u8f6c\u8ff0\u3002\u771f\u5b9e\u4f53\u611f\u4f60\u7528\u51e0\u5929\u5c31\u77e5\u9053\u4e86\u3002

---

\u6700\u540e\u8bb0\u4f4f\u7684\u5c31\u662f:\u90e8\u5206\u7f16\u7a0b\u80fd\u529b\u660e\u663e\u63d0\u5347, \u7136\u540e, \u66f4\u8d35\u4e86.....
---", "date_published": "2026-04-16T23:50:56+00:00", "title": "\u7ec8\u4e8e, \u964d\u667a\u51e0\u5929\u4e4b\u540e, opus4.7 \u51fa\u6765\u4e86", "id": "https://study.congcong.us/t/1206484" }, { "author": { "url": "https://study.congcong.us/member/mMartin", "name": "mMartin", "avatar": "https://cdn.v2ex.com/avatar/b391/300f/315881_large.png?m=1761550336" }, "url": "https://study.congcong.us/t/1206459", "date_modified": "2026-04-17T00:18:18+00:00", "content_html": "", "date_published": "2026-04-16T15:34:52+00:00", "title": "\u5feb\u8baf\uff0c Claude Opus 4.7 \u5df2\u7ecf\u53ef\u4ee5\u4f7f\u7528\u3002", "id": "https://study.congcong.us/t/1206459" }, { "author": { "url": "https://study.congcong.us/member/deepbytes", "name": "deepbytes", "avatar": "https://cdn.v2ex.com/avatar/efae/b02b/676713_large.png?m=1757380819" }, "url": "https://study.congcong.us/t/1206457", "date_modified": "2026-04-17T00:18:12+00:00", "content_html": "

\"\"

\n

\u4f6c\u4eec\uff0c\u5982\u4f55\u6301\u7eed\u53ef\u5438 opus \uff1f\u6211\u8ba2\u9605\u4e86\u5feb\u4e00\u4e2a\u6708\u4e86\uff0c\u6ca1\u6709\u88ab\u5c01\uff0c\u4f46\u662f\u770b\u5230\u8eab\u4efd\u8ba4\u8bc1\uff0c\u60f3\u6301\u7eed\u7528\uff0c\u53c8\u5bb3\u6015\u3002\u3002\u3002

\n", "date_published": "2026-04-16T15:23:52+00:00", "title": "Opus4.7 \u6765\u4e86\uff0c\u7f51\u9875\u7248\u5148\u4e0a\uff0c\u684c\u9762\u7248\u672c\u5ba2\u6237\u7aef\u6682\u65f6\u672a\u770b\u5230", "id": "https://study.congcong.us/t/1206457" }, { "author": { "url": "https://study.congcong.us/member/caocong", "name": "caocong", "avatar": "https://cdn.v2ex.com/gravatar/3dc0866c79eeeef72c8d268ef70645aa?s=73&d=retro" }, "url": "https://study.congcong.us/t/1206370", "title": "Claude Web \u7aef\u8c8c\u4f3c claude-opus-4-7 \u5077\u5077\u4e0a\u4e86\uff1f", "id": "https://study.congcong.us/t/1206370", "date_published": "2026-04-16T07:47:11+00:00", "content_html": "

https://imgur.com/Ka5nF0J

\n

\u8fd8\u662f\u53ea\u662f\u628a system prompt \u5148\u7ed9\u6539\u4e86

\n" }, { "author": { "url": "https://study.congcong.us/member/lxm1007", "name": "lxm1007", "avatar": "https://cdn.v2ex.com/gravatar/391314e9805c62e52a0310fef4f15568?s=73&d=retro" }, "url": "https://study.congcong.us/t/1206360", "date_modified": "2026-04-16T07:17:08+00:00", "content_html": "

Claude Code \u751f\u6001\u5168\u666f\uff1a\u4ece\u5355\u5175\u4f5c\u6218\u5230\u56e2\u961f\u7f16\u6392\u7684 5 \u5927\u795e\u5668

\n

\u6700\u8fd1\u96f6\u96f6\u6563\u6563\u7528\u8fc7\u7684\u5f00\u53d1\u5de5\u5177\u5305\u62ec mcp \u548c skill \uff0c\u6b22\u8fce\u5927\u4f6c\u4eec\u8865\u5145\u3002\u5176\u4e2d\u7528\u7684\u6700\u591a \u6700\u8d34\u5408\u5de5\u4f5c\u573a\u666f\u7684\u5e94\u8be5\u662f Trellis \uff0c\u5176\u4ed6\u7684\u4e0d\u662f\u592a\u91cd\u4e86\u5c31\u662f\u4e0d\u9002\u5408\u56e2\u961f\u5f00\u53d1\uff0c\u4f46\u662f Trellis \u5728\u914d\u5408\u516c\u53f8\u5927\u6a21\u578b\uff08 minimax \uff09\u7684\u65f6\u5019\uff0c\u5b9e\u73b0\u8d77\u6765\u5374\u6ca1\u6709 codex \u597d\u3002\u4e3e\u4e2a\u4f8b\u5b50 codex \u77e5\u9053\u4f60\u8981\u5728\u6dfb\u52a0\u7684\u63a5\u53e3\u65b0\u589e\u5b57\u6bb5\u7684\u65f6\u5019\u4f1a\u5e2e\u4f60\u628a\u8be6\u60c5\u63a5\u53e3\u4e5f\u52a0\u4e0a\uff0c\u4f46\u662f\u516c\u53f8\u7684\u6a21\u578b\u5374\u4e0d\u4f1a\uff0c\u5728\u63d0\u793a\u8bcd\u90fd\u662f\u5185\u7f6e\u7684\u60c5\u51b5\u4e0b\u3002\u53ef\u80fd\u662f minimax \u7684\u4efb\u52a1\u94fe\u5374\u662f\u4e0d\u5982 gpt \u4f46\u76ee\u524d\u672c\u7740\u80fd\u4e0d\u82b1\u94b1\u5c31\u7528\u516c\u53f8\u7684\u60c5\u51b5\u4e0b\uff0c\u53ea\u80fd\u901a\u8fc7\u5916\u6302\u5f25\u8865\u6a21\u578b\u4e0d\u8db3\u3002\u5982\u679c\u5927\u4f6c\u4eec\u6709\u66f4\u597d\u7684\u66ff\u4ee3\u7684\u5de5\u5177\u53ef\u4ee5\u63a8\u8350\u4e0b\u3002\u4e0b\u9762\u662f\u51e0\u4e2a\u5de5\u5177\u7684\u57fa\u672c\u4ecb\u7ecd ai \u751f\u6210\u53ef\u4ee5\u8df3\u8fc7\uff0c\u540e\u9762\u6709\u6211\u4f7f\u7528\u7684\u603b\u7ed3\u3002

\n
\n

\u76ee\u5f55

\n
    \n
  1. \u4e3a\u4ec0\u4e48\u9700\u8981 Claude Code \u751f\u6001\uff1f
    2. \n
  2. \n\u4e94\u5927\u6838\u5fc3\u5de5\u5177\u8be6\u89e3\n
    3. \n
  3. \u9002\u7528\u573a\u666f\u901f\u67e5\u8868
    4. \n
  4. \u5b9e\u9645\u5e94\u7528
    5. \n
  5. \u5df2\u77e5\u95ee\u9898\u4e0e\u907f\u5751\u6307\u5357
    6. \n
\n
\n

\u4e3a\u4ec0\u4e48\u9700\u8981 Claude Code \u751f\u6001\uff1f

\n

Claude Code \u672c\u8eab\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\"\u88f8\u673a\"\u2014\u2014200K \u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u8c03\u7528\u3001\u5b50\u4ee3\u7406\u3002\u4f46\u88f8\u673a\u4e0d\u7b49\u4e8e\u751f\u4ea7\u529b\u3002

\n

\u5b9e\u9645\u5f00\u53d1\u4e2d\u4f60\u4f1a\u9047\u5230\uff1a

\n\n

\u8fd9 5 \u4e2a\u5de5\u5177\u5206\u522b\u89e3\u51b3\u4e86\u4e0d\u540c\u5c42\u9762\u7684\u95ee\u9898\uff0c\u7ec4\u5408\u8d77\u6765\u6784\u6210\u5b8c\u6574\u7684 AI \u5de5\u7a0b\u6d41\u6c34\u7ebf\u3002

\n
\n

\u4e94\u5927\u6838\u5fc3\u5de5\u5177\u8be6\u89e3

\n

1. GSD \uff08 Get Shit Done \uff09\u2014\u2014 \u89c4\u683c\u9a71\u52a8\u7684\u5f00\u53d1\u6846\u67b6

\n

GitHub: https://github.com/gsd-build/get-shit-done

\n

\u4e00\u53e5\u8bdd\u5b9a\u4e49\uff1a\u89e3\u51b3 \"Context Rot\" \u7684\u5143\u63d0\u793a\u5de5\u7a0b + \u89c4\u683c\u9a71\u52a8\u5f00\u53d1\u7cfb\u7edf\u3002

\n

\u6838\u5fc3\u673a\u5236

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u7ec4\u4ef6\u4f5c\u7528
PROJECT.md\u9879\u76ee\u613f\u666f\uff0c\u59cb\u7ec8\u52a0\u8f7d
REQUIREMENTS.md\u5206\u9636\u6bb5\u7684 v1/v2 \u9700\u6c42
ROADMAP.md\u8def\u7ebf\u56fe\u4e0e\u5b8c\u6210\u72b6\u6001
STATE.md\u8de8\u4f1a\u8bdd\u7684\u8bb0\u5fc6\uff08\u51b3\u7b56\u3001\u963b\u585e\u9879\u3001\u4f4d\u7f6e\uff09
PLAN.md\u539f\u5b50\u5316\u4efb\u52a1\uff0cXML \u7ed3\u6784\u5316
SUMMARY.md\u6267\u884c\u8bb0\u5f55\uff0c\u63d0\u4ea4\u5230 git \u5386\u53f2

