[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-refly-ai--refly":3,"tool-refly-ai--refly":64},[4,17,27,35,48,56],{"id":5,"name":6,"github_repo":7,"description_zh":8,"stars":9,"difficulty_score":10,"last_commit_at":11,"category_tags":12,"status":16},3808,"stable-diffusion-webui","AUTOMATIC1111\u002Fstable-diffusion-webui","stable-diffusion-webui 是一个基于 Gradio 构建的网页版操作界面，旨在让用户能够轻松地在本地运行和使用强大的 Stable Diffusion 图像生成模型。它解决了原始模型依赖命令行、操作门槛高且功能分散的痛点，将复杂的 AI 绘图流程整合进一个直观易用的图形化平台。\n\n无论是希望快速上手的普通创作者、需要精细控制画面细节的设计师，还是想要深入探索模型潜力的开发者与研究人员，都能从中获益。其核心亮点在于极高的功能丰富度：不仅支持文生图、图生图、局部重绘（Inpainting）和外绘（Outpainting）等基础模式，还独创了注意力机制调整、提示词矩阵、负向提示词以及“高清修复”等高级功能。此外，它内置了 GFPGAN 和 CodeFormer 等人脸修复工具，支持多种神经网络放大算法，并允许用户通过插件系统无限扩展能力。即使是显存有限的设备，stable-diffusion-webui 也提供了相应的优化选项，让高质量的 AI 艺术创作变得触手可及。",162132,3,"2026-04-05T11:01:52",[13,14,15],"开发框架","图像","Agent","ready",{"id":18,"name":19,"github_repo":20,"description_zh":21,"stars":22,"difficulty_score":23,"last_commit_at":24,"category_tags":25,"status":16},1381,"everything-claude-code","affaan-m\u002Feverything-claude-code","everything-claude-code 是一套专为 AI 编程助手（如 Claude Code、Codex、Cursor 等）打造的高性能优化系统。它不仅仅是一组配置文件，而是一个经过长期实战打磨的完整框架，旨在解决 AI 代理在实际开发中面临的效率低下、记忆丢失、安全隐患及缺乏持续学习能力等核心痛点。\n\n通过引入技能模块化、直觉增强、记忆持久化机制以及内置的安全扫描功能，everything-claude-code 能显著提升 AI 在复杂任务中的表现，帮助开发者构建更稳定、更智能的生产级 AI 代理。其独特的“研究优先”开发理念和针对 Token 消耗的优化策略，使得模型响应更快、成本更低，同时有效防御潜在的攻击向量。\n\n这套工具特别适合软件开发者、AI 研究人员以及希望深度定制 AI 工作流的技术团队使用。无论您是在构建大型代码库，还是需要 AI 协助进行安全审计与自动化测试，everything-claude-code 都能提供强大的底层支持。作为一个曾荣获 Anthropic 黑客大奖的开源项目，它融合了多语言支持与丰富的实战钩子（hooks），让 AI 真正成长为懂上",140436,2,"2026-04-05T23:32:43",[13,15,26],"语言模型",{"id":28,"name":29,"github_repo":30,"description_zh":31,"stars":32,"difficulty_score":23,"last_commit_at":33,"category_tags":34,"status":16},2271,"ComfyUI","Comfy-Org\u002FComfyUI","ComfyUI 是一款功能强大且高度模块化的视觉 AI 引擎，专为设计和执行复杂的 Stable Diffusion 图像生成流程而打造。它摒弃了传统的代码编写模式，采用直观的节点式流程图界面，让用户通过连接不同的功能模块即可构建个性化的生成管线。\n\n这一设计巧妙解决了高级 AI 绘图工作流配置复杂、灵活性不足的痛点。用户无需具备编程背景，也能自由组合模型、调整参数并实时预览效果，轻松实现从基础文生图到多步骤高清修复等各类复杂任务。ComfyUI 拥有极佳的兼容性，不仅支持 Windows、macOS 和 Linux 全平台，还广泛适配 NVIDIA、AMD、Intel 及苹果 Silicon 等多种硬件架构，并率先支持 SDXL、Flux、SD3 等前沿模型。\n\n无论是希望深入探索算法潜力的研究人员和开发者，还是追求极致创作自由度的设计师与资深 AI 绘画爱好者，ComfyUI 都能提供强大的支持。其独特的模块化架构允许社区不断扩展新功能，使其成为当前最灵活、生态最丰富的开源扩散模型工具之一，帮助用户将创意高效转化为现实。",107662,"2026-04-03T11:11:01",[13,14,15],{"id":36,"name":37,"github_repo":38,"description_zh":39,"stars":40,"difficulty_score":23,"last_commit_at":41,"category_tags":42,"status":16},2268,"ML-For-Beginners","microsoft\u002FML-For-Beginners","ML-For-Beginners 是由微软推出的一套系统化机器学习入门课程，旨在帮助零基础用户轻松掌握经典机器学习知识。这套课程将学习路径规划为 12 周，包含 26 节精炼课程和 52 道配套测验，内容涵盖从基础概念到实际应用的完整流程，有效解决了初学者面对庞大知识体系时无从下手、缺乏结构化指导的痛点。\n\n无论是希望转型的开发者、需要补充算法背景的研究人员，还是对人工智能充满好奇的普通爱好者，都能从中受益。课程不仅提供了清晰的理论讲解，还强调动手实践，让用户在循序渐进中建立扎实的技能基础。其独特的亮点在于强大的多语言支持，通过自动化机制提供了包括简体中文在内的 50 多种语言版本，极大地降低了全球不同背景用户的学习门槛。此外，项目采用开源协作模式，社区活跃且内容持续更新，确保学习者能获取前沿且准确的技术资讯。如果你正寻找一条清晰、友好且专业的机器学习入门之路，ML-For-Beginners 将是理想的起点。",84991,"2026-04-05T10:45:23",[14,43,44,45,15,46,26,13,47],"数据工具","视频","插件","其他","音频",{"id":49,"name":50,"github_repo":51,"description_zh":52,"stars":53,"difficulty_score":10,"last_commit_at":54,"category_tags":55,"status":16},3128,"ragflow","infiniflow\u002Fragflow","RAGFlow 是一款领先的开源检索增强生成（RAG）引擎，旨在为大语言模型构建更精准、可靠的上下文层。它巧妙地将前沿的 RAG 技术与智能体（Agent）能力相结合，不仅支持从各类文档中高效提取知识，还能让模型基于这些知识进行逻辑推理和任务执行。\n\n在大模型应用中，幻觉问题和知识滞后是常见痛点。RAGFlow 通过深度解析复杂文档结构（如表格、图表及混合排版），显著提升了信息检索的准确度，从而有效减少模型“胡编乱造”的现象，确保回答既有据可依又具备时效性。其内置的智能体机制更进一步，使系统不仅能回答问题，还能自主规划步骤解决复杂问题。\n\n这款工具特别适合开发者、企业技术团队以及 AI 研究人员使用。