﻿<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:trackback="http://madskills.com/public/xml/rss/module/trackback/" xmlns:wfw="http://wellformedweb.org/CommentAPI/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/"><channel><title>语源科技BlogJava-所有随笔区</title><link>http://www.blogjava.net/all</link><description>专注于Java技术</description><language>zh-cn</language><lastBuildDate>Sat, 14 Mar 2026 16:27:52 GMT</lastBuildDate><pubDate>Sat, 14 Mar 2026 16:27:52 GMT</pubDate><ttl>60</ttl><item><title>语义缓存 - 使用Higress</title><link>http://www.blogjava.net/paulwong/archive/2026/03/11/451755.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Wed, 11 Mar 2026 10:07:00 GMT</pubDate><guid>http://www.blogjava.net/paulwong/archive/2026/03/11/451755.html</guid><wfw:comment>http://www.blogjava.net/paulwong/comments/451755.html</wfw:comment><comments>http://www.blogjava.net/paulwong/archive/2026/03/11/451755.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/paulwong/comments/commentRss/451755.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/paulwong/services/trackbacks/451755.html</trackback:ping><description><![CDATA[与大模型的对话，如果之后其他人非当前用户的问题如果与之前的用户问的问题类似，可迅速从缓存中取出，无需再走LLM。<br /><br />使用ai网关Higress，此动作在服务端Higress中完成，客户端无需任何代码。<br /><br />在milvus的vector db中新加collection，名称：<span style="font-size: 13px; background-color: #eeeeee;">ai_higress_cache，和以下字段：<br /></span><div style="background-color:#eeeeee;font-size:13px;border:1px solid #CCCCCC;padding-right: 5px;padding-bottom: 4px;padding-left: 4px;padding-top: 4px;width: 98%;word-break:break-all"><!--<br /><br />Code highlighting produced by Actipro CodeHighlighter (freeware)<br />http://www.CodeHighlighter.com/<br /><br />-->Field,&nbsp;Type,&nbsp;Index&nbsp;Name,&nbsp;Index&nbsp;Type,&nbsp;Index&nbsp;Parameters<br />id,auto&nbsp;id,&nbsp;Int64<br />vector,&nbsp;FloatVector(4096),&nbsp;vector,&nbsp;metric_type:COSINE<br />question,&nbsp;VarChar(5000)<br />answer,&nbsp;VarChar(5000)<br />#这三个字段vector,&nbsp;question,&nbsp;answer是必需的，且名字不能改</div><br />前期需要配置做embedding的服务，VECTOR DB的服务，均可在服务来源中完成。<br /><br />在&#8220;ai路由管理&#8221;中，点击某个路由的策略，点击配置，输入以下yaml配置<br /><div style="background-color:#eeeeee;font-size:13px;border:1px solid #CCCCCC;padding-right: 5px;padding-bottom: 4px;padding-left: 4px;padding-top: 4px;width: 98%;word-break:break-all">embedding:<br />&nbsp;&nbsp;apiKey:&nbsp;"sk-xxxxxxx"<br />&nbsp;&nbsp;model:&nbsp;"nvidia/llama-embed-nemotron-8b"<br />&nbsp;&nbsp;path:&nbsp;"/v1/embeddings"<br />&nbsp;&nbsp;serviceName:&nbsp;"llm-vllm-nvidia--llama-embed-nemotron-8b.internal.static"<br />&nbsp;&nbsp;servicePort:&nbsp;80<br />&nbsp;&nbsp;type:&nbsp;"openai"<br />vector:<br />&nbsp;&nbsp;apiKey:&nbsp;"empty-key"<br />&nbsp;&nbsp;collectionID:&nbsp;"ai_higress_cache"<br />&nbsp;&nbsp;serviceName:&nbsp;"my-milvus.static"<br />&nbsp;&nbsp;servicePort:&nbsp;80<br />&nbsp;&nbsp;type:&nbsp;"milvus"<br />cacheKeyFrom:&nbsp;"messages.@reverse.0.content"<br />cacheKeyPrefix:&nbsp;"openai_gpt_oss_20b_"<br />cacheStreamValueFrom:&nbsp;"choices.0.delta.content"<br />cacheValueFrom:&nbsp;"choices.0.message.content"<br />returnResponseTemplate:&nbsp;|<br />&nbsp;&nbsp;{"id":"from-cache","choices":<span style="color: #800000; font-weight: bold; ">[</span><span style="color: #800000; ">{"index":0,"message":{"role":"assistant","content":"%s"},"finish_reason":"stop"}</span><span style="color: #800000; font-weight: bold; ">]</span>,"model":"gpt-4o","object":"chat.completion","usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}<br />returnStreamResponseTemplate:&nbsp;|-<br />&nbsp;&nbsp;data:{"id":"from-cache","choices":<span style="color: #800000; font-weight: bold; ">[</span><span style="color: #800000; ">{"index":0,"delta":{"role":"assistant","content":"%s"},"finish_reason":"stop"}</span><span style="color: #800000; font-weight: bold; ">]</span>,"model":"gpt-4o","object":"chat.completion","usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}<br />&nbsp;&nbsp;data:<span style="color: #800000; font-weight: bold; ">[</span><span style="color: #800000; ">DONE</span><span style="color: #800000; font-weight: bold; ">]</span></div><br />参照：<br /><a href="https://higress.ai/docs/latest/user/plugins/ai/api-provider/ai-cache/" target="_blank">https://higress.ai/docs/latest/user/plugins/ai/api-provider/ai-cache/</a><br /><br /><img src ="http://www.blogjava.net/paulwong/aggbug/451755.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/paulwong/" target="_blank">paulwong</a> 2026-03-11 18:07 <a href="http://www.blogjava.net/paulwong/archive/2026/03/11/451755.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>安装uv</title><link>http://www.blogjava.net/paulwong/archive/2026/03/08/451753.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Sun, 08 Mar 2026 09:32:00 GMT</pubDate><guid>http://www.blogjava.net/paulwong/archive/2026/03/08/451753.html</guid><wfw:comment>http://www.blogjava.net/paulwong/comments/451753.html</wfw:comment><comments>http://www.blogjava.net/paulwong/archive/2026/03/08/451753.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/paulwong/comments/commentRss/451753.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/paulwong/services/trackbacks/451753.html</trackback:ping><description><![CDATA[<div>安装命令</div>
<div>
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;"><!--<br />
<br />
Code highlighting produced by Actipro CodeHighlighter (freeware)<br />
http://www.CodeHighlighter.com/<br />
<br />
-->curl&nbsp;-LsSf&nbsp;https://astral.sh/uv/install.sh&nbsp;|&nbsp;sh</div>
</div>
<div><br />
</div>
<div>同步项目环境，并指定python版本</div>
<div>
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;"><!--<br />
<br />
Code highlighting produced by Actipro CodeHighlighter (freeware)<br />
http://www.CodeHighlighter.com/<br />
<br />
-->uv&nbsp;sync&nbsp;--python&nbsp;3.12</div>
</div>
<div><br />
</div>
<div><br />
</div>
