ARC Creator: 构建 FAIR 研究数据对象 - Openclaw Skills
作者：互联网
2026-03-26
AI教程
什么是 ARC Creator？
ARC Creator 是 Openclaw Skills 生态系统中的一项专业技术工具，可根据 nfdi4plants v3.0.0 规范自动生成注释研究上下文 (ARC)。它将组织研究数据的复杂过程转化为对话式的分步工作流，确保所有调查、研究和分析都得到妥善记录和结构化。
该技能帮助研究人员遵守 FAIR（可发现、可访问、互操作和可重用）数据原则，且无需具备底层 ISA 元数据标准的深厚专业知识。通过将 Openclaw Skills 集成到您的研究流程中，您可以实现从本地数据收集到 DataHUB 等平台发布就绪库的无缝衔接。该工具处理从目录结构到元数据注释的所有内容，使其成为现代数字实验室工作不可或缺的伴侣。
下载入口:https://github.com/openclaw/skills/tree/main/skills/ingogiebel/arc-creator
安装与下载
1. ClawHub CLI
从源直接安装技能的最快方式。
npx clawhub@latest install arc-creator
2. 手动安装
将技能文件夹复制到以下位置之一
全局模式~/.openclaw/skills/
工作区
/skills/ 优先级：工作区 > 本地 > 内置
3. 提示词安装
将此提示词复制到 OpenClaw 即可自动安装。
请帮我使用 Clawhub 安装 arc-creator。如果尚未安装 Clawhub，请先安装（npm i -g clawhub）。
ARC Creator 应用场景
- 按照 nfdi4plants ARC 规范发起新的研究调查。
- 组织具有生物体和生长条件详细元数据的实验研究。
- 编目高通量分析数据，如蛋白质组学、代谢组学或 RNA-seq。
- 构建计算工作流并跟踪执行运行，以实现可重复的科学。
- 准备研究数据集并将其同步到 DataHUB 或其他基于 Git 的存储库，以进行协作审查。
- 用户通过对话界面定义标识符、标题和本地存储路径，从而启动调查设置。
- 技能以交互方式收集研究细节，包括来源材料、方案和实验因素（如温度或基因型）。
- 通过指定测量类型、技术平台（例如 Illumina 或 Bruker）和原始数据文件位置来配置分析。
- 记录可选的工作流和运行，以捕获计算分析脚本及其产生的输出。
- 添加联系人和出版物元数据，以确保使用符合 ISA 标准的注册命令进行妥善的归属和引用。
- 技能自动执行 Git 初始化和针对大文件的 LFS 跟踪，然后将组织好的 ARC 提交到本地存储库。
- 最后，它促进研究上下文与远程 DataHUB 实例的同步。
ARC Creator 配置指南
要开始使用 Openclaw Skills 的这项技能，请确保本地机器上已安装 git 和 git-lfs。强烈建议在您的路径中包含 ARC Commander CLI。
# 建议安装 ARC Commander
mkdir -p ~/bin
curl -L https://github.com/nfdi4plants/arc-commander/releases/latest/download/arc-linux-x64 -o ~/bin/arc
chmod +x ~/bin/arc
对于 DataHUB 同步，您需要来自 git.nfdi4plants.org 或 datahub.hhu.de 的个人访问令牌。在开始创建过程之前，请配置您的 Git 用户名和电子邮件。
ARC Creator 数据架构与分类体系
ARC Creator 根据 nfdi4plants 规范定义的标准层次结构组织研究数据。这种结构对于 Openclaw Skills 的互操作性至关重要。
| 组件 | 位置 | 用途 |
|---|---|---|
| 调查 (Investigation) | 根目录 | 研究项目的核心元数据 |
| 研究 (Studies) | studies/ |
材料、生长条件和方案的描述 |
| 分析 (Assays) | assays/ |
原始数据文件和测量技术元数据 |
| 工作流 (Workflows) | workflows/ |
计算脚本、笔记本和 CWL 文件 |
| 运行 (Runs) | runs/ |
分析生成的输出和结果 |
| 资源 (Resources) | resources/ |
支持文档和参考材料 |
放置在数据集目录中的所有分析数据均被视为不可变，以确保研究的完整性。
name: arc-creator
description: Create and populate Annotated Research Contexts (ARCs) following the nfdi4plants ARC specification. Use when creating a new ARC, adding studies/assays/workflows/runs, annotating ISA metadata, organizing research data into ARC structure, or pushing ARCs to a DataHUB. Guides the user interactively through all required and optional metadata fields.