无论是希望快速搭建私有知识库问答系统，还是致力于探索大模型在垂直领域落地的创新者，都能从中受益。RAGFlow 提供了可视化的工作流编排界面和灵活的 API 接口，既降低了非算法背景用户的上手门槛，也满足了专业开发者对系统深度定制的需求。作为基于 Apache 2.0 协议开源的项目，它正成为连接通用大模型与行业专有知识之间的重要桥梁。",77062,"2026-04-04T04:44:48",[15,14,13,26,46],{"id":57,"name":58,"github_repo":59,"description_zh":60,"stars":61,"difficulty_score":10,"last_commit_at":62,"category_tags":63,"status":16},2181,"OpenHands","OpenHands\u002FOpenHands","OpenHands 是一个专注于 AI 驱动开发的开源平台，旨在让智能体（Agent）像人类开发者一样理解、编写和调试代码。它解决了传统编程中重复性劳动多、环境配置复杂以及人机协作效率低等痛点，通过自动化流程显著提升开发速度。\n\n无论是希望提升编码效率的软件工程师、探索智能体技术的研究人员，还是需要快速原型验证的技术团队，都能从中受益。OpenHands 提供了灵活多样的使用方式：既可以通过命令行（CLI）或本地图形界面在个人电脑上轻松上手，体验类似 Devin 的流畅交互；也能利用其强大的 Python SDK 自定义智能体逻辑，甚至在云端大规模部署上千个智能体并行工作。\n\n其核心技术亮点在于模块化的软件智能体 SDK，这不仅构成了平台的引擎，还支持高度可组合的开发模式。此外，OpenHands 在 SWE-bench 基准测试中取得了 77.6% 的优异成绩，证明了其解决真实世界软件工程问题的能力。平台还具备完善的企业级功能，支持与 Slack、Jira 等工具集成，并提供细粒度的权限管理，适合从个人开发者到大型企业的各类用户场景。",70626,"2026-04-05T22:51:36",[26,15,13,45],{"id":65,"github_repo":66,"name":67,"description_en":68,"description_zh":69,"ai_summary_zh":69,"readme_en":70,"readme_zh":71,"quickstart_zh":72,"use_case_zh":73,"hero_image_url":74,"owner_login":75,"owner_name":76,"owner_avatar_url":77,"owner_bio":78,"owner_company":79,"owner_location":79,"owner_email":80,"owner_twitter":81,"owner_website":82,"owner_url":83,"languages":84,"stars":121,"forks":122,"last_commit_at":123,"license":124,"difficulty_score":10,"env_os":125,"env_gpu":126,"env_ram":127,"env_deps":128,"category_tags":142,"github_topics":143,"view_count":10,"oss_zip_url":79,"oss_zip_packed_at":79,"status":16,"created_at":161,"updated_at":162,"faqs":163,"releases":199},1169,"refly-ai\u002Frefly","refly","The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark\u002FFeishu · Skills are infrastructure, not prompts.","Refly 是一个开源的智能体技能构建平台，专注于将企业标准操作流程转化为可执行的技能。它通过“vibe workflow”方式定义技能，支持在 Claude Code、Cursor、Codex 等多种环境中运行，帮助用户快速构建和部署智能体应用。Refly 解决了传统技能依赖一次性提示、难以复用和维护的问题，提供版本化、可扩展的技能基础设施。适合开发者、研究人员以及希望提升自动化效率的团队使用。其技术亮点包括技能的可移植性、社区共享机制和对多平台的支持，让技能开发更高效、更灵活。","\n\u003Cimg width=\"2880\" height=\"1620\" alt=\"the first open-source agent skills builder\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_e2e2b875d6d6.png\" \u002F>\n\n\n# Refly — Agent Skills Builder Powered by Vibe Workflow\n\u003Cp align=\"right\">\n  \u003Ca href=\"README.md\">\u003Cu>English\u003C\u002Fu>\u003C\u002Fa> · \u003Ca href=\"README_CN.md\">\u003Cu>中文\u003C\u002Fu>\u003C\u002Fa>\n\u003C\u002Fp>\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Frefly-ai\u002Frefly?style=flat&colorA=080f12&colorB=1fa669&logo=github\" alt=\"GitHub stars\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Frefly.ai-007bff?style=flat&colorA=080f12&colorB=007bff&logo=google-chrome&logoColor=white\" alt=\"Website\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002F@refly-ai\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FYouTube-Refly%20AI-FF0000?style=flat&colorA=080f12&colorB=FF0000&logo=youtube&logoColor=white\" alt=\"YouTube\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fdiscord.com\u002Finvite\u002FYVuYFjFvRC\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fdynamic\u002Fjson?url=https%3A%2F%2Fdiscord.com%2Fapi%2Finvites%2FYVuYFjFvRC%3Fwith_counts%3Dtrue&query=%24.approximate_member_count&suffix=%20members&logo=discord&logoColor=white&label=%20&color=7389D8&labelColor=6A7EC2\" alt=\"Discord\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly-skills\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Frefly--skills-Repo-2ea043?style=flat&colorA=080f12&logo=github\" alt=\"Refly