\u5de5\u4f5c\u6d41\u7a0b\uff08 6 \u6b65\u95ed\u73af\uff09

\n

/gsd-new-project \u2192 \u521d\u59cb\u5316\uff1a\u63d0\u95ee \u2192 \u7814\u7a76 \u2192 \u9700\u6c42 \u2192 \u8def\u7ebf\u56fe\n/gsd-discuss-phase N \u2192 \u8ba8\u8bba\u9636\u6bb5\uff1a\u6355\u6349\u5b9e\u73b0\u51b3\u7b56\uff08\u89c6\u89c9/UI/API/\u7ec4\u7ec7\uff09\n/gsd-plan-phase N \u2192 \u89c4\u5212\u9636\u6bb5\uff1a\u7814\u7a76 \u2192 \u521b\u5efa 2-3 \u4e2a\u539f\u5b50\u8ba1\u5212 \u2192 \u9a8c\u8bc1\n/gsd-execute-phase N \u2192 \u6267\u884c\u9636\u6bb5\uff1a\u6ce2\u6d6a\u5f0f\u5e76\u884c\u6267\u884c\uff0c\u6bcf\u4efb\u52a1\u72ec\u7acb\u4e0a\u4e0b\u6587\n/gsd-verify-work N \u2192 \u9a8c\u8bc1\u9636\u6bb5\uff1a\u4eba\u5de5\u9a8c\u6536\u6d4b\u8bd5\uff0c\u81ea\u52a8\u8bca\u65ad\u5931\u8d25\n/gsd-ship N \u2192 \u4ea4\u4ed8\u9636\u6bb5\uff1a\u521b\u5efa PR\n\u5173\u952e\u521b\u65b0 \u2014\u2014 Wave \u6267\u884c\uff1a

\n\n

\u591a\u5e73\u53f0\u652f\u6301

\n

Claude Code \u3001OpenCode \u3001Gemini CLI \u3001Kilo \u3001Codex \u3001Copilot \u3001Cursor \u3001Windsurf \u3001Antigravity \u3001Augment \u3001Trae \u3001Qwen Code \u3001Cline \u3001CodeBuddy \u2014\u2014 \u5168\u90e8\u652f\u6301\u3002

\n
\n

2. Trellis \u2014\u2014 \u8de8\u5e73\u53f0\u7684 AI \u5de5\u4f5c\u6d41 Harness

\n

GitHub: https://github.com/mindfold-ai/Trellis

\n

\u4e00\u53e5\u8bdd\u5b9a\u4e49\uff1a\u8ba9 AI \u7f16\u7801\u5de5\u5177\u62e5\u6709\u9879\u76ee\u8bb0\u5fc6\u548c\u56e2\u961f\u5171\u4eab\u6807\u51c6\u7684\u8de8\u5e73\u53f0\u6846\u67b6\u3002

\n

\u6838\u5fc3\u6982\u5ff5

\n

.trellis/\n\u251c\u2500\u2500 spec/ # \u9879\u76ee\u6807\u51c6\u3001\u6a21\u5f0f\u3001\u6307\u5357\uff08\u4e00\u6b21\u7f16\u5199\uff0c\u968f\u5904\u6ce8\u5165\uff09\n\u251c\u2500\u2500 tasks/ # \u4efb\u52a1 PRD \u3001\u4e0a\u4e0b\u6587\u6587\u4ef6\u3001\u72b6\u6001\n\u251c\u2500\u2500 workspace/ # \u4e2a\u4eba\u65e5\u5fd7\u4e0e\u4f1a\u8bdd\u8fde\u7eed\u6027\n\u251c\u2500\u2500 workflow.md # \u5171\u4eab\u5de5\u4f5c\u6d41\u89c4\u5219\n\u2514\u2500\u2500 scripts/ # \u81ea\u52a8\u5316\u5de5\u5177

\n

\u4e0e GSD \u7684\u5173\u952e\u5dee\u5f02

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u7ef4\u5ea6GSDTrellis
\u6838\u5fc3\u54f2\u5b66Spec-driven \u5f00\u53d1\u6d41\u7a0b\u8de8\u5e73\u53f0\u4e0a\u4e0b\u6587\u7ba1\u7406
\u4e3b\u8981\u89e3\u51b3Context Rot\u5e73\u53f0\u788e\u7247\u5316 + \u9879\u76ee\u8bb0\u5fc6
\u7ed3\u6784\u91cd\u5fc3.planning/ \u76ee\u5f55.trellis/ \u76ee\u5f55
\u56e2\u961f\u573a\u666f\u4e2a\u4eba/\u5c0f\u56e2\u961f\u6df1\u5ea6\u5f00\u53d1\u591a\u5e73\u53f0\u3001\u591a\u6210\u5458\u534f\u4f5c
\u5e76\u884c\u80fd\u529bWave \u6267\u884c\uff08\u5355\u5e73\u53f0\uff09Git worktree \u591a\u4ee3\u7406\u5e76\u884c

\u72ec\u7279\u529f\u80fd

\n
    \n
  1. Auto-injected specs\uff1a\u5c06\u89c4\u8303\u81ea\u52a8\u6ce8\u5165\u6bcf\u6b21\u4f1a\u8bdd\uff0c\u65e0\u9700\u91cd\u590d\u89e3\u91ca
    2. \n
  2. Parallel agent execution\uff1a\u901a\u8fc7 git worktree \u5b9e\u73b0\u771f\u6b63\u7684\u5e76\u884c\u5f00\u53d1
    3. \n
  3. Project memory\uff1aJournal \u8bb0\u5f55\u8ba9\u4e0b\u6b21\u4f1a\u8bdd\u4ece\u4e0a\u6b21\u7ed3\u675f\u5904\u7ee7\u7eed
    4. \n
  4. Team-shared standards\uff1aSpecs \u5728\u4ed3\u5e93\u4e2d\uff0c\u56e2\u961f\u5171\u4eab\u6700\u4f73\u5b9e\u8df5
    5. \n
\n
\n

3. Agent Skills \u2014\u2014 \u751f\u4ea7\u7ea7\u5de5\u7a0b\u6280\u80fd\u5e93

\n

GitHub: https://github.com/addyosmani/agent-skills

\n

\u4e00\u53e5\u8bdd\u5b9a\u4e49\uff1a\u628a Google \u8f6f\u4ef6\u5de5\u7a0b\u5b9e\u8df5\u7f16\u7801\u6210 AI \u53ef\u6267\u884c\u7684 20 \u4e2a\u7ed3\u6784\u5316\u6280\u80fd\u3002

\n

\u6280\u80fd\u4f53\u7cfb\uff08 7 \u4e2a\u9636\u6bb5 \u00d7 20 \u6280\u80fd\uff09

\n

DEFINE PLAN BUILD VERIFY REVIEW SHIP\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502 Idea \u2502 \u2500\u2500\u2500\u25b6 \u2502 Spec \u2502 \u2500\u2500\u2500\u25b6 \u2502 Code \u2502 \u2500\u2500\u2500\u25b6 \u2502 Test \u2502 \u2500\u2500\u2500\u25b6 \u2502 QA \u2502 \u2500\u2500\u2500\u25b6 \u2502 Go \u2502\n\u2502Refine\u2502 \u2502 PRD \u2502 \u2502 Impl \u2502 \u2502Debug \u2502 \u2502 Gate \u2502 \u2502 Live \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n/spec /plan /build /test /review /ship

\n

\u6838\u5fc3\u6280\u80fd\u6e05\u5355

\n

Define: idea-refine, spec-driven-development\nPlan: planning-and-task-breakdown\nBuild: incremental-implementation, test-driven-development, context-engineering, source-driven-development, frontend-ui-engineering, api-and-interface-design\nVerify: browser-testing-with-devtools, debugging-and-error-recovery\nReview: code-review-and-quality, code-simplification, security-and-hardening, performance-optimization\nShip: git-workflow-and-versioning, ci-cd-and-automation, deprecation-and-migration, documentation-and-adrs, shipping-and-launch

\n

\u8bbe\u8ba1\u54f2\u5b66

\n\n
\n

4. Code Review Graph \u2014\u2014 \u672c\u5730\u4ee3\u7801\u77e5\u8bc6\u56fe\u8c31

\n

GitHub: https://github.com/tirth8205/code-review-graph

\n

\u4e00\u53e5\u8bdd\u5b9a\u4e49\uff1a\u7528 Tree-sitter \u6784\u5efa\u4ee3\u7801\u7ed3\u6784\u56fe\u8c31\uff0c\u8ba9 AI \u53ea\u8bfb\u76f8\u5173\u7684\u4ee3\u7801\uff0c\u8282\u7701 6.8\u00d7 Token\u3002

\n

\u89e3\u51b3\u7684\u95ee\u9898

\n

\u4f20\u7edf\u65b9\u5f0f\uff1aAI \u6bcf\u6b21\u91cd\u65b0\u8bfb\u53d6\u6574\u4e2a\u4ee3\u7801\u5e93 \u2192 13,205 tokens \u2192 \u8d28\u91cf 7.2/10\n\u56fe\u8c31\u65b9\u5f0f\uff1aAI \u67e5\u8be2\u56fe\u8c31\u83b7\u53d6\u5f71\u54cd\u8303\u56f4 \u2192 1,928 tokens \u2192 \u8d28\u91cf 8.8/10

\n

\u6280\u672f\u67b6\u6784

\n

User: \"Review my changes\"\n\u2193\nClaude Code \u2192 \u68c0\u67e5 MCP \u5de5\u5177\n\u2193\nMCP Server (code-review-graph serve)\n\u2193\ngraph.db (Tree-sitter \u6784\u5efa\u7684\u7ed3\u6784\u56fe\u8c31)\n\u2193\n\u8fd4\u56de\uff1a\u5f71\u54cd\u8303\u56f4(Blast radius)\u3001\u53d7\u5f71\u54cd\u6d41\u7a0b\u3001\u6d4b\u8bd5\u7f3a\u53e3\u3001\u98ce\u9669\u8bc4\u5206\n\u2193\nPrecise Review\uff1a\u53ea\u8bfb\u76f8\u5173\u4ee3\u7801