ARC Creator
Create FAIR Digital Objects following the nfdi4plants ARC specification v3.0.0.
Prerequisites
gitandgit-lfsinstalled- ARC Commander CLI at
~/bin/arc(optional but recommended) - For DataHUB sync: Personal Access Token for git.nfdi4plants.org or datahub.hhu.de
Interactive ARC Creation Workflow
Guide the user through these phases in order. Ask questions conversationally — don't dump all questions at once. Batch 2-4 related questions per message.
Phase 1: Investigation Setup
Ask the user:
- Investigation identifier (short, lowercase-hyphenated, e.g.
cold-stress-arabidopsis) - Title (concise name for the investigation)
- Description (textual description of the research goals)
- Where to store the ARC locally (suggest
/home/uranus/arc-projects/)/
Then run scripts/create_arc.sh and set investigation metadata via:
arc investigation update -i "" --title "" --description "<desc>"
</CODE></PRE>
<H3 id=phase-2-studies>Phase 2: Studies</H3>
<P>For each study, ask:</P>
<OL>
<LI><STRONG>Study identifier</STRONG> (e.g. <CODE>plant-growth</CODE>)</LI>
<LI><STRONG>Title and description</STRONG></LI>
<LI><STRONG>Organism</STRONG> (for Characteristic [Organism])</LI>
<LI><STRONG>Growth conditions</STRONG> (temperature, light, medium, etc.)</LI>
<LI><STRONG>Source materials</STRONG> (what goes in — seeds, cell lines, etc.)</LI>
<LI><STRONG>Sample materials</STRONG> (what comes out — leaves, roots, extracts, etc.)</LI>
<LI><STRONG>Protocols</STRONG> — does the user have protocol documents to include?</LI>
<LI><STRONG>Factors</STRONG> — what experimental variables are being tested? (e.g., temperature, genotype, treatment)</LI></OL>
<P>Create with:</P><PRE><CODE class=language-bash>arc study init --studyidentifier "<id>"
arc study update --studyidentifier "<id>" --title "<title>" --description "<desc>"
</CODE></PRE>
<P>Copy protocol files to <CODE>studies/<id>/protocols/</CODE>. Copy resource files to <CODE>studies/<id>/resources/</CODE>.</P>
<H3 id=phase-3-assays>Phase 3: Assays</H3>
<P>For each assay, ask:</P>
<OL>
<LI><STRONG>Assay identifier</STRONG> (e.g. <CODE>proteomics-ms</CODE>, <CODE>rnaseq</CODE>, <CODE>sugar-measurement</CODE>)</LI>
<LI><STRONG>Measurement type</STRONG> (e.g., protein expression profiling, transcription profiling, metabolite profiling)</LI>
<LI><STRONG>Technology type</STRONG> (e.g., mass spectrometry, nucleotide sequencing, plate reader)</LI>
<LI><STRONG>Technology platform</STRONG> (e.g., Illumina NovaSeq, Bruker timsTOF)</LI>
<LI><STRONG>Data files</STRONG> — where are the raw data files? (will go into <CODE>assays/<id>/dataset/</CODE>)</LI>
<LI><STRONG>Processed data</STRONG> — any processed output files?</LI>
<LI><STRONG>Protocols</STRONG> — assay-specific protocols?</LI>
<LI><STRONG>Performers</STRONG> — who performed this assay? (name, affiliation, role)</LI></OL>
<P>Create with:</P><PRE><CODE class=language-bash>arc assay init -a "<id>" --measurementtype "<type>" --technologytype "<tech>"
</CODE></PRE>
<P>Copy data to <CODE>assays/<id>/dataset/</CODE>, protocols to <CODE>assays/<id>/protocols/</CODE>.</P>
<H3 id=phase-4-workflows-optional>Phase 4: Workflows (optional)</H3>
<P>Ask if there are computational analysis steps. For each:</P>
<OL>
<LI><STRONG>Workflow identifier</STRONG> (e.g. <CODE>deseq2-analysis</CODE>, <CODE>heatmap-generation</CODE>)</LI>
<LI><STRONG>Description</STRONG> of what it does</LI>