<img src ="http://www.blogjava.net/paulwong/aggbug/451753.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/paulwong/" target="_blank">paulwong</a> 2026-03-08 17:32 <a href="http://www.blogjava.net/paulwong/archive/2026/03/08/451753.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>基于WebSocket的IM即时通信方案在H5游戏场景下的技术实践</title><link>http://www.blogjava.net/jb2011/archive/2026/03/02/451751.html</link><dc:creator>Jack Jiang</dc:creator><author>Jack Jiang</author><pubDate>Mon, 02 Mar 2026 13:56:00 GMT</pubDate><guid>http://www.blogjava.net/jb2011/archive/2026/03/02/451751.html</guid><wfw:comment>http://www.blogjava.net/jb2011/comments/451751.html</wfw:comment><comments>http://www.blogjava.net/jb2011/archive/2026/03/02/451751.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/jb2011/comments/commentRss/451751.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/jb2011/services/trackbacks/451751.html</trackback:ping><description><![CDATA[&nbsp;&nbsp;&nbsp;&nbsp; 摘要: 本文由网易云音乐技术团队入云分享，有修订和排版优化。1、引言说起 IM，大家应该都或多或少了解过一些，一般被熟知是在一些聊天场景里应用的比较多；而一般情况下我们常接触的业务中大多是做一些接口的查询提交之类的操作，用正常的 Ajax 请求就足以满足需求，比较难接触到 IM 这种方案。但如果涉及到一些需要频繁更新数据的业务场景，使用常规接口查询难免会给服务端造成比较大的性能开销，并且数据更新的延迟也会...&nbsp;&nbsp;<a href='http://www.blogjava.net/jb2011/archive/2026/03/02/451751.html'>阅读全文</a><img src ="http://www.blogjava.net/jb2011/aggbug/451751.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/jb2011/" target="_blank">Jack Jiang</a> 2026-03-02 21:56 <a href="http://www.blogjava.net/jb2011/archive/2026/03/02/451751.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>大模型api key中转资源</title><link>http://www.blogjava.net/paulwong/archive/2026/02/27/451750.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Thu, 26 Feb 2026 16:43:00 GMT</pubDate><guid>http://www.blogjava.net/paulwong/archive/2026/02/27/451750.html</guid><wfw:comment>http://www.blogjava.net/paulwong/comments/451750.html</wfw:comment><comments>http://www.blogjava.net/paulwong/archive/2026/02/27/451750.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/paulwong/comments/commentRss/451750.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/paulwong/services/trackbacks/451750.html</trackback:ping><description><![CDATA[<div>aihubmix，能开发票，有Claude code, Gemini 3.1等最新模型</div>
<div><a target="_blank" href=" https://aihubmix.com/?aff=57jt"> https://aihubmix.com/?aff=57jt</a><br />
</div>
<img src ="http://www.blogjava.net/paulwong/aggbug/451750.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/paulwong/" target="_blank">paulwong</a> 2026-02-27 00:43 <a href="http://www.blogjava.net/paulwong/archive/2026/02/27/451750.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>将python项目转成uv 项目</title><link>http://www.blogjava.net/paulwong/archive/2026/02/26/451749.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Thu, 26 Feb 2026 02:59:00 GMT</pubDate><guid>http://www.blogjava.net/paulwong/archive/2026/02/26/451749.html</guid><wfw:comment>http://www.blogjava.net/paulwong/comments/451749.html</wfw:comment><comments>http://www.blogjava.net/paulwong/archive/2026/02/26/451749.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/paulwong/comments/commentRss/451749.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/paulwong/services/trackbacks/451749.html</trackback:ping><description><![CDATA[<div>要把一个已有的 Python 项目（带有 ）转成 uv project（即使用 uv 作为包管理器和项目配置），可以按以下步骤操作：</div>
<div></div>
<h2>步骤一：初始化 uv 项目</h2>
<div>在项目根目录运行：<br />
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;"><!--<br />
<br />
Code highlighting produced by Actipro CodeHighlighter (freeware)<br />
http://www.CodeHighlighter.com/<br />
<br />
-->uv&nbsp;init<br />
#建立项目级的虚拟环境<br />
uv venv</div>
</div>
<div></div>
<div>这会生成一个 <code>pyproject.toml</code>，作为 uv 的配置入口。<br />
<br />
</div>
<div></div>
<h2>步骤二：导入 requirements.txt</h2>
<div>uv 提供了直接从&nbsp; 安装依赖的方式：<br />
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;">
<div>uv add -r requirements.txt</div>
</div>
</div>
<div></div>
<div>
<p>这个命令会解析 requirements.txt 中的每一行（支持带版本的规范如 requests==2.31.0），并将其添加到 pyproject.toml 的 [project.dependencies] 中，同时生成/更新 uv.lock 锁文件。<br />
<br />
</p>
</div>
<div></div>
<h2>步骤三：检查并整理依赖</h2>
<div>&#8226; <span style="white-space:pre">	</span>打开 pyproject.toml，确认依赖是否正确写入 [tool.uv.dependencies]。</div>
<div>&#8226; <span style="white-space:pre">	</span>如果有开发依赖（如测试框架），可以用：</div>
<div>
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;"><!--<br />
<br />
Code highlighting produced by Actipro CodeHighlighter (freeware)<br />
http://www.CodeHighlighter.com/<br />
<br />
-->uv&nbsp;add&nbsp;--dev&nbsp;pytest</div>
</div>
<div>&#8226; <span style="white-space:pre">	</span>删除旧的 requirements.txt，以后只需要维护 pyproject.toml 和 uv.lock。<br />
<br />
<h2>
步骤四：处理开发依赖（可选）</h2>
如果 requirements.txt 中包含仅用于开发的依赖（如 pytest），可以将它们移到 [dependency-groups] 中（uv 支持类似 PEP 735 的开发依赖分组）：<br />
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;"><!--<br />
<br />
Code highlighting produced by Actipro CodeHighlighter (freeware)<br />
http://www.CodeHighlighter.com/<br />
<br />
-->uv&nbsp;add&nbsp;--dev&nbsp;pytest</div>
</div>
<div></div>
<br />
<h2>步骤五：同步环境</h2>
运行以下命令根据 pyproject.toml 和 uv.lock 创建虚拟环境并安装所有依赖：<br />
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;"><!--<br />
<br />
Code highlighting produced by Actipro CodeHighlighter (freeware)<br />
http://www.CodeHighlighter.com/<br />
<br />
-->uv&nbsp;sync</div>
这会创建一个 .venv 文件夹（如果不存在），并安装精确版本的依赖。<br />
<br />
<h2>步骤六：后续使用</h2>
激活虚拟环境：source .venv/bin/activate（Windows 使用 .venv\Scripts\activate）<br />
运行脚本：uv run python script.py<br />
添加新依赖：uv add requests<br />
更新依赖：uv sync --upgrade
<div>
</div>
<div></div>
<h2>✅ 总结：</h2>
<div></div>
<ul style="margin: 16px 0px; padding-left: 18px; color: #0f1115; font-family: quote-cjk-patch, Inter, system-ui, -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Oxygen, Ubuntu, Cantarell, &quot;Open Sans&quot;, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px; background-color: #ffffff;">
     <li>
     <p style="margin-top: 0px !important; margin-right: 0px; margin-bottom: 0px; margin-left: 0px;">uv 会生成一个&nbsp;<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">uv.lock</code>&nbsp;文件，用于锁定所有传递依赖的精确版本，确保环境可重现。建议将其提交到版本控制。</p>
     </li>
     <li style="margin-top: 6px;">
     <p style="margin-top: 0px !important; margin-right: 0px; margin-bottom: 0px; margin-left: 0px;">如果项目原本有其他构建工具配置（如&nbsp;<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">setup.py</code>、<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">setup.cfg</code>），<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">uv init</code>&nbsp;会尝试合并，但建议手动检查&nbsp;<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">pyproject.toml</code>&nbsp;的内容。</p>
     </li>
     <li style="margin-top: 6px;">
     <p style="margin-top: 0px !important; margin-right: 0px; margin-bottom: 0px; margin-left: 0px;">转换后，原有的&nbsp;<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">requirements.txt</code>&nbsp;可以保留作为参考，但后续应使用&nbsp;<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">pyproject.toml</code>&nbsp;和&nbsp;<code style="box-sizing: border-box; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: 100%; line-height: 22px; font-optical-sizing: auto; font-size-adjust: none; font-kerning: auto; font-feature-settings: normal; font-variation-settings: normal; font-language-override: normal; font-family: Menlo, Monaco, Consolas, &quot;Cascadia Mono&quot;, &quot;Ubuntu Mono&quot;, &quot;DejaVu Sans Mono&quot;, &quot;Liberation Mono&quot;, &quot;JetBrains Mono&quot;, &quot;Fira Code&quot;, Cousine, &quot;Roboto Mono&quot;, &quot;Courier New&quot;, Courier, sans-serif, system-ui; background-color: #ebeef2; border-radius: 6px; align-items: center; padding: 0px 5px; display: inline-flex; font-size: 0.875em !important;">uv.lock</code>&nbsp;管理依赖。</p>
