{"id":47483107,"url":"https://github.com/beatai-org/BeatAI","last_synced_at":"2026-04-06T22:00:41.021Z","repository":{"id":37307182,"uuid":"442663165","full_name":"beatai-org/BeatAI","owner":"beatai-org","description":"🌶️ 通过 AI 辣评学习 AI，模拟各种明星角色，给大家不一样的学习体验。🦄 BeatAI，一片简单有趣的 AI 大陆，欢迎大家常来住住。","archived":false,"fork":false,"pushed_at":"2026-03-26T11:33:30.000Z","size":83669,"stargazers_count":4653,"open_issues_count":0,"forks_count":255,"subscribers_count":57,"default_branch":"main","last_synced_at":"2026-03-27T02:54:53.715Z","etag":null,"topics":["ai","ai-learning","engineering","llm","neural-network","transformer"],"latest_commit_sha":null,"homepage":"https://beatai.org","language":"Handlebars","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/beatai-org.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2021-12-29T04:52:04.000Z","updated_at":"2026-03-27T01:42:53.000Z","dependencies_parsed_at":"2023-12-11T23:42:58.797Z","dependency_job_id":"2e5642b6-8232-4be0-a897-91e7a30f6f00","html_url":"https://github.com/beatai-org/BeatAI","commit_stats":null,"previous_names":["sunface/beat-ai","loong-ai/beat-ai","0xx0-ai/beat-ai","0x-ai/beat-ai","ibeatai/beatai","ibeatai/beat-ai","rustlang-cn/rusty-book","genesismission/beat-ai","opengenesislab/beat-ai","genesislab-ai/beat-ai","beatai-org/beatai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/beatai-org/BeatAI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beatai-org%2FBeatAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beatai-org%2FBeatAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beatai-org%2FBeatAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beatai-org%2FBeatAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/beatai-org","download_url":"https://codeload.github.com/beatai-org/BeatAI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/beatai-org%2FBeatAI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31491097,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-06T17:22:55.647Z","status":"ssl_error","status_checked_at":"2026-04-06T17:22:54.741Z","response_time":112,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","ai-learning","engineering","llm","neural-network","transformer"],"created_at":"2026-03-26T03:00:50.559Z","updated_at":"2026-04-06T22:00:41.010Z","avatar_url":"https://github.com/beatai-org.png","language":"Handlebars","funding_links":[],"categories":["Handlebars"],"sub_categories":[],"readme":"沈氏功夫传人：你...过来啊。\n![v2-838b5db3fbcfb8c2b3d4e23709aa7bc5_b](https://github.com/user-attachments/assets/954d26b0-0259-48a6-8952-21e5921a9387)\n\nNo No No!\n\n不要怕，这里不是又又又一个无趣的技术社区，我们只想把最简单、纯粹、有趣的 AI 还给大家，谁说只有名校高材生才能深入学 AI？\n\n对了，网站近期将完全开源，大家随意期待下就行，它无非就是一片能让你随意学会 AI、又特别有趣的一片大陆。\n![be94838ba61ea8d3192e7f71940a304e251f5821 jpg](https://github.com/user-attachments/assets/b492b159-dc97-4102-a082-60b536b2a8f9)\n\n\n## 🎭 大陆活跃榜\n🥇 [**Sheldon Cooper**](https://baike.baidu.com/item/谢尔顿·库珀/9982394) × 5\n\n\u003cimg height=\"300px\" src=\"https://github.com/user-attachments/assets/7dd6d5e6-0cc1-45f1-adfc-f60268578349\"/\u003e\n\n🥈 [**霍华德·沃洛维茨**](https://baike.baidu.com/item/霍华德·沃洛维茨/18428561?lemmaFrom=lemma_starMap\u0026fromModule=lemma_starMap\u0026starNodeId=f5a54d499de112bdb9ec5477\u0026lemmaIdFrom=9982394) × 1\n\n\u003cimg height=\"250px\" src=\"https://github.com/user-attachments/assets/52052b20-dde9-4e76-8ec6-92c2480690ff\" /\u003e\n\n\n## 🔥 高能入口\n\u003e 先从最有火花的地方开局\n1. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/agent-skills-teams-architecture-evolution\"\u003eAgent/Skills/Teams 架构演进过程及技术选型之道\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-26 ｜ 辣评 By 霍华德·沃洛维茨 ｜ #Agent #Multi-Agent #Agent Skills\u003c/sub\u003e\n2. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/claude-self-audit-prompt\"\u003e你的 Claude 配置会随着时间变质：用这条自检提示词，60 秒排毒\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-25 ｜ #Claude #CLAUDE.md #Prompt Hygiene\u003c/sub\u003e\n3. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/how-to-10x-your-claude-skills\"\u003e如何把 Claude Skills 的效果提升 10 倍：用 Karpathy 的 autoresearch 方法自动打磨\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-25 ｜ #Claude Skills #Autoresearch #Prompt Engineering\u003c/sub\u003e\n4. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/tang-dynasty-beats-ai-frameworks\"\u003e开源项目--1300 年前的唐朝制度，吊打了我用过的所有 AI 框架\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-24 ｜ 辣评 By Sheldon Cooper ｜ #多Agent #审核机制 #工作流\u003c/sub\u003e\n5. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/model-is-not-key-harness-is\"\u003e模型不是关键，Harness 才是\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-24 ｜ 辣评 By Sheldon Cooper ｜ #HarnessEngineering #AI Coding #Agent\u003c/sub\u003e\n6. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/prompt-caching-is-everything\"\u003e构建 Claude Code 的经验：Prompt Caching 才是一切\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-24 ｜ #ClaudeCode #PromptCaching #Agent\u003c/sub\u003e\n7. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/harness-engineering-revolution\"\u003eHarness Engineering:2026年最被低估的工程革命\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-20 ｜ 辣评 By Sheldon Cooper ｜ #HarnessEngineering #Codex #软件工程\u003c/sub\u003e\n8. \u003ca href=\"https://beatai.org/ai-insights/viewpoint/claude-code-team-10-tips\"\u003eCC之父曝内部团队使用Claude Code的10条技巧！