<LI><STRONG>Code files</STRONG> (scripts, notebooks)</LI>
<LI><STRONG>Dependencies</STRONG> (Python packages, R libraries, Docker image)</LI></OL>
<P>Place code in <CODE>workflows/<id>/</CODE>. Note: <CODE>workflow.cwl</CODE> is REQUIRED by spec but often created later. Inform user.</P>
<H3 id=phase-5-runs-optional>Phase 5: Runs (optional)</H3>
<P>Ask if there are computation outputs. For each:</P>
<OL>
<LI><STRONG>Run identifier</STRONG></LI>
<LI><STRONG>Which workflow produced it</STRONG></LI>
<LI><STRONG>Output files</STRONG> (figures, tables, processed data)</LI></OL>
<P>Place outputs in <CODE>runs/<id>/</CODE>.</P>
<H3 id=phase-6-contacts--publications>Phase 6: Contacts & Publications</H3>
<P>Ask:</P>
<OL>
<LI><STRONG>Investigation contacts</STRONG> (name, email, affiliation, role — at minimum the PI)</LI>
<LI><STRONG>Publications</STRONG> (if any — DOI, PubMed ID, title, authors)</LI></OL>
<P>Add via:</P><PRE><CODE class=language-bash>arc investigation person register --lastname "<last>" --firstname "<first>" --email "<email>" --affiliation "<aff>"
</CODE></PRE>
<H3 id=phase-7-git-commit--datahub-sync>Phase 7: Git Commit & DataHUB Sync</H3>
<OL>
<LI>Configure git user:</LI></OL><PRE><CODE class=language-bash>git config user.name "<name>"
git config user.email "<email>"
</CODE></PRE>
<OL start=2>
<LI>Commit:</LI></OL><PRE><CODE class=language-bash>git add -A
git commit -m "Initial ARC: <investigation title>"
</CODE></PRE>
<OL start=3>
<LI>Ask if the user wants to push to a DataHUB. If yes:
<UL>
<LI>Ask which host (git.nfdi4plants.org, datahub.hhu.de, etc.)</LI>
<LI>Create remote repo (via browser or API)</LI>
<LI>Set remote and push</LI></UL></LI></OL>
<H2 id=isa-metadata-reference>ISA Metadata Reference</H2>
<P>For detailed ISA-XLSX fields, annotation table columns, and ontology references, read <CODE>references/arc-spec.md</CODE>.</P>
<H2 id=key-reminders>Key Reminders</H2>
<UL>
<LI><STRONG>Assay data is immutable</STRONG> — never modify files in <CODE>assays/<id>/dataset/</CODE> after initial placement</LI>
<LI><STRONG>Studies describe materials</STRONG>, assays describe measurements</LI>
<LI><STRONG>Workflows are code</STRONG>, runs are outputs</LI>
<LI><STRONG>Git LFS</STRONG> for files > 100 MB: <CODE>git lfs track "*.fastq.gz" "*.bam" "*.raw"</CODE></LI>
<LI><STRONG>Don't store ARCs on OneDrive/Dropbox</STRONG> — Git + cloud sync causes conflicts</LI>
<LI>ARC Commander CLI reference: <CODE>arc <subcommand> --help</CODE></LI></UL>
</div>
<div class="lastanext flexRow">
<a class="lastart flexRow" href="/wz/335171.html" ><span>上一篇：</span><span>Wiki.js：部署与管理文档站点 - Openclaw Skills</span></a>
<a class="nextart flexRow" href="/wz/335180.html" ><span>下一篇：</span><span>poki小游戏免费下载安装最新版本-poki正版官方入口</span></a>
</div>
</div>
<div class="dtl-xgtj">
<div class="jb-titles flexRow">
<div class="jbtle-left flexRow"><b></b><p>相关推荐</p></div>
</div>
<div class="tjlist flexRow">
<div class="tj-item ">
<div class="tjitemd">
<div class="tjimd-top flexRow">
<a class="imdta flexRow" href="/wz/338836.html" >
<img src="/jiaoben/image/noimg.png" >
</a>
<div class="imdt-right flexColumn">
<a class="imdtra flexRow overflowclass" href="/wz/338836.html" >Business Claw：ERPNext MCP 自动化与工作流 - Openclaw 技能</a>
<a class="imdtrap flexRow overflowclass" href="/wz/338836.html" >
什么是 Business Claw ERPNext 技能库？
Business Claw 技能提供了一个在 ERPNext 环境中构建高级企业工作流的结构化框架。通过将多个 MCP（模型上下文协议）工具组合成可
</a>
</div>
</div>
