{ "version": "https://jsonfeed.org/version/1", "title": "\u7a0b\u5e8f\u5458", "description": "While code monkeys are not eating bananas, they're coding.", "home_page_url": "go/programmer", "feed_url": "feed/programmer.json", "icon": "https://cdn.v2ex.com/navatar/94f6/d7e0/300_large.png?m=1733731195", "favicon": "https://cdn.v2ex.com/navatar/94f6/d7e0/300_normal.png?m=1733731195", "items": [ { "author": { "url": "member/neword", "name": "neword", "avatar": "https://cdn.v2ex.com/avatar/df3c/befb/487951_large.png?m=1774628191" }, "url": "t/1208630", "title": "\u8c08\u8c08\u7528 Claudecode \u8f85\u52a9\u521b\u5efa\u4e00\u4e2a shopify \u7f51\u7ad9\u9700\u8981\u591a\u4e45\uff0c\u591a\u5c11\u94b1", "id": "t/1208630", "date_published": "2026-04-26T09:04:00+00:00", "content_html": "\u7f51\u7ad9\u5df2\u7ecf\u642d\u5efa\u51fa\u6765\u5e76\u987a\u5229\u4e0a\u7ebf\u4e86\uff1a\u7f51\u5740 ineanplay.com \uff0c\u8fd9\u662f\u4e00\u5bb6\u51fa\u552e\u81ea\u52a8 OKEY \u684c\u7684\u7f51\u7ad9\u3002
\u5728\u642d\u5efa\u4e4b\u524d\u54a8\u8be2\u4e86\u5927\u6982\u8d39\u7528: \u524d\u540c\u4e8b\u6536 2500 \uff0c\u54b8\u9c7c 700 \uff0c\u6dd8\u5b9d 1500 \u3002
\u6700\u540e\u9009\u62e9\u5c1d\u8bd5\u7528 AI \u6765\u89e3\u51b3\u95ee\u9898\uff0c\u9009\u62e9\u4e86 claude sonnet4.6 \u7ed9\u4e86\u6211\u6280\u672f\u65b9\u6848\uff0c\u6700\u7ec8\u65b9\u6848\u4f7f\u7528 shopify \u7684\u81ea\u8ba2 liquid \u529f\u80fd\uff0c\u7531\u4e8e\u6211\u4e0d\u662f claude \u7684\u4ed8\u8d39\u7528\u6237\uff0c\u518d\u4ed6\u7ed9\u5b8c\u7b2c\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff0c\u6211\u586b\u5199\u8fdb\u53bb\u6d4b\u8bd5\u901a\u8fc7\u540e\uff0c\u540e\u9762\u6211\u5c31\u4f7f\u7528\u7684 gemini pro \u4eff\u7167\u8fd9\u4e2a\u4ee3\u7801\u505a\u4e86\u5176\u4ed6\u9875\u9762\u3002
\u603b\u8ba1\u82b1\u8d39 98 \u5143\uff0c\u4e00\u4e2a gemini \u5b66\u751f\u5e74\u8d39\u3002

\u4f60\u4eec\u7684\u9879\u76ee\u6709\u4ec0\u4e48\uff0c\u8fd0\u884c\u8d77\u6765\u4e86\u5417\uff1f\u53e6\u5916\u60f3\u95ee\u7684\u662f\uff0c\u73b0\u5728\u7f51\u7ad9\u642d\u5efa\u8d77\u6765\u4e86\uff0c\u6211\u5e94\u8be5\u505a\u4e9b\u4ec0\u4e48\u624d\u80fd\u83b7\u5f97\u6d41\u91cf\u5462\uff0c\u597d\u50cf\u5e76\u6ca1\u6709\u54ea\u4e2a Agent \u53ef\u4ee5\u4e0a\u624b\u4e00\u6b21\u6027\u8dd1\u901a\u5173\u4e8e\u5e7f\u544a\u6295\u653e\u7684\u4e8b\u4f8b\uff0c\u4f60\u77e5\u9053\u5417\uff1f" }, { "author": { "url": "member/longxinglink", "name": "longxinglink", "avatar": "https://cdn.v2ex.com/gravatar/5f8b8438d13f53795ba4c6db08e1afeb?s=73&d=retro" }, "url": "t/1208629", "title": "Codex agentic loop \u4f1a\u5bfc\u81f4\u4ee3\u7801\u4e25\u91cd\u81a8\u80c0\uff0c\u6709\u4eba\u9047\u5230\u5417\uff1f\u6709\u6ca1\u6709\u7cfb\u7edf\u6027\u7684\u89e3\u6cd5\uff1f", "id": "t/1208629", "date_published": "2026-04-26T08:40:33+00:00", "content_html": "

\u5177\u4f53\u6848\u4f8b\uff1aV2EX Safe Reading Helper 5.3.0\uff0c\u4e00\u4e2a\u6cb9\u7334\u811a\u672c\uff0c\u6838\u5fc3\u903b\u8f91\u4e0d\u590d\u6742\uff0c\u4f46 530 \u884c\u91cc\u80fd\u6e05\u695a\u770b\u5230\u51e0\u5c42\u53e0\u52a0\u75d5\u8ff9\uff1a

topic \u6765\u6e90\u4ece API \u4e00\u8def\u52a0\u5230 /recent\u3001\u8282\u70b9\u9875\u3001ID \u9010\u4e2a\u626b\u63cf\u2014\u2014\u6bcf\u6b21\u62ff\u4e0d\u5230\u5e16\u5b50\u5c31\u52a0\u4e00\u4e2a fallback \uff0c\u4e92\u76f8\u6ca1\u6709\u5408\u5e76
\u4e24\u5957 refill \u9632\u91cd\u5165\u5e76\u5b58\uff08isRefilling flag + refillPromise \u4e92\u65a5\uff09
legacy key \u8fc1\u79fb\u4ee3\u7801\u6c38\u8fdc\u7559\u5728\u8fd0\u884c\u65f6\uff0c\u8dd1\u4e00\u6b21\u4e4b\u540e\u5c31\u662f\u6b7b\u4ee3\u7801
hasGMStorage() \u6bcf\u6b21\u8bfb\u5199\u90fd\u68c0\u6d4b\uff0c\u800c\u4e0d\u662f\u521d\u59cb\u5316\u65f6\u786e\u5b9a\u4e00\u6b21
\u5bf9\u4e00\u4e2a\u7ffb\u9875\u811a\u672c\u52a0\u4e86\u5b8c\u6574\u7684\u767d\u5c4f watchdog + \u81ea\u52a8\u5237\u65b0\u6062\u590d\u673a\u5236

\u6a21\u578b\u6bcf\u6b21\u62a5\u9519\u5c31\u5f80\u4e0a\u5806\uff0c\u4e0d\u56de\u5934\u6e05\u7406\uff0c\u4e0d\u5408\u5e76\u903b\u8f91\u3002

\u6709\u6ca1\u6709\u7cfb\u7edf\u6027\u7684\u89e3\u6cd5\uff1f\u8fd8\u662f\u8bf4\u8fd9\u5c31\u662f\u73b0\u9636\u6bb5 agentic coding \u7684\u56fa\u6709\u7f3a\u9677\uff1f

\n" }, { "author": { "url": "member/xuxueli", "name": "xuxueli", "avatar": "https://cdn.v2ex.com/avatar/3cbb/87c5/219375_large.png?m=1765041421" }, "url": "t/1208621", "title": "AI \u7f16\u7a0b\u5b9e\u6218\uff1a Claude Code + IDEA \u7684\u6c89\u6d78\u5f0f\u7f16\u7a0b\u65b9\u6848", "id": "t/1208621", "date_published": "2026-04-26T07:49:16+00:00", "content_html": "

\u4e00\u3001Claude Code \u4ecb\u7ecd

Claude Code \u662f Anthropic \u63a8\u51fa\u7684\u9762\u5411\u5f00\u53d1\u8005\u7684 AI \u7f16\u7a0b\u534f\u4f5c\u5de5\u5177\uff0c\u4e0e\u4f20\u7edf\u7684 Chat \u6a21\u5f0f\u4e0d\u540c\uff0cClaude Code \u662f\u4e00\u4e2a\u80fd\u8bfb\u9879\u76ee\u3001\u61c2\u4e0a\u4e0b\u6587\u3001\u9075\u5b88\u7ea6\u675f\u7684 AI \u7f16\u7a0b\u642d\u6863\u3002

Claude Code \u6838\u5fc3\u76ee\u6807\u662f\u7406\u89e3\u4f60\u7684\u6574\u4e2a\u9879\u76ee\uff0c\u5e76\u53c2\u4e0e\u5230\u771f\u5b9e\u7684\u7f16\u7801\u3001\u4fee\u6539\u548c\u91cd\u6784\u8fc7\u7a0b\u4e2d\uff0c\u4e3b\u8981\u5177\u5907\u4e09\u70b9\u7279\u5f81\uff1a

\u4e0a\u4e0b\u6587\u611f\u77e5\uff1a\u4e0d\u4ec5\u7406\u89e3\u5355\u4e2a\u6587\u4ef6\uff0c\u800c\u662f\u7406\u89e3\u6574\u4e2a\u9879\u76ee\u7ed3\u6784
\u5de5\u7a0b\u5316\u5bfc\u5411\uff1a\u5173\u6ce8\u53ef\u7ef4\u62a4\u6027\u3001\u89c4\u8303\u3001\u6d4b\u8bd5\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u4ee3\u7801
\u53ef\u5b9a\u5236\u884c\u4e3a\uff1a\u901a\u8fc7 Skills \uff08\u6280\u80fd\u5305\uff09\u8ba9 AI \u9075\u5b88\u4f60\u7684\u89c4\u5219

\u4e8c\u3001Coding Plan \u9009\u62e9

Claude Code \u5b98\u65b9\u652f\u6301\u901a\u8fc7 Claude \u8ba2\u9605 \u6216 Anthropic \u8d26\u6237 \u5f00\u901a\u4f7f\u7528\uff0c\u540c\u65f6\u4e5f\u652f\u6301\u7b2c\u4e09\u65b9\u63d0\u4f9b\u5546\uff1b\u672c\u6587\u4ee5\u7b2c\u4e09\u65b9 Coding Plan \uff08\u963f\u91cc\u4e91\u767e\u70bc\uff09\u4e3a\u4f8b\u8fdb\u884c\u8bb2\u89e3\u3002

\n
PS\uff1a\u4e1a\u754c\u5b58\u5728\u591a\u5bb6\u517c\u5bb9 Anthropic \u534f\u8bae\u7684\u6a21\u578b\u4f9b\u5e94\u5546\uff0c\u53ef\u53c2\u8003\u9009\u62e9\uff1a\u963f\u91cc\u4e91\u767e\u70bc\u3001\u200c\u667a\u8c31 AI \u3001DeepSeek ... \u7b49\u3002
\n

$\"img\"$

\u4e09\u3001Claude Code \u5b89\u88c5\u914d\u7f6e

3.1 \u3001Claude Code \u547d\u4ee4\u5b89\u88c5

Claude Code \u63d0\u4f9b\u591a\u79cd\u4ea7\u54c1\u5f62\u6001\uff0cTerminal \u5f62\u6001\u63d0\u4f9b\u529f\u80fd\u5b8c\u6210\u7684 CLI \uff0c\u7528\u4e8e\u76f4\u63a5\u5728\u7ec8\u7aef\u4e2d\u4f7f\u7528 Claude Code \u7f16\u8f91\u6587\u4ef6\u3001\u8fd0\u884c\u547d\u4ee4\uff0c\u5e76\u4ece\u547d\u4ee4\u884c\u7ba1\u7406\u6574\u4e2a\u9879\u76ee\u3002

