[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"product:eva":3},{"id":4,"name":5,"slug":6,"slogan":7,"description":8,"organization":9,"images":10,"avatar_url":11,"image_url":12,"website_url":13,"status":14,"build_by":15,"categories":16,"stats":23,"upload_relationship":27,"create_at":28,"update_at":29,"owner_id":24,"upload_user_id":30,"reviewer_id":31,"video_info":32,"prerelease_cover_url":10,"scheduled_publish_at":32,"user_scheduled":33,"emoji_reacts":34,"tag":32,"user_star":33},2276,"EVA","eva","一个极简的单 python 文件智能体，无第三方依赖、随处运行","{\"type\": \"doc\", \"content\": [{\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"1. EVA——一个极简的智能体\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"大家会尝鲜各种xxxClaw，并在新鲜感褪去后放着这些claw吃灰。但eva不一样，一旦感受到它对linux运维、排障效率的提升，那它会成为日常使用频率极高的一个工具，伴随着用户许许多多年。\", \"type\": \"text\"}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"1.1 它有多小？\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"整个 EVA 只有一个文件——\", \"type\": \"text\"}, {\"text\": \"eva.py\", \"type\": \"text\", \"marks\": [{\"type\": \"link\", \"attrs\": {\"rel\": \"noopener noreferrer nofollow\", \"href\": \"http:\u002F\u002Feva.py\", \"class\": null, \"target\": \"_blank\"}}, {\"type\": \"bold\"}]}, {\"text\": \"，不到 800 行 Python 代码。没有依赖安装、没有框架、没有复杂的配置文件。你甚至可以直接把代码粘贴到服务器里就能跑——\", \"type\": \"text\"}, {\"text\": \"Paste and Go\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"。\", \"type\": \"text\"}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"1.2 核心架构：Agent Loop\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"EVA 的核心是一个最简的 \", \"type\": \"text\"}, {\"text\": \"ReAct\", \"type\": \"text\", \"marks\": [{\"type\": \"link\", \"attrs\": {\"rel\": \"noopener noreferrer nofollow\", \"href\": \"https:\u002F\u002Fzhida.zhihu.com\u002Fsearch?content_id=783468352&content_type=Answer&match_order=1&q=ReAct&zhida_source=entity\", \"class\": \"RichContent-EntityWord css-b7erz1\", \"target\": \"_blank\"}}, {\"type\": \"bold\"}]}, {\"text\": \" (Reasoning + Acting) 循环\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"：\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"用户输入 → LLM 思考 → 调用工具（\", \"type\": \"text\"}, {\"text\": \"run_cli\", \"type\": \"text\", \"marks\": [{\"type\": \"link\", \"attrs\": {\"rel\": \"noopener noreferrer nofollow\", \"href\": \"https:\u002F\u002Fzhida.zhihu.com\u002Fsearch?content_id=783468352&content_type=Answer&match_order=1&q=run_cli&zhida_source=entity\", \"class\": \"RichContent-EntityWord css-b7erz1\", \"target\": \"_blank\"}}]}, {\"text\": \"）→ 获取结果 → 继续思考 → ...\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"没有 LangChain，没有 Agent 框架，没有复杂的编排。\", \"type\": \"text\"}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"1.3 run_cli：唯一的工具\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"EVA 只有一个工具——\", \"type\": \"text\"}, {\"text\": \"run_cli\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"，用来执行任意 shell 命令。\", \"type\": \"text\"}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"这意味着 EVA 的能力不是通过”注册插件”获得的，而是通过\", \"type\": \"text\"}, {\"text\": \"自然语言 + shell 命令\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"组合出来的：\", \"type\": \"text\"}]}, {\"type\": \"bulletList\", \"content\": [{\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"想分析数据？→ python3 -c “import pandas…” 或写一个 Python 脚本再执行\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"想写文件？→ echo\u002FSet-Content\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"想读文件？→ cat\u002FGet-Content\", \"type\": \"text\"}]}]}, {\"type\": \"listItem\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"想网络请求？→ curl\u002FInvoke-WebRequest\", \"type\": \"text\"}]}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"工具只有一个，但能力无限\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}, {\"text\": \"——因为 shell 本身就是最强大的 API。\", \"type\": \"text\"}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"项目地址：\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"https:\u002F\u002Fgithub.com\u002Fusepr\u002Feva\", \"type\": \"text\", \"marks\": [{\"type\": \"link\", \"attrs\": {\"rel\": \"noopener noreferrer nofollow\", \"href\": \"https:\u002F\u002Fgithub.com\u002Fusepr\u002Feva\", \"class\": null, \"target\": \"_blank\"}}]}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"2. 使用场景\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"blockquote\", \"content\": [{\"type\": \"paragraph\", \"content\": [{\"text\": \"底下所有示例都在github仓库的showcase中，很有意思，可以看看 🦖🦖🦖\", \"type\": \"text\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"EVA相当于低配版\", \"type\": \"text\"}, {\"text\": \"Claude Code\", \"type\": \"text\", \"marks\": [{\"type\": \"link\", \"attrs\": {\"rel\": \"noopener noreferrer nofollow\", \"href\": \"https:\u002F\u002Fzhida.zhihu.com\u002Fsearch?content_id=783468352&content_type=Answer&match_order=1&q=Claude+Code&zhida_source=entity\", \"class\": \"RichContent-EntityWord css-b7erz1\", \"target\": \"_blank\"}}]}, {\"text\": \"，适合Linux\u002FWindows运维、排障、执行shell。你也可以用它写报告、分析数据、写代码等，但这些复杂场景还是尽量用Claude Code、Codex等工具。\", \"type\": \"text\"}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"2.1 微信bot\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"我将EVA接入微信bot，作为个人助理，帮我检索账号、联网分析等\", \"type\": \"text\"}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"2.2 Linux排障、环境配置\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"EVA接入内部部署的\", \"type\": \"text\"}, {\"text\": \"Qwen3.5-27B\", \"type\": \"text\", \"marks\": [{\"type\": \"link\", \"attrs\": {\"rel\": \"noopener noreferrer nofollow\", \"href\": \"https:\u002F\u002Fzhida.zhihu.com\u002Fsearch?content_id=783468352&content_type=Answer&match_order=1&q=Qwen3.5-27B&zhida_source=entity\", \"class\": \"RichContent-EntityWord css-b7erz1\", \"target\": \"_blank\"}}]}, {\"text\": \"模型，帮助团队解决了很多Linux相关的环境、配置问题。例如，快速修复容器启动失败问题\", \"type\": \"text\"}]}, {\"type\": \"heading\", \"attrs\": {\"level\": 3}, \"content\": [{\"text\": \"2.3 CTI运维\", \"type\": \"text\", \"marks\": [{\"type\": \"bold\"}]}]}, {\"type\": \"paragraph\", \"content\": [{\"text\": \"分析电脑卡慢原因、检查配置问题、验证漏洞影响情况等。例如，让EVA分析服务器受漏洞影响情况，它能够自动联网检索CVE漏洞信息、根据漏洞信息排查当前环境、给出最终报告\", \"type\": \"text\"}]}, {\"type\": 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