<div class="tjimd-down flexRow">
<div class="imdd-tab flexRow">
<p class="imddt-time flexRow"><b></b><span>2026-03-30</span></p>
</div>
<a href="/wz/338836.html" class="imdd-more flexRow flexcenter" >立即查看</a>
</div>
</div>
</div>
<div class="tj-item ">
<div class="tjitemd">
<div class="tjimd-top flexRow">
<a class="imdta flexRow" href="/wz/338835.html" >
<img src="/jiaoben/image/noimg.png" >
</a>
<div class="imdt-right flexColumn">
<a class="imdtra flexRow overflowclass" href="/wz/338835.html" >Markdown 报告生成器：专业文档制作 - Openclaw Skills</a>
<a class="imdtrap flexRow overflowclass" href="/wz/338835.html" >
什么是 Markdown 报告生成器？
Markdown 报告生成器是 Openclaw Skills 生态系统中的一个强大补充，旨在简化文档编写过程。它允许用户将来自各种来源（包括 URL、文本文件和对话历
</a>
</div>
</div>
<div class="tjimd-down flexRow">
<div class="imdd-tab flexRow">
<p class="imddt-time flexRow"><b></b><span>2026-03-30</span></p>
</div>
<a href="/wz/338835.html" class="imdd-more flexRow flexcenter" >立即查看</a>
</div>
</div>
</div>
<div class="tj-item ">
<div class="tjitemd">
<div class="tjimd-top flexRow">
<a class="imdta flexRow" href="/wz/338834.html" >
<img src="/jiaoben/image/noimg.png" >
</a>
<div class="imdt-right flexColumn">
<a class="imdtra flexRow overflowclass" href="/wz/338834.html" >工程经理操作系统：技术领导力与团队扩展 - Openclaw Skills</a>
<a class="imdtrap flexRow overflowclass" href="/wz/338834.html" >
什么是 工程经理操作系统 (Engineering Manager OS)？
工程经理操作系统（Engineering Manager OS）是专为从个人贡献者转向管理及总监级别岗位的工程领导者设计的专业级指
</a>
</div>
</div>
<div class="tjimd-down flexRow">
<div class="imdd-tab flexRow">
<p class="imddt-time flexRow"><b></b><span>2026-03-30</span></p>
</div>
<a href="/wz/338834.html" class="imdd-more flexRow flexcenter" >立即查看</a>
</div>
</div>
</div>
<div class="tj-item ">
<div class="tjitemd">
<div class="tjimd-top flexRow">
<a class="imdta flexRow" href="/wz/338833.html" >
<img src="/jiaoben/image/noimg.png" >
</a>
<div class="imdt-right flexColumn">
<a class="imdtra flexRow overflowclass" href="/wz/338833.html" >Zoho Bookings API 集成：管理预约与员工 - Openclaw Skills</a>
<a class="imdtrap flexRow overflowclass" href="/wz/338833.html" >
什么是 Zoho Bookings？
此技能为 Zoho Bookings 生态系统提供了高性能桥梁，使开发人员能够绕过手动 OAuth 令牌管理的复杂性。通过在 Openclaw Skills 框架内利用此集
</a>
</div>
</div>
<div class="tjimd-down flexRow">
<div class="imdd-tab flexRow">
<p class="imddt-time flexRow"><b></b><span>2026-03-30</span></p>
</div>
<a href="/wz/338833.html" class="imdd-more flexRow flexcenter" >立即查看</a>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="cd-right dtlcd-right">
<div class="dtl-ht">
<div class="jb-titles flexRow">
<div class="jbtle-left flexRow"><b></b><p>专题</p></div>
</div>
<div class="dtlht-list ">
<div class="htl-item flexRow">
<div class="htmitem-left">
<div class="htiteml-top flexRow">
<a href="/wz/zt-50161.html" >#Grok</a>
<span></span>
</div>
<a class="htiteml-down flexRow" href="/wz/zt-50161.html" >Grok脚本资源网站，提供G</a>
</div>
<p class="htmitem-right flexRow flexcenter gz" data-id="50161" >+ 收藏</p>
</div>
<div class="htl-item flexRow">
<div class="htmitem-left">
<div class="htiteml-top flexRow">
<a href="/wz/zt-50160.html" >#Sora2</a>
<span></span>
</div>
<a class="htiteml-down flexRow" href="/wz/zt-50160.html" >Sora2脚本资源网站，提供S</a>
</div>
<p class="htmitem-right flexRow flexcenter gz" data-id="50160" >+ 收藏</p>
</div>
<div class="htl-item flexRow">
<div class="htmitem-left">
<div class="htiteml-top flexRow">
<a href="/wz/zt-50159.html" >#通义万相</a>
<span></span>