     </li>
</ul>
<div><br />
</div>
<img src ="http://www.blogjava.net/paulwong/aggbug/451749.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/paulwong/" target="_blank">paulwong</a> 2026-02-26 10:59 <a href="http://www.blogjava.net/paulwong/archive/2026/02/26/451749.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>AI炒股资源</title><link>http://www.blogjava.net/paulwong/archive/2026/02/26/451748.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Thu, 26 Feb 2026 02:47:00 GMT</pubDate><guid>http://www.blogjava.net/paulwong/archive/2026/02/26/451748.html</guid><wfw:comment>http://www.blogjava.net/paulwong/comments/451748.html</wfw:comment><comments>http://www.blogjava.net/paulwong/archive/2026/02/26/451748.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/paulwong/comments/commentRss/451748.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/paulwong/services/trackbacks/451748.html</trackback:ping><description><![CDATA[支持 A 股、港股！AI 投资炒股「智能体」开源，太绝了。<br /><a href="https://mp.weixin.qq.com/s/mu1eF1l5ung-siVcUrEsTQ" target="_blank">https://mp.weixin.qq.com/s/mu1eF1l5ung-siVcUrEsTQ</a><br /><a target="null"></a><a href="https://github.com/TauricResearch/TradingAgents?tab=readme-ov-file" target="_blank">https://github.com/TauricResearch/TradingAgents?tab=readme-ov-file</a><br /><a href="https://github.com/hsliuping/TradingAgents-CN" target="_blank">https://github.com/hsliuping/TradingAgents-CN</a><br /><br /><img src ="http://www.blogjava.net/paulwong/aggbug/451748.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/paulwong/" target="_blank">paulwong</a> 2026-02-26 10:47 <a href="http://www.blogjava.net/paulwong/archive/2026/02/26/451748.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>鸿蒙Next原生IM即时通讯RainbowTalk，纯ArkTS编写，基于开源MobileIMSDK框架</title><link>http://www.blogjava.net/jb2011/archive/2026/02/25/451747.html</link><dc:creator>Jack Jiang</dc:creator><author>Jack Jiang</author><pubDate>Wed, 25 Feb 2026 09:47:00 GMT</pubDate><guid>http://www.blogjava.net/jb2011/archive/2026/02/25/451747.html</guid><wfw:comment>http://www.blogjava.net/jb2011/comments/451747.html</wfw:comment><comments>http://www.blogjava.net/jb2011/archive/2026/02/25/451747.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/jb2011/comments/commentRss/451747.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/jb2011/services/trackbacks/451747.html</trackback:ping><description><![CDATA[<h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;">1、基本介绍</h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;"><div style="display: inline-block;"><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><img alt="logo" loading="lazy" data-src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225121610026-1131238475.png" class="ls-is-cached lazyloaded medium-zoom-image" src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225121610026-1131238475.png" style="border: 0px; max-width: 100%; height: auto !important; cursor: zoom-in; transition: transform 300ms cubic-bezier(0.2, 0, 0.2, 1) !important;" /></p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong>RainbowTalk 是一套基于&nbsp;<a href="https://gitee.com/jackjiang/MobileIMSDK" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">MobileIMSDK&nbsp;</a>开源通信框架的产品级纯血鸿蒙NEXT端IM系统。</strong><span style="color: #a0522d;">RainbowTalk与姊妹产品&nbsp;<a href="http://www.52im.net/thread-19-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">RainbowChat</a>技术同源&nbsp;</span>，不同于市面上某些开源或售卖的demo级代码，RainbowChat已被成千上万真实的客户使用过，解决了大量的产品逻辑、代码逻辑、细节优化等问题。</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;">RainbowTalk 由纯<strong>ArkTS</strong>编写、全新开发，没有套壳、也没走捷径，原生&#8220;纯血&#8221;（<span style="color: #888888;">详见：《</span><a href="http://www.52im.net/thread-4822-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">RainbowTalk详细介绍</a><span style="color: #888888;">》</span>）。</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;">RainbowTalk 无闭源代码（<span style="color: #808080;">包括核心通信层</span>），这与市面上知识产权来路不明、无核心技术、无售后的&#8220;三无&#8221;产品，或打着开源名义实则闪烁其词不开源核心的产品有本质区别。</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;">RainbowTalk&nbsp;是&nbsp;<a href="http://www.52im.net/thread-19-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">RainbowChat</a>&nbsp;和&nbsp;<a href="http://www.52im.net/thread-2483-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">RainbowChat-Web</a>&nbsp;的姊妹产品。</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><img alt="2" loading="lazy" data-src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225173429666-1177614436.jpg" class="ls-is-cached lazyloaded medium-zoom-image" src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225173429666-1177614436.jpg" style="border: 0px; max-width: 100%; height: auto !important; cursor: zoom-in; transition: transform 300ms cubic-bezier(0.2, 0, 0.2, 1) !important;" /></p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong>&#9758;&nbsp;详细介绍：</strong><a href="http://www.52im.net/thread-4822-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">http://www.52im.net/thread-4822-1-1.html</a><br /><strong>&#9758;&nbsp;运行截图：</strong><a href="http://www.52im.net/thread-4824-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">http://www.52im.net/thread-4824-1-1.html</a>&nbsp;（<a href="http://www.52im.net/thread-4846-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">运行视频</a>）<br /><strong>&#9758;&nbsp;下载体验：</strong><a href="http://www.52im.net/thread-4825-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">http://www.52im.net/thread-4825-1-1.html</a></p></div></h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;">2、关于MobileIMSDK开源框架</h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;"><div style="display: inline-block;"><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><img alt="mb_logo_opti" loading="lazy" data-src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225123429184-1624524399.jpg" class="ls-is-cached lazyloaded medium-zoom-image" src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225123429184-1624524399.jpg" style="border: 0px; max-width: 100%; height: auto !important; cursor: zoom-in; transition: transform 300ms cubic-bezier(0.2, 0, 0.2, 1) !important;" /></p><div align="left" style="font-size: 14px; font-weight: 400;"><p style="margin-top: 10px; margin-bottom: 10px;"><strong>MobileIMSDK</strong>&nbsp;是一套全平台开源IM即时通讯聊天框架，超轻量级、高度提炼，一套API优雅支持<strong>UDP</strong>&nbsp;、<strong>TCP</strong>&nbsp;、<strong>WebSocket</strong>&nbsp;三种协议，客户端支持<strong>iOS、Android、H5、小程序、Uniapp、标准Java、纯血鸿蒙</strong>等，服务端基于Netty编写，性能卓越、易于扩展。