来自热门搜索词、编辑选题或资讯监控。
调用模型产出标题、摘要和正文结构。
管理员确认质量后,直接落库到文章、工具或专题页。
站点现在还缺什么
当前优先处理失败任务和公开信任债。
把公开信任债、薄内容和自动化堵点放到一个面板里统一看。
自动发布默认使用 DEEPSEEK. 当前配置可用。
0 completed / 240 failed / 5 stalled
最近失败: 2026-05-04 03:00
正文太短的文章承接不住首页和搜索流量。
样本: 【站长计划】您最需要哪些 AI API 和 Agent 工具? · AI+医疗健康专题启动:先从医疗问答、医院智能化和医学研究入口开始 · ChatGPT 完全指南:入口、替代方案、API 与工作流从哪里看
专题页太薄时,热门搜索词会落到空壳页面。
样本: AI+医疗健康 · AI写作与内容运营专题 · AI资讯增长引擎专题
需要先看失败日志,再继续放大无人值守发布。
样本: 站点自运营巡航 2026-05-04 03:00 · 站点自运营巡航 2026-05-04 02:30 · 站点自运营巡航 2026-05-04 02:00
任务超过 2 小时仍未完成,说明队列里有堵点。
样本: 智能体目录上新监控 · 今日 AI 资讯摘要 · 企业销售自动化工具收录
补厚 21 篇过短文章或专题,再继续从首页和搜索导流。
复盘失败或卡住的自动化任务,避免自治继续放大脏结果。
当前 watchdog 指向 https://aiagentlands.com,可以作为公网巡检的辅助基线。
把排好队的 GitHub 资源推成真正的文章和专题
Ready GitHub resources can be turned into portal articles or topics from the publishing desk.
这些就是下一轮可以直接从运营队列推上站内的 GitHub 资源。
每次发布都会留记录,后面能回看哪些 GitHub 资源已经真正变成站内页面。
Pick ready GitHub resources and publish them as portal articles or topics.
Use publish target and queue priority to control what goes live first.
Reuse the published outputs in SEO pages, resource hubs, and promotion drafts.
GitHub 发布台还没有历史记录。
把 GitHub 资源图谱继续长成公开 landing pages
Latest SEO page build finished at 2026-04-24 15:04 and updated Open Source AI Portal Building Blocks.
这些页面会直接变成公开入口,用来承接搜索和站内跳转。
This page highlights 8 synced GitHub resources for the open-source AI track.
This page highlights 1 synced GitHub resources for the crawling track.
This page highlights 1 synced GitHub resources for the llm-apps track.
This page highlights 1 synced GitHub resources for the agent-sdk track.
This page highlights 2 synced GitHub resources for the mcp track.
每天盯出哪些 GitHub 项目值得发布、推广或提升优先级
Latest daily radar was generated for 2026-04-24 with 6 highlighted projects.
6 GitHub projects are leading the portal priority list today.
Dify · 🌟 Awesome LLM Apps · Awesome MCP Servers · OpenAI Cookbook · 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper.
Check which projects should move from ready to published today.
Use the radar to decide which SEO pages and promotion drafts deserve a refresh.
Track whether one category is dominating the queue and rebalance coverage.
同步 skills、playbook 和自动化栈
最近一次 GitHub 同步在 2026-04-24 08:30,资源库可以继续反哺教程、专题页和自推广文案。
站点可持续吸收的 GitHub 仓库和 SKILL.md 入口。
只有同步成功的条目会公开展示,并反哺后续工作流。
这批最适合转成站内可复用动作和 Agent 模板。
已开启。每轮 autopilot 都可以刷新 GitHub 资源。
把同步到的 skill 变成站内 Agent 工作流和内部操作模板。
把热门仓库拆成专题页、教程页和对比页,持续补自然流量入口。
围绕高星仓库生成社媒文案和落地页更新,形成站内外联动推广。
workflow · llm-apps · mcp · llm-building · crawling · multi-agent
Dify · 🌟 Awesome LLM Apps · Awesome MCP Servers
站点现在已经可以复用的 GitHub 资源
Production-ready platform for agentic workflow development.