\u9488\u5bf9 Mac \u7528\u6237\u53ef\u9009\u62e9 Brew \u65b9\u5f0f\u5b89\u88c5\uff1a

brew install --cask claude-code\n

3.2 \u3001Claude Code \u914d\u7f6e Coding Plan

a \u3001\u521d\u59cb\u5316\u300c\u6d41\u7a0b\u914d\u7f6e\u6587\u4ef6\u300d\uff1a ~/.claude/settings.json

vi ~/.claude/settings.json\n

b \u3001\u7f16\u8f91\u300c\u6d41\u7a0b\u914d\u7f6e\u6587\u4ef6\u300d\uff1a

\u5c06 YOUR_API_KEY \u66ff\u6362\u4e3a Coding Plan \u4e13\u5c5e API Key \uff1b\u4fdd\u5b58\u914d\u7f6e\u6587\u4ef6\uff0c\u91cd\u65b0\u6253\u5f00\u4e00\u4e2a\u7ec8\u7aef\u5373\u53ef\u751f\u6548\u3002

{ \n \"env\": {\n \"ANTHROPIC_AUTH_TOKEN\": \"YOUR_API_KEY\",\n \"ANTHROPIC_BASE_URL\": \"https://coding.dashscope.aliyuncs.com/apps/anthropic\",\n \"ANTHROPIC_MODEL\": \"qwen3.6-plus\",\n \"ANTHROPIC_SMALL_FAST_MODEL\": \"qwen3.6-plus\",\n \"ANTHROPIC_DEFAULT_HAIKU_MODEL\": \"qwen3.6-plus\",\n \"ANTHROPIC_DEFAULT_SONNET_MODEL\": \"qwen3.6-plus\",\n \"ANTHROPIC_DEFAULT_OPUS_MODEL\": \"qwen3.6-plus\",\n \"CLAUDE_CODE_SUBAGENT_MODEL\": \"qwen3.6-plus\"\n }\n}\n

c \u3001 \u7f16\u8f91\u6216\u65b0\u589e\u300c\u5ba2\u6237\u7aef\u914d\u7f6e\u6587\u4ef6\u300d\uff1a ~/.claude.json

\u5c06 hasCompletedOnboarding \u5b57\u6bb5\u7684\u503c\u8bbe\u7f6e\u4e3a true \u3002\u8be5\u6b65\u9aa4\u53ef\u907f\u514d\u542f\u52a8 Claude Code \u65f6\u62a5\u9519\uff1aUnable to connect to Anthropic services \u3002

{\n \"hasCompletedOnboarding\": true\n}\n

3.3 \u3001Claude Code \u547d\u4ee4\u4f7f\u7528

\u6253\u5f00\u7ec8\u7aef\uff0c\u5e76\u8fdb\u5165\u9879\u76ee\u6240\u5728\u7684\u76ee\u5f55

cd path/to/your_project\nclaude\n

\u542f\u52a8\u540e\uff0c\u6388\u6743 Claude Code \u6267\u884c\u6587\u4ef6

Quick safety check: Is This a project you created or one yuo trust? ... \n> 1. Yes, I trust this folder\n 2. No, exit \n

\u8f93\u5165 /status \u786e\u8ba4\u6a21\u578b\u3001Base URL \u3001API Key \u662f\u5426\u914d\u7f6e\u6b63\u786e\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u5728 Claude Code \u4e2d\u5bf9\u8bdd\u4f7f\u7528\u3002

3.4 \u3001Claude Code \u5e38\u89c1\u547d\u4ee4

\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

\u547d\u4ee4	\u8bf4\u660e	\u793a\u4f8b
`/init`	\u5728\u9879\u76ee\u6839\u76ee\u5f55\u751f\u6210 CLAUDE.md \u6587\u4ef6\uff0c\u7528\u4e8e\u5b9a\u4e49\u9879\u76ee\u7ea7\u6307\u4ee4\u548c\u4e0a\u4e0b\u6587\u3002	`/init`
`/status`	\u67e5\u770b\u5f53\u524d\u6a21\u578b\u3001API Key \u3001Base URL \u7b49\u914d\u7f6e\u72b6\u6001\u3002	`status`
`/model <\u6a21\u578b\u540d\u79f0>`	\u5207\u6362\u6a21\u578b\u3002	`/model qwen3-coder-next`
`/clear`	\u6e05\u9664\u5bf9\u8bdd\u5386\u53f2\uff0c\u5f00\u59cb\u5168\u65b0\u5bf9\u8bdd\u3002	`clear`
`/plan`	\u8fdb\u5165\u89c4\u5212\u6a21\u5f0f\uff0c\u4ec5\u5206\u6790\u548c\u8ba8\u8bba\u65b9\u6848\uff0c\u4e0d\u4fee\u6539\u4ee3\u7801\u3002	`plan`
`/compact`	\u538b\u7f29\u5bf9\u8bdd\u5386\u53f2\uff0c\u91ca\u653e\u4e0a\u4e0b\u6587\u7a97\u53e3\u7a7a\u95f4\u3002	`compact`
`/config`	\u6253\u5f00\u914d\u7f6e\u83dc\u5355\uff0c\u53ef\u8bbe\u7f6e\u8bed\u8a00\u3001\u4e3b\u9898\u7b49\u3002	`config`

\u56db\u3001IDEA \u96c6\u6210 Claude Code

Claude Code IDE \u63d2\u4ef6\u652f\u6301\u5728 JetBrains \u7cfb\u5217 IDE \u4e2d\u4f7f\u7528\u3002
\n\u6253\u5f00 JetBrains \u6269\u5c55\u5e02\u573a\uff08 Setting -> Plugins -> Marketplace \uff09\uff0c\u641c\u7d22 Claude Code \u63d2\u4ef6\u5b89\u88c5\u5373\u53ef\u3002

$\"img\"$

\u5b89\u88c5\u540e\u91cd\u542f IDE \uff0c\u5355\u51fb\u53f3\u4e0a\u89d2\u56fe\u6807\u5373\u53ef\u4f7f\u7528\uff0c\u53ef\u901a\u8fc7 /model <\u6a21\u578b\u540d\u79f0> \u547d\u4ee4\u5207\u6362\u6a21\u578b\u3002

$\"img\"$

\u4e94\u3001\u5b9e\u6218\u6f14\u793a

a \u3001\u53d1\u5e03\u4efb\u52a1\uff1a

\u4efb\u52a1\u63cf\u8ff0\uff1a\u201c\u5206\u6790\u9879\u76ee\u7684 pom \u4f9d\u8d56\u7248\u672c\uff0c\u5e2e\u6211\u5347\u7ea7\u5230\u6700\u65b0\u7248\u672c\u3002\u6ce8\u610f\uff1a\u5148\u8ba1\u5212\uff0c\u627e\u6211\u786e\u8ba4\u540e\u518d\u6267\u884c\u201d
\u8865\u5145\u8bf4\u660e\uff1a\u4e3a\u907f\u514d\u4efb\u52a1\u6267\u884c\u504f\u79bb\u76ee\u6807\uff0c\u5f3a\u70c8\u5efa\u8bae\u300c\u5148\u8ba1\u5212\uff0c\u518d\u6267\u884c\u300d\uff0c\u53c2\u8003\u6587\u672b\u6700\u4f73\u5b9e\u8df5\u5efa\u8bae\u3002

$\"img\"$

b \u3001\u751f\u6210\u8ba1\u5212\uff1a

Claude Code \u63a5\u53d7\u4efb\u52a1\u540e\uff0c\u5c06\u4f1a\u6309\u7167\u8981\u6c42\u751f\u6210\u6267\u884c\u8ba1\u5212\uff1a

\n
1. \u626b\u63cf\u9879\u76ee\u4f9d\u8d56\u5173\u7cfb\uff0c\u5e76\u751f\u6210\u4f9d\u8d56\u6811\u3002
\n
\n
1. \u4f7f\u7528 Web Search \u67e5\u8be2 Maven Central \uff0c\u83b7\u53d6\u6bcf\u4e2a\u4f9d\u8d56\u7684\u6700\u65b0\u7248\u672c\u3002
\n
\n
1. \u751f\u6210\u4fee\u6539\u5efa\u8bae\uff0c\u5217\u51fa\u9700\u8981\u5347\u7ea7\u7684\u4f9d\u8d56\u53ca\u5176\u65b0\u7248\u672c\u3002
\n
\n
1. \u7b49\u5f85\u7528\u6237\u786e\u8ba4\u540e\uff0c\u4fee\u6539 pom.xml \u6587\u4ef6\uff0c\u5347\u7ea7\u4f9d\u8d56\u7248\u672c\u3002
\n

$\"img\"$

c \u3001\u6267\u884c\u8ba1\u5212\uff1a

Claude Code \u751f\u6210\u6267\u884c\u8ba1\u5212\u540e\u5c06\u8f93\u51fa\u4fee\u6539\u5efa\u8bae\uff0c\u7528\u6237\u786e\u8ba4\u540e Claude Code \u5c06\u4f1a\u4fee\u6539 pom.xml \u6587\u4ef6\uff0c\u8fdb\u884c\u4f9d\u8d56\u7248\u672c\u5347\u7ea7\u3002

$\"img\"$

\u516d\u3001\u6700\u4f73\u5b9e\u8df5

6.1 \u3001\u4e0a\u4e0b\u6587\u7ba1\u7406

\u53ca\u65f6\u6e05\u7406\uff1a \u4f7f\u7528 /clear \u5b9a\u671f\u91cd\u7f6e\u5bf9\u8bdd\uff0c\u9632\u6b62\u65e7\u7684\u4e0a\u4e0b\u6587\u5e72\u6270\u65b0\u4efb\u52a1\u5e76\u8282\u7701 Token \u3002
\u4e3b\u52a8\u538b\u7f29\uff1a\u4f7f\u7528 /compact \u547d\u4ee4\u8ba9 Claude \u603b\u7ed3\u5173\u952e\u51b3\u7b56\u548c\u4fee\u6539\u7684\u6587\u4ef6\uff0c\u4fdd\u7559\u6838\u5fc3\u8bb0\u5fc6\u3002
\u660e\u786e\u6307\u5b9a\u6587\u4ef6\uff1a \u63d0\u95ee\u65f6\u4f7f\u7528 @ \u5f15\u7528\u6587\u4ef6\uff08\u5982 write a test for @auth.py \uff09\uff0c\u907f\u514d\u6a21\u578b\u65e0\u6548\u626b\u63cf\u6574\u4e2a\u9879\u76ee\u3002
\u5584\u7528\u5b50\u4ee3\u7406\uff08 Sub-agents \uff09\uff1a \u5bf9\u4e8e\u5927\u89c4\u6a21\u4efb\u52a1\uff0c\u8ba9 Claude \u542f\u52a8\u5b50\u4ee3\u7406\u6267\u884c\u3002\u5b50\u4ee3\u7406\u5b8c\u6210\u4efb\u52a1\u540e\u8fd4\u56de\u7cbe\u70bc\u7ed3\u8bba\uff0c\u4fdd\u62a4\u4e3b\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\u7a7a\u95f4\u3002

6.2 \u3001\u5148\u8ba1\u5212\uff0c\u518d\u6267\u884c

\n\u542f\u7528 Plan \u6a21\u5f0f\uff1a\u590d\u6742\u4efb\u52a1\u524d\uff0c\u5148\u5206\u6790\u65b9\u6848\uff0c\u4e0d\u5b9e\u9645\u4fee\u6539\u6587\u4ef6\u3002
- \u5feb\u6377\u64cd\u4f5c\uff1a\u8fde\u7eed\u6309\u4e24\u6b21 Shift + Tab \u8fdb\u5165 Plan Mode \u3002
- \u63d0\u793a\u8bcd\u7ea6\u675f\uff1a\u63d0\u793a\u8bcd\u660e\u786e\u8981\u6c42\u201c\u5148\u8f93\u51fa\u8be6\u7ec6\u5b9e\u65bd\u8ba1\u5212\uff0c\u7ecf\u6211\u786e\u8ba4\u540e\u518d\u4fee\u6539\u6587\u4ef6\u201d\u3002
\n
\u964d\u4f4e\u8bd5\u9519\u6210\u672c\uff1a\u786e\u4fdd\u903b\u8f91\u95ed\u73af\u540e\u518d\u8fdb\u884c\u4ee3\u7801\u53d8\u66f4\u3002