</p></div><p data-pid="9Wt-ivaI" style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong>工程同步开源地址：</strong></p><ul style="margin-left: 30px; padding-left: 0px; font-size: 14px; font-weight: 400;"><li style="list-style: inherit;">❶&nbsp;<strong>GitHub：</strong><a href="https://github.com/JackJiang2011/MobileIMSDK" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">https://github.com/JackJiang2011/MobileIMSDK</a></li><li style="list-style: inherit;">❷&nbsp;<strong>码云gitee：</strong>&nbsp;<a href="https://gitee.com/jackjiang/MobileIMSDK" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">https://gitee.com/jackjiang/MobileIMSDK</a></li><li style="list-style: inherit;">❸&nbsp;<strong>Gitcode：</strong><a href="https://gitcode.com/hellojackjiang2011/MobileIMSDK" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">https://gitcode.com/hellojackjiang2011/MobileIMSDK</a></li></ul></div></h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;">3、功能情况</h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;"><div style="display: inline-block;"><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>1）</em></strong>支持文本消息、语音留言消息、图片消息、大文件消息（支持断点上传）、短视频消息、个人名片、群名片、Emoji表情、消息撤回、消息转发、消息引用、&#8220;@&#8221;功能、&#8220;扫一扫&#8221;功能等；<br /><strong><em>2）</em></strong>支持一对一陌生人聊天模式；<br /><strong><em>3）</em></strong>支持一对一正式好友聊天模式；<br /><strong><em>4）</em></strong>支持多对多群聊聊天模式；<br /><strong><em>5）</em></strong>完善的群组信息管理：建群、退群、解散、转让、邀请、踢人、群公告等；<br /><strong><em>6）</em></strong>完整的注册、登陆（同时支持手机验证码登录和密码登录）、密码找回等功能闭环；<br /><strong><em>7）</em></strong>个人中心功能：改基本信息、改个性签名、改头像、改密码等；<br /><strong><em>8）</em></strong>支持个人相册查看；<br /><strong><em>9）</em></strong>完整的离线消息/指令拉取机制；<br /><strong><em>10）</em></strong>完整的本地消息/指令缓存机制，节省网络流量；<br /><strong><em>11）</em></strong>完整的富媒体文件（语音、大文件、图片、短视频）缓存机制，节省网络流量；<br /><strong><em>12）</em></strong>完整的好友关系管理：查找好友、发出请求、处理请求、删除好友、好友备注等；<br /><strong><em>13）</em></strong>其它未提及的功能和特性请<a href="http://www.52im.net/thread-4825-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">自行下载体验</a>。</p><p class="dc_pquote" style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;">RainbowTalk线上版本目前仅作演示和研究之用，运行环境配置最小化（仅1核1G和1MB带宽），请客观评估。</p></div></h1><h1 id="9" class="dc_h2head" style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;">4、技术亮点</h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;"><div style="display: inline-block;"><p class="dc_pquote" style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>1）</em></strong>与姊妹产品<a href="http://www.52im.net/thread-19-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">RainbowChat</a>&nbsp;技术同源（<span style="color: #808080;">算法和功能逻辑历经时间考验和大量客户面辐射，可靠性一定优于短时间内堆砌功能的产品</span>）；<br /><strong><em>2）</em></strong>从<a href="http://www.52im.net/thread-52-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">通信底层</a>到上层功能，完全自主开发&#8212;&#8212;版权清晰、技术资产可控；<br /><strong><em>3）</em></strong>超轻量级&#8212;&#8212;纯ArkTS编写且无任何重依赖；<br /><strong><em>4）</em></strong>通讯核心层基于<a href="http://www.52im.net/thread-52-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">MobileIMSDK 工程</a>，保证了业务代码与通信核心的高度分层（<span style="color: #808080;">经验不足的IM产品是做不到这一点的</span>）；<br /><strong><em>5）</em></strong>支持完整的消息送达保证（QoS）机制，保证送达率，理论丢包率约为0.0001%；<br /><strong><em>6）</em></strong>基于&nbsp;<a href="http://www.52im.net/thread-52-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">MobileIMSDK 工程</a>的自有协议，未来的流量压缩对于APP端的节电控制和流量控制、服务端的网络吞吐等都有完全的控制能力；<br /><strong><em>7）</em></strong>完善的网络状况自动检测、断网重连等服务自动治愈能力；<br /><strong><em>8）</em></strong>核心通信算法和实现均为自主原创（<span style="color: #808080;">历经10年，并非开源拼凑</span>），保证了技术的持续改进、升级、扩展；<br /><strong><em>9）</em></strong>聊天协议兼容和互通：实现了与姊妹产品<a href="http://www.52im.net/thread-19-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">RainbowChat</a>、<a href="http://www.52im.net/thread-2483-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">RainbowChat-Web</a>的完全兼容和消息互通；</p></div></h1><h1 id="10" class="dc_h2" style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;">5、技术原则</h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;"><div style="display: inline-block;"><p class="dc_pquote" style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong>为了更易学习、研究、2次开发，RainbowTalk始终遵从：</strong></p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>1）</em></strong><span style="color: #a0522d;">界面与通信解偶</span>：UI界面与网络通信层和数据处理层代码解耦，UI界面的重构、维护、改版都非常容易和优雅；</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>3）</em></strong><span style="color: #a0522d;">核心内聚和收敛</span>：得益于长期的提炼和经验积累，网络通信核心层高度封装，开发者无需理解复杂网络算法。</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>4）</em></strong><span style="color: #a0522d;">纯 ArkTS 实现</span>：纯ArkTS编写，无重量级框架和库依赖（更无Native代码），可干净利落地对接各种既有系统；</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>5）</em></strong><span style="color: #a0522d;">跨平台运行能力</span>：受益于鸿蒙系统的跨端特性，理论上本应用的客户端可运行于任何支持鸿蒙Next的平台上；</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>6）</em></strong><span style="color: #a0522d;">架构设计简洁</span>：简单直接，易于学习，能少一个分层则绝不强行炫技；</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong><em>7）</em></strong><span style="color: #a0522d;">简单地就是最好的</span>：始终贯彻简单直接的互联网产品技术理念。</p></div></h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;"><strong>6、主要<strong>功能运行截图</strong></strong></h1><h1 style="font-size: 28px; line-height: 1.5; margin: 10px 0px; border-bottom: 1px solid #bbbbbb; padding-left: 0px; padding-bottom: 5px; font-family: &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: #ffffff;"><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><strong>（&#9758;&nbsp;</strong><a href="http://www.52im.net/thread-2730-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">更多运行截图</a>&nbsp;、<a href="http://www.52im.net/thread-4846-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">更多运行视频</a>&nbsp;、<a href="http://www.52im.net/thread-4822-1-1.html" target="_blank" rel="noopener nofollow" style="color: #1d58d1; text-decoration-line: none;">详细介绍</a>&nbsp;&#9756;)</p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;"><img alt="all-in-one-拼合总图-v2.6(导出35size90pct)_3比4" loading="lazy" data-src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225124750707-993823249.jpg" src="https://img2024.cnblogs.com/blog/1834368/202602/1834368-20260225124750707-993823249.jpg" lazyloaded=""  medium-zoom-image"="" style="border: 0px; max-width: 100%; height: auto !important; cursor: zoom-in; transition: transform 300ms cubic-bezier(0.2, 0, 0.2, 1) !important;" /></p><p style="margin-top: 10px; margin-bottom: 10px; font-size: 14px; font-weight: 400;">（<strong>本文内容引用自：</strong><a href="http://www.52im.net/thread-4822-1-1.html" rel="noopener nofollow" target="_blank" style="color: #1d58d1; text-decoration-line: none;">http://www.52im.net/thread-4822-1-1.html</a>）&nbsp;</p></h1><img src ="http://www.blogjava.net/jb2011/aggbug/451747.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/jb2011/" target="_blank">Jack Jiang</a> 2026-02-25 17:47 <a href="http://www.blogjava.net/jb2011/archive/2026/02/25/451747.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>Claude Code Skill - 50个常用skill</title><link>http://www.blogjava.net/paulwong/archive/2026/02/20/451745.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Fri, 20 Feb 2026 14:54:00 GMT</pubDate><guid>http://www.blogjava.net/paulwong/archive/2026/02/20/451745.html</guid><wfw:comment>http://www.blogjava.net/paulwong/comments/451745.html</wfw:comment><comments>http://www.blogjava.net/paulwong/archive/2026/02/20/451745.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/paulwong/comments/commentRss/451745.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/paulwong/services/trackbacks/451745.html</trackback:ping><description><![CDATA[<center>