\n

22 \u4e2a\u53ef\u7528\u5de5\u5177

\n

detect_changes \u2192 get_review_context \u2192 get_impact_radius \u2192 query_graph

\n

\u652f\u6301\u5e73\u53f0\uff1aClaude Code \u3001Cursor \u3001Windsurf \u3001Zed \u3001Continue \u3001OpenCode \u3001Antigravity \u3001Kiro

\n
\n

5. OMC (Oh My Claude Code) \u2014\u2014 \u591a\u667a\u80fd\u4f53\u7f16\u6392\u7cfb\u7edf

\n

GitHub: https://github.com/Yeachan-Heo/oh-my-claudecode

\n

\u4e00\u53e5\u8bdd\u5b9a\u4e49\uff1a\u96f6\u5b66\u4e60\u66f2\u7ebf\u7684\u56e2\u961f\u7ea7\u591a\u667a\u80fd\u4f53\u7f16\u6392\uff0c\"Don't learn Claude Code. Just use OMC.\"

\n

\u6838\u5fc3\u6a21\u5f0f\uff1aTeam Mode \uff08 v4.1.7+ \u63a8\u8350\uff09

\n

/team 3:executor \"fix all TypeScript errors\"\n\u6267\u884c\u6d41\u6c34\u7ebf\uff1a\nteam-plan \u2192 team-prd \u2192 team-exec \u2192 team-verify \u2192 team-fix (loop)

\n

\u7f16\u6392\u6a21\u5f0f\u5bf9\u6bd4

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u6a21\u5f0f\u7528\u9014\u7279\u70b9
Team\u534f\u8c03 Claude \u4ee3\u7406\u5171\u4eab\u4efb\u52a1\u5217\u8868\u89c4\u8303\u7684\u5206\u9636\u6bb5\u6d41\u6c34\u7ebf
omc team (CLI)tmux \u4e2d\u8fd0\u884c codex/gemini/claude\u771f\u5b9e CLI \u8fdb\u7a0b\uff0c\u7528\u5b8c\u5373\u6bc1
ccg\u4e09\u6a21\u578b\u987e\u95ee\uff08 Claude+Codex+Gemini \uff09\u540e\u7aef\u67b6\u6784 + UI \u8bbe\u8ba1\u6df7\u5408\u4efb\u52a1
Autopilot\u7aef\u5230\u7aef\u529f\u80fd\u5f00\u53d1\u6700\u5c0f\u4eea\u5f0f\u611f\u7684\u81ea\u4e3b\u6267\u884c
Ultrawork\u7206\u53d1\u5f0f\u5e76\u884c\u4fee\u590d\u975e\u56e2\u961f\u573a\u666f\u7684\u6700\u5927\u5e76\u884c
Ralph\u5fc5\u987b\u5b8c\u6210\u7684\u6301\u4e45\u4efb\u52a1\u9a8c\u8bc1/\u4fee\u590d\u5faa\u73af\uff0c\u65e0\u9759\u9ed8\u90e8\u5206\u5b8c\u6210

\u72ec\u7279\u529f\u80fd

\n\n
\n

\u9002\u7528\u573a\u666f\u901f\u67e5\u8868

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\u573a\u666f\u63a8\u8350\u5de5\u5177\u7406\u7531
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\u5df2\u6709\u4ee3\u7801\u5e93\uff0c\u89c4\u8303\u56e2\u961f\u534f\u4f5cTrellis\u8de8\u5e73\u53f0\u6807\u51c6 + \u9879\u76ee\u8bb0\u5fc6
\u9700\u8981\u4e25\u683c\u5de5\u7a0b\u5b9e\u8df5Agent Skills20 \u4e2a\u751f\u4ea7\u7ea7\u6280\u80fd\uff0cGoogle \u5de5\u7a0b\u6587\u5316
\u5927\u4ee3\u7801\u5e93\uff0cToken \u6210\u672c\u9ad8Code Review Graph6.8\u00d7 Token \u8282\u7701\uff0c\u8d28\u91cf\u63d0\u5347
\u591a\u4ee3\u7406\u5e76\u884c\u590d\u6742\u4efb\u52a1OMCTeam mode + \u667a\u80fd\u7f16\u6392
\u5feb\u901f\u539f\u578b\u9a8c\u8bc1OMC Autopilot\u4e00\u53e5\u8bdd\u542f\u52a8\uff0c\u81ea\u52a8\u6267\u884c
\u4ee3\u7801\u5ba1\u67e5/\u5b89\u5168\u5ba1\u8ba1Code Review Graph + OMC ccg\u7cbe\u51c6\u4e0a\u4e0b\u6587 + \u591a\u6a21\u578b\u4ea4\u53c9\u9a8c\u8bc1
\u957f\u671f\u7ef4\u62a4\u9057\u7559\u7cfb\u7edfTrellis + Agent Skills\u77e5\u8bc6\u4fdd\u7559 + \u89c4\u8303\u5316\u6d41\u7a0b
\n

\u5b9e\u9645\u5e94\u7528

\n

GSD

\n\n

Code Review Graph

\n\n

OMC

\n\n

Trellis

\n\n

Agent Skills

\n\n
\n

\u5df2\u77e5\u95ee\u9898\u4e0e\u907f\u5751\u6307\u5357

\n

Trellis

\n

\u867d\u7136\u6709\u524d\u540e\u7aef\u5f00\u53d1\u89c4\u8303 \u4f46\u662f\u6211\u89c9\u5f97\u5b9e\u73b0\u8d77\u6765\u8fd8\u662f\u5dee\u70b9\u610f\u601d

\n

Code Review Graph

\n

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\n
\n

\u53c2\u8003\u94fe\u63a5\uff1a

\n\n
\n

\u6700\u540e\u66f4\u65b0: 2026-04-16\n\u6b22\u8fce\u6253\u67b6\u8865\u5145\u81ea\u5df1\u7684 skill \u548c\u907f\u5751\u7ecf\u9a8c

\n", "date_published": "2026-04-16T07:15:55+00:00", "title": "claude \u751f\u6001\uff08skill mcp plugin\uff09\u7b49", "id": "https://study.congcong.us/t/1206360" }, { "author": { "url": "https://study.congcong.us/member/YanSeven", "name": "YanSeven", "avatar": "https://cdn.v2ex.com/avatar/3f22/feff/383743_large.png?m=1775465214" }, "url": "https://study.congcong.us/t/1206267", "title": "\u76ee\u524d\u6709\u4f7f\u7528 claude code \u7684\u6536\u5230\u4eba\u8138\u8ba4\u8bc1\u7684\u5417", "id": "https://study.congcong.us/t/1206267", "date_published": "2026-04-16T02:28:20+00:00", "content_html": "

\u6709\u591a\u5c11\u4eba\u89e6\u53d1\u4e86\u3002

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\u5b9e\u540d\u4e86\u611f\u89c9\u6211\u5373\u5c06\u6210\u4e3a\u4e00\u4e2a\u5e9f\u7269\uff0c\u54c8\u54c8\u54c8

\n", "date_published": "2026-04-16T01:27:33+00:00", "title": "CLaude \u8bf4\u662f\u540e\u9762\u8981\u5b9e\u540d\u4e86", "id": "https://study.congcong.us/t/1206243" }, { "author": { "url": "https://study.congcong.us/member/senooo", "name": "senooo", "avatar": "https://cdn.v2ex.com/avatar/5d89/7d85/446524_large.png?m=1571013459" }, "url": "https://study.congcong.us/t/1206233", "date_modified": "2026-04-16T06:03:32+00:00", "content_html": "

\u90a3\u4ee5\u540e\u662f\u4e0d\u662f\u4e2d\u8f6c\u7ad9\u4e5f\u7528\u4e0d\u4e0a\u4e86\uff0c\u81ea\u5df1\u4e70\u4e5f\u4e70\u4e0d\u5230\u4e86\u3002\n\u90a3\u88c1\u5458\u662f\u4e0d\u662f\u4e5f\u88c1\u4e0d\u52a8\u4e86

\n", "date_published": "2026-04-16T00:42:17+00:00", "title": "\u542c\u8bf4 Anthropic \u8981\u5b9e\u540d\u5236\u6838\u67e5\u8eab\u4efd\u4fe1\u606f\u4e86\uff0c\u4ee5\u540e\u662f\u4e0d\u662f\u7528\u4e0d\u4e0a Claude \u6a21\u578b\u4e86", "id": "https://study.congcong.us/t/1206233" }, { "author": { "url": "https://study.congcong.us/member/usbaby", "name": "usbaby", "avatar": "https://cdn.v2ex.com/avatar/233d/73b4/24494_large.png?m=1647530788" }, "url": "https://study.congcong.us/t/1206203", "title": "claude code \u5d29\u4e86\u4e48\uff1f", "id": "https://study.congcong.us/t/1206203", "date_published": "2026-04-15T15:04:07+00:00", "content_html": "