Skills\">\n  \u003C\u002Fa>\u003Cbr>\n  \u003Ca href=\"https:\u002F\u002Fdocs.refly.ai\u002F\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fdocs.refly.ai-Docs-2ea043?style=flat&colorA=080f12&logo=readthedocs\" alt=\"Docs\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fdeepwiki.com\u002Frefly-ai\u002Frefly\">\n    \u003Cimg src=\"https:\u002F\u002Fdeepwiki.com\u002Fbadge.svg\" alt=\"Ask DeepWiki\">\n  \u003C\u002Fa>\n  \u003Ca href=\"LICENSE\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Flicense-ReflyAI%20License-2ea043?style=flat&colorA=080f12\" alt=\"License\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fx.com\u002Freflyai\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F%40reflyai-black?style=flat&logo=x&labelColor=%23101419&color=%232d2e30\" alt=\"X (formerly Twitter) Follow\">\n  \u003C\u002Fa>\n\u003C\u002Fp>\n\n\n[APIs for Lovable](#use-case-1-api-integration) · [Webhooks for Lark\u002FFeishu](#use-case-2-webhook-for-lark-feishu) · [Skills for Claude Code](#use-case-3-skills-for-claude-code) · [Build Clawdbot](#use-case-4-build-clawdbot)\n\nSkills are not prompts. They are durable infrastructure.\n\nRefly is the first open-source platform for building stable, atomic, and versioned agent skills. \n\n\u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\u003Cu>Try it Now\u003C\u002Fu>\u003C\u002Fa> \n\n---\n## Refly Skills\n\nRefly Skills is the official executable skill registry for Refly.\n\n- ⚡ **Run instantly**: Execute skills in Refly with one click\n- 🧩 **Reusable infrastructure**: Versioned skills, not one-off prompts\n- 🔌 **Export anywhere**: Ship skills to Claude Code or deploy as APIs\n- 🌍 **Community-powered**: Import, fork, and publish your own skills\n\nExplore the registry: \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly-skills\">\u003Cu>Refly Skills Repo\u003C\u002Fu>\u003C\u002Fa> \n\nSkills are deterministic agent capabilities—reusable across workflows, teams, and runtimes.\n\n**TL;DR**: Refly compiles your enterprise SOPs into executable agent skills. Built in 3 minutes. Shipped anywhere.\n\n---\n## Quick Start\n\n### Deploy Refly\n\n- 📘 **[Self-Deployment Guide](https:\u002F\u002Fdocs.refly.ai\u002Fcommunity-version\u002Fself-deploy\u002F)**  \n  *(Recommended for Developers)* Step-by-step guide to deploying Refly on your own server using Docker.\n\n- 🔌 **[API Reference](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Ftree\u002Fmain\u002Fdocs\u002Fen\u002Fguide\u002Fapi)**  \n  Complete API documentation for integrating Refly into your applications.\n\n> [!TIP]\n> Want to explore instantly? Open the hosted workspace: \u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\u003Cu>Refly Workspace\u003C\u002Fu>\u003C\u002Fa> \n\n### What's Next?\n\nAfter deployment, choose your path based on your use case:\n\n| I want to... | Start here | Time |\n|-------------|-----------|------|\n| 🔧 **Build my first workflow** | [Create a Workflow](#create-your-first-workflow) | 5 mins |\n| 🔌 **Call workflows via API** | [API Integration](#use-case-1-api-integration) | 10 mins |\n| 💬 **Connect to Lark\u002FFeishu** | [Webhook Setup](#use-case-2-webhook-for-lark-feishu) | 15 mins |\n| 🤖 **Export for Claude Code** | [Export Skills](#use-case-3-skills-for-claude-code) | 15 mins |\n| 🦞  **Build a Clawdbot** | [Build Clawdbot](#use-case-4-build-clawdbot) | 20 mins |\n---\n\n\n## Why Refly?