<table width="100%" cellpadding="5" cellspacing="0" border="0" style="border-image: none;">
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             <font face="Verdana, Arial, Helvetica" size="5" color="#2C3E50"><strong>⚡ 50个AI技能完整清单 &#183; 从底座到办公</strong></font><br />
             <font face="Verdana, Arial, Helvetica" size="2" color="#555">包含序号1~57，覆盖六大领域。热度数据为安装量参考（K）。</font>
             <br />
             <br />
             <!-- ========= 基础能力类 ========= -->
             &nbsp;&nbsp;🧰 一、Agent基础能力类（底座设施）&nbsp;&nbsp;<br />
             <table width="100%" cellpadding="5" cellspacing="1" border="0" bgcolor="#CCCCCC" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#34495E">
                         <th style="border-image: none;"><font color="#FFFFFF">序号</font></th>
                         <th style="border-image: none;"><font color="#FFFFFF">Skill 名称</font></th>
                         <th style="border-image: none;"><font color="#FFFFFF">一句话介绍</font></th>
                         <th style="border-image: none;"><font color="#FFFFFF">热度</font></th>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">1</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>find-skills</strong></font></td>
                         <td style="border-image: none;">整个生态安装量最高，帮你从20万个Skills里搜到你要的</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;"><font color="#2C3E50"><strong>251.5K</strong></font></td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">2</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>skill-creator</strong></font></td>
                         <td style="border-image: none;">帮你创建自己的Skill，把经验和流程封装成可复用的能力</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;"><font color="#2C3E50"><strong>37.4K</strong></font></td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">3</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>mcp-builder</strong></font></td>
                         <td style="border-image: none;">构建MCP服务器，让AI连接外部工具和数据源的桥梁</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;"><font color="#2C3E50"><strong>9.9K</strong></font></td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">4</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>using-superpowers</strong></font></td>
                         <td style="border-image: none;">教AI怎么用好自己的高级能力，发挥最大潜力</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">5</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>subagent-driven-development</strong></font></td>
                         <td style="border-image: none;">让多个AI分工合作完成复杂任务，自动分发和审查</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">6</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>agent-tools</strong></font></td>
                         <td style="border-image: none;">Agent工具集，给AI配备各种实用小工具</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                 </tbody>
             </table>
             <table width="100%" cellpadding="5" cellspacing="0" border="0" style="border-image: none;">
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                     <tr bgcolor="#E8F6F3">
                         <td style="border-image: none;"><font color="#1E8449"><strong>👥 适合谁？</strong> 想深度玩Agent、自己做Skill、搭建自动化工作流的人。</font></td>
                     </tr>
                 </tbody>
             </table>
             <br />
             <!-- ========= 写作和思考类 ========= -->
             &nbsp;&nbsp;✍️ 二、写作和思考类&nbsp;&nbsp;<br />
             <table width="100%" cellpadding="5" cellspacing="1" border="0" bgcolor="#CCCCCC" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#34495E">
                         <th style="border-image: none;"><font color="#FFFFFF">序号</font></th><th style="border-image: none;"><font color="#FFFFFF">Skill 名称</font></th><th style="border-image: none;"><font color="#FFFFFF">一句话介绍</font></th><th style="border-image: none;"><font color="#FFFFFF">热度</font></th>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">7</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>brainstorming</strong></font></td>
                         <td style="border-image: none;">丢一个关键词，帮你发散出十几个角度，比自己干想效率高太多</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">22.1K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">8</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>copywriting</strong></font></td>
                         <td style="border-image: none;">写文案的全能选手，帮你理清结构、优化表达，不是一键生成的套路货</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">15.3K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">9</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>systematic-debugging</strong></font></td>
                         <td style="border-image: none;">系统性排查问题的思维框架，写方案、做分析的时候特别好用</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">12.3K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">10</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>writing-plans</strong></font></td>
                         <td style="border-image: none;">帮你做写作计划和大纲，写长文之前先用这个理一遍思路</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">10.7K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">11</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>content-strategy</strong></font></td>
                         <td style="border-image: none;">做内容规划的，帮你想选题、规划内容日历</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">9.9K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">12</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>executing-plans</strong></font></td>
                         <td style="border-image: none;">把计划拆成可执行的步骤，适合想法多但落地难的人</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">9.2K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">13</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>marketing-ideas</strong></font></td>