API Error\nAPI Error: 500 \u4e00\u76f4\u8fd9\u4e2a\u63d0\u793a

\n" }, { "author": { "url": "https://study.congcong.us/member/ccai", "name": "ccai", "avatar": "https://cdn.v2ex.com/gravatar/e8b88983426399f8402bd93f2b96b836?s=73&d=retro" }, "url": "https://study.congcong.us/t/1206199", "title": "\u4eca\u5929\u5728\u53cd\u91cd\u529b\u4e0a\u7528 claude \u4e00\u70b9\u90fd\u4e0d\u4e1d\u6ed1\uff0c\u6709\u540c\u6837\u7684\u611f\u53d7\u5417\uff1f", "id": "https://study.congcong.us/t/1206199", "date_published": "2026-04-15T14:36:38+00:00", "content_html": "\u524d\u51e0\u5929\u5728\u53cd\u91cd\u529b\u4e0a\u7528 claude opus4.6 \u597d\u597d\u7684\uff0c\u975e\u5e38\u4e1d\u6ed1\uff0c\u4eca\u5929\u5c31\u7528\u7740\u5f88\u5361\uff0c\u65ad\u65ad\u7eed\u7eed\u7684\uff0c\u767d\u5938\u4e86" }, { "author": { "url": "https://study.congcong.us/member/syyyyy", "name": "syyyyy", "avatar": "https://cdn.v2ex.com/gravatar/b469cdf6ccf6416b61762323197584cc?s=73&d=retro" }, "url": "https://study.congcong.us/t/1206184", "title": "\u4eca\u5929 claude opus \u548c\u524d\u4e24\u5929\u6bd4\uff0c\u8d28\u7684\u98de\u8dc3", "id": "https://study.congcong.us/t/1206184", "date_published": "2026-04-15T13:16:36+00:00", "content_html": "

\u4e0d\u77e5\u9053\u662f\u4e0d\u662f\u56e0\u4e3a\u8eab\u4efd\u8bc6\u522b\u7684\u7f18\u6545\uff0c\u665a\u4e0a\u7528 cc \u611f\u89c9\u7a81\u7136\u6362\u4e86\u4e2a ai \u4e00\u6837

\n" }, { "author": { "url": "https://study.congcong.us/member/yangyao", "name": "yangyao", "avatar": "https://cdn.v2ex.com/avatar/5047/0c28/124938_large.png?m=1435660723" }, "url": "https://study.congcong.us/t/1206158", "title": "API key (GLM) \u600e\u4e48\u4f7f\u7528 claude code desktop ?", "id": "https://study.congcong.us/t/1206158", "date_published": "2026-04-15T10:54:16+00:00", "content_html": "

Desktop \u9700\u8981 Anthropic \u8d26\u53f7\u767b\u5f55\uff0c \u6709\u529e\u6cd5\u7ed5\u8fc7\u5417\uff1f

\n" }, { "author": { "url": "https://study.congcong.us/member/leo7476040305", "name": "leo7476040305", "avatar": "https://cdn.v2ex.com/avatar/cad2/2953/351486_large.png?m=1715523622" }, "url": "https://study.congcong.us/t/1206149", "title": "Claude \u8fd9\u6837\u8ba2\u9605\u6709\u95ee\u9898\u5417", "id": "https://study.congcong.us/t/1206149", "date_published": "2026-04-15T10:07:29+00:00", "content_html": "Claude \u975e\u8001\u8d26\u53f7\uff0c\u7f8e\u533a\u4f2a\u5bb6\u5bbd DNS \u89e3\u9501\uff0c\u5fb7\u533a Appstore \u5145\u503c\u5361\u8ba2\u9605" }, { "author": { "url": "https://study.congcong.us/member/ccai", "name": "ccai", "avatar": "https://cdn.v2ex.com/gravatar/e8b88983426399f8402bd93f2b96b836?s=73&d=retro" }, "url": "https://study.congcong.us/t/1206147", "title": "\u6c42\u63a8\u8350\u7a33\u5b9a\u3001\u9ad8\u6027\u4ef7\u6bd4\u4f7f\u7528 Claude Opus 4.6 \u7684\u6e20\u9053/\u5e73\u53f0", "id": "https://study.congcong.us/t/1206147", "date_published": "2026-04-15T09:58:32+00:00", "content_html": "\u6c42\u52a9\u5404\u4f4d\uff0c\u76ee\u524d\u4e3b\u529b\u7528 Claude Opus 4.6 \u9047\u5230\u4e86\u74f6\u9888\uff1a
\u5b98\u65b9 Claude Pro \u9650\u5236\u592a\u4e25\uff0c\u968f\u4fbf\u7528\u7528\u5c31\u6ca1\u989d\u5ea6\u4e86\uff1b\u6362\u4e86\u201c\u53cd\u91cd\u529b\u201d\u7684 Ultra \u7ea7\u522b\uff0c\u7ed3\u679c\u6709\u79ef\u5206\u6709\u989d\u5ea6\u7684\u60c5\u51b5\u4e0b\u8fd8\u7ecf\u5e38\u62a5\u9519\u5361\u987f\uff0c\u4f53\u9a8c\u6781\u5dee\u3002

\u60f3\u95ee\u4e0b\u5927\u5bb6\u73b0\u5728\u6709\u4ec0\u4e48\u7a33\u5b9a\u3001\u6d41\u7545\u3001\u6027\u4ef7\u6bd4\u53c8\u9ad8\u7684\u4f7f\u7528\u65b9\u6848\uff1f\u9760\u8c31\u7684 API \u4e2d\u8f6c\u7ad9\u6216\u8005\u597d\u7528\u7684\u7b2c\u4e09\u65b9\u5e73\u53f0\u90fd\u53ef\u4ee5\uff0c\u611f\u8c22\u5927\u5bb6\u63a8\u8350\uff01" }, { "author": { "url": "https://study.congcong.us/member/mastergo", "name": "mastergo", "avatar": "https://cdn.v2ex.com/avatar/df18/65db/301501_large.png?m=1766926779" }, "url": "https://study.congcong.us/t/1206132", "date_modified": "2026-04-15T08:56:40+00:00", "content_html": "

Anthropic \u6b63\u5728\u7ed9 Claude \u52a0\u4e0a\u771f\u5b9e\u8bc1\u4ef6\u9a8c\u8bc1\uff0c\u76ee\u524d\u4e3b\u8981\u9488\u5bf9\u65b0\u6ce8\u518c\u8d26\u53f7\u3002\u65b0\u53f7\u95e8\u69db\u5927\u5e45\u63d0\u9ad8\uff0c\u8001\u53f7\u4ef7\u503c\u8ddf\u7740\u6da8\u4e86\u3002\ud83e\udd21

\n

Anthropic \u5b98\u65b9\u5e2e\u52a9\u4e2d\u5fc3\u4e0a\u7ebf\u4e86\"Claude \u4e0a\u7684\u8eab\u4efd\u9a8c\u8bc1\"\u9875\u9762\u3002\u6838\u5fc3\u6d41\u7a0b\uff1a\u63d0\u4ea4\u62a4\u7167\u3001\u9a7e\u7167\u6216\u56fd\u5bb6\u8eab\u4efd\u8bc1\uff0c\u914d\u5408\u6444\u50cf\u5934\u62cd\u5b9e\u65f6\u81ea\u62cd\uff0c\u5927\u6982 5 \u5206\u949f\u3002\u4e0d\u63a5\u53d7\u590d\u5370\u4ef6\u3001\u622a\u56fe\u3001\u6570\u5b57\u8bc1\u4ef6\u3002

\n

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\n

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\n

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\n

AI \u5e73\u53f0\u6536\u7d27\u8d26\u53f7\u7ba1\u7406\u662f\u5927\u8d8b\u52bf\u3002OpenAI \u53bb\u5e74\u5c31\u5f00\u59cb\u5bf9\u90e8\u5206\u529f\u80fd\u8981\u6c42\u8eab\u4efd\u9a8c\u8bc1\uff0cAnthropic \u73b0\u5728\u8ddf\u4e0a\u4e86\u3002\u6a21\u578b\u8d8a\u5f3a\uff0c\u5e73\u53f0\u8d8a\u9700\u8981\u77e5\u9053\u8c01\u5728\u7528\u3002

\n

\u6211\u4eec\u4e5f\u4e0d\u5fc5\u6050\u614c\u3002\u8001\u8d26\u53f7\u6b63\u5e38\u4f7f\u7528\u5c31\u597d\uff0c\u522b\u6298\u817e\uff0c\u522b\u9891\u7e41\u6362 IP \uff0c\u522b\u5171\u4eab\u8d26\u53f7\u3002\u957f\u671f\u6765\u770b\uff0cAI \u5de5\u5177\u7684\u4f7f\u7528\u95e8\u69db\u53ea\u4f1a\u8d8a\u6765\u8d8a\u9ad8\u3002\u73b0\u5728\u591a\u51c6\u5907\u4e00\u6761\u540e\u8def\uff0c\u603b\u6bd4\u5230\u65f6\u5019\u88ab\u52a8\u597d\u3002

\n

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\"\"

\n

\u9ed1\u5e02\u5df2\u7ecf\u6709\u8ba4\u8bc1\u670d\u52a1\u63d0\u4f9b\u4e86

\n" }, { "author": { "url": "https://study.congcong.us/member/Quik", "name": "Quik", "avatar": "https://cdn.v2ex.com/avatar/8c77/368f/678963_large.png?m=1776237852" }, "url": "https://study.congcong.us/t/1206090", "title": "Claude \u5f00\u59cb\u5f15\u5165\u8eab\u4efd\u9a8c\u8bc1", "id": "https://study.congcong.us/t/1206090", "date_published": "2026-04-15T07:28:29+00:00", "content_html": "

\u53d1\u73b0 V \u7ad9\u4e0a\u6ca1\u6709\u592a\u591a\u4eba\u8ba8\u8bba\u5173\u4e8e Claude \u6628\u5929\u66f4\u65b0\u7684\u673a\u5236\uff1a\u57fa\u4e8e\u8eab\u4efd\u8bc1\u4ef6\u5ba1\u67e5\u7528\u6237\u3002\u539f\u6587\u662fClaude \u4e0a\u7684\u8eab\u4efd\u9a8c\u8bc1\u3002

\n

\u7b80\u5355\u6765\u8bf4\uff0cClaude \u5f00\u59cb\u63a5\u5165\u8eab\u4efd\u9a8c\u8bc1\u673a\u5236\u4e86\uff0c\u9700\u8981\u6709\u6548\u7684\u653f\u5e9c\u9881\u53d1\u7684\u5e26\u7167\u7247\u7684\u8eab\u4efd\u8bc1\u4ef6\u52a0\u6444\u50cf\u5934\u8fdb\u884c\u9a8c\u8bc1\u8eab\u4efd\u3002\u4ee5\u4e0b\u662f\u76f8\u5173\u63cf\u8ff0\uff1a