\n\nMost AI Agents fail in production because they rely on \"Vibe-coded\" scripts and fragile, black-box logic. As the ecosystem moves toward agentic frameworks like Claude Code, AutoGen, and MCP, the bottleneck is no longer the LLM—it's the lack of standardized, reliable actions.\n\nRefly bridges the gap between raw APIs and intelligent agents. We allow you to codify messy business logic into structured, version-controlled Agent skills that any agent can invoke with 100% reliability.\n\n**Stop hard-coding tools.** Build modular skills once in Refly's visual IDE and deploy them as MCP servers, standard APIs, or portable SDKs to any agent framework. \u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\u003Cu>Try it Now\u003C\u002Fu>\u003C\u002Fa> \n\n---\n\n## Core Capabilities\n\n### 🎯 Construct with Vibe (Copilot-led Builder)\n\nDescribe your business logic in natural language, and Refly's Model-Native DSL compiles your intent into a high-performance skill.\n\n- **Intent-Driven Construction**: Describe the work once; Refly turns intent into deterministic, reusable, and composable skills.\n- **Efficiency at Scale**: Streamlined DSL optimized for LLMs, ensuring fast execution and significantly lower token costs.\n- **3-Minute Deployment**: Transition from a static enterprise SOP to a production-ready agent skill in under 3 minutes.\n\n### ⚡ Execute with Control (Intervenable Runtime)\n\nBreak the \"black box\" of AI execution with a stateful runtime designed for deterministic reliability.\n\n- **Intervenable Runtime**: Pause, audit, and re-steer agent logic mid-run to ensure 100% operational compliance.\n- **Deterministic Guarantees**: Enforce strict business rules that minimize hallucinations and handle failure recovery.\n\n### 🚀 Ship to Production (Unified Agent Stack)\n\nUnify MCP integrations, tools, models, and reusable skills into a single execution layer.\n\n- **Universal Delivery**: Export as APIs for Lovable, webhooks for Slack or Lark\u002FFeishu, or native tools for Claude Code and Cursor.\n- **Stable Scheduling**: Run workflows reliably on schedule with managed execution.\n\n### 🏛️ Govern as Assets (Skill Registry)\n\nTransform fragile scripts into governed, shared infrastructure across your organization.\n\n- **Central Skill Registry**: Securely manage, version, and share agent capabilities.\n- **Team Workspace Collaboration**: Build together with native version control and audit logs.\n\n---\n\n## Ecosystem\n\nRefly is designed to be the universal bridge between your existing enterprise toolchain and the next generation of agentic runtimes.\n\n### Tooling & Protocols (Inputs)\n\nBring your own data and logic into Refly with zero friction.\n\n- **3,000+ Native Tools**: Seamlessly integrate with Stripe, Slack, Salesforce, GitHub, etc.\n\nA full list of supported model and tools providers can be found in [provider-catalog.json](.\u002Fconfig\u002Fprovider-catalog.json).\n\n\u003Cimg width=\"3840\" height=\"1254\" alt=\"part supported tools integrations in refly\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_c07fc36d4d06.png\" \u002F>\n\n\n- **MCP Support**: Full compatibility with Model Context Protocol servers\n- **Private Skill Connectors**: Connect to your databases, scripts, and internal systems\n\n### Agent Runtimes & Platforms (Outputs)\n\nExport your deterministic skills to any environment where work happens.\n\n\u003Cimg width=\"2688\" height=\"1512\" alt=\"deterministic skills can be exported to cursor, claude code and etc.