6.3 \u3001\u6c89\u6dc0\u9879\u76ee\u6838\u5fc3\u77e5\u8bc6\uff1a\u7f16\u5199 CLAUDE.md

\u5305\u542b\u5173\u952e\u4fe1\u606f\uff1a\u6bcf\u6b21\u4f1a\u8bdd\u542f\u52a8\u65f6\u81ea\u52a8\u52a0\u8f7d CLAUDE.md \uff0c\u5efa\u8bae\u586b\u5165\u6784\u5efa\u547d\u4ee4\u3001\u4ee3\u7801\u89c4\u8303\u53ca\u5de5\u4f5c\u6d41\u7b49\u901a\u7528\u89c4\u5219\u3002
\u52a8\u6001\u7ef4\u62a4\uff1a\u5185\u5bb9\u5e94\u7b80\u77ed\u6613\u8bfb\uff0c\u4ec5\u8bb0\u5f55\u5e7f\u6cdb\u9002\u7528\u7684\u5168\u5c40\u7ea6\u5b9a\uff0c\u5e76\u968f\u9879\u76ee\u6f14\u8fdb\u6301\u7eed\u8865\u5145\u65b0\u89c4\u5219\u3002

6.4 \u3001\u6269\u5c55\u80fd\u529b\uff1aMCP \u4e0e Skills

MCP\uff1a\u5b89\u88c5\u6210\u719f\u7684 MCP Server \uff0c\u8fde\u63a5\u5916\u90e8\u670d\u52a1\u3002\u4f8b\u5982\uff1a\u6dfb\u52a0\u8054\u7f51\u641c\u7d22 MCP\u3002
Skills\uff1a\u7f16\u5199\u8be6\u7ec6\u7684 Skill \u63cf\u8ff0\u6587\u6848\u3002Claude \u51b3\u5b9a\u662f\u5426\u8c03\u7528\u8be5\u5de5\u5177\uff0c\u53d6\u51b3\u4e8e\u5bf9\u8be5\u5de5\u5177\u7528\u9014\u7684\u5b9a\u4e49\u3002\u4f8b\u5982\uff1a\u6dfb\u52a0\u89c6\u89c9\u7406\u89e3\u80fd\u529b Skill\u3002

6.5 \u3001\u81ea\u52a8\u5316\u5b88\u62a4\uff1aHooks

\u4f7f\u7528 Hooks\uff1aHooks \u662f\u786e\u5b9a\u6027\u89c4\u5219\u3002\u5b83\u5728 Claude \u5de5\u4f5c\u6d41\u7684\u7279\u5b9a\u751f\u547d\u5468\u671f\u8282\u70b9\uff08\u5982 PreToolUse \u5de5\u5177\u6267\u884c\u524d\u6821\u9a8c\u7b49\uff09\u81ea\u52a8\u8fd0\u884c\u672c\u5730\u811a\u672c\uff0c\u786e\u4fdd\u5173\u952e\u6821\u9a8c\u6216\u64cd\u4f5c 100% \u6267\u884c\u3002
\n\u914d\u7f6e\u65b9\u5f0f\uff1a
- \u8fd0\u884c /hooks \u8fdb\u884c\u4ea4\u4e92\u5f0f\u914d\u7f6e\u3002
- \u76f4\u63a5\u7f16\u8f91 .claude/settings.json
- \u8ba9 Claude \u5e2e\u4f60\u7f16\u5199\uff0c\u5982\uff1a\u201c\u7f16\u5199\u4e00\u4e2a\u5728\u6bcf\u6b21\u6587\u4ef6\u7f16\u8f91\u540e\u8fd0\u884c eslint \u7684 hook\u201d\u3002
\n

6.6 \u3001\u5efa\u7acb\u81ea\u68c0\u95ed\u73af

\u5f3a\u5236\u9a8c\u8bc1\uff1a \u8981\u6c42 Claude \u4fee\u6539\u4ee3\u7801\u540e\uff0c\u5fc5\u987b\u8fd0\u884c\u76f8\u5173\u7684\u6d4b\u8bd5\u7528\u4f8b\uff08\u5982 pytest \u6216 npm test \uff09\u3002
\u5b9a\u4e49\u6210\u529f\u6807\u51c6\uff1a \u201c\u4fee\u6539\u5b8c\u6210\u540e\uff0c\u8bf7\u786e\u4fdd\u7f16\u8bd1\u901a\u8fc7\uff0c\u5e76\u4e14\u8fd0\u884c curl \u547d\u4ee4\u9a8c\u8bc1 API \u8fd4\u56de\u503c\u4e3a 200\u201d\u3002
\u89c6\u89c9\u53cd\u9988\uff1a \u524d\u7aef\u4fee\u6539\u65f6\uff0c\u8981\u6c42 Claude \u622a\u53d6\u6d4f\u89c8\u5668\u622a\u56fe\u6765\u786e\u8ba4 UI \u6548\u679c\u3002

\u4e03\u3001\u8d44\u6599

\u539f\u6587\u5730\u5740\uff1a https://www.xuxueli.com/blog/?blog=ai/claude-idea

\n" }, { "author": { "url": "member/junwind", "name": "junwind", "avatar": "https://cdn.v2ex.com/avatar/1a96/f8b8/513805_large.png?m=1768548424" }, "url": "t/1208616", "title": "glm5.1\uff0c kimi2.6\uff0c minimax2.7\uff0c mimo v2.5\uff0c deepseek v4\uff0c\u7f16\u7a0b\u80fd\u529b\u4e0a\u7684\u6392\u540d\u5982\u4f55\uff1f", "id": "t/1208616", "date_published": "2026-04-26T07:25:08+00:00", "content_html": "

\u5148\u629b\u4e2a\u7816\uff1aGLM5.1 > deepseek v4 > minimax2.7 \u2265 mimo v2.5 \u2248 kimi2.6

\n" }, { "author": { "url": "member/Hermitist", "name": "Hermitist", "avatar": "https://cdn.v2ex.com/gravatar/da6c1e355f86d79cd2887cb34a3c864e?s=73&d=retro" }, "url": "t/1208611", "title": "\u6709\u4eba\u7528\u8fc7 vmlx \u5417? \u8fd9\u51e0\u5929\u5439\u5b83\u7684\u4eba\u6bd4\u8f83\u591a, \u611f\u89c9\u53ef\u4ee5\u76f4\u63a5\u66ff\u4ee3 Omlx \u76f4\u63a5\u5728 Macbook \u4e0a\u8dd1\u4e86.", "id": "t/1208611", "date_published": "2026-04-26T06:40:43+00:00", "content_html": "\u6709\u7528\u8fc7\u7684\u4eba\u80fd\u7ed9\u70b9\u610f\u89c1\u5417?" }, { "author": { "url": "member/Xbathy", "name": "Xbathy", "avatar": "https://cdn.v2ex.com/gravatar/eaabeedeca816334f602682fd1a38a2d?s=73&d=retro" }, "url": "t/1208609", "title": "\u5982\u4f55\u5c06 figma make \u7684\u539f\u578b\u5c3d\u91cf 100%\u7684\u8fd8\u539f\u5230 cursor \u4e2d", "id": "t/1208609", "date_published": "2026-04-26T06:33:25+00:00", "content_html": "\u524d\u8a00\uff1a\u4f7f\u7528 stitch google \u751f\u6210\u7684\u9875\u9762\u7684\u6548\u679c\u6bd4 figma \u597d\uff0c\u4f46\u662f figma \u53ef\u4ee5\u76f4\u63a5\u751f\u6210\u539f\u578b\uff0c\u6240\u4ee5\u6211\u5728 stitch \u751f\u6210\u7684\u9875\u9762\uff0c\u7136\u540e\u590d\u5236\u5230 figma \u751f\u6210\u539f\u578b
\u95ee\u9898\uff1a\u5728 figma \u751f\u6210\u539f\u578b\u540e\uff0c\u4f7f\u7528\u5b98\u65b9 mcp \u6216\u8005\u5176\u4ed6 mcp \u90fd\u4e0d\u80fd\u5728 cursor \u4e2d\u201c\u8fd8\u539f\u201d\uff0c\u5927\u5bb6\u662f\u5426\u6709\u4e00\u4e9b\u539f\u578b\u5230\u4ee3\u7801\u7684\u6280\u5de7\uff0c\u8bf7\u6559\u4e00\u4e0b\uff01" }, { "author": { "url": "member/Binwalker", "name": "Binwalker", "avatar": "https://cdn.v2ex.com/gravatar/0eb707f53a1c4d96f2d8cac61702a27c?s=73&d=retro" }, "url": "t/1208604", "title": "\u6709\u6ca1\u6709 jb \u5bb6\u81ea\u5e26\u7684 git \u7684\u5e73\u66ff\u8f6f\u4ef6\u63a8\u8350", "id": "t/1208604", "date_published": "2026-04-26T05:48:54+00:00", "content_html": "

\u73b0\u5728 jb \u5bb6\u7684\u7559\u7740\u4e3b\u8981\u5c31\u662f\u4e3a\u4e86\u90a3\u4e2a diff \u548c\u89e3\u51b3\u51b2\u7a81\u529f\u80fd\uff0c\u5176\u4ed6\u57fa\u672c\u4e0d\u7528\u4e86\uff0c\u6240\u4ee5\u4e0d\u592a\u60f3\u4e13\u95e8\u4e3a\u4e86\u8fd9\u4e2a\u7eed\u8d39

\u5982\u679c\u53ea\u662f\u4e3a\u4e86\u6709 diff \u548c\u89e3\u51b3\u51b2\u7a81\u7684\u8fd9\u79cd\u76f8\u540c\u4f53\u9a8c\u7684\uff0c\u6709\u6ca1\u6709\u63a8\u8350\u7684\u8f6f\u4ef6\uff0c\u81f3\u5c11 windows \u548c mac \u4e0a\u8981\u80fd\u7528\u3002\u53ef\u4ee5\u4ed8\u8d39\uff0c\u4f46\u6700\u597d\u662f\u4e70\u65ad\u5236\u7684\uff0c\u6709\u6ca1\u6709\u4e2d\u6587\u65e0\u6240\u8c13\uff0cjb \u5bb6\u8fd9\u4e2a\u89e3\u51b3\u51b2\u7a81\u5b9e\u5728\u662f\u592a\u597d\u7528\u4e86

\n" }, { "author": { "url": "member/manbudezhu", "name": "manbudezhu", "avatar": "https://cdn.v2ex.com/avatar/9bfb/f0c9/249481_large.png?m=1776078650" }, "url": "t/1208595", "title": "ai \u7f16\u7801\u4e1a\u52a1\u529f\u80fd\u9a8c\u6536\u7684\u6b63\u786e\u6d41\u7a0b", "id": "t/1208595", "date_published": "2026-04-26T04:58:18+00:00", "content_html": "

\u5728 AI \u5b9e\u73b0\u81ea\u52a8\u5316\u7f16\u7a0b\u65f6\uff0c\u4efb\u52a1\u7f16\u5199\u5b8c\u6210\u540e\uff0c\u5de5\u7a0b\u8d28\u91cf\u68c0\u67e5\uff08 lint \u3001\u7c7b\u578b\u68c0\u67e5\u3001\u5355\u5143\u6d4b\u8bd5\uff09\u90fd\u6b63\u5e38\u901a\u8fc7\u3002\u4f46\u662f\u5728\u4e1a\u52a1\u529f\u80fd\u9a8c\u6536\u65f6\uff0c\u5b58\u5728\u4e1a\u52a1\u529f\u80fd\u9a8c\u6536\u901a\u8fc7\u4e86\uff0c\u4f46\u662f\u5b9e\u9645\u529f\u80fd\u5e76\u6ca1\u6709\u5b9e\u73b0\u7684\u95ee\u9898\uff0c\u4f8b\u5982\uff1a\u6570\u636e\u6839\u672c\u5c31\u6ca1\u6709\u6b63\u786e\u663e\u793a\u3002\u8bf7\u6559\u5404\u4f4d\u5927\u795e\uff0c\u5982\u4f55\u66f4\u597d\u7684\u505a AI \u81ea\u52a8\u5316\u7684\u4e1a\u52a1\u529f\u80fd\u9a8c\u6536\u3002