</div>
<a class="htiteml-down flexRow" href="/wz/zt-50159.html" >通义万相脚本资源网站，提供通</a>
</div>
<p class="htmitem-right flexRow flexcenter gz" data-id="50159" >+ 收藏</p>
</div>
<div class="htl-item flexRow">
<div class="htmitem-left">
<div class="htiteml-top flexRow">
<a href="/wz/zt-50158.html" >#海螺AI</a>
<span></span>
</div>
<a class="htiteml-down flexRow" href="/wz/zt-50158.html" >海螺AI脚本资源网站，提供海</a>
</div>
<p class="htmitem-right flexRow flexcenter gz" data-id="50158" >+ 收藏</p>
</div>
<div class="htl-item flexRow">
<div class="htmitem-left">
<div class="htiteml-top flexRow">
<a href="/wz/zt-50157.html" >#可灵AI</a>
<span></span>
</div>
<a class="htiteml-down flexRow" href="/wz/zt-50157.html" >可灵AI脚本资源网站，提供可</a>
</div>
<p class="htmitem-right flexRow flexcenter gz" data-id="50157" >+ 收藏</p>
</div>
<div class="htl-item flexRow">
<div class="htmitem-left">
<div class="htiteml-top flexRow">
<a href="/wz/zt-50156.html" >#Kling3.0</a>
<span></span>
</div>
<a class="htiteml-down flexRow" href="/wz/zt-50156.html" >Kling3.0脚本资源网站，提</a>
</div>
<p class="htmitem-right flexRow flexcenter gz" data-id="50156" >+ 收藏</p>
</div>
</div>
</div>
<div class=" dtl-zt">
<div class="jb-titles flexRow">
<div class="jbtle-left flexRow"><b></b><p>最新数据</p></div>
</div>
<div class="wkch-downs">
<div class="weekch-top flexRow">
<a class="wktpa flexRow" href="/wz/335180.html" >
<img src="https://images.jiaoben.net/uploads/20260326/logo_69c4f2d6687b41.jpg" >
</a>
<div class="wktpa-right flexColumn">
<a class="wktpara flexRow overflowclass" href="/wz/335180.html" >poki小游戏免费下载安装最新版本-poki正版官方入口</a>
<a class="wktparp flexRow overflowclass" href="/wz/335180.html" >
Poki小游戏平台提供全球热
</a>
</div>
</div>
<div class="weekch-list">
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335171.html" class="weekcha flexRow flexcenter overflowclass" >Wiki.js：部署与管理文档站点 - Openclaw Skills</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335159.html" class="weekcha flexRow flexcenter overflowclass" >微信朋友圈助手：个性化社交文案 - Openclaw Skills</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335150.html" class="weekcha flexRow flexcenter overflowclass" >抖音官网抖币苹果充值入口-抖音官网苹果手机充值详细教程</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335128.html" class="weekcha flexRow flexcenter overflowclass" >Clawdio：安全的 P2P AI 智能体通信 - Openclaw Skills</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335127.html" class="weekcha flexRow flexcenter overflowclass" >Minecraft 服务器监控器：实时状态与玩家追踪 - Openclaw Skills</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335110.html" class="weekcha flexRow flexcenter overflowclass" >FocusNote 每日笔记插入器：自动化日志 - Openclaw Skills</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335101.html" class="weekcha flexRow flexcenter overflowclass" >韩剧tv私密版高清观看入口-韩剧网2026最新未删减版在线入口</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335098.html" class="weekcha flexRow flexcenter overflowclass" >落地页：高转化文案与设计 - Openclaw Skills</a>
</div>
<div class="weekch-con flexRow">
<div class="weekch-icon flexRow"><b></b></div>
<a href="/wz/335095.html" class="weekcha flexRow flexcenter overflowclass" >烹饪：专业的食谱调整与厨房精通 - Openclaw Skills</a>
</div>
</div>
</div>
</div>
<div class=" dtl-wz">
<div class="jb-titles flexRow">
<div class="jbtle-left flexRow"><b></b><p>相关文章</p></div>
</div>
<div class="blog-list">