\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_55c56804f305.png\" \u002F>\n\n\n\n- **AI Coding Tools**: Native export for Claude Code and Cursor (coming soon)\n- **App Builders**: Power Lovable or custom frontends via stateful APIs\n- **Automation Hubs**: Deploy as webhooks for Slack, Lark\u002FFeishu, or Microsoft Teams\n- **Agent Frameworks**: Compatible with AutoGen, Manus, LangChain, and custom Python stacks\n\n---\n## Why Teams Choose Refly\n\n### For Builders: From Vibe to Production\n\nMost agent tooling today falls into two categories:\n\n- Workflow builders (n8n, Dify): Great for orchestration, but workflows are fragile, trigger-only \"black boxes,\" and hard to reuse.\n- Agent frameworks (LangChain): Powerful primitives, but require heavy engineering, manual boilerplate, and high maintenance to keep running.\nRefly eliminates the friction of manual configuration, giving you the fastest path from a \"vibe\" to a usable agent tool. By using our Streamlined DSL, you get the speed of a GUI with the precision of code.\n\n| Dimension | Legacy Automation \u003Cbr>\u003Csub>(n8n, Dify)\u003C\u002Fsub> | Code-First SDKs \u003Cbr>\u003Csub>(LangChain)\u003C\u002Fsub> | **Refly Skills** |\n| :--- | :--- | :--- | :--- |\n| **Interaction Depth** | Trigger-only \u003Cbr>\u003Csub>Black box\u003C\u002Fsub> | Programmatic \u003Cbr>\u003Csub>Code changes\u003C\u002Fsub> | **Intervenable runtime**\u003Cbr>\u003Csub>Steer logic mid-run\u003C\u002Fsub> |\n| **Construction** | Manual API wiring & JSON | Manual Python\u002FTS boilerplate | **Copilot-led**\u003Cbr>\u003Csub>Describe intent → skills generated\u003C\u002Fsub> |\n| **Recovery** | Fail = restart from scratch | Debug → redeploy → rerun | **Hot-fix**\u003Cbr>\u003Csub>Repair workflows during execution\u003C\u002Fsub> |\n| **Portability** | Hard to reuse across environments | Framework-specific | **Export everywhere**\u003Cbr>\u003Csub>To Claude Code, Cursor, Manus\u003C\u002Fsub> |\n| **Deployment** | Limited function tools | Custom microservices | **Production Ready**\u003Cbr>\u003Csub>Stateful, validated APIs\u003C\u002Fsub> |\n### For Enterprise: Scalable Skills Governance\n\nWorkflow tools like n8n are great for basic connectivity, and frameworks like LangChain offer powerful primitives — but neither provides the governed, production-ready capability layer required for enterprise agent infrastructure.\n\nRefly acts as the Agent skills builder, providing the governance and reliability infrastructure required to deploy AI across the entire organization.\n\n| Enterprise Requirement | Legacy Tools \u003Cbr>\u003Csub>(Workflow-first)\u003C\u002Fsub> | SDKs \u003Cbr>\u003Csub>(Code-first)\u003C\u002Fsub> | **Refly (Skill OS)** |\n| :--- | :--- | :--- | :--- |\n| **Governance & Reuse** | Templates are copied and\u003Cbr>\u003Csub>reconfigured per instance\u003C\u002Fsub> | No native registry\u003Cbr>\u003Csub>for sharing logic\u003C\u002Fsub> | **Central skill registry**\u003Cbr>\u003Csub>Versioned, shareable capability assets\u003C\u002Fsub> |\n| **Operational Reliability** | Trigger-based\u003Cbr>\u003Csub>limited recovery\u003C\u002Fsub> | Custom handling required | **Stateful runtime**\u003Cbr>\u003Csub>With validation + failure recovery\u003C\u002Fsub> |\n| **SOP Enforcement** | Workflows drift\u003Cbr>\u003Csub>across copies\u003C\u002Fsub> | Depends on manual\u003Cbr>\u003Csub>engineering discipline\u003C\u002Fsub> | **SOP-grade deterministic skills**\u003Cbr>\u003Csub>With controlled execution\u003C\u002Fsub> |\n| **Deployment** | Instance-bound workflows | Code maintained