\u9700\u6c42\u6587\u6863\u6a21\u7248\uff1a

# \u9700\u6c42\u6587\u6863\n## \u4ecb\u7ecd\n\u9700\u6c42\u63cf\u8ff0\n## \u9700\u6c42\n### \u9700\u6c42 REQ-001 - \u7528\u6237\u767b\u5f55 \n\u7528\u6237\u6545\u4e8b\uff1a\u7528\u6237\u6545\u4e8b\u5185\u5bb9 \n#### \u9a8c\u6536\u6807\u51c6 \n- id: REQ-001-AC-001 \nears: \u91c7\u7528 EARS \u63cf\u8ff0\u7684\u5b50\u53e5 While <\u53ef\u9009\u524d\u7f6e\u6761\u4ef6>, when <\u53ef\u9009\u89e6\u53d1\u5668>, the <\u7cfb\u7edf\u540d\u79f0> shall <\u7cfb\u7edf\u54cd\u5e94>\uff0c\n- id: REQ-001-AC-002 \nears: \u91c7\u7528 EARS \u63cf\u8ff0\u7684\u5b50\u53e5 While <\u53ef\u9009\u524d\u7f6e\u6761\u4ef6>, when <\u53ef\u9009\u89e6\u53d1\u5668>, the <\u7cfb\u7edf\u540d\u79f0> shall <\u7cfb\u7edf\u54cd\u5e94>\uff0c\n

\u4efb\u52a1 task \u6a21\u7248\uff1a

# \u5b9e\u65bd\u8ba1\u5212\n\u6267\u884c\u65f6\u9700\u4e25\u683c\u9075\u5faa `docs/spec/requirements.md` \u4e2d\u5bf9\u5e94\u9700\u6c42\u548c\u9a8c\u6536\u6807\u51c6\u3002\u6bcf\u9879\u4efb\u52a1\u901a\u8fc7\u5f15\u7528\u76f8\u5173\u9700\u6c42\u7f16\u53f7\u3002\n## TASK-001 \u7528\u6237\u767b\u5f55\u529f\u80fd - [ ]\n- \u5173\u8054\u9700\u6c42\uff1a \n- REQ-001 \n- \u5173\u8054\u9a8c\u6536\uff1a \n- REQ-001-AC-001 \n- REQ-001-AC-002 \n- REQ-001-AC-003 \n### \u5b9e\u65bd\u5185\u5bb9 \n1. \u521b\u5efa\u767b\u5f55\u8868\u5355 \n2. \u5b9e\u73b0\u767b\u5f55 API \u8c03\u7528 \n3. \u5904\u7406 loading \u72b6\u6001 \n4. \u5904\u7406\u9519\u8bef\u63d0\u793a \n5. \u767b\u5f55\u6210\u529f\u540e\u8df3\u8f6c dashboard \n### \u6d4b\u8bd5\u8981\u6c42 \n- \u5355\u5143\u6d4b\u8bd5\uff1a \n- \u8868\u5355\u6821\u9a8c \n- \u767b\u5f55\u6210\u529f \n- \u767b\u5f55\u5931\u8d25 \n- E2E \u6d4b\u8bd5\uff1a \n- \u7528\u6237\u53ef\u5b8c\u6210\u767b\u5f55\u6d41\u7a0b \n- \u9519\u8bef\u5bc6\u7801\u663e\u793a\u63d0\u793a \n- loading \u72b6\u6001\u9632\u6b62\u91cd\u590d\u63d0\u4ea4\n### \u89c4\u8303\u5bf9\u9f50\uff1aconstitution.md \u300c UI/UX \u4e00\u81f4\u6027\u300d\u300c\u5de5\u7a0b\u5316\u89c4\u8303\u300d\uff1b design.md \u300c\u9879\u76ee\u7ed3\u6784\u300d\u300c\u6838\u5fc3\u6a21\u5757\u8bbe\u8ba1\u300d\u300c\u56fd\u9645\u5316\u300d\n

\n" }, { "author": { "url": "member/onedge", "name": "onedge", "avatar": "https://cdn.v2ex.com/gravatar/9c30cce40394effbd49040dfe46400be?s=73&d=retro" }, "url": "t/1208589", "title": "\u8fd8\u5f97\u662f Claude", "id": "t/1208589", "date_published": "2026-04-26T04:26:28+00:00", "content_html": "\u6211\u4e4b\u524d\u5e76\u4e0d\u662f claude \u7684\u5fe0\u7c89\uff0c\u7528\u8fc7\u4e00\u4e2a\u6708 pro \uff0c\u4e5f\u540c\u65f6\u8ba2\u9605 gpt plus \uff0cglm pro \uff0c\u56e0\u4e3a cc \u4ef7\u683c\u9ad8\uff0c\u4e4b\u540e\u4e00\u76f4\u5728\u56fd\u4ea7 glm5.1 \u4e3a\u4e3b\u529b\uff0c\u5b9e\u8bdd\u5b9e\u8bf4\u65e5\u5e38\u5927\u90e8\u5206\u7ebf\u6027\u5f00\u53d1\u90fd\u6ca1\u5927\u95ee\u9898\uff0c\u6700\u8fd1\u5728\u7ed9\u4e00\u4e2a app \u7684\uff08 ios \u76f8\u673a\u7c7b\uff09\u4fee\u7f8e\u989c\u529f\u80fd\u7684 bug \uff0c\u7ed9\u4e86\u7ed9\u591a\u53c2\u8003\u6587\u7ae0\uff0ccodex5.5 \u6700\u9ad8\u601d\u8003\uff0cglm5.1 \u90fd\u6ca1\u80fd\u5b8c\u7f8e\u89e3\u51b3\uff0c\u76f4\u5230\u6211\u8bf4\u7b97\u4e86\u5427\u6700\u540e\u7528 opus4.7 \u8bd5\u8bd5\u5427\uff0c\u5b83\u4e00\u6b21\u6027\u5c31\u5b8c\u7f8e\u89e3\u51b3\u4e86\uff0c\u6211\u89c9\u5f97\u8fd9\u5c31\u5f88\u80fd\u8bf4\u660e\u5dee\u8ddd\u4e86\uff0c\u4f60\u8981\u8bf4\u5dee\u8ddd\u5f88\u5927\uff0c\u90a3\u4e0d\u81f3\u4e8e\uff0c\u4f46\u5c31\u662f\u8fd9\u653b\u575a\u7684\u573a\u666f\uff0c\u5176\u4ed6\u4eba\u5c31\u662f\u4e0d\u884c\uff01" }, { "author": { "url": "member/MagicCoder", "name": "MagicCoder", "avatar": "https://cdn.v2ex.com/avatar/c735/cd24/538620_large.png?m=1776840167" }, "url": "t/1208555", "title": "\u7ed9 NginxPulse \u6269\u5c55\u4e86\u4e00\u4e2a\u670d\u52a1\u5668\u72b6\u6001\u5361\u7247", "id": "t/1208555", "date_published": "2026-04-25T17:01:47+00:00", "content_html": "

\u65b0\u670d\u52a1\u5668\u88c5\u597d\u540e\uff0c\u6211\u53d1\u73b0\u6211\u633a\u5728\u610f\u673a\u7bb1\u91cc\u7684\u786c\u4ef6\u6e29\u5ea6\u4ee5\u53ca\u98ce\u6247\u8f6c\u901f\u4fe1\u606f\u7684\uff0c\u4e8e\u662f\u82b1\u4e86\u70b9\u65f6\u95f4\u5728NginxPulse\u4e0a\u6269\u5c55\u4e86\u4e0b\u3002

$\"a8737adb3f78a92c0a5bfc353825cb66\"$

$\"\"$

\n" }, { "author": { "url": "member/konakona", "name": "konakona", "avatar": "https://cdn.v2ex.com/avatar/15c0/8959/38523_large.png?m=1773655506" }, "url": "t/1208532", "title": "\u4eca\u5929\u5931\u53bb\u5974\u96b6\u4e3b\u7684\u8eab\u4efd\u540e\u672c\u4eba\u975e\u5e38\u5f77\u5fa8\uff0c\u9010\u7acb\u523b\u8d2d\u7f6e\u4e86\u767e\u5ea6 Coding Plan\u2026", "id": "t/1208532", "date_published": "2026-04-25T14:19:42+00:00", "content_html": "

\u6bd5\u7adf\u5b83\u7684 Lite \u7528\u4e86\u4f18\u60e0\u5238\u53ea\u8981 20\u00a5\uff0c\u81ea\u5df1\u90e8\u7f72 Ollama \u540e 24 \u5c0f\u65f6\u5f00\u673a\u7535\u8d39\u53ea\u4f1a\u6bd4\u8fd9\u4e2a\u66f4\u9ad8\u3002

\u73b0\u5728\u9664\u4e86\u706b\u5c71\u65b9\u821f\uff0c\u5c31\u5269\u767e\u5ea6\u8fd8\u6709 Coding Plan \u4e86\uff0c\u6d45\u5c1d\u4e00\u4e0b\u2026\u2026

\n" }, { "author": { "url": "member/feelapi", "name": "feelapi", "avatar": "https://cdn.v2ex.com/avatar/8c06/9f21/36491_large.png?m=1425350253" }, "url": "t/1208519", "title": "\u73b0\u5728\u8fd8\u6709\u90a3\u4e2a\u4e2d\u8f6c\u7ad9\u6709 openai \u5305\u6708\u554a", "id": "t/1208519", "date_published": "2026-04-25T13:08:13+00:00", "content_html": "

\u7528\u91cf\u6bd4\u8f83\u5927\uff0c\u5df2\u7ecf\u88ab glm \u5c01\u4e86\uff0c\u6211\u5237\u8fc7\u51e0\u6b21\u5e16\u5b50\u4e86\u3002\n\u672c\u6765\u6709\u4e2a\u5305\u6708\u7684 gpt \u7528\u7740\uff0c\u4f46\u662f\u524d\u4e9b\u5929\u7684\u53f7\u6c60\u5185\u6597\u90fd\u5e9f\u4e86\u3002\u6211\u73b0\u5728\u8fd8\u5728\u627e\u5305\u6708\uff0c\u80fd\u7528 gpt5.4 \u5c31\u884c\u3002

kimi 199 \u51b2\u4e86\uff0c\u4e09\u5929\u5c31\u8dd1\u4e86\u4e00\u4e2a\u661f\u671f\u7684\u91cf\u3002\u65e9\u665a\u8981\u628a\u6211\u5c01\u4e86\u3002\ndeepseek \u8dd1\u4e0d\u8d77\u3002\nminimax \u50bb\uff0c\u4e0d\u60f3\u548c\u4ed6\u8bb2\u8bdd\u4e86\u3002

\n" }, { "author": { "url": "member/charlselee59", "name": "charlselee59", "avatar": "https://cdn.v2ex.com/gravatar/596fbdd2041122e7fa88e5389cd98936?s=73&d=retro" }, "url": "t/1208503", "title": "[Selfsync] \u81ea\u6258\u7ba1 Chrome \u6570\u636e\u540c\u6b65\u670d\u52a1\u5668 \u652f\u6301 \u540c\u6b65 Edge \u6d4f\u89c8\u5668\u6570\u636e\u540c\u6b65\u4e86", "id": "t/1208503", "date_published": "2026-04-25T11:06:41+00:00", "content_html": "

t/1206460?p=1#reply15

\u5df2\u7ecf\u652f\u6301 Edge \u6d4f\u89c8\u5668\u6570\u636e\u540c\u6b65

\n" }, { "author": { "url": "member/exploretheworld", "name": "exploretheworld", "avatar": "https://cdn.v2ex.com/avatar/e5f9/60d5/215672_large.png?m=1770996778" }, "url": "t/1208477", "title": "\u4f60\u4eec\u4e00\u4e2a\u6708\u4e0a\u73ed\u8981\u7528\u591a\u5c11 token?", "id": "t/1208477", "date_published": "2026-04-25T07:45:40+00:00", "content_html": "