拿来做工作流专题、集成目录和案例拆解。
langgenius/dify · README.md
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
拿来做资源卡片和专题页,持续扩充网站的自然流量入口。
Shubhamsaboo/awesome-llm-apps · README.md
A collection of MCP servers.
拿来做资源卡片和专题页,持续扩充网站的自然流量入口。
punkpeye/awesome-mcp-servers · README.md
✨ Navigate at cookbook.openai.com
拿来补 API 教程、Prompt 模板和上手案例。
openai/openai-cookbook · README.md
[](https://github.com/unclecode/crawl4ai/stargazers)
拿来做对比页、上手教程和案例专题,直接服务推广获客。
unclecode/crawl4ai · README.md
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
拿来做 Agent 平台对比、场景文章和企业方案页。
crewAIInc/crewAI · README.md
Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
拿来做增长动作库,生成公众号、X 和小红书推广文案。
sickn33/antigravity-awesome-skills · skills/adhx/SKILL.md
Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
拿来扩展多媒体内容生产,补短视频和音频素材能力。
sickn33/antigravity-awesome-skills · skills/fal-audio/SKILL.md
把 GitHub 资源转成对外推广内容
最近一次推广草案生成在 2026-04-24 08:31,可以继续反哺网站升级和自推广。
每份推广包都包含公众号、X、小红书和专题更新草案。
已开启。autopilot 会继续从 GitHub 资源里生成新的推广草案。
把微信和小红书草案改成可发布版本,持续测试标题和转化钩子。
把 X 帖子和 thread points 做成英文增长入口,补海外传播面。
把专题更新草案并入现有专题页,形成站内外联动的内容闭环。
最新自推广内容包
基于 GitHub 8.5 万星标仓库 punkpeye/awesome-mcp-servers 建设的专题页,收录最全 MCP 服务器,持续更新,助力 AI 开发者快速发现和集成 MCP 服务,同时为网站带来稳定自然流量。
公众号: GitHub 8.5万星标!Awesome MCP Servers 资源卡片,AI开发者必藏 / MCP 服务器合集大爆发:Awesome MCP Servers 专题页上线,自然流量新入口 / 手慢无!这份 Awesome MCP Servers 精选清单,帮你搞定 MCP 生态
X: 🔥 Awesome MCP Servers just hit 85K+ stars on GitHub! We've turned this curated collection into a dedicated topic page on our site to drive organic traffic and help the community...
小红书: 🔥GitHub 8.5万星标!这份 MCP 服务器清单,AI 开发者人手一份 / MCP 服务器合集|Awesome MCP Servers 专题页已上线,速存 / AI 开发必备|Awesome MCP Servers 资源卡片,自然流量新入口
专题更新: Awesome MCP Servers 精选索引
收录 100+ 个可直接运行的 AI Agent 和 RAG 应用,涵盖多智能体、MCP、语音等方向,支持主流大模型,助力快速原型开发。
公众号: 10万+星标!这个GitHub仓库藏着100+可直接运行的AI Agent应用,拿来即用 / 别再重复造轮子了!Awesome LLM Apps:100+ AI Agent和RAG应用一键克隆 / AI Agent开发者的福音:100+开源LLM应用模板,从克隆到上线只需三步
X: 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. ⚡ From multi-agent teams to MCP agents, voice agents, and fine-tuning. Works with Claude, Gemini, OpenAI...