                         <td style="border-image: none;">营销创意发散，做推广方案的时候可以用它找灵感</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">9.0K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">14</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>copy-editing</strong></font></td>
                         <td style="border-image: none;">文案润色和校对，帮你把初稿打磨得更好</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">8.6K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">15</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>social-content</strong></font></td>
                         <td style="border-image: none;">专门做社交媒体内容的，小红书、朋友圈、短视频文案都能用</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">8.6K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">16</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>reflection</strong></font></td>
                         <td style="border-image: none;">帮你做复盘和反思，适合项目结束后总结经验</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">7.0K</td>
                     </tr>
                 </tbody>
             </table>
             <table width="100%" cellpadding="5" cellspacing="0" border="0" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#E8F6F3">
                         <td style="border-image: none;"><font color="#1E8449"><strong>👥 适合谁？</strong> 自媒体、写方案、公众号、需要持续输出内容的人。</font></td>
                     </tr>
                 </tbody>
             </table>
             <br />
             <!-- ========= 设计和视觉类 ========= -->
             &nbsp;&nbsp;🎨 三、设计和视觉类&nbsp;&nbsp;<br />
             <table width="100%" cellpadding="5" cellspacing="1" border="0" bgcolor="#CCCCCC" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#34495E">
                         <th style="border-image: none;"><font color="#FFFFFF">序号</font></th><th style="border-image: none;"><font color="#FFFFFF">Skill 名称</font></th><th style="border-image: none;"><font color="#FFFFFF">一句话介绍</font></th><th style="border-image: none;"><font color="#FFFFFF">热度</font></th>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">17</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>web-design-guidelines</strong></font></td>
                         <td style="border-image: none;">一套完整的网页设计规范</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">107.0K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">18</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>frontend-design</strong></font></td>
                         <td style="border-image: none;">专注前端界面设计，让页面有审美、有层次，告别模板风格</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">19</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>ui-ux-pro-max</strong></font></td>
                         <td style="border-image: none;">更专业，关注用户体验和交互设计，适合做产品的人</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">20</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>canvas-design</strong></font></td>
                         <td style="border-image: none;">做封面图、海报、视觉设计，不用打开PS或Figma</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">21</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>tailwind-design-system</strong></font></td>
                         <td style="border-image: none;">Tailwind CSS设计系统，做前端的配合着用效果很好</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">22</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>baoyu-cover-image</strong></font></td>
                         <td style="border-image: none;">宝玉出的封面图Skill，中文圈特别火，做公众号封面质量不错</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">23</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>baoyu-comic</strong></font></td>
                         <td style="border-image: none;">宝玉出的漫画风格Skill，做趣味配图的</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">24</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>baoyu-infographic</strong></font></td>
                         <td style="border-image: none;">宝玉出的信息图Skill，把数据和信息变成好看的图表</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">25</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>ai-image-generation</strong></font></td>
                         <td style="border-image: none;">AI生图的Skill，帮你生成配图和素材</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">26</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>algorithmic-art</strong></font></td>
                         <td style="border-image: none;">用算法生成艺术图案，做独特视觉风格的</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                 </tbody>
             </table>
             <table width="100%" cellpadding="5" cellspacing="0" border="0" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#E8F6F3">
                         <td style="border-image: none;"><font color="#1E8449"><strong>👥 适合谁？</strong> 做落地页、封面图、不想请设计师但想要点审美的人。</font></td>
                     </tr>
                 </tbody>
             </table>
             <br />
             <!-- ========= 编程和产品构建类 ========= -->
             &nbsp;&nbsp;💻 四、编程和产品构建类（Vibe Coding必备）&nbsp;&nbsp;<br />
             <table width="100%" cellpadding="5" cellspacing="1" border="0" bgcolor="#CCCCCC" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#34495E">
                         <th style="border-image: none;"><font color="#FFFFFF">序号</font></th><th style="border-image: none;"><font color="#FFFFFF">Skill 名称</font></th><th style="border-image: none;"><font color="#FFFFFF">一句话介绍</font></th><th style="border-image: none;"><font color="#FFFFFF">热度</font></th>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">27</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>vercel-react-best-practices</strong></font></td>
                         <td style="border-image: none;">整个生态排名第一，React最佳实践全封装，做前端必装</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">141.5K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">28</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>remotion-best-practices</strong></font></td>
                         <td style="border-image: none;">Remotion视频框架最佳实践，用代码做视频和动画的必装</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">96.2K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">29</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>vercel-composition-patterns</strong></font></td>
                         <td style="border-image: none;">和React最佳实践是一套的，配合使用效果更好</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">44.7K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">30</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>agent-browser</strong></font></td>
                         <td style="border-image: none;">让AI能操作浏览器，自动填表单、抓数据、做测试</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">31</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>browser-use</strong></font></td>