\u5982\u9898\uff0c\u6211\u4e0a\u4e2a\u6708\u7528\u4e86 200M \uff0c\u4e3b\u8981\u662f GPT5.4 \u548c Gemini3.1Pro

\n" }, { "author": { "url": "member/jzyzcz", "name": "jzyzcz", "avatar": "https://cdn.v2ex.com/gravatar/c5c5c1ae86e679aa18918b6ede175e20?s=73&d=retro" }, "url": "t/1208476", "title": "\u4e3a\u4e86\u4e70\u5230\u4fbf\u5b9c\u9760\u8c31\u7684 Token\uff0c\u5c11\u88ab\u5272\u97ed\u83dc\uff0c\u6211\u505a\u4e86\u4e2a\u6bd4\u4ef7\u7684\u7f51\u7ad9", "id": "t/1208476", "date_published": "2026-04-25T07:44:05+00:00", "content_html": "\u6700\u8fd1\u5728\u5f00\u53d1\u4e00\u4e2a\u5c0f\u9879\u76ee\uff0c\u60f3\u4e70\u51e0\u4e2a ChatGPT \u8d26\u53f7\u3002

\u4f46\u662f\u5728\u591a\u4e2a\u5361\u7f51\u548c\u7535\u62a5\u7fa4\u91cc\u8f6c\u4e86\u51e0\u5708\uff0c\u53d1\u73b0\u540c\u4e00\u79cd\u7c7b\u578b\u7684\u8d26\u53f7\uff0c\u6bd4\u5982 ChatGPT plus \u6708\u5361\uff0c\u5c31\u6709 N \u591a\u79cd\u4ef7\u683c\u3002

\u6709\u7684\u51e0\u5757\u94b1\uff0c\u6709\u7684\u5356 15 \uff0c\u6709\u7684\u5356 30 \uff0c\u6709\u7684\u5356 40.

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\u4ed6\u4eec\u90fd\u662f\u52a0\u4ef7\u540e\u8f6c\u5356\u7684\u3002

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\u76ee\u524d\u6536\u5f55\u4e86\u4e8c\u5341\u591a\u4e2a\u5e97\u94fa+\u5e73\u53f0\u3002

\u5982\u679c\u60a8\u6709\u9760\u8c31\u7684\u6e20\u9053\uff0c\u4e5f\u6b22\u8fce\u5728\u7f51\u7ad9\u63d0\u4ea4\u3001\u52a0\u7535\u62a5\u7fa4\u4ea4\u6d41\u3002

\u7f51\u5740\uff1a https://aibijia.org/
\u7535\u62a5\uff1a https://t.me/+z4dDCVFqx71jYTFl

https://imgur.com/HsPagPw
https://imgur.com/G1BpVja
https://imgur.com/sv5WecN
https://imgur.com/ZsaKz2T
https://imgur.com/HOwgRot" }, { "author": { "url": "member/KCL", "name": "KCL", "avatar": "https://cdn.v2ex.com/gravatar/d378980e43883f1b03cae2f3a89bc0b4?s=73&d=retro" }, "url": "t/1208464", "title": "Antigravity \u4e24\u4e2a PRO \u8d26\u53f7\uff0c\u4e00\u4e2a\u6b63\u5e38\uff0c\u53e6\u4e00\u4e2a\u65e0\u9650 high traffic \u4e0d\u80fd\u7528", "id": "t/1208464", "date_published": "2026-04-25T06:18:03+00:00", "content_html": "

\u5927\u5bb6\u6709\u6ca1\u6709\u9047\u5230\u8fc7\u8fd9\u79cd\u60c5\u51b5\uff0c\u6211\u6709\u4e24\u4e2a PRO \u8d26\u53f7\uff0c\u5728 antigravity \u91cc\uff0cA \u8d26\u53f7\u6b63\u5e38\u4f7f\u7528\uff0c\u4f46\u662f\u5207\u6362 B \u8d26\u53f7\u540e\uff0c\u867d\u7136\u90fd\u662f PRO \uff0cantigravity \u597d\u50cf\u89c6\u4f5c\u662f FREE \u8d26\u53f7\uff0c\u65e0\u9650 high traffic \u7b49\u5f85\u3002\u6211\u5207\u6362\u56de A \u5c31\u53c8\u6b63\u5e38\u7528\u4e86\u3002\n\u800c\u4e14 B \u8d26\u53f7\u663e\u793a\u5c31\u662f PRO \uff0c\u770b setting \u91cc\u7684 model \u989d\u5ea6\u4e5f\u90fd\u6b63\u5e38\u663e\u793a\uff0c\u4f46\u662f\u5c31\u662f\u65e0\u9650 high traffic \u3002

\u96be\u9053\u8c37\u6b4c\u770b\u7834\u4e0d\u8bf4\u7834\uff0cB \u8d26\u53f7\u867d\u7136\u663e\u793a PRO \u4f46\u662f\u6697\u5730\u91cc\u5df2\u7ecf\u964d\u7ea7\u6210 FREE \u4e86\uff1f

5 \u5c0f\u65f6\u9650\u989d pro 1300 \u6b21, flash 7450 \u6b21

\u7406\u8bba\u4e0a\u53ef\u4ee5\u7528\u4e8e\u5176\u4ed6\u5de5\u5177\u6bd4\u5982 claude code \uff0copencode \u8bf4 go \u53ef\u4ee5\u7528\u4e8e\u7b2c\u4e09\u65b9\u3002

\n" }, { "author": { "url": "member/ljstao", "name": "ljstao", "avatar": "https://cdn.v2ex.com/avatar/4f22/1361/387274_large.png?m=1551149658" }, "url": "t/1208452", "date_modified": "2026-04-25T04:17:31+00:00", "content_html": "

gpt5.5 \u4e00\u53d1\u5e03\uff0cclaude \u964d\u667a\u95ee\u9898\u5c31\u88ab\u4fee\u590d\u4e86\uff0cgemini cli \u91cc\u9762\u7684 3.1 \u4e5f\u53d8\u5f97\u53ef\u7528\u4e86(\u867d\u7136\u5f88\u6162

\u662f\u4e0d\u662f\u8bf4\u660e\u4e86\u5e02\u573a\u7ade\u4e89\u5bf9\u6211\u4eec\u5c0f\u8001\u767e\u59d3\u53ef\u592a\u91cd\u8981\u4e86\u554a\n\u6ca1\u5565\u4e3b\u9898\uff0c\u5c31\u662f\u611f\u6168\u4e00\u4e0b

\n", "date_published": "2026-04-25T04:16:56+00:00", "title": "\u5e0c\u671b AGO \u4e09\u5927\u5382\u5546\u6301\u7eed\u7ade\u4e89", "id": "t/1208452" }, { "author": { "url": "member/kongkongye", "name": "kongkongye", "avatar": "https://cdn.v2ex.com/avatar/75e0/b3ac/439279_large.png?m=1679280293" }, "url": "t/1208446", "title": "\u6709\u4e2d\u8f6c\u7ad9\u5bfc\u822a\u5417\uff1f", "id": "t/1208446", "date_published": "2026-04-25T03:35:32+00:00", "content_html": "" }, { "author": { "url": "member/CodeY99", "name": "CodeY99", "avatar": "https://cdn.v2ex.com/gravatar/9604db8f0576de28032f14ecd4438d14?s=73&d=retro" }, "url": "t/1208418", "title": "\u5927\u9879\u76ee\u4e2d\u5927\u5bb6\u771f\u7684\u4f1a\u7528 Spec-Driven Development \u5417\uff1f", "id": "t/1208418", "date_published": "2026-04-25T00:22:27+00:00", "content_html": "

https://openai.com/zh-Hans-CN/index/harness-engineering/ \u4e2d\u63d0\u5230\u8981\u628a Spec & Planning & Tasks \u8fdb\u5ea6\u653e\u8fdb git \u4ed3\u5e93\u4e2d\uff0c\u5927\u5bb6\u5b9e\u8df5\u4e2d\u771f\u7684\u4f1a\u8fd9\u4e48\u505a\u5417\uff1f\u4f46\u662f\u6211\u770b codex \u4ed3\u5e93\u5185\u6839\u672c\u6ca1\u8fd9\u4e9b\u4e1c\u897f\uff0c\u800c\u4e14\u5f88\u591a Spec \u4ed6\u4eec\u90fd\u662f\u653e\u5728\u7684 Issue \u4e2d\u8ba8\u8bba\u7684\u3002

\u6211\u81ea\u5df1\u4e5f\u7528 Openspec \uff0c\u4f46\u5b9e\u9645\u4f7f\u7528\u4e2d\u5404\u79cd\u5730\u65b9\u4e0d\u987a\u624b

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\u6267\u884c\u5b8c\u8fd8\u662f\u6709\u4e9b Bug \uff0c\u8fd9\u79cd\u518d\u5199\u56de\u5230 Spec \u8ba9\u4ed6\u4fee\u590d\u611f\u89c9\u5f88 tricky \uff0c\u660e\u660e\u662f AI \u7279\u5b9a\u95ee\u9898\uff0c\u7ed3\u679c\u5374\u8981\u5199\u5230\u7ed9\u4eba\u770b\u7684\u6587\u6863\u4e2d\u3002
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\n" }, { "author": { "url": "member/gotoschool", "name": "gotoschool", "avatar": "https://cdn.v2ex.com/gravatar/c186378c905d475b178ab94aa7ee3d3f?s=73&d=retro" }, "url": "t/1208366", "title": "\u786e\u5b9a\u5fc5\u987b\u9700\u8981 claude code \u7684 max \u7248\u672c\u5417\uff1f", "id": "t/1208366", "date_published": "2026-04-24T11:01:46+00:00", "content_html": "\u770b\u5230\u90a3\u4e48\u591a\u9006\u5411\u7684\u6bd4\u8f83\u4fbf\u5b9c
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\n" }, { "author": { "url": "member/lvxiaomao", "name": "lvxiaomao", "avatar": "https://cdn.v2ex.com/avatar/8cd4/cc75/520698_large.png?m=1766375810" }, "url": "t/1208347", "title": "\u8fd9\u79cd\u56fe\u7247\u662f ai \u5982\u4f55\u751f\u6210\u7684\u5440\uff1f", "id": "t/1208347", "date_published": "2026-04-24T09:14:35+00:00", "content_html": "

$\"https://ibb.co/Xf0P23Py\"$

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\n" }, { "author": { "url": "member/devloperchen", "name": "devloperchen", "avatar": "https://cdn.v2ex.com/gravatar/3da365643d6950de641ecb972bf26a48?s=73&d=retro" }, "url": "t/1208338", "title": "\u5e2e\u5927\u5bb6\u8bd5\u8fc7\u4e86 V4 \u53d8\u5f3a\u4e86\uff0c\u4f46\u662f\u4e5f\u592a\u8d35\u4e86\uff0c\u65e9\u70b9\u51fa coding plan \u5427", "id": "t/1208338", "date_published": "2026-04-24T08:48:58+00:00", "content_html": "

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\n" }, { "author": { "url": "member/0bit0", "name": "0bit0", "avatar": "https://cdn.v2ex.com/avatar/9f99/543f/632960_large.png?m=1686208241" }, "url": "t/1208292", "title": "\u73b0\u5728\u5f00\u53d1 agent \u5e94\u7528\uff0c\u4f60\u4eec\u7528\u4ec0\u4e48\u6846\u67b6\uff1f", "id": "t/1208292", "date_published": "2026-04-24T06:48:01+00:00", "content_html": "

langchain \u8fd8\u662f claude-agent-sdk \uff1f

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\u5947\u602a\u7684\u4e8b\u60c5\u6765\u4e86\uff1agit \u5386\u53f2\u53d8\u6210\u4e86\u53d8\u5f97\u6587\u4ef6\u5939\u7684\u6587\u4ef6\u3002\u3002\u6700\u91cd\u8981\u7684\u662f\uff0cB \u8d26\u6237\u544a\u8bc9\u6211\uff0c\u73b0\u5b58\u6587\u4ef6\u7684 1893 \u884c\u548c 3675 \u884c\u4e0e\u6211\u7684\u8981\u6c42\u6ca1\u6709\u4efb\u4f55\u5173\u8054\u3002\u3002\u4e5f\u5c31\u662f\u6211\u6240\u6709\u6211\u6539\u597d\u7684\u4ee3\u7801\uff0c\u5728\u6211\u5207\u6362\u8d26\u6237\u540e\uff0c\u4ed6\u51ed\u7a7a\u6d88\u5931\u4e86\u3002\u3002\u3002" }, { "author": { "url": "member/Freeman1989", "name": "Freeman1989", "avatar": "https://cdn.v2ex.com/gravatar/527d5676bad37181d8692aedc0321e81?s=73&d=retro" }, "url": "t/1208285", "title": "Roo code \u6ca1\u4e86", "id": "t/1208285", "date_published": "2026-04-24T06:21:27+00:00", "content_html": "