manually\u003Cbr>\u003Csub>per team\u003C\u002Fsub> | **Local-first, on-prem ready**\u003Cbr>\u003Csub>Open-source infrastructure\u003C\u002Fsub> |\n| **Total Cost (TCO)** | Overhead grows with\u003Cbr>\u003Csub>workflow complexity\u003C\u002Fsub> | High engineering\u003Cbr>\u003Csub>maintenance costs\u003C\u002Fsub> | **Minimal DSL**\u003Cbr>\u003Csub>Reduces token spend\u003C\u002Fsub> |\n\n---\n## Create Your First Workflow\n\n> [!NOTE]\n> This section assumes you have completed [self-deployment](https:\u002F\u002Fdocs.refly.ai\u002Fcommunity-version\u002Fself-deploy\u002F) and can access Refly at `http:\u002F\u002Flocalhost:5700`\n\n**Step 1: Register and Log In**\n\n1. Open `http:\u002F\u002Flocalhost:5700` in your browser\n2. Register with your email and password\n3. Configure your first model provider:\n   - Click the account icon (top right) → Settings\n   - Add a provider (e.g., OpenAI, Anthropic)\n   - Add your first chat model\n   - Set it as default\n\n> 📖 Detailed setup with screenshots: [Self-Deployment Guide](https:\u002F\u002Fdocs.refly.ai\u002Fcommunity-version\u002Fself-deploy\u002F#start-using-refly)\n\n**Step 2: Create a Workflow**\n\n1. Click **\"New Workflow\"** on the home page\n2. Choose a template or start from scratch:\n   - **Blank Canvas**: Build with visual nodes\n   - **Vibe Mode**: Describe your workflow in natural language\n\n**Example - Product Research Workflow**:\n```text\n1. Add \"Web Search\" node - searches for product information\n2. Add \"LLM\" node - analyzes search results\n3. Add \"Output\" node - formats the report\n4. Connect the nodes\n5. Click \"Save\"\n```\n\n> [!TIP]\n> If you want the fastest path, start with Vibe Mode and iterate from a template.\n\n**Step 3: Test Your Workflow**\n\n1. Click \"Run\" button\n2. Enter test input (e.g., a product URL)\n3. View execution results in real-time\n4. Check logs if something fails\n\n---\n\n## Use Cases\n\n### Use Case 1: API Integration\n\n**Goal**: Call your workflow from your application via REST API\n\n**Get Your API Credentials**\n\n1. Go to Settings → API Keys\n2. Click \"Generate New Key\"\n3. Copy your API key (keep it secure!)\n\n**Make Your First API Call**\n```bash\ncurl -X POST https:\u002F\u002Fyour-refly-instance.com\u002Fapi\u002Fv1\u002Fworkflows\u002F{WORKFLOW_ID}\u002Fexecute \\\n  -H \"Authorization: Bearer YOUR_API_KEY\" \\\n  -H \"Content-Type: application\u002Fjson\" \\\n  -d '{\n    \"input\": {\n      \"product_url\": \"https:\u002F\u002Fexample.com\u002Fproduct\"\n    }\n  }'\n```\n\n**Response**:\n```json\n{\n  \"execution_id\": \"exec_abc123\",\n  \"status\": \"running\"\n}\n```\n\n**Check Execution Status**\n```bash\ncurl https:\u002F\u002Fyour-refly-instance.com\u002Fapi\u002Fv1\u002Fexecutions\u002F{execution_id} \\\n  -H \"Authorization: Bearer YOUR_API_KEY\"\n```\n\n📖 **Full API Documentation**: [API Reference](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Ftree\u002Fmain\u002Fdocs\u002Fen\u002Fguide\u002Fapi)\n\n\n\n\n### Use Case 2: Webhook for Lark (Feishu)\n\n**Goal**: Trigger your workflow when someone sends a message in Lark\n\n**Prerequisites**\n\n- A Lark workspace with admin access\n- A workflow created in Refly\n\n**Setup Steps**\n\n1. **In Refly**:\n   - Open your workflow\n   - Click \"Settings\" → \"Triggers\"\n   - Enable \"Webhook Trigger\"\n   - Copy the Webhook URL\n\n2. **In Lark\u002FFeishu**:\n   - Go to [api.feishu.com\u002Fapps](https:\u002F\u002Fopen.feishu.cn\u002Fapp)\n   - Create a \"Custom App\"\n   - Navigate