\n

\u6211\u4eec\u5982\u4f55\u9a8c\u8bc1\uff1f

\n

\u6211\u4eec\u9009\u62e9 Persona Identities \u4f5c\u4e3a\u9a8c\u8bc1\u5408\u4f5c\u4f19\u4f34\uff0c\u57fa\u4e8e\u4ed6\u4eec\u7684\u6280\u672f\u5f3a\u5ea6\u3001\u9690\u79c1\u63a7\u5236\u548c\u5b89\u5168\u4fdd\u969c\u3002\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u5b8c\u6210\u60a8\u7684\u8eab\u4efd\u9a8c\u8bc1\u8fc7\u7a0b\u3002

\n

\u60a8\u9700\u8981\u51c6\u5907\u4ec0\u4e48

\n

\u5f00\u59cb\u524d\uff0c\u8bf7\u51c6\u5907\u597d\u4ee5\u4e0b\u7269\u54c1\uff1a

\n\n

\u63a5\u53d7\u7684\u8eab\u4efd\u8bc1\u4ef6\u7c7b\u578b

\n

\u6211\u4eec\u63a5\u53d7\u6765\u81ea\u5927\u591a\u6570\u56fd\u5bb6\u7684\u539f\u59cb\u3001\u5b9e\u4f53\u653f\u5e9c\u9881\u53d1\u7684\u5e26\u7167\u7247\u7684\u8eab\u4efd\u8bc1\u4ef6\u3002\u5e38\u89c1\u4f8b\u5b50\u5305\u62ec\uff1a

\n\n

\u6211\u4eec\u4e0d\u63a5\u53d7\uff1a

\n\n" }, { "author": { "url": "https://study.congcong.us/member/enzocc", "name": "enzocc", "avatar": "https://cdn.v2ex.com/avatar/9b19/1a30/615649_large.png?m=1776148407" }, "url": "https://study.congcong.us/t/1206060", "title": "Anthropic \u5ba3\u5e03\u5728 Claude \u5e73\u53f0\u63a8\u884c\u8eab\u4efd\u9a8c\u8bc1\u673a\u5236", "id": "https://study.congcong.us/t/1206060", "date_published": "2026-04-15T06:12:01+00:00", "content_html": "

\u539f\u6587

\n

Anthropic \u6b63\u5728\u5176 Claude \u5e73\u53f0\u9010\u6b65\u63a8\u884c\u8eab\u4efd\u9a8c\u8bc1\u673a\u5236\uff0c\u5f53\u7528\u6237\u8bbf\u95ee\u7279\u5b9a\u529f\u80fd\u6216\u89e6\u53d1\u5e38\u89c4\u5e73\u53f0\u5b8c\u6574\u6027\u68c0\u67e5\u65f6\uff0c\u7cfb\u7edf\u4f1a\u8981\u6c42\u901a\u8fc7\u7b2c\u4e09\u65b9\u5408\u4f5c\u4f19\u4f34 Persona Identities \u5b8c\u6210\u9a8c\u8bc1\u4ee5\u9632\u6b62\u6ee5\u7528\u3001\u6267\u884c\u4f7f\u7528\u653f\u7b56\u5e76\u5c65\u884c\u6cd5\u5f8b\u4e49\u52a1\uff0c\u7528\u6237\u9700\u63d0\u4f9b\u6709\u6548\u7684\u653f\u5e9c\u7b7e\u53d1\u8bc1\u4ef6\uff08\u5982\u62a4\u7167\u3001\u9a7e\u7167\u6216\u56fd\u6c11\u8eab\u4efd\u8bc1\uff09\u5e76\u62cd\u6444\u5b9e\u65f6\u81ea\u62cd\u3002\u8eab\u4efd\u9a8c\u8bc1\u6570\u636e\u4ec5\u7528\u4e8e\u786e\u8ba4\u7528\u6237\u8eab\u4efd\u53ca\u5408\u89c4\u7528\u9014\uff0c\u4e0d\u4f1a\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\uff0c\u4e5f\u4e0d\u4f1a\u5171\u4eab\u7ed9\u7b2c\u4e09\u65b9\u7528\u4e8e\u8425\u9500\u3002

\n

\u82e5\u9a8c\u8bc1\u540e\u53d1\u73b0\u7528\u6237\u591a\u6b21\u8fdd\u53cd\u653f\u7b56\u3001\u6765\u81ea\u4e0d\u652f\u6301\u7684\u5730\u533a\u6216\u672a\u6ee1 18 \u5c81\uff0c\u5176\u8d26\u53f7\u4ecd\u53ef\u80fd\u88ab\u5c01\u7981\u3002

\n" }, { "author": { "url": "https://study.congcong.us/member/pks", "name": "pks", "avatar": "https://cdn.v2ex.com/avatar/8dcd/6797/754022_large.png?m=1771374522" }, "url": "https://study.congcong.us/t/1206031", "date_modified": "2026-04-15T04:24:03+00:00", "content_html": "[General]
bypass-system = true
skip-proxy = 127.0.0.1,192.168.0.0/16,10.0.0.0/8,172.16.0.0/12,100.64.0.0/10,localhost,*.local

[Proxy]
CLAUDE0409 = direct

[Rule]
# \u6838\u5fc3\u57df\u540d\uff08 DOMAIN-SUFFIX \u5df2\u8986\u76d6\u6240\u6709 *.anthropic.com \u5b50\u57df\u540d\uff09
DOMAIN-SUFFIX,anthropic.com,CLAUDE0409
DOMAIN-SUFFIX,claude.ai,CLAUDE0409
DOMAIN-SUFFIX,claude.com,CLAUDE0409
DOMAIN-SUFFIX,clau.de,CLAUDE0409
DOMAIN-SUFFIX,claudemcpclient.com,CLAUDE0409
DOMAIN-SUFFIX,claudeusercontent.com,CLAUDE0409

# CDN \u548c\u9759\u6001\u8d44\u6e90
DOMAIN,servd-anthropic-website.b-cdn.net,CLAUDE0409
DOMAIN,anthropic.com.cdn.cloudflare.net,CLAUDE0409

# \u8ba4\u8bc1 / \u5185\u5bb9
DOMAIN,anthropic.auth0.com,CLAUDE0409
DOMAIN,anthropic-com.ghost.io,CLAUDE0409

# \u76d1\u63a7\u548c\u9065\u6d4b
DOMAIN-SUFFIX,sentry.io,CLAUDE0409
DOMAIN-SUFFIX,statsigapi.net,CLAUDE0409
DOMAIN,browser-intake-us5-datadoghq.com,CLAUDE0409
DOMAIN-KEYWORD,datadog,CLAUDE0409
DOMAIN-KEYWORD,sift,CLAUDE0409

# \u5ba2\u670d / \u7b2c\u4e09\u65b9 widget
DOMAIN-SUFFIX,intercom.io,CLAUDE0409
DOMAIN-SUFFIX,intercomcdn.com,CLAUDE0409
DOMAIN,cdn.usefathom.com,CLAUDE0409

# IP \u6bb5 / ASN \u515c\u5e95
IP-CIDR,160.79.104.0/21,CLAUDE0409,no-resolve
IP-CIDR6,2607:6bc0::/32,CLAUDE0409,no-resolve
IP-ASN,399358,CLAUDE0409,no-resolve

FINAL,DIRECT", "date_published": "2026-04-15T04:08:18+00:00", "title": "Claude \u9632\u5c01\u5206\u6d41\u7684\u5b8c\u6574\u57df\u540d\u914d\u7f6e", "id": "https://study.congcong.us/t/1206031" }, { "author": { "url": "https://study.congcong.us/member/chenxiyu", "name": "chenxiyu", "avatar": "https://cdn.v2ex.com/gravatar/a64addd699bbca959f4bd77e94d22d39?s=73&d=retro" }, "url": "https://study.congcong.us/t/1205838", "title": "Claude 4.6\u3001GPT\u3001Gemini", "id": "https://study.congcong.us/t/1205838", "date_published": "2026-04-14T09:15:20+00:00", "content_html": "\u51fa\u552e\u4e00\u4e9b\u6807\u9898\u4e0a\u7684 token
4.6 \u6a21\u578b 0.8 \u6362\u4e00\u5200
GPT 0.4 \u4e00\u5200
Gemini 0.3 \u4e00\u5200" }, { "author": { "url": "https://study.congcong.us/member/RangerWolf", "name": "RangerWolf", "avatar": "https://cdn.v2ex.com/avatar/4c71/aefc/26354_large.png?m=1775298237" }, "url": "https://study.congcong.us/t/1205813", "date_modified": "2026-04-15T01:25:55+00:00", "content_html": "

\u6709\u4e00\u4e2a\u6e20\u9053\uff0c\u53ef\u4ee5\u63a5\u5165\u7eaf\u8840\u7684 Claude \uff0c\u4f46\u662f\u4ef7\u683c\u76f8\u6bd4\u4e2d\u8f6c\u7ad9\u6beb\u65e0\u4f18\u52bf\n\u4e0d\u77e5\u9053\u6709\u6ca1\u6709\u4eba\u9700\u8981

\n", "date_published": "2026-04-14T08:19:36+00:00", "title": "\u6709\u6ca1\u6709\u9700\u8981\u539f\u4ef7+\u7eaf\u8840\u7684 Claude \u6a21\u578b\uff1f", "id": "https://study.congcong.us/t/1205813" }, { "author": { "url": "https://study.congcong.us/member/enzocc", "name": "enzocc", "avatar": "https://cdn.v2ex.com/avatar/9b19/1a30/615649_large.png?m=1776148407" }, "url": "https://study.congcong.us/t/1205805", "title": "\u81ea\u5efa\u4e2d\u8f6c\u5c01\u53f7\u95ee\u9898", "id": "https://study.congcong.us/t/1205805", "date_published": "2026-04-14T07:49:16+00:00", "content_html": "