Roo code \u5ba3\u5e03 5 \u6708\u4e2d\u65ec\u7ed3\u675f\u5b98\u65b9\u7684\u652f\u6301\u3002\u5b98\u65b9\u8f6c\u5411\u505a Roomote \uff0c\u540e\u7eed\u7684 Roo code \u53ef\u80fd\u4ea4\u7531\u793e\u533a\u7ef4\u62a4\u6216\u8005\u76f4\u63a5\u5173\u505c\u3002\u6709\u5565\u5e73\u66ff\u63a8\u8350\u5417\uff1f

\n" }, { "author": { "url": "member/dingawm", "name": "dingawm", "avatar": "https://cdn.v2ex.com/avatar/9d2d/9f71/212541_large.png?m=1777002230" }, "url": "t/1208280", "title": "\u4e00\u4e2a\u4f8b\u5b50\u53c8\u62c9\u56de\u4e86\u6211\u5bf9 DeepSeek V4 Pro \u7684\u5370\u8c61\uff0c\u540e\u7eed\u8fd8\u662f\u5f97\u591a\u591a\u6d4b\u8bd5\u770b\u770b", "id": "t/1208280", "date_published": "2026-04-24T06:03:48+00:00", "content_html": "

\u7528\u4e86\u4e00\u4e2a kimi \u5b98\u7f51\u7684 Agent \u7684\u793a\u4f8b Prompt\uff1a

\u300c Meridian Architecture \u300d\u9ad8\u7aef\u5efa\u7b51\u8bbe\u8ba1\u4e8b\u52a1\u6240\u5b98\u7f51\uff0c\u5c55\u793a\u9879\u76ee\u4f5c\u54c1\u3001\u8bbe\u8ba1\u7406\u5ff5\u3001\u56e2\u961f\u3001\u83b7\u5956\u3001\u8054\u7cfb\u8868\u5355\u3001\u7559\u8a00\u7c3f\u3002\u4e2d\u82f1\u53cc\u8bed\u3001\u6781\u7b80\u4e3b\u4e49\u5efa\u7b51\u7f8e\u5b66\u3001\u6df1\u8272\u7cfb\uff08\u9ed1/\u6df1\u7070\uff09+ \u91d1\u94dc\u8272\u70b9\u7f00\u3002\u533a\u5757\uff1aHero \uff08\u5168\u5c4f\u6469\u5929\u5927\u697c\u822a\u62cd\u89c6\u9891 + \"Shaping the Horizon\" \u6807\u9898 + EST.2008 \u6807\u7b7e\uff09\u3001Projects \uff08 4 \u4e2a\u9879\u76ee\u5361\u7247\uff0c16:10 \u6bd4\u4f8b + \u7f16\u53f7 + \u4f4d\u7f6e + \u63cf\u8ff0\uff09\u3001Philosophy \uff08 3 \u5217\u6570\u5b57\u7edf\u8ba1 148 \u9879\u76ee/32 \u56fd\u5bb6/26 \u5956\u9879 + \u5de5\u5320\u6253\u78e8\u89c6\u9891\uff09\u3001Team \uff08 8 \u4f4d\u5efa\u7b51\u5e08\u7f51\u683c\uff09\u3001Awards \uff08 10 \u6761\u5956\u9879\u65f6\u95f4\u7ebf + 6 \u672c\u51fa\u7248\u7269\uff09\u3001Contact \uff08\u8868\u5355 + \u7559\u8a00\u7c3f\uff09\u3001Footer \u3002\u6280\u672f\uff1aReact + Express + tRPC + MySQL + Drizzle + OAuth + AI \u804a\u5929\u52a9\u624b\uff08\u6d6e\u52a8\u53f3\u4e0b\u91d1\u8272\u6309\u94ae\uff09\u3002\n

\u603b\u4f53\u6548\u679c\u8d85\u51fa\u9884\u671f\u3002\nDeepSeek V4 Pro \u5728 Claude Code \u4e2d\u5f00\u542f\u4e86\u4e00\u4e9b\u5e38\u89c1\u7684 skill \u6216\u63d2\u4ef6\uff08\u6709\u4e00\u4e2a front-design \u7684 skill \uff09\uff0c\u6548\u679c\u9884\u89c8\uff1a\nhttps://demo5-opal.vercel.app/

Kimi K2.6 Agent \u5728\u7f51\u9875\u91cc\u76f4\u63a5\u751f\u6210\u7684\uff1ahttps://q6bxlhhftz5de.kimi.site/

kimi \u7684\u6709\u5f88\u591a\u91cd\u590d\u7684\u56fe\u7247\uff08\u53ef\u80fd\u662f\u62bd\u5361\u6548\u679c\u4e0d\u597d\uff09\uff0c\u800c\u4e14\u90e8\u7f72\u65f6\u95f4\u633a\u957f\uff0c\u7136\u540e\u516c\u5f00\u5206\u4eab\u51fa\u6765\u7531\u4e8e\u4f1a\u5360\u7528\u670d\u52a1\u5668\u8d44\u6e90\uff0c\u8fd8\u4f1a\u6309\u65e5\u6263\u9664\u8ba2\u9605\u91cc\u7684\u989d\u5ea6\uff0c\u540e\u9762\u4f1a\u53d6\u6d88\u516c\u5f00\u5206\u4eab\u3002

\u5927\u6982\u8fc7\u7a0b\uff1a

\u76f4\u63a5\u5728 Claude Code \u91cc\u8f93\u5165 Prompt \uff0c\u4e00\u6b21\u6027\u751f\u6210\uff0c\u672c\u5730\u9884\u89c8\u524d\u7aef\u6ca1\u5565\u95ee\u9898\uff0c\u65e5\u5fd7\u91cc\u6709\u4e00\u4e9b\u5e94\u8be5\u4e0d\u7b97\u4e25\u91cd\u7684\u9519\u8bef\u65e5\u5fd7\uff0cAPI \u82b1\u8d39\u5927\u6982 10 \u5757\u94b1\u3002
\u7136\u540e\u6211\u60f3\u90e8\u7f72\u51fa\u6765\u770b\u770b\uff0c\u76f4\u63a5\u548c DeepSeek \u8ba8\u8bba\u662f\u5426\u80fd\u76f4\u63a5\u90e8\u7f72\u5230 Vercel \uff0c\u7531\u4e8e\u9879\u76ee\u6709 MySQL \u6570\u636e\u5e93\uff0c\u5b83\u5efa\u8bae\u5206\u5f00\u90e8\u7f72\uff0c\u524d\u7aef\u90e8\u7f72\u5230 Vercel \u3002\u5728\u4ed6\u7684\u63d0\u793a\u4e0b\u5b89\u88c5\u4e86 Vercel \u7684 cli \u5e76\u6388\u6743\u4e86\uff08 Vercel \u7684 Claude Code \u63d2\u4ef6\u662f\u81ea\u5df1\u624b\u52a8\u5b89\u88c5\u7684\uff0c\u6388\u6743\u90a3\u4e2a\u6ca1\u6709\u660e\u663e\u63d0\u793a\uff0c\u81ea\u5df1\u624b\u52a8\u6253\u5f00\u4e86\u5b83\u7684\u8f93\u51fa\u91cc\u7684\u94fe\u63a5\u8fdb\u884c\u4e86\u6388\u6743\uff0c\u4e0d\u591f\u53cb\u597d\u4e14\u611f\u89c9\u6709\u70b9\u4e0d\u5b89\u5168\uff09\u3002\u4e4b\u540e\u4e00\u6b21\u6027\u90e8\u7f72\u6210\u529f\u3002
\u4e4b\u540e\u53d1\u73b0\u7f3a\u5c11\u56fe\u7247\uff0c\u5b83\u89e3\u91ca\u662f\u8bf4\u9700\u8981\u4ece\u540e\u7aef\u83b7\u53d6\uff0c\u8ba9\u5b83\u6539\u6210\u524d\u7aef\u6682\u65f6\u7528 mock/\u9759\u6001\u7684\u6570\u636e\uff0c\u7136\u540e\u4fee\u6539\u540e\u91cd\u65b0\u90e8\u7f72\u5230 Vercel \u4e0a\u5c31\u662f\u4e0a\u9762\u6700\u7ec8\u7684\u6548\u679c\u3002

\u4e2a\u4eba\u611f\u53d7\uff1a

\u5ba1\u7f8e\u4e0a\uff1a\u8fd9\u6b21\u754c\u9762\u5f88\u60ca\u8273\uff0c\u4e00\u4e2a\u662f\u6ca1\u6709\u6ee5\u7528\u7684\u5706\u89d2\u77e9\u5f62\uff0c\u8fd8\u6709\u4e00\u4e2a\u662f\u90a3\u4e2a\u56e2\u961f\u90a3\u91cc\u628a\u9f20\u6807\u79fb\u5230\u56fe\u7247\u4e0a\u7684\u6548\u679c\u6211\u5f88\u559c\u6b22\u3002
Claude Code \u91cc\u7684\u4f7f\u7528\uff1a\u957f\u4efb\u52a1\u5e94\u8be5\u6ca1\u5565\u95ee\u9898\uff0c\u4f46\u662f\u53ef\u80fd\u8f93\u51fa\u6709\u70b9\u6162\uff0c\u7b2c\u4e00\u6b21\u672c\u5730\u4e00\u6b21\u6027\u751f\u6210\u5927\u6982\u4f1a\u8d39\u4e86 30-40 \u5206\u949f\uff0c\u6ca1\u6709\u4e2d\u65ad\u3002\u5de5\u5177\u8c03\u7528\u611f\u89c9\u4e5f\u4e0d\u9519\uff0c\u8c03\u7528\u5de5\u5177\u633a\u79ef\u6781\u7684\uff0c\u770b\u4e86\u51e0\u6b21\uff0c\u8c03\u7528\u5f97\u4e5f\u6bd4\u8f83\u5408\u9002\u3002
\u7531\u4e8e\u8fd8\u6ca1\u6709 Coding Plan \uff0c\u5355\u7eaf API \u8ba1\u8d39\u786e\u5b9e\u4e0d\u4fbf\u5b9c\uff0c\u603b\u5171\u5927\u6982\u82b1\u8d39\u4e86 16 \u5757\u94b1\u3002

\u6709\u4e86\u524d\u9762\u7684\u90a3\u4e2a\u6253\u8138\uff0c\u5355\u7eaf\u7684\u51e0\u6b21\u6d4b\u8bd5\u786e\u5b9e\u4e5f\u8fd8\u770b\u4e0d\u51fa\u6765\u5565\uff0c\u4ec5\u4f9b\u53c2\u8003\u5427\u3002 \u800c\u4e14\u8fd9\u79cd\u4e00\u6b21\u6027\u7684 Prompt \u6ca1\u529e\u6cd5\u770b\u51fa\u6765\u6a21\u578b\u5bf9\u4e8e\u5bf9\u4e8e\u7ec6\u8282\uff0c\u9879\u76ee\u7406\u89e3\uff0c\u4ee3\u7801\u4fee\u6539\u65b9\u9762\u7684\u6c34\u5e73\uff0c\u540e\u7eed\u8fd8\u9700\u8981\u66f4\u591a\u6d4b\u8bd5\uff0c\u4e5f\u5e0c\u671b\u80fd\u5c3d\u5feb\u51fa\u4e2a Coding Plan \u5427\uff0c\u4e0d\u7136\u73b0\u5728\u7684\u4ef7\u683c\u786e\u5b9e\u6027\u4ef7\u6bd4\u4e0d\u9ad8\u3002