to \"Event Subscriptions\"\n   - Paste the Refly Webhook URL into \"Request URL\"\n   - Click \"Add Event\" and select \"Receive Message\"\n   - Go to \"Version Management\" and publish the app\n     \n\n3. **Test**:\n   - In Feishu, find your bot in the search bar and send a message (e.g., `analyze report.pdf`)\n   - Your workflow executes and returns results via the webhook\n\n\n> ⚠️ **Note**: Detailed Lark\u002FFeishu integration guide coming soon. For now, see [API Reference](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Ftree\u002Fmain\u002Fdocs\u002Fen\u002Fguide\u002Fapi) for webhook configuration.\n\n\n### Use Case 3: Skills for Claude Code\n\n**Goal**: Publish your Refly workflows as Claude Code skills\n\n**Quick Start**\n\n1. **Install Refly CLI**\n```bash\nnpm install -g @powerformer\u002Frefly-cli\n```\n\n2. **Install a Skill**\n```bash\n# Via Refly CLI\nrefly skill install \u003Cskill-id>\n\n#Via npx\nnpx skills add refly-ai\u002F\u003Cskill-name>\n```\n\n3. **Publish a Skill**\n```bash\nrefly skill publish \u003Cskill-id>\n```\n\nThe skill is now available in Claude Code, Cursor, and MCP-powered workflows. Agent can invoke your workflow as a tool!\n\n\n📖 **Documentation**: \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly-skills\">\u003Cu>Refly Skills\u003C\u002Fu>\u003C\u002Fa> \n\n### Use Case 4: Build Clawdbot\n\n📖 **Tutorial**: \u003Ca href=\"https:\u002F\u002Fpowerformer.feishu.cn\u002Fwiki\u002FGz4swMzn0izknZki3g4coSgvnNe\">\u003Cu>Build Clawdbot Tutorial\u003C\u002Fu>\u003C\u002Fa> \n\n***\n\n## Community & Support\n\n- 🌟 **[Star us on GitHub](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly)**: It helps us keep building!\n- 💬 **[Discord](https:\u002F\u002Fdiscord.com\u002Finvite\u002FYVuYFjFvRC)**: Join our community\n- 🐦 **[Twitter](https:\u002F\u002Fx.com\u002Freflyai)**: Follow us for updates\n- 📖 **[Documentation](https:\u002F\u002Fdocs.refly.ai)**: Full guides and tutorials\n- 🐛 **[Issues](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues)**: Report bugs or request features\n\n---\n\n## Join Us\n\nJoin our community to get help, share your experience, and connect with other Refly users: \u003Ca href=\"https:\u002F\u002Fdocs.refly.ai\u002Fcommunity\u002Fcontact-us\">\u003Cu>Refly Community\u003C\u002Fu>\u003C\u002Fa>\n\n---\n\n## Contributing\n\nFor those who'd like to contribute code, see our [Contribution Guide](CONTRIBUTING.md). At the same time, please consider supporting Refly by sharing it on social media and at events and conferences.\n\n> We are looking for contributors to help translate Refly into languages other than Mandarin or English. If you are interested in helping, please see the [Contribution Guide](CONTRIBUTING.md) for more information.\n\n---\n\n## Star History\n\n[![Star History Chart](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_e68132c6eaf1.png)](https:\u002F\u002Fstar-history.com\u002F#refly-ai\u002Frefly&Date)\n\n## License\n\nThis repository is licensed under the [ReflyAI Open Source License](LICENSE), which is essentially the Apache 2.0 License with some additional restrictions.