\u4f6c\u4eec\u5206\u6790\u4e0b\uff0c\u6211\u8fd9\u81ea\u5efa\u662f\u4e2a\u90a3\u4e2a\u73af\u8282\u95ee\u9898\u5bfc\u81f4\u5c01\u53f7\u7684

\n

kookey \u4e70\u7684\u9759\u6001\u4f4f\u5b85\uff0c\u7f8e\u56fd\u6d1b\u6749\u77f6 ip\n\"\"

\n

\u5168\u7a0b\u6307\u7eb9\u6d4f\u89c8\u5668\u5f00\u4f4f\u5b85\u4ee3\u7406\u6ce8\u518c outlook \u90ae\u7bb1\n\u7136\u540e\u7528 outlook \u90ae\u7bb1\u6ce8\u518c claude \uff0chero-sms \u63a5\u7801

\n

apple store \u5c3c\u65e5\u5229\u4e9a\u793c\u54c1\u5361\u8ba2\u9605 \u5168\u7a0b\u5f00\u7740\u4f4f\u5b85\u4ee3\u7406

\n

\u670d\u52a1\u533a\u4f7f\u7528\u7684 VMRack \u4e09\u7f51\u7cbe\u54c1\u670d\u52a1\u5668\u7f8e\u56fd\u6d1b\u6749\u77f6\u673a\u623f\n\u4f7f\u7528 Claude Relay Service \u642d\u5efa\u4e2d\u8f6c\u670d\u52a1

\n

\"\"

\n

\"\"

\n

\u4e2d\u5348\u642d\u5efa\u5b8c\u8fd8\u597d\u597d\u7684\u4f7f\u7528\uff0c\u665a\u4e0a\u4e0b\u73ed\u56de\u5bb6\u540e\u6709 claude cli \u6539\u4e86\u4e2a\u529f\u80fd 5 \u5c0f\u65f6\u989d\u5ea6\u7528\u4e86 91%\u5c31\u88ab\u5c01\u4e86

\n

\u6709\u4ec0\u4e48\u711a\u8bc0\u5206\u4eab\u4e0b\uff0c\u5404\u4f4d\u4f6c\n\u8fd8\u6709 pro \u8ba2\u9605 5 \u5c0f\u65f6\u989d\u5ea6\u771f\u4e0d\u591f\u7528

\n" }, { "author": { "url": "https://study.congcong.us/member/ccai", "name": "ccai", "avatar": "https://cdn.v2ex.com/gravatar/e8b88983426399f8402bd93f2b96b836?s=73&d=retro" }, "url": "https://study.congcong.us/t/1205621", "title": "\u53cd\u91cd\u529b\u91cc\u7684 Claude Opus 4.6 \u548c\u5b98\u7f51 Max/CLI \u7248\u6709\u533a\u522b\u5417\uff1f\u611f\u89c9\u53cd\u91cd\u529b\u6027\u4ef7\u6bd4\u7206\u68da\uff01", "id": "https://study.congcong.us/t/1205621", "date_published": "2026-04-13T15:49:14+00:00", "content_html": "\u5927\u5bb6\u597d\uff0c\u6700\u8fd1\u4e00\u76f4\u5728\u91cd\u5ea6\u4f7f\u7528\u5927\u6a21\u578b\uff0c\u6709\u4e2a\u7591\u60d1\u60f3\u8bf7\u6559\u4e00\u4e0b\u7528\u8fc7\u5b98\u7f51 Claude Max \uff08\u7279\u522b\u662f CLI \u7248\u672c\uff09\u7684\u5927\u4f6c\u4eec\uff1a

\u8bf7\u95ee\u5b98\u65b9\u539f\u7248\u7684 Opus 4.6 \uff0c\u548c\u6211\u4eec\u73b0\u5728\u201c\u53cd\u91cd\u529b\u201d\u5ba2\u6237\u7aef\u91cc\u8c03\u7528\u7684 Opus 4.6 \uff0c\u5728\u5b9e\u9645\u7684\u201c\u667a\u529b\u201d\u8868\u73b0\u3001\u957f\u6587\u672c\u4e0a\u4e0b\u6587\u4ee5\u53ca\u590d\u6742\u4ee3\u7801\u63a8\u7406\u4e0a\uff0c\u662f\u4e00\u6a21\u4e00\u6837\u7684\u6ee1\u8840\u7248\u5417\uff1f\u4e24\u8005\u5728\u5e95\u5c42\u9650\u5236\u4e0a\u6709\u4ec0\u4e48\u533a\u522b\u5417\uff1f

\u6211\u4e2a\u4eba\u7b97\u4e86\u4e00\u7b14\u8d26\uff0c\u5982\u679c\u5e95\u5c42\u6a21\u578b\u80fd\u529b\u5b8c\u5168\u4e00\u81f4\uff0c\u8003\u8651\u5230\u53cd\u91cd\u529b\u7684\u591a\u6a21\u578b\u5207\u6362\u673a\u5236\u548c\u79ef\u5206\u515c\u5e95\uff0c\u6211\u611f\u89c9\u53cd\u91cd\u529b\u7684\u6027\u4ef7\u6bd4\u771f\u7684\u5212\u7b97\u592a\u591a\u4e86\u3002

\u4e0d\u77e5\u9053\u6709\u6ca1\u6709\u4e24\u8fb9\u90fd\u6df1\u5ea6\u4f53\u9a8c\u8fc7\u7684\u5927\u4f6c\uff0c\u80fd\u6765\u5206\u4eab\u4e00\u4e0b\u771f\u5b9e\u7684\u4f53\u611f\uff1f\u6c42\u6392\u96f7\u6216\u62d4\u8349\uff0c\u591a\u8c22\uff01" }, { "author": { "url": "https://study.congcong.us/member/pkxutao", "name": "pkxutao", "avatar": "https://cdn.v2ex.com/avatar/97a8/d88d/183691_large.png?m=1699952595" }, "url": "https://study.congcong.us/t/1205566", "date_modified": "2026-04-14T02:57:31+00:00", "content_html": "\u8bf7\u95ee\u5927\u5bb6 claude \u662f\u600e\u4e48\u5145\u503c\u7684\uff1f\u627e\u95f2\u9c7c\u4ee3\u5145\u6015\u9047\u5230\u9ed1\u5361\uff0c\u6211\u60f3\u901a\u8fc7 appstore \u7f8e\u533a\u8d26\u53f7\u6765\u5145\uff0c\u4f46\u662f\u8fd9\u79cd\u65b9\u5f0f\u80fd\u5f00\u53d1\u7968\u5417\uff1f \u8bf7\u95ee\u5927\u5bb6\u6709\u6ca1\u6709\u7ecf\u9a8c \u6216\u8005\u5176\u4ed6\u7a33\u5b9a\u6e20\u9053", "date_published": "2026-04-13T10:47:34+00:00", "title": "claude \u9760\u8c31\u5145\u503c\u6e20\u9053", "id": "https://study.congcong.us/t/1205566" }, { "author": { "url": "https://study.congcong.us/member/yuhui0531", "name": "yuhui0531", "avatar": "https://cdn.v2ex.com/gravatar/51f0c3a05ae2e167eec8dff8df613f3f?s=73&d=retro" }, "url": "https://study.congcong.us/t/1205255", "title": "\u6ce8\u518c\u5c3c\u65e5\u5229\u4e9a\u533a\u57df\u7684\u65b9\u6cd5\uff0c\u5305\u62ec\u5982\u4f55\u66f4\u6539\u533a\u57df", "id": "https://study.congcong.us/t/1205255", "date_published": "2026-04-12T05:12:27+00:00", "content_html": "

\u73b0\u72b6

\n

\u73b0\u5728\u5c3c\u65e5\u5229\u4e9a\u533a\u7684 Claude \u8ba2\u9605\u4ef7\u683c\u786e\u5b9e\u5f88\u9999\uff0c\u548c\u56fd\u533a\u76f8\u6bd4\uff0c\u5dee\u4e0d\u591a\u80fd\u7701\u4e0b\u8fd1 60 \u5143\u4eba\u6c11\u5e01\u3002\u4e5f\u6b63\u56e0\u4e3a\u8fd9\u6837\uff0c\u6700\u8fd1\u4e0d\u5c11\u540c\u5b66\u90fd\u5728\u7814\u7a76\u600e\u4e48\u6ce8\u518c\u5c3c\u65e5\u5229\u4e9a\u533a\u7684 Apple ID \u3002

\n

\u5f88\u591a\u4eba\u7b2c\u4e00\u6b65\u5176\u5b9e\u90fd\u633a\u987a\u5229\uff1a\u76f4\u63a5\u53bb iCloud \u5b98\u7f51\u6ce8\u518c\uff0c\u5f80\u5f80\u5f88\u5feb\u5c31\u80fd\u6210\u529f\u3002\u7ed3\u679c\u6ee1\u6000\u671f\u5f85\u5730\u8dd1\u53bb App Store \u767b\u5f55\u65f6\uff0c\u5374\u5f53\u573a\u88ab\u6cfc\u4e86\u4e00\u76c6\u51b7\u6c34\u2014\u2014\u8d26\u53f7\u533a\u57df\u4e0d\u662f\u88ab\u5207\u56de\u4e86\u56fd\u533a\uff0c\u5c31\u662f\u83ab\u540d\u53d8\u6210\u4e86\u571f\u8033\u5176\u533a\u4e4b\u7c7b\u7684\u5176\u4ed6\u533a\u57df\u3002