网友：工作流很管用，但钱包有点痛\u003c/a\u003e\n   \u003cbr/\u003e\u003csub\u003e2026 年 3 月 ｜ 2026-03-20 ｜ 辣评 By Sheldon Cooper ｜ #ClaudeCode #Worktree #PlanMode\u003c/sub\u003e\n## 🗂️ 全量航线\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e📅 2026 年 3 月\u003c/b\u003e · 14 篇\u003c/summary\u003e\n\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/agent-skills-teams-architecture-evolution\"\u003eAgent/Skills/Teams 架构演进过程及技术选型之道\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-26 ｜ 辣评 By 霍华德·沃洛维茨 ｜ #Agent #Multi-Agent #Agent Skills #Agent Teams\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/claude-self-audit-prompt\"\u003e你的 Claude 配置会随着时间变质：用这条自检提示词，60 秒排毒\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-25 ｜ #Claude #CLAUDE.md #Prompt Hygiene #自检提示词\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/how-to-10x-your-claude-skills\"\u003e如何把 Claude Skills 的效果提升 10 倍：用 Karpathy 的 autoresearch 方法自动打磨\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-25 ｜ #Claude Skills #Autoresearch #Prompt Engineering #Agent Workflow\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/tang-dynasty-beats-ai-frameworks\"\u003e开源项目--1300 年前的唐朝制度，吊打了我用过的所有 AI 框架\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-24 ｜ 辣评 By Sheldon Cooper ｜ #多Agent #审核机制 #工作流 #AI框架\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/model-is-not-key-harness-is\"\u003e模型不是关键，Harness 才是\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-24 ｜ 辣评 By Sheldon Cooper ｜ #HarnessEngineering #AI Coding #Agent #工程系统\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/prompt-caching-is-everything\"\u003e构建 Claude Code 的经验：Prompt Caching 才是一切\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-24 ｜ #ClaudeCode #PromptCaching #Agent #缓存\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/harness-engineering-revolution\"\u003eHarness Engineering:2026年最被低估的工程革命\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-20 ｜ 辣评 By Sheldon Cooper ｜ #HarnessEngineering #Codex #软件工程 #AIAgent\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/claude-code-team-10-tips\"\u003eCC之父曝内部团队使用Claude Code的10条技巧！网友：工作流很管用，但钱包有点痛\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-20 ｜ 辣评 By Sheldon Cooper ｜ #ClaudeCode #Worktree #PlanMode #CLAUDE.md\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/dingtalk-cli\"\u003e钉钉已经彻底 CLI 化了。\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-20 ｜ 辣评 By Sheldon Cooper ｜ #CLI #钉钉 #Agent #AI产品\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/vibe-coding\"\u003eVibe Coding，是怎么「玩废」程序员的？\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-17 ｜ #AI #编程 #Vibe Coding #程序员\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/harness-engineering\"\u003e百万级代码背后的零人工奇迹\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-17 ｜ #AI #Codex #软件工程 #Agent\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/agent-framework-illusion\"\u003e从 Google ADK 到 OpenFang，我试了七个 Agent 框架，最后被一个教程点醒了\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-18 ｜ #AI #Agent #框架选择 #Context Engineering\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/why-llms-are-so-addictive\"\u003e为什么大模型越用越上头？\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-19 ｜ #AI #大模型 #认知偏差 #情绪价值\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/claude-code-skills-pitfalls\"\u003eClaude code团队内部skill构建踩坑经验大全\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-19 ｜ #ClaudeCode #Skills #Agent #工程实践\u003c/sub\u003e\n\n\u003c/details\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003e\u003cb\u003e📅 2026 年 2 月\u003c/b\u003e · 5 篇\u003c/summary\u003e\n\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/why-claude-code-is-so-good\"\u003e是什么让 Claude Code 如此出色（以及如何在你的智能体中重现这种魔力）!?\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-02-27 ｜ #AI #Claude Code #小模型 #Agent\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/from-writing-code-to-validating-code\"\u003e从写代码到验代码：AI 搭档写走 3 年，我踩出来的协作路线图\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-02-17 ｜ #AI #AI Coding #代码验证 #工程实践\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/2028-global-intelligence-crisis\"\u003e2028全球智能危机\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-02-18 ｜ #AI #宏观经济 #白领替代 #系统性风险\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/weiching-ai-reform\"\u003e微软中国 CTO 韦青：警惕朋友圈 AI 神话，重视苦活、脏活、累活\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-03-17 ｜ #AI #企业转型 #微软 #组织变革\u003c/sub\u003e\n- \u003ca href=\"https://beatai.org/ai-insights/viewpoint/ai-reverse-engineered-bubble-bobble\"\u003e用 AI 反向工程 1986 年的游戏\u003c/a\u003e\n  \u003cbr/\u003e\u003csub\u003e2026-02-18 ｜ #AI #逆向工程 #二进制分析 #游戏\u003c/sub\u003e\n\n\u003c/details\u003e\n## 🧭 登陆方式\n- 主站阅读：\u003ca href=\"https://beatai.org/ai-insights\"\u003ebeatai.org/ai-insights\u003c/a\u003e\n- 仓库协作：\u003ca href=\"https://github.com/beatai-org/BeatAI\"\u003egithub.com/beatai-org/BeatAI\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeatai-org%2FBeatAI","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbeatai-org%2FBeatAI","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbeatai-org%2FBeatAI/lists"}