                         <td style="border-image: none;">让AI能真正&#8220;看到&#8221;和&#8220;操作&#8221;网页，搞自动化的必备</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">32</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>vercel-react-native-skills</strong></font></td>
                         <td style="border-image: none;">React Native最佳实践，做移动端App的装这个</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">33</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>supabase-postgres-best-practices</strong></font></td>
                         <td style="border-image: none;">Supabase + PostgreSQL 最佳实践，做后端和数据库的利器</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">34</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>next-best-practices</strong></font></td>
                         <td style="border-image: none;">Next.js最佳实践，做全栈项目的装这个</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">35</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>better-auth-best-practices</strong></font></td>
                         <td style="border-image: none;">认证和登录最佳实践，做用户系统的省心不少</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">36</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>webapp-testing</strong></font></td>
                         <td style="border-image: none;">Web应用测试，帮你自动跑测试、找bug</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">37</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>building-native-ui</strong></font></td>
                         <td style="border-image: none;">构建原生UI组件，做移动端或桌面端的</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">38</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>test-driven-development</strong></font></td>
                         <td style="border-image: none;">先写测试再写代码，代码质量有保障</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">39</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>requesting-code-review</strong></font></td>
                         <td style="border-image: none;">让AI帮你review代码，找出潜在问题</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">40</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>react-doctor</strong></font></td>
                         <td style="border-image: none;">React项目诊断工具，帮你排查React相关的问题</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                 </tbody>
             </table>
             <table width="100%" cellpadding="5" cellspacing="0" border="0" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#E8F6F3">
                         <td style="border-image: none;"><font color="#1E8449"><strong>👥 适合谁？</strong> 做产品的、写代码的、搞自动化的、做独立项目的人。</font></td>
                     </tr>
                 </tbody>
             </table>
             <br />
             <!-- ========= 营销和增长类 ========= -->
             &nbsp;&nbsp;📈 五、营销和增长类&nbsp;&nbsp;<br />
             <table width="100%" cellpadding="5" cellspacing="1" border="0" bgcolor="#CCCCCC" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#34495E">
                         <th style="border-image: none;"><font color="#FFFFFF">序号</font></th><th style="border-image: none;"><font color="#FFFFFF">Skill 名称</font></th><th style="border-image: none;"><font color="#FFFFFF">一句话介绍</font></th><th style="border-image: none;"><font color="#FFFFFF">热度</font></th>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">41</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>audit-website</strong></font></td>
                         <td style="border-image: none;">给网站做全面体检，告诉你哪里有问题、怎么改</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">21.8K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">42</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>seo-audit</strong></font></td>
                         <td style="border-image: none;">专门做SEO分析，自己研究太费时间，让AI帮你扫一遍</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">20.8K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">43</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>copywriting</strong></font></td>
                         <td style="border-image: none;">写营销文案，产品介绍、广告语、落地页文案都能用</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">15.3K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">44</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>marketing-psychology</strong></font></td>
                         <td style="border-image: none;">运用经过验证的心理学原则，不是玄学，是有理论支撑的</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">45</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>programmatic-seo</strong></font></td>
                         <td style="border-image: none;">批量生成优化页面，做增长的利器</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">46</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>content-strategy</strong></font></td>
                         <td style="border-image: none;">规划什么时候发什么内容</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">47</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>product-marketing-context</strong></font></td>
                         <td style="border-image: none;">帮你梳理产品卖点和用户痛点</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">48</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>pricing-strategy</strong></font></td>
                         <td style="border-image: none;">帮你分析市场、设计定价方案</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">49</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>page-cro</strong></font></td>
                         <td style="border-image: none;">优化页面转化率，让更多访客变成用户</td>
                         <td style="border-image: none;">&#8212;</td>
                     </tr>
                 </tbody>
             </table>
             <table width="100%" cellpadding="5" cellspacing="0" border="0" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#E8F6F3">
                         <td style="border-image: none;"><font color="#1E8449"><strong>👥 适合谁？</strong> 创业者、独立开发者、做增长的、需要推广产品的人。</font></td>
                     </tr>
                 </tbody>
             </table>
             <br />
             <!-- ========= 办公文档类 ========= -->
             &nbsp;&nbsp;📄 六、办公文档类&nbsp;&nbsp;<br />
             <table width="100%" cellpadding="5" cellspacing="1" border="0" bgcolor="#CCCCCC" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#34495E">
                         <th style="border-image: none;"><font color="#FFFFFF">序号</font></th><th style="border-image: none;"><font color="#FFFFFF">Skill 名称</font></th><th style="border-image: none;"><font color="#FFFFFF">一句话介绍</font></th><th style="border-image: none;"><font color="#FFFFFF">热度</font></th>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">50</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>pdf</strong></font></td>