<a href="/wz/338831.html" class="bloga flexRow over"><p class="overflowclass">每日语音名言：AI 驱动的励志与数字人视频 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338833.html" class="bloga flexRow over"><p class="overflowclass">Zoho Bookings API 集成：管理预约与员工 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338834.html" class="bloga flexRow over"><p class="overflowclass">工程经理操作系统：技术领导力与团队扩展 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338835.html" class="bloga flexRow over"><p class="overflowclass">Markdown 报告生成器：专业文档制作 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338836.html" class="bloga flexRow over"><p class="overflowclass">Business Claw：ERPNext MCP 自动化与工作流 - Openclaw 技能</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338832.html" class="bloga flexRow over"><p class="overflowclass">Context Engineer：Openclaw 技能的 Token 优化专家</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338821.html" class="bloga flexRow over"><p class="overflowclass">韩国发票：自动化估价单与税务发票 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338817.html" class="bloga flexRow over"><p class="overflowclass">小红书文案教练：爆款笔记生成器 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338806.html" class="bloga flexRow over"><p class="overflowclass">慕尼黑 MVG & S-Bahn 实时追踪命令行工具 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
<a href="/wz/338803.html" class="bloga flexRow over"><p class="overflowclass">Reddit 研究技能：自动化社群洞察 - Openclaw Skills</p><div class="blogtime"><span>03/</span>30</div></a>
</div>
</div>
<div class="cdr-ai">
<div class="jb-titles flexRow">
<div class="jbtle-left flexRow"><b></b><p>AI精选 </p></div>
<a class="jbtitle-more flexRow" href="/category/list_344_1.html" title=""><span>更多</span><b></b></a>
</div>
<div class="ai-list">
<div class="ail-top flexRow">
<a href="/wz/338751.html" title="" class="ailta ">
<img src="https://images.jiaoben.net/uploads/20260330/logo_69ca6875357241.jpeg" >
<p ><span>AI Agent 智能体 - Mu</span></p></a>
<a href="/wz/338691.html" title="" class="ailta ">
<img src="https://images.jiaoben.net/uploads/20260330/logo_69ca6418c65be1.jpeg" >
<p ><span>RAG 不一定非得靠向量库：一</span></p></a>
</div>
<div class="ail-down">
<a class="ali-con flexRow" href="/wz/338690.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass">一文搞懂深度学习中的池化！</p>
</a>
<a class="ali-con flexRow" href="/wz/338689.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass">一文搞懂卷积神经网络经典架构-LeNet</p>
</a>
<a class="ali-con flexRow" href="/wz/338460.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass">告别 Vibe Coding：用 SDD 让 AI 编程提效 50%，三工具实战对比</p>
</a>
<a class="ali-con flexRow" href="/wz/338458.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass">Agent 语音交互如何更稳、更快？一次高并发消息链路优化实践</p>
</a>
<a class="ali-con flexRow" href="/wz/338457.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass"># AI 终于能"干活"了——Function Calling 完全指南</p>
</a>
<a class="ali-con flexRow" href="/wz/338456.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass">GSD 使用指南：高效交付功能的结构化工作流</p>
</a>
<a class="ali-con flexRow" href="/wz/338423.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass">刚刚！Claude最强大模型泄露，Anthropic紧急封锁</p>
</a>
<a class="ali-con flexRow" href="/wz/338398.html" title="">
<div class="alicon-left flexRow"><span>精选</span></div>
<p class="aliconp overflowclass">开源项目 superpowers 深度解读：把 AI Coding Agent 变成遵守工程流程的协作伙伴</p>
</a>
</div>
</div>
</div>
<div class="cdr-blog">
<div class="jb-titles flexRow">
<div class="jbtle-left flexRow"><b></b><p>脚本推荐</p></div>
</div>
<div class="blog-list">