\n

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\n

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1. \u6ce8\u518c

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\n" }, { "author": { "url": "https://study.congcong.us/member/kyriexu", "name": "kyriexu", "avatar": "https://cdn.v2ex.com/gravatar/b4a587997b8afe6c6daf918bef4c21eb?s=73&d=retro" }, "url": "https://study.congcong.us/t/1204988", "title": "\u5982\u679c google play \u8ba2\u9605\u7684 claude code \u88ab\u5c01\u53f7\u4e4b\u540e\u8fd8\u80fd\u65b0\u5efa\u4e00\u4e2a cc \u5e10\u53f7\u518d\u7528\u76f8\u540c\u7684 play \u5e10\u53f7\u8ba2\u9605\u5417", "id": "https://study.congcong.us/t/1204988", "date_published": "2026-04-10T10:41:17+00:00", "content_html": "

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\u90e8\u5206\u5185\u5bb9\u9884\u89c8



", "date_published": "2026-04-09T09:12:17+00:00", "title": "\u770b\u5230\u4e0d\u5c11 V \u53cb\u70b9 star,\u6b63\u5f0f\u53d1\u4e0b\u81ea\u5df1\u603b\u7ed3\u7684 AI'\u767d\u76ae\u4e66',\u6b22\u8fce\u5927\u5bb6\u63d0\u610f\u89c1", "id": "https://study.congcong.us/t/1204674" }, { "author": { "url": "https://study.congcong.us/member/rookie9527", "name": "rookie9527", "avatar": "https://cdn.v2ex.com/gravatar/d4f80d7966d12d7331beb9165957b7ff?s=73&d=retro" }, "url": "https://study.congcong.us/t/1204641", "title": "claude code \u7a76\u7adf\u600e\u4e48\u624d\u80fd\u7a33\u5b9a\u5b58\u6d3b\uff1f\u8fd8\u6709\u5565\u66ff\u4ee3\u54c1\uff1f", "id": "https://study.congcong.us/t/1204641", "date_published": "2026-04-09T07:37:08+00:00", "content_html": "

cursor \u73b0\u5728\u7684\u8ba2\u9605\u6a21\u5f0f\u6309 token \u8ba1\u8d39\uff0c$20 \u7684\u8ba2\u9605 token \u4e00\u5929\u5c31\u6ca1\u4e86\u3002\u60f3\u6362 claude \uff0c\u7814\u7a76\u4e86\u534a\u5929\u770b\u8001\u54e5\u4eec\u8bf4\u7528\u7f8e\u533a app store \u793c\u54c1\u5361\u8ba2\u9605\uff0c\u793c\u54c1\u5361\u90fd\u4e70\u597d\u4e86\uff0c\u4e0b\u4e86 claude \u7528\u8c37\u6b4c\u767b\u5f55\u76f4\u63a5\u88ab\u5c01\u2026\u2026\u751a\u81f3\u8fd8\u6ca1\u770b\u5230\u8ba2\u9605\u6309\u94ae\u3002

\n

\u6709\u5176\u4ed6\u8001\u54e5\u8bf4\u7528 GLM5.1 \uff0c\u7ed3\u679c\u8fd9\u73a9\u610f\u513f\u76f4\u63a5\u4e0a\u9650\u6d41\u9650\u8d2d\u4e1d\u6ed1\u8fde\u62db\u3002

\n

\u5176\u5b83\u6a21\u578b\u8ddf opus sonnet \u5dee\u8ddd\u8fd8\u662f\u6709\u70b9\u5927\uff0c\u6709\u6ca1\u6709\u957f\u671f\u7a33\u5b9a\u4f7f\u7528 cc \u7684\u8001\u54e5\u5206\u4eab\u4e0b\u81ea\u5df1\u7684\u7f51\u7edc\uff08\u81ea\u5efa VPS \uff1f\u673a\u573a\uff1f\uff09\u548c\u652f\u4ed8\u65b9\u5f0f\uff08\u6d77\u5916\u94f6\u884c\u5361\uff1f app store \u8ba2\u9605\uff1f\uff09\uff1f

\n

\u9274\u4e8e\u6211\u521a\u767b\u5f55\u5c31\u88ab\u5c01\u4e86\uff0c\u5982\u679c\u6709\u8001\u54e5\u80fd\u5206\u4eab\u4e0b\u767b\u5f55\u7528\u4ec0\u4e48\u6e20\u9053\u4e5f\u5f88\u611f\u6fc0\u2026\u2026

\n" }, { "author": { "url": "https://study.congcong.us/member/germain", "name": "germain", "avatar": "https://cdn.v2ex.com/avatar/0715/d0f5/464874_large.png?m=1774578043" }, "url": "https://study.congcong.us/t/1204475", "title": "Claude Opus \u4f3c\u4e4e\u662f\u5b98\u65b9\u964d\u667a\u4e86\uff0c\u6d17\u8f66\u9898\u5931\u8d25", "id": "https://study.congcong.us/t/1204475", "date_published": "2026-04-08T23:57:56+00:00", "content_html": "\u5982\u56fe
" }, { "author": { "url": "https://study.congcong.us/member/jamesliu", "name": "jamesliu", "avatar": "https://cdn.v2ex.com/avatar/cc08/c1e3/128007_large.png?m=1699237245" }, "url": "https://study.congcong.us/t/1204341", "title": "claude code 20x \u88ab\u5c01\u6c42\u6307\u5bfc", "id": "https://study.congcong.us/t/1204341", "date_published": "2026-04-08T07:53:35+00:00", "content_html": "

\u5404\u4f4d\u5927\u725b\u5b50\uff0c\u73b0\u5728\u6211\u8fd8\u80fd\u91cd\u5f00\u53f7\u5417\uff1f\u5bb6\u5bbd\u7f51\u7edc\u8fd8\u53ef\u4ee5\u767b\u9646\u5417\uff1f\n\u521a\u521a\u8bd5\u4e86\u4e00\u4e0b codex \u96be\u53d7\u7684\u50cf\u5403\u5c4e

\n\n" }, { "author": { "url": "https://study.congcong.us/member/qxmqh", "name": "qxmqh", "avatar": "https://cdn.v2ex.com/avatar/2a36/708f/643486_large.png?m=1766380491" }, "url": "https://study.congcong.us/t/1204310", "date_modified": "2026-04-08T08:41:03+00:00", "content_html": "Claude Mythos vs Claude Opus 4.6

SWE-bench Verifed:93.9% -- 80.8%
SWE-bench Pro:77.8% -- 53.4%
SWE-bench-Multilingual:87.3% -- 77.8%
SWE-benchMultimodal:59% -- 27.1%



https://www-cdn.anthropic.com/53566bf5440a10affd749724787c8913a2ae0841.pdf", "date_published": "2026-04-08T06:25:05+00:00", "title": "\u54b1\u4eec\u8fd9\u4e00\u8f88\uff0c\u771f\u53ef\u80fd\u662f\u6700\u540e\u4e00\u4ee3\u4eba\u7c7b\u7a0b\u5e8f\u5458\u4e86\uff01", "id": "https://study.congcong.us/t/1204310" }, { "author": { "url": "https://study.congcong.us/member/Lambert2022", "name": "Lambert2022", "avatar": "https://cdn.v2ex.com/avatar/94fe/77db/581924_large.png?m=1751208551" }, "url": "https://study.congcong.us/t/1204235", "title": "Claude code \u8ba2\u9605", "id": "https://study.congcong.us/t/1204235", "date_published": "2026-04-08T02:56:02+00:00", "content_html": "

\u5927\u5bb6\u662f\u600e\u4e48\u8fdb\u884c\u8ba2\u9605\u7684\uff0c\u4e4b\u524d\u6709\u4e00\u5f20 wild card \uff0c\u73b0\u5728\u4e5f\u8dd1\u8def\u4e86\u3002

\n" }, { "author": { "url": "https://study.congcong.us/member/kevin96", "name": "kevin96", "avatar": "https://cdn.v2ex.com/avatar/e567/c10e/615517_large.png?m=1775614096" }, "url": "https://study.congcong.us/t/1204217", "date_modified": "2026-04-08T02:49:52+00:00", "content_html": "
    \n
  1. \n

    Replit\uff1a\u91cf\u5927\u7ba1\u9971\uff0c\u6709\u5927\u4f6c\u5df2\u7ecf\u653e\u711a\u51b3\u4e86\uff0c\u53ef\u4ee5\u90ae\u7bb1\u6ce8\u518c\uff0c1 \u4e2a\u53f7\u662f 5 \u5200\u7684\u989d\u5ea6\uff0c\u4f46\u662f\u5982\u679c\u4f60\u514d\u8d39\u7ed1\u4e2a\u5361\u641e\u4f1a\u5458\uff0c\u7136\u540e\u518d\u64a4\u6389\u4f1a\u5458\uff0c\u90a3\u4e48\u5c31\u662f 120 \u5200 x2=240 \u5200\u7684\u989d\u5ea6\u3002

    \n
    2. \n
  2. \n

    Anything\uff1a\u5f00\u4e2a\u6ce8\u518c\u673a\u5c31\u80fd\u6279\u91cf\u5237\u514d\u8d39\u53f7\uff0c\u57fa\u672c\u5bf9\u4e8e\u90ae\u7bb1\u540e\u7f00\u6ca1\u6709\u8981\u6c42\uff0c\u7136\u540e\u518d\u53e0\u52a0 2api \u7684\u8f6f\u4ef6\uff0c\u4e5f\u662f\u597d\u7528\u7684\uff0c\u5c31\u662f\u6162\u4e00\u70b9\u3002

    \n
    3. \n
  3. \n

    Accio\uff1a\u6709\u989d\u5ea6\uff0c\u4f46\u662f\u6ce8\u518c\u4f3c\u4e4e\u6709\u70b9\u56f0\u96be\u4e86\uff0c\u5bf9\u4e8e \u4ee3\u7406\u7ebf\u8def\u3001\u90ae\u7bb1\u540e\u7f00\u7b49\u90fd\u8981\u6c42\u597d\u4e25\uff0c\u57fa\u672c\u5c31\u662f\u6ce8\u518c\u673a\u78b0\u8fd0\u6c14\uff0c\u800c\u4e14\u8fd8\u7ecf\u5e38\u5c01\u53f7\uff0c\u6211\u672c\u5730\u5904\u4e8e\u522b\u6ce8\u518c\u522b\u5c01\u53f7\u7684\u72b6\u6001\uff0c\u57fa\u672c\u80fd\u7ef4\u6301\u53ef\u7528\uff0c\u5c5e\u4e8e\u4fdd\u5e95\u65b9\u6848\u4e86\u3002