小红书: GitHub 10.7万星标的AI Agent宝库,100+应用直接克隆 / AI开发者必存!这个仓库让你从零到一部署LLM应用 / 别再自己写RAG了!100个开源AI应用模板拿去用
专题更新: 🌟 Awesome LLM Apps - 100+ AI Agent & RAG 应用模板集
新增 Dify 集成指南与实战案例,覆盖低代码编排、多模型调用与 RAG 应用,助力工作流专题页升级。
公众号: Dify 星标 13.8 万!这个 AI 工作流平台为何成为开发者新宠? / 从零搭建智能工作流:Dify 开源平台实战指南 / 低代码 + AI 代理:Dify 如何重塑自动化工作流开发?
X: Dify just crossed 138K stars on GitHub! 🚀 A production-ready platform for agentic workflow development. Low-code, multi-model, open-source. Perfect for building AI agents fast....
小红书: 13.8 万星标的 AI 工作流神器,Dify 保姆级教程 / 低代码搭建智能代理?Dify 让 AI 开发像搭积木 / 从入门到实战:Dify 开源平台全解析
专题更新: Dify:生产级 AI 代理工作流平台集成与案例拆解
收录 GitHub 上 85,452 星标的 MCP 服务器资源清单,涵盖各类协议实现,助你快速构建 AI 代理与工具集成。
公众号: GitHub 8.5万星标!这份MCP服务器资源清单,AI开发者必备 / 模型上下文协议最强资源合集:Awesome MCP Servers 中文指南 / 从零搭建AI工具链:这份MCP服务器精选列表值得收藏
X: Looking to build AI agents that talk to real tools? The Awesome MCP Servers repo just hit 85K stars on GitHub. A curated list of Model Context Protocol servers for connecting L...
小红书: GitHub 8.5万星!MCP服务器资源合集,AI开发必收藏 / 模型上下文协议(MCP)服务器精选清单,中文版已上线 / AI开发者别错过!这份开源MCP服务器列表太全了
专题更新: Awesome MCP Servers - 模型上下文协议服务器精选合集
汇集100+真正可运行的AI Agent与RAG应用,支持多模型和多语言教程,是构建LLM应用的权威资源库。
公众号: 10万+星标!这个GitHub仓库集齐100+可运行的AI Agent与RAG应用,开发者狂喜 / 别再重复造轮子!Awesome LLM Apps:100+开箱即用的AI应用Playbook / 从克隆到上线:Awesome LLM Apps助你快速构建AI Agent与RAG应用
X: 🔥 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. Awesome LLM Apps is now the go-to playbook for building with LLMs. ⭐ 107K+ stars on GitHub 🤖 Multi-...
小红书: GitHub 10万星!100+可运行的AI Agent应用合集,开发效率翻倍 / 程序员必收!这个仓库让你从0到1搭建AI应用,附多语言教程 / 别再重复造轮子!Awesome LLM Apps:100+开箱即用的AI应用模板
专题更新: Awesome LLM Apps:100+可运行AI Agent与RAG应用Playbook
Dify 是一个开源生产级平台,支持低代码/无代码构建 Agentic Workflow,集成 LLM、RAG、MCP 等能力,拥有 138k+ GitHub 星标。本专题更新包含集成目录、案例拆解与自推广内容。
公众号: 138k 星标!Dify:开源 Agentic Workflow 平台,生产级 AI 应用搭建指南 / 从零到生产:Dify 如何用低代码重塑 Agentic Workflow 开发? / 开源工作流引擎 Dify 深度拆解:集成、自动化与案例实战
X: Dify is the production-ready platform for agentic workflow development. With 138k+ stars on GitHub, it offers low-code/no-code orchestration, RAG, MCP support, and seamless inte...
小红书: 🔥 138k 星标的开源工作流神器 Dify,AI 应用开发必备! / 低代码搭建 AI Agent?Dify 保姆级教程来了! / 开源 Agent 平台 Dify 深度测评:从入门到生产
专题更新: Dify:生产级 Agentic Workflow 开发平台专题更新
执行记录
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation
OpenAI OR Anthropic OR Gemini OR DeepSeek OR AI agents || AI API launch OR SDK OR developer platform OR inference API || AI coding agent OR browser agent OR workflow automation