                         <td style="border-image: none;">提取内容、生成新PDF、合并拆分、打工人刚需</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">16.2K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">51</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>pptx</strong></font></td>
                         <td style="border-image: none;">直接生成PPT，开会汇报不用再花两小时做幻灯片了</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">13.3K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">52</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>docx</strong></font></td>
                         <td style="border-image: none;">生成Word文档，带格式的那种，不是纯文本</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">12.4K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">53</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>xlsx</strong></font></td>
                         <td style="border-image: none;">生成Excel，带公式、带图表，做报表的利器</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">12.2K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">54</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>baoyu-url-to-markdown</strong></font></td>
                         <td style="border-image: none;">宝玉出的网页转Markdown，整理资料特别好用</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">2.8K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">55</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>baoyu-markdown-to-html</strong></font></td>
                         <td style="border-image: none;">做邮件、做网页内容的时候有用</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">1.7K</td>
                     </tr>
                     <tr bgcolor="#F8F8F8">
                         <td style="border-image: none;">56</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>baoyu-format</strong></font></td>
                         <td style="border-image: none;">让你的文档排版更规范</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">1.6K</td>
                     </tr>
                     <tr bgcolor="#FFFFFF">
                         <td style="border-image: none;">57</td>
                         <td style="border-image: none;"><font face="Courier New" color="#16A085"><strong>just-scrape</strong></font></td>
                         <td style="border-image: none;">网页抓取工具，把网页内容干净地抓下来</td>
                         <td bgcolor="#FCF3CF" style="border-image: none;">744</td>
                     </tr>
                 </tbody>
             </table>
             <table width="100%" cellpadding="5" cellspacing="0" border="0" style="border-image: none;">
                 <tbody>
                     <tr bgcolor="#E8F6F3">
                         <td style="border-image: none;"><font color="#1E8449"><strong>👥 适合谁？</strong> 打工人、做报告的、整理资料的、需要批量处理文档的人。</font></td>
                     </tr>
                 </tbody>
             </table>
             <br />
             <!-- 核心观点 -->
             <table width="100%" cellpadding="8" cellspacing="0" border="1" bordercolor="#CCCCCC" bgcolor="#F9F9F9" style="border-image: none;">
                 <tbody>
                     <tr>
                         <td style="border-image: none;">
                         <font face="Verdana, Arial, Helvetica" size="3" color="#2C3E50"><strong>📌 核心观点摘录</strong></font><br />
                         <font size="2">&#8226; &#8220;一个好 Skill 的效果，能等同甚至超越一个完整的 AI 产品。&#8221;<br />
                         &#8226; &#8220;Skills 让 AI 从&#8216;通用助手&#8217;变成&#8216;领域专家&#8217;：装上 web-design-guidelines 就变成设计顾问，装上 seo-audit 就变成 SEO 专家。&#8221;<br />
                         &#8226; &#8220;不用焦虑，也不用全装。看看自己平时的工作流程，哪些环节是重复的、费时间的，找对应的 Skill 装几个就行。&#8221;<br />
                         &#8226; &#8220;生态还在快速发展，几乎每周都有新的好东西出来。我也会继续测试，有新发现再和大家分享。&#8221;<br />
                         <font color="#1E8449"><strong>✅ 建议先装基础能力类：find-skills (251.5K) 、skill-creator (37.4K) 、mcp-builder (9.9K) 让AI真正跑起来。</strong></font></font>
                         </td>
                     </tr>
                 </tbody>
             </table>
             <br />
             <!-- 结尾 -->
             <table width="100%" cellpadding="5" cellspacing="0" border="0" bgcolor="#34495E" style="border-image: none;">
                 <tbody>
                     <tr>
                         <td align="center" style="border-image: none;"><font color="#FFFFFF" size="2">⚙️ 完整清单共57个技能 &#183; &nbsp;最后更新 2026-02-20</font></td>
                     </tr>
                 </tbody>
             </table>
             </td>
         </tr>
     </tbody>
</table>
</center>
<img src ="http://www.blogjava.net/paulwong/aggbug/451745.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/paulwong/" target="_blank">paulwong</a> 2026-02-20 22:54 <a href="http://www.blogjava.net/paulwong/archive/2026/02/20/451745.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item><item><title>Claude Code Skill - planning-with-files</title><link>http://www.blogjava.net/paulwong/archive/2026/02/18/451744.html</link><dc:creator>paulwong</dc:creator><author>paulwong</author><pubDate>Wed, 18 Feb 2026 10:09:00 GMT</pubDate><guid>http://www.blogjava.net/paulwong/archive/2026/02/18/451744.html</guid><wfw:comment>http://www.blogjava.net/paulwong/comments/451744.html</wfw:comment><comments>http://www.blogjava.net/paulwong/archive/2026/02/18/451744.html#Feedback</comments><slash:comments>0</slash:comments><wfw:commentRss>http://www.blogjava.net/paulwong/comments/commentRss/451744.html</wfw:commentRss><trackback:ping>http://www.blogjava.net/paulwong/services/trackbacks/451744.html</trackback:ping><description><![CDATA[Planning-with-Files 是一个用于 Claude Code 的 Agent Skill，其核心价值并不是让模型本身变得更聪明，而是通过文件化和结构化的方法，解决 AI 在复杂、长期、多步骤任务中容易出现的上下文遗忘和目标漂移问题。在传统对话式使用 AI 的过程中，随着任务时间拉长，模型往往会偏离最初目标，缺乏清晰的阶段划分和整体进度意识，进而导致反复返工和效率下降。该 Skill 的关键做法，是将任务计划、执行步骤、中间结果以及复盘内容写入本地文件，通常以 Markdown 形式存在。模型在每一次执行前都会读取这些文件，从而重新加载当前任务状态，持续理解整体目标与所处阶段。这种方式本质上是一种工程化的上下文管理手段，把原本依赖模型短期记忆的内容，转移到可持久保存、可检查、可调整的外部结构中，并提升复杂任务的稳定性和可控性。在多步骤协作场景中尤为明显。适合长期使用。效果稳定。&nbsp;
<div><br />
</div>
<h3>安装</h3>
<div>
<div style="background-color: #eeeeee; font-size: 13px; border-left-color: #cccccc; border-image: none; padding: 4px 5px 4px 4px; width: 98%; word-break: break-all;"><!--<br />
<br />
Code highlighting produced by Actipro CodeHighlighter (freeware)<br />
http://www.CodeHighlighter.com/<br />
<br />
-->/plugin&nbsp;marketplace&nbsp;add&nbsp;OthmanAdi/planning-with-files<br />
/plugin&nbsp;install&nbsp;planning-with-files@planning-with-files</div>
</div>
<div><br />
</div>
<img src ="http://www.blogjava.net/paulwong/aggbug/451744.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.blogjava.net/paulwong/" target="_blank">paulwong</a> 2026-02-18 18:09 <a href="http://www.blogjava.net/paulwong/archive/2026/02/18/451744.html#Feedback" target="_blank" style="text-decoration:none;">发表评论</a></div>]]></description></item></channel></rss>