    \n
    4. \n
\n

\u514d\u8d39\u767d\u5ad6 Claude \u6a21\u578b\u6559\u7a0b\uff0c3 \u5206\u949f\u5c31\u80fd\u7528

\n
    \n
  1. \n

    \u6ce8\u518c\n\u6253\u5f00 Replit \u6ce8\u518c\u8d26\u53f7\uff0c\u9009\u62e9 \u514d\u8d39\u8ba1\u5212\u3002

    \n
    2. \n
  2. \n

    \u8f93\u5165 Prompt\n\u5728\u9996\u9875\u8f93\u5165\u4e0b\u9762\u7684 Prompt \uff0c\u6309\u63d0\u793a\u7ee7\u7eed\u64cd\u4f5c\u3002

    \n
    3. \n
\n
\u76ee\u6807\uff1a\u5728 Replit pnpm monorepo \u4e2d\u5efa\u7acb OpenAI \u517c\u5bb9\u53cd\u4ee3 API \u5e76\u53d1\u5e03\u3002\n\n [\u73af\u5883\u51c6\u5907] \n1. \u5728 Replit Integrations \u4e2d\u6dfb\u52a0 OpenAI \u548c Anthropic AI \u96c6\u6210\n2. \u8bbe\u7f6e Secret\uff1aPROXY_API_KEY \uff08\u4efb\u610f\u5b57\u7b26\u4e32\uff0c\u4f5c\u4e3a Bearer Token \uff09\u3001SESSION_SECRET\n\n [ API Server \u4fee\u6539] \n\u6587\u4ef6\uff1aartifacts/api-server/src/routes/proxy.ts\n- \u521b\u5efa GET /v1/models \uff0c\u8fd4\u56de\u6a21\u578b\u5217\u8868\uff08 gpt-5.2, gpt-5-mini, gpt-5-nano, o4-mini, o3, claude-opus-4-6, claude-sonnet-4-6, claude-haiku-4-5 \uff09\n- \u521b\u5efa POST /v1/chat/completions\uff1a\n  - \u9a8c\u8bc1 Authorization: Bearer ${PROXY_API_KEY}\uff0c\u5931\u8d25\u8fd4\u56de 401\n  - \u6309 model \u524d\u7f00\u5206\u53d1\uff1agpt/o \u5f00\u5934\u2192OpenAI client \uff0cclaude \u5f00\u5934\u2192Anthropic client\n  - Anthropic \u9700\u8f6c\u6362\u683c\u5f0f\uff1a\u63d0\u53d6 system \u6d88\u606f\uff0cmessages \u53ea\u4fdd\u7559 user/assistant\n  - \u652f\u6301 stream=true\uff1a\u8bbe\u7f6e Content-Type: text/event-stream \uff0cX-Accel-Buffering: no \uff0cres.flushHeaders()\n  - OpenAI \u6d41\uff1a\u76f4\u63a5\u900f\u4f20 chunk \uff0c\u6bcf\u5757 res.flush()\n  - Anthropic \u6d41\uff1a\u5c06 content_block_delta \u8f6c\u4e3a OpenAI chunk \u683c\u5f0f\uff0c\u6bcf\u5757 res.flush()\n  - \u6bcf 5 \u79d2\u53d1\u9001 keepalive (\": keepalive\\n\\n\")\uff0creq.on(\"close\") \u65f6 clearInterval \uff0c\u7528 try/finally \u9632 500\n  - \u975e\u6d41\uff1a\u7b49\u5f85\u5b8c\u6574\u54cd\u5e94\u540e\u8fd4\u56de OpenAI \u683c\u5f0f JSON\n  - Express body limit \u8bbe\u4e3a 50mb\n\n\u6587\u4ef6\uff1aartifacts/api-server/src/app.ts\n- app.use(\"/v1\", proxyRouter)\n\n\u6587\u4ef6\uff1aartifacts/api-server/.replit-artifact/artifact.toml\n- paths \u6570\u7ec4\u52a0\u5165 \"/v1\"\n\n [\u524d\u7aef\u95e8\u6237] \n\u7528 createArtifact({ artifactType: \"react-vite\", slug: \"api-portal\", previewPath: \"/\", title: \"API Portal\" }) \u521b\u5efa artifact\n\nApp.tsx \u529f\u80fd\uff1a\n- fetch(`${window.location.origin}/api/healthz`) \u68c0\u6d4b\u5728\u7ebf\u72b6\u6001\n- \u5c55\u793a Base URL \u3001/v1/models \u3001/v1/chat/completions \u3001API Key \u8bf4\u660e\n- \u590d\u5236\u6309\u94ae\n- CherryStudio 4 \u6b65\u8bbe\u7f6e\u6307\u5f15\n- \u6a21\u578b\u5217\u8868\n- \u6df1\u8272\u4e3b\u9898\n\n [\u53d1\u5e03] \n- \u542f\u52a8\u4e24\u4e2a workflow\uff1aapi-server \u548c api-portal\n- presentArtifact({ artifactId: \"artifacts/api-portal\" })\n- suggestDeploy()\n- \u53d1\u5e03\u540e\u57df\u540d\u5373\u4e3a CherryStudio \u7684 Base URL\n\n
\n
    \n
  1. \u586b\u5199 API Key\n\u521b\u5efa\u8fc7\u7a0b\u4e2d\u4f1a\u5f39\u51fa\u7a97\u53e3\uff0c\u8ba9\u4f60\u586b\u5199 API Key\u3002\n\u8fd9\u4e2a Key \u9700\u8981\u81ea\u5df1\u521b\u5efa\uff0c\u5e76\u4e14\u4e00\u5b9a\u8981\u4fdd\u5b58\u597d\uff0c\u540e\u9762\u4e0d\u4f1a\u518d\u663e\u793a\u3002
    2. \n
\n

\"\"

\n
    \n
  1. \u83b7\u53d6\u5730\u5740\n\u521b\u5efa\u5b8c\u6210\u540e\uff0c\u4f1a\u663e\u793a\u4e00\u4e2a\u63a5\u53e3\u5730\u5740\uff0c\u4f8b\u5982\uff1a
    2. \n
\n
https://xxx--username.replit.app\n
\n

Base URL\uff1a\u4e0a\u9762\u7684\u5730\u5740\nAPI Key\uff1a\u4f60\u521a\u624d\u586b\u5199\u7684\u90a3\u4e2a Key

\n", "date_published": "2026-04-08T02:17:18+00:00", "title": "\u8fd1\u671f\u514d\u8d39\u7684 opus \u6e20\u9053", "id": "https://study.congcong.us/t/1204217" }, { "author": { "url": "https://study.congcong.us/member/westisc", "name": "westisc", "avatar": "https://cdn.v2ex.com/gravatar/97680debac702c567e3f158edeef650a?s=73&d=retro" }, "url": "https://study.congcong.us/t/1204213", "date_modified": "2026-04-08T08:40:58+00:00", "content_html": "

https://red.anthropic.com/2026/mythos-preview/

\n

https://www.anthropic.com/glasswing\n\u597d\u50cf\u8fd8\u53ea\u662f\u5927\u516c\u53f8\u7ea7\u522b\u7684\u5185\u6d4b\uff1f

\n", "date_published": "2026-04-08T02:07:48+00:00", "title": "Claude \u65b0\u6a21\u578b mythos preview \u53d1\u5e03\u4e86", "id": "https://study.congcong.us/t/1204213" }, { "author": { "url": "https://study.congcong.us/member/scf2024", "name": "scf2024", "avatar": "https://cdn.v2ex.com/avatar/cdd0/6c57/671283_large.png?m=1775123384" }, "url": "https://study.congcong.us/t/1204152", "title": "\u88ab\u5c01\u4e86\u4e09\u4e2a claude pro \u8d26\u53f7\u7684\u4e00\u4e9b\u7ecf\u9a8c", "id": "https://study.congcong.us/t/1204152", "date_published": "2026-04-07T16:09:44+00:00", "content_html": "\u6700\u8fd1\u603b\u8ba1\u88ab\u5c01\u4e86\u4e09\u4e2a claude pro \u8d26\u53f7\uff0c\u603b\u7ed3\u4e0b\u7ecf\u9a8c\uff0c\u7ed9 v \u53cb\u53c2\u8003\u3002

\u7b2c\u4e00\u4e2a\uff0c\u8c37\u6b4c\u90ae\u7bb1\u6ce8\u518c\u767b\u5f55\uff0csms \u5e73\u53f0\u63a5\u7801\uff0c24 \u5e74 11 \u6708\u4efd\u6ce8\u518c\u7684 Claude \uff0c25 \u5e74\u5076\u5c14\u7528 google play \u5185\u8d2d\u8ba2\u9605 pro \u8d26\u53f7\uff0c\u8282\u70b9\u5c31\u662f\u7f8e\u56fd\u673a\u573a\uff0c\u5728 26 \u5e74 1 \u6708 21 \u7528\u4e86 bitget u \u5361\u8ba2\u9605\u4e86 pro

\u7136\u540e\u5728 2 \u6708 1 \u65e5\uff0c\u4e0d\u5c0f\u5fc3\u5728\u9999\u6e2f\u8282\u70b9\u8fdb\u5165\u4e86 claude \uff0cClaude \u4e3b\u9875\u663e\u793a\u9519\u8bef\uff0c\u7136\u540e\u5728 2 \u6708 2 \u65e5\u6536\u5230\u4e86\u8d26\u53f7\u88ab\u5c01\u4e86\u7684\u6d88\u606f\uff0c\u76f4\u63a5\u539f\u8def\u9000\u4e86\u5168\u6b3e\uff1b



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