<a href="/wz/zt-49225.html" title="" class="bloga flexRow over"><p class="overflowclass">SeeDance 2.0 Video Creator专区</p></a>
<a href="/wz/zt-49224.html" title="" class="bloga flexRow over"><p class="overflowclass">OpenClaw AI专区</p></a>
<a href="/wz/zt-49223.html" title="" class="bloga flexRow over"><p class="overflowclass">cowork专区</p></a>
<a href="/wz/zt-49222.html" title="" class="bloga flexRow over"><p class="overflowclass">claude code skills专区</p></a>
</div>
</div>
</div>
</div>
</div>
</div>
</main>
<script>
$(function() {
// “+ 收藏”按钮点击事件
$(document).on('click', '.htmitem-right, .ztop-right', function(e) {
// 仅针对包含 “+ 收藏” 文字的按钮
if ($(this).text().indexOf('+ 收藏') === -1) return;
e.preventDefault();
const id = $(this).data('id');
if (!id) {
layer.msg('该项暂无有效ID，无法收藏');
return;
}
// 构造收藏 URL: 当前域名 + /wz/zt- + id + /
const bookmarkUrl = window.location.origin + '/wz/zt-' + id + '.html';
// 获取收藏标题 (优先从同级元素获取话题名称，否则使用页面标题)
let bookmarkTitle = $(this).closest('.htl-item, .zttopd').find('a:first, span.overflowclass').text().trim() || document.title;
if (bookmarkTitle.startsWith('#')) bookmarkTitle = bookmarkTitle.substring(1);
// 浏览器收藏逻辑 (带 Fallback)
try {
if (window.sidebar && window.sidebar.addPanel) {
// Firefox < 23
window.sidebar.addPanel(bookmarkTitle, bookmarkUrl, "");
} else if (window.external && ('AddFavorite' in window.external)) {
// IE
window.external.AddFavorite(bookmarkUrl, bookmarkTitle);
} else {
// Chrome, Safari, Firefox 23+, etc.
const isMac = /Mac/i.test(navigator.userAgent);
const keyStr = isMac ? 'Command + D' : 'Ctrl + D';
layer.confirm('由于浏览器安全限制，请使用 <b>' + keyStr + '</b> 手动添加收藏。<br><br>收藏地址：<br><small>' + bookmarkUrl + '</small>', {
title: '收藏提示',
btn: ['复制链接', '知道了'],
yes: function(index) {
copyToClipboard(bookmarkUrl).then(() => {
layer.msg('链接已复制，请手动添加到收藏夹');
}).catch(() => {
layer.msg('复制失败，请手动选择复制');
});
layer.close(index);
}
});
}
} catch (err) {
layer.msg('收藏失败，请手动添加');
}
});
// 兼容非 HTTPS 的复制函数
function copyToClipboard(text) {
if (navigator.clipboard && window.isSecureContext) {
return navigator.clipboard.writeText(text);
} else {
let textArea = document.createElement("textarea");
textArea.value = text;
textArea.style.position = "fixed";
textArea.style.left = "-999999px";
textArea.style.top = "-999999px";
document.body.appendChild(textArea);
textArea.focus();
textArea.select();
return new Promise((res, rej) => {
document.execCommand('copy') ? res() : rej();
textArea.remove();
});
}
}
});
</script>
<footer>
<div class="foot ">
<div class="foot-top flexRow">
<div class="foot-left">
<div class="ftl-top flexRow"><span class="flexRow flexcenter">脚本</span>在线</div>
<p class="ftl-down">
智能赋能梦想，脚本构筑现实。我们致力于链接AI智能指令
与传统自动化，为您提供一站式、高效率的脚 本资产与生成
服务。
</p>
</div>
<div class="foot-right flexRow">
<div class="ftr-list flexColumn">
<p>核心板块</p>
<span>AI脚本库</span>
<span>自动化仓库</span>
<span>脚本实验室</span>
</div>
<div class="ftr-list flexColumn">
<p>关于我们</p>
<a href="/category/list_229_1.html" >最新游戏</a>
<span>商务合作</span>
<span>隐私政策</span>
</div>
<div class="ftr-list flexColumn">
<p>社区支持</p>
<span >API文档</span>
<a href="/category/list_334_1.html" >攻略资讯</a>
<span>违规举报</span>
</div>
</div>
</div>
<div class="foot-down flexColumn">
<p>© 2026 jiaoben.net | 脚本在线 | 联系：jiaobennet2026@163.com</p>
<p>备案：<a style="color: #7F7F7F;" href="https://beian.miit.gov.cn/" rel="nofollow" target="_blank">湘ICP备18025217号-11</a> </p>
</div>
</div>
</footer>
</body>
</html>