\n" }, { "author": { "url": "member/andforce", "name": "andforce", "avatar": "https://cdn.v2ex.com/avatar/5fd5/33c7/136189_large.png?m=1774924642" }, "url": "t/1208272", "title": "\u8fd9\u5c01\u90ae\u4ef6\u662f\u544a\u77e5\u4f60\u5173\u4e8e\u300a\u4e92\u8054\u7f51\u5e73\u53f0\u4f01\u4e1a\u6d89\u7a0e\u4fe1\u606f\u62a5\u9001\u89c4\u5b9a\u300b(\u56fd\u52a1\u9662\u4ee4\u7b2c 810 \u53f7) \u8fd9\u4e00\u65b0\u7684\u4fe1\u606f\u62a5\u9001\u8981\u6c42\u3002", "id": "t/1208272", "date_published": "2026-04-24T05:22:50+00:00", "content_html": "\u4f60\u597d\uff0c
\u8fd9\u5c01\u90ae\u4ef6\u662f\u544a\u77e5\u4f60\u5173\u4e8e\u300a\u4e92\u8054\u7f51\u5e73\u53f0\u4f01\u4e1a\u6d89\u7a0e\u4fe1\u606f\u62a5\u9001\u89c4\u5b9a\u300b(\u56fd\u52a1\u9662\u4ee4\u7b2c 810 \u53f7) \u8fd9\u4e00\u65b0\u7684\u4fe1\u606f\u62a5\u9001\u8981\u6c42\u3002\u6839\u636e\u8be5\u89c4\u5b9a\uff0cApple \u6709\u4e49\u52a1\u4ece\u901a\u8fc7 App Store \u5206\u53d1 App \u7684\u5f00\u53d1\u8005\u5904\u6536\u96c6\u7279\u5b9a\u4fe1\u606f\u5e76\u63d0\u4f9b\u7ed9\u4e2d\u56fd\u7a0e\u52a1\u673a\u5173*\u3002
\u4e3a\u4e86\u9075\u5b88\u56fd\u52a1\u9662\u4ee4\u7b2c 810 \u53f7\u53ca\u76f8\u5173\u7a0e\u52a1\u6cd5\u89c4\uff0c\u4f60\u9700\u8981\u524d\u5f80 App Store Connect \u7684\u201c\u5546\u52a1\u201d\u90e8\u5206\u63d0\u4f9b\u4f60\u7684\u4fe1\u606f\u3002
\u8fdb\u4e00\u6b65\u4e86\u89e3\u56fd\u52a1\u9662\u4ee4\u7b2c 810 \u53f7
\u5982\u6709\u4efb\u4f55\u7a0e\u52a1\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u4f60\u7684\u7a0e\u52a1\u987e\u95ee\u3002
\u5982\u6709\u9690\u79c1\u76f8\u5173\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb Apple \u6570\u636e\u4fdd\u62a4\u5b98\u3002
\u5982\u6709\u5176\u4ed6\u7591\u95ee\uff0c\u8bf7\u8054\u7cfb\u6211\u4eec (\u82f1\u6587)\u3002
App Store \u56e2\u961f

\u6709\u6536\u5230\u7684\u5417\uff1f" }, { "author": { "url": "member/mytsing520", "name": "mytsing520", "avatar": "https://cdn.v2ex.com/avatar/9402/97cc/70827_large.png?m=1751608165" }, "url": "t/1208269", "title": "Apple Developer\uff1a\u4e2d\u56fd\u5f00\u53d1\u8005\u9700\u63d0\u4ea4\u6709\u6548\u7684\u7edf\u4e00\u793e\u4f1a\u4fe1\u7528\u4ee3\u7801", "id": "t/1208269", "date_published": "2026-04-24T05:15:32+00:00", "content_html": "

" }, { "author": { "url": "member/dingawm", "name": "dingawm", "avatar": "https://cdn.v2ex.com/avatar/9d2d/9f71/212541_large.png?m=1777002230" }, "url": "t/1208250", "title": "\u53ea\u80fd\u8bf4 DeepSeek V4 Pro \u7ee7\u7eed\u52aa\u529b\u5427\uff0c\u5929\u6c14\u5361\u7247\u6548\u679c\u4e00\u822c", "id": "t/1208250", "date_published": "2026-04-24T03:45:41+00:00", "content_html": "

\u7b80\u5355\u8bd5\u4e86\u4e0b\u5929\u6c14\u5361\u7247\uff0c\u4e2d\u6587\u82f1\u6587\u90fd\u8bd5\u4e86\uff0c\u592a\u7b80\u964b\u4e86\uff1a\n $\"\u56fe\u7247.png\"$

\u4e2d\u6587\uff1a

\u521b\u5efa\u4e00\u4e2a\u5305\u542b CSS \u548c Javascript \u7684\u5355\u4e00 HTML \u6587\u4ef6\uff0c\u7528\u4e8e\u751f\u6210\u52a8\u753b\u5929\u6c14\u5361\u7247\u3002\u5361\u7247\u5e94\u8be5\u901a\u8fc7\u4e0d\u540c\u7684\u52a8\u753b\u76f4\u89c2\u5730\u8868\u793a\u4ee5\u4e0b\u5929\u6c14\u72b6\u51b5\uff1a\n\n\u98ce\uff1a\uff08\u4f8b\u5982\uff0c\u79fb\u52a8\u7684\u4e91\u6735\u3001\u6447\u6446\u7684\u6811\u6728\u6216\u98ce\u7ebf\uff09\n\n\u96e8\uff1a\uff08\u4f8b\u5982\uff0c\u4e0b\u843d\u7684\u96e8\u6ef4\u3001\u5f62\u6210\u7684\u6c34\u5751\uff09\n\n\u9633\u5149\uff1a\uff08\u4f8b\u5982\uff0c\u95ea\u8000\u7684\u5149\u7ebf\u3001\u660e\u4eae\u7684\u80cc\u666f\uff09\n\n\u96ea\uff1a\uff08\u4f8b\u5982\uff0c\u4e0b\u843d\u7684\u96ea\u82b1\u3001\u79ef\u7d2f\u7684\u96ea\uff09\n\n\u6240\u6709\u5929\u6c14\u5361\u7247\u5e94\u5e76\u6392\u663e\u793a\uff0c\u5361\u7247\u5e94\u8be5\u6709\u6df1\u8272\u80cc\u666f\u3002\n\n\u5728\u8fd9\u4e2a\u5355\u4e00\u6587\u4ef6\u4e2d\u63d0\u4f9b\u6240\u6709 HTML \u3001CSS \u548c Javascript \u4ee3\u7801\u3002Javascript \u5e94\u8be5\u5305\u542b\u4e00\u79cd\u5207\u6362\u4e0d\u540c\u5929\u6c14\u72b6\u51b5\u7684\u65b9\u5f0f\uff08\u4f8b\u5982\uff0c\u4e00\u4e2a\u51fd\u6570\u6216\u4e00\u7ec4\u6309\u94ae\uff09\u4ee5\u5c55\u793a\u6bcf\u79cd\u5929\u6c14\u7684\u52a8\u753b\u6548\u679c\u3002\n

\u82f1\u6587\uff1a

Create a single HTML file containing CSS and Javascript to generate an animated weather card. The card should visually represent the following weather conditions with distinct animations: Wind: (e.g., moving clouds, swaying trees, or wind lines) Rain: (e.g., falling raindrops, puddles forming) Sun: (e.g., shining rays, bright background) Snow: (e.g., falling snowflakes, snow accumulating) Show all the weather card side by side The card should have a dark background. Provide all the HTML, CSS, and Javascript code within this single file. The Javascript should include a way to switch between the different weather conditions (e.g., a function or a set of buttons) to demonstrate the animations for each.\n

\n" }, { "author": { "url": "member/jchencode", "name": "jchencode", "avatar": "https://cdn.v2ex.com/avatar/b6db/b91f/409961_large.png?m=1773891741" }, "url": "t/1208243", "title": "\u5f88\u96be\u8bc4\uff0c GPT5.5 \u53d1\u5e03\uff0c Opus4.6 \u964d\u667a\u95ee\u9898\u4e5f\u5904\u7406\u597d\u4e86\uff0c DeepSeek V4 \u4e5f\u53d1\u5e03\u4e86\u3002", "id": "t/1208243", "date_published": "2026-04-24T03:33:12+00:00", "content_html": "" }, { "author": { "url": "member/BeautifulSoap", "name": "BeautifulSoap", "avatar": "https://cdn.v2ex.com/avatar/1e0f/48e8/266237_large.png?m=1760788101" }, "url": "t/1208242", "date_modified": "2026-04-24T03:30:45+00:00", "content_html": "

https://developers.openai.com/api/docs/pricing?latest-pricing=standard

\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

Model	Input Credits	Output Credits
GPT-5.3-Codex	43.75	350
GPT-5.4	62.50	375
GPT-5.5	125	750

\u5929\u584c\u4e86\u554a\uff0c\u6700\u65b0 openai \u7684\u6a21\u578b\u8d8a\u6765\u8d8a\u8d35\uff0c\u7a77\u4eba\u8981\u7528\u4e0d\u8d77\u4e86\u554a

\u770b gpt5.5 \u7684 token \u4ef7\u683c\u7ffb\u500d\u4e86\u611f\u89c9\u4e0d\u5999\uff0c\u7ed3\u679c\u4e00\u770b codex \u6d88\u8017\u679c\u7136\u76f8\u6bd4 5.4 \u4e5f\u7ffb\u500d\u4e86

\u672c\u6765 codex \u7684 credit \u8ba1\u7b97\u89c4\u5219\u6539\u4e86\u540e\u5c31\u660e\u663e\u6d88\u8017\u91cf\u52a0\u5feb\u4e86\uff0c\u7ed3\u679c\u73b0\u5728 5.5 \u7528\u91cf\u8fd8\u7ffb\u500d\u4e86

\u7136\u540e codex \u4e2d 5.5 \u9ed8\u8ba4\u7684\u63a8\u7406\u5f3a\u5ea6\u8fd8\u662f extra high \u3002\u3002\u3002\u3002\u3002

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\n", "date_published": "2026-04-24T03:29:50+00:00", "title": "GPT5.5 \u5728 codex \u4e2d credit \u6d88\u8017\u91cf\u76f8\u6bd4 5.4 \u7ffb\u500d", "id": "t/1208242" }, { "author": { "url": "member/EmptyDoc", "name": "EmptyDoc", "avatar": "https://cdn.v2ex.com/gravatar/54259d671daf88b007f7104b2fe4829c?s=73&d=retro" }, "url": "t/1208230", "title": "DeepSeek V4 \u9884\u89c8\u7248\u5df2\u53d1\u5e03", "id": "t/1208230", "date_published": "2026-04-24T03:14:16+00:00", "content_html": "\u5b98\u65b9\u516c\u4f17\u53f7\uff1a
DeepSeek-V4 \u9884\u89c8\u7248\uff1a\u8fc8\u5165\u767e\u4e07\u4e0a\u4e0b\u6587\u666e\u60e0\u65f6\u4ee3
https://mp.weixin.qq.com/s/8bxXqS2R8Fx5-1TLDBiEDg

\u5b98\u7f51\u548c API \u5df2\u7ecf\u540c\u6b65\u66f4\u65b0\uff0c\u6709\u60f3\u8981\u5c1d\u9c9c\u7684\u53ef\u4ee5\u7528\u8d77\u6765\u4e86" }, { "author": { "url": "member/mohuani", "name": "mohuani", "avatar": "https://cdn.v2ex.com/avatar/7ae3/4ce7/568301_large.png?m=1777000201" }, "url": "t/1208227", "title": "deepseek-v4 \u6765\u4e86", "id": "t/1208227", "date_published": "2026-04-24T03:10:14+00:00", "content_html": "

\u6a21\u578b\uff1a https://huggingface.co/collections/deepseek-ai/deepseek-v4
\u4ef7\u683c\uff1a https://api-docs.deepseek.com/zh-cn/quick_start/pricing

\n" }, { "author": { "url": "member/mobinf", "name": "mobinf", "avatar": "https://cdn.v2ex.com/gravatar/41f59acdf13df91e28f26312bf92efe5?s=73&d=retro" }, "url": "t/1208219", "title": "DeepSeek-V4 \u7684\u9884\u89c8\u7248\u672c\u6b63\u5f0f\u4e0a\u7ebf\u5e76\u540c\u6b65\u5f00\u6e90", "id": "t/1208219", "date_published": "2026-04-24T03:04:49+00:00", "content_html": "

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\n" }, { "author": { "url": "member/Crawping", "name": "Crawping", "avatar": "https://cdn.v2ex.com/gravatar/61a5875c5e38c8db2f5cda031098bb76?s=73&d=retro" }, "url": "t/1208216", "title": "DeepSeek 4.0 \u53d1\u5e03\u5728\u5373, \u5b98\u7f51 Price plan \u5df2\u7ecf\u53ef\u4ee5\u770b\u5230\u4ef7\u683c\u4e86", "id": "t/1208216", "date_published": "2026-04-24T03:02:03+00:00", "content_html": "\u6bcf\u5929\u634f\u7740\u9f3b\u5b50\u7528 A\\\u7684 Opus \u771f\u662f\u6076\u5fc3

DS 4 \u53d1\u5e03\u4e86,\u8ba1\u5212\u540c\u6b65\u8ba2\u9605,\u54ea\u6015\u4e0d\u7528, \u4e5f\u652f\u6301\u4e0b. \u5e0c\u671b\u8d8a\u505a\u8d8a\u597d,\u628a A\\,\u5965\u7279\u66fc\u7684\u4ef7\u683c\u6253\u4e00\u6253!" }, { "author": { "url": "member/defaw", "name": "defaw", "avatar": "https://cdn.v2ex.com/gravatar/ec59290e33772f3aebadf70232627903?s=73&d=retro" }, "url": "t/1208213", "title": "\u8f7b\u5ea6\u4f7f\u7528\u4e86 Kimi k2.6\uff0c\u73af\u5883\u662f opencode go\uff0c\u63a8\u7406\u8fc7\u7a0b\u7ed9\u4eba\u4e00\u79cd\u6781\u5176\u96be\u53d7\u7684\u611f\u89c9", "id": "t/1208213", "date_published": "2026-04-24T02:54:56+00:00", "content_html": "

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\n" }, { "author": { "url": "member/putilaoha", "name": "putilaoha", "avatar": "https://cdn.v2ex.com/avatar/e8a1/19a6/537921_large.png?m=1773198901" }, "url": "t/1208179", "title": "\u4e00\u4e2a\u4eba\u5199\u4e86\u5927\u534a\u5e74 Android App\uff0c\u804a\u804a\u8fc7\u7a0b\u4e2d\u7684\u4e00\u4e9b\u53d6\u820d\uff0c\u7b2c\u4e09\u7bc7", "id": "t/1208179", "date_published": "2026-04-24T02:03:30+00:00", "content_html": "

\u524d\u4e24\u7bc7\u804a\u8fc7 Meows \u7684\u5f00\u53d1\u53d6\u820d\uff08\u7b2c\u4e00\u7bc7\u3001\u7b2c\u4e8c\u7bc7\uff09\uff0c\u4e0a\u6b21\u7ed3\u5c3e\u7559\u4e86\u4e2a\u5c3e\u5df4\u2014\u2014SSH \u96a7\u9053\u548c\u8fdb\u5236\u8f6c\u6362\u3002\u8fd9\u4fe9\u78e8\u4e86\u4e00\u9635\u5b50\uff0c1.0.147 \u521a\u63a8\u5230 Play Store \uff0c\u6765\u4ea4\u4ed8\u4e00\u4e0b\u3002

SSH \u96a7\u9053

\u4e00\u76f4\u60f3\u505a\u8fd9\u4e2a\u3002SSH \u672c\u8eab\u7684 -L \u672c\u5730\u8f6c\u53d1\u548c -R \u8fdc\u7a0b\u8f6c\u53d1\u5f88\u5b9e\u7528\uff0c\u4f46\u624b\u673a\u4e0a\u6ca1\u5408\u9002\u7684\u5ba2\u6237\u7aef\u56fe\u5f62\u5316\u914d\u7f6e\uff0c\u8981\u7528\u7684\u65f6\u5019\u8fd8\u662f\u5f97\u8d77 Termux \u6572\u547d\u4ee4\u3002

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$\"\u6dfb\u52a0\u96a7\u9053\"$

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$\"\u8bbe\u7f6e\u5165\u53e3\"$

\u8fd9\u7b97\u662f\u7b2c\u4e09\u4e2a SSH \u8fde\u63a5\u6c60\u4e86\u3002\u4e4b\u524d\u76d1\u63a7\u548c\u4ea4\u4e92\u5f0f Shell \u5c31\u662f\u4e24\u6c60\u72ec\u7acb\u7684\uff0c\u96a7\u9053\u53c8\u52a0\u4e86\u4e00\u6c60\u3002\u4e09\u6c60\u4e92\u4e0d\u5e72\u6270\uff1a\u4efb\u4f55\u4e00\u4e2a\u6302\u4e86\u4e0d\u5f71\u54cd\u53e6\u5916\u4e24\u4e2a\u3002

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$4.99 \u4e70\u65ad\uff0c\u4e0d\u8ba2\u9605\u4e0d\u5185\u8d2d\u3002Google Play \u641c Meows \u3002

https://play.google.com/store/apps/details?id=com.meows.android

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\u6709\u95ee\u9898\u7ee7\u7eed\u56de\u5e16\u3002

\n" }, { "author": { "url": "member/efeng5872", "name": "efeng5872", "avatar": "https://cdn.v2ex.com/gravatar/2ef9e7918b713ce7a5ecb4da810eea6c?s=73&d=retro" }, "url": "t/1208123", "date_modified": "2026-04-23T15:02:25+00:00", "content_html": "\u4eca\u5929\u66f4\u65b0 CPA \uff0c\u76f4\u63a5\u88ab Windows \u63d0\u793a\u75c5\u6bd2\u5220\u9664\u4e86\uff0c\u8bd5\u4e86\u4e0b\uff0cv6.9.34 \uff0cv6.9.33 \u90fd\u6709\u95ee\u9898

", "date_published": "2026-04-23T15:00:32+00:00", "title": "CPA CLIProxyAPI \u88ab Windows \u63d0\u793a\u75c5\u6bd2", "id": "t/1208123" }, { "author": { "url": "member/Kodama", "name": "Kodama", "avatar": "https://cdn.v2ex.com/gravatar/16e0b2d1cbf4f80a79b47d5dd97d728a?s=73&d=retro" }, "url": "t/1208119", "date_modified": "2026-04-23T14:32:07+00:00", "content_html": "

", "date_published": "2026-04-23T14:28:24+00:00", "title": "Google AI Ultra \u53c8\u641e\u4e8b\u60c5\uff0c AI credits \u76f4\u63a5\u780d\u534a", "id": "t/1208119" }, { "author": { "url": "member/Dorathea", "name": "Dorathea", "avatar": "https://cdn.v2ex.com/gravatar/fa074e3135f8bbf8588cf0525739a055?s=73&d=retro" }, "url": "t/1208111", "date_modified": "2026-04-24T00:24:18+00:00", "content_html": "

OP \u6700\u8fd1\u4f7f\u7528 SDD(spec-kit) \u4ece\u96f6\u5f00\u53d1\u4e00\u4e2a\u76f8\u5bf9\u6ca1\u90a3\u4e48\u590d\u6742\u7684\u670d\u52a1\u5668, \u4f46\u9047\u5230\u4e86\u4ee5\u4e0b\u95ee\u9898:

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\n\u5176\u6b21\u662f\u6bd4\u8f83\u5bb9\u6613\u63d0\u524d\u5b9e\u73b0, \u6bd4\u5982\u5728 specify \u9636\u6bb5, \u5982\u679c prompts \u6d89\u53ca\u5230\u4e86\u90e8\u5206\u5b9e\u73b0\u7684\u8bdd, AI \u53ef\u80fd\u5c31\u76f4\u63a5\u5b9e\u73b0\u4e86

\u6574\u4f53\u7ed9\u4eba\u7684\u611f\u89c9\u662f, \u5982\u679c\u6309\u7167\u6b63\u5e38\u6d41\u7a0b\u8d70, \u662f\u6bd4\u8f83\u89c4\u8303(\u4e5f\u5f88\u91cd)\u7684\u5f00\u53d1\u65b9\u5f0f. \u4f46\u5982\u679c\u7a0d\u5fae\u8131\u79bb\u6b63\u8f68\u5c31\u53ea\u80fd\u81ea\u6c42\u591a\u798f

\u73b0\u9636\u6bb5 SDD \u7ed9\u6211\u7684\u611f\u89c9\u6709\u70b9\u7c7b\u4f3c \u201cThe Bitter Lesson\u201d
\n\u6211\u4e00\u5929\u597d\u50cf\u90fd\u5728\u6447\u8001\u864e\u673a...

\u6240\u4ee5\u60f3\u5bfb\u6c42\u5404\u4f4d\u5728 SDD \u7684\u5b9e\u8df5\u65b9\u5f0f

\n", "date_published": "2026-04-23T13:40:55+00:00", "title": "\u6c42\u5206\u4eab SDD \u76f8\u5173\u5b9e\u8df5\u7ecf\u9a8c", "id": "t/1208111" }, { "author": { "url": "member/ebushicao", "name": "ebushicao", "avatar": "https://cdn.v2ex.com/avatar/7bad/8a20/441003_large.png?m=1716075803" }, "url": "t/1208104", "title": "\u5c0f\u7c73\u548c\u817e\u8baf Token Plan \u6700\u5751\u7684\u5c31\u662f\u5373\u4fbf\u547d\u4e2d\u7f13\u5b58\u4f9d\u65e7\u6b63\u5e38\u7b97 Token", "id": "t/1208104", "date_published": "2026-04-23T12:30:36+00:00", "content_html": "" }, { "author": { "url": "member/Yserver", "name": "Yserver", "avatar": "https://cdn.v2ex.com/gravatar/674dba3d571debf954d4c624688489e6?s=73&d=retro" }, "url": "t/1208100", "title": "\u8fd9\u4e9b\u6a21\u578b\u7684\u5e02\u573a\u5bb9\u6613\u505a\u5417", "id": "t/1208100", "date_published": "2026-04-23T12:18:13+00:00", "content_html": "

\u5982\u9898\uff0c\u8bf7\u95ee\u5404\u4f4d\u4e0b\u9762\u8fd9\u4e9b\u6a21\u578b\u7528\u7684\u4eba\u591a\u5417\uff1f\u7ade\u4e89\u6fc0\u70c8\u4e0d\uff1f\u57fa\u672c\u90fd\u662f\u963f\u91cc\u5356\u7684\u6a21\u578b

deepseek-r1
\ndeepseek-v3
\ndeepseek-v3.1
\ndeepseek-v3.2
\ndeepseek-v3.2-exp

gte-rerank-v2

qwen-image-2.0
\nqwen-image-2.0-pro
\nqwen-long
\nqwen-plus

qwen3-coder-flash
\nqwen3-coder-next
\nqwen3-coder-plus
\nqwen3-max
\nqwen3-vl-flash
\nqwen3-vl-plus
\nqwen3.5-flash
\nqwen3.5-plus

text-embedding-v4

wan2.5-i2v-preview
\nwan2.5-t2v-preview
\nwan2.6-i2v
\nwan2.6-i2v-flash
\nwan2.6-r2v
\nwan2.6-r2v-flash
\nwan2.6-t2v