\n","\u003Cimg width=\"2880\" height=\"1620\" alt=\"首个开源智能体技能构建工具\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_e2e2b875d6d6.png\" \u002F>\n\n\n# Refly — 基于 Vibe Workflow 的智能体技能构建工具\n\u003Cp align=\"right\">\n  \u003Ca href=\"README.md\">\u003Cu>English\u003C\u002Fu>\u003C\u002Fa> · \u003Ca href=\"README_CN.md\">\u003Cu>中文\u003C\u002Fu>\u003C\u002Fa>\n\u003C\u002Fp>\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Frefly-ai\u002Frefly?style=flat&colorA=080f12&colorB=1fa669&logo=github\" alt=\"GitHub 星标\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Frefly.ai-007bff?style=flat&colorA=080f12&colorB=007bff&logo=google-chrome&logoColor=white\" alt=\"官网\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002F@refly-ai\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FYouTube-Refly%20AI-FF0000?style=flat&colorA=080f12&colorB=FF0000&logo=youtube&logoColor=white\" alt=\"YouTube\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fdiscord.com\u002Finvite\u002FYVuYFjFvRC\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fdynamic\u002Fjson?url=https%3A%2F%2Fdiscord.com%2Fapi%2Finvites%2FYVuYFjFvRC%3Fwith_counts%3Dtrue&query=%24.approximate_member_count&suffix=%20members&logo=discord&logoColor=white&label=%20&color=7389D8&labelColor=6A7EC2\" alt=\"Discord\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly-skills\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Frefly--skills-Repo-2ea043?style=flat&colorA=080f12&logo=github\" alt=\"Refly Skills\">\n  \u003C\u002Fa>\u003Cbr>\n  \u003Ca href=\"https:\u002F\u002Fdocs.refly.ai\u002F\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fdocs.refly.ai-Docs-2ea043?style=flat&colorA=080f12&logo=readthedocs\" alt=\"文档\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fdeepwiki.com\u002Frefly-ai\u002Frefly\">\n    \u003Cimg src=\"https:\u002F\u002Fdeepwiki.com\u002Fbadge.svg\" alt=\"Ask DeepWiki\">\n  \u003C\u002Fa>\n  \u003Ca href=\"LICENSE\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Flicense-ReflyAI%20License-2ea043?style=flat&colorA=080f12\" alt=\"许可证\">\n  \u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fx.com\u002Freflyai\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F%40reflyai-black?style=flat&logo=x&labelColor=%23101419&color=%232d2e30\" alt=\"X（原 Twitter）关注\">\n  \u003C\u002Fa>\n\u003C\u002Fp>\n\n\n[面向 Lovable 的 API](#use-case-1-api-integration) · [面向飞书\u002FLark 的 Webhook](#use-case-2-webhook-for-lark-feishu) · [面向 Claude Code 的技能](#use-case-3-skills-for-claude-code) · [构建 Clawdbot](#use-case-4-build-clawdbot)\n\n技能并非提示词，而是持久的基础设施。\n\nRefly 是首个用于构建稳定、原子化且可版本控制的智能体技能的开源平台。\n\n\u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\u003Cu>立即体验\u003C\u002Fu>\u003C\u002Fa>\n\n---\n## Refly Skills\n\nRefly Skills 是 Refly 官方的可执行技能注册表。\n\n- ⚡ **即时运行**：只需点击一下即可在 Refly 中执行技能\n- 🧩 **可复用的基础设施**：版本化的技能，而非一次性提示\n- 🔌 **随处导出**：将技能部署到 Claude Code 或作为 API 部署\n- 🌍 **社区驱动**：导入、分叉并发布您自己的技能\n\n探索注册表： \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly-skills\">\u003Cu>Refly Skills 仓库\u003C\u002Fu>\u003C\u002Fa>\n\n技能是确定性的智能体能力——可在不同工作流、团队和运行时中重复使用。\n\n**简而言之**：Refly 可以将您的企业 SOP 编译成可执行的智能体技能。只需 3 分钟即可完成构建，并可部署到任何地方。\n\n---\n## 快速入门\n\n### 部署 Refly\n\n- 📘 **[自部署指南](https:\u002F\u002Fdocs.refly.ai\u002Fcommunity-version\u002Fself-deploy\u002F)**  \n  *(推荐给开发者)* 使用 Docker 在您自己的服务器上部署 Refly 的分步指南。\n\n- 🔌 **[API 参考](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Ftree\u002Fmain\u002Fdocs\u002Fen\u002Fguide\u002Fapi)**  \n  将 Refly 集成到您的应用程序中的完整 API 文档。\n\n> [!TIP]\n> 想立即体验吗？打开托管的工作空间： \u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\u003Cu>Refly 工作空间\u003C\u002Fu>\u003C\u002Fa>\n\n### 接下来呢？\n\n部署完成后，根据您的使用场景选择相应的路径：\n\n| 我想... | 从这里开始 | 时间 |\n|-------------|-----------|------|\n| 🔧 **构建我的第一个工作流** | [创建第一个工作流](#create-your-first-workflow) | 5 分钟 |\n| 🔌 **通过 API 调用工作流** | [API 集成](#use-case-1-api-integration) | 10 分钟 |\n| 💬 **连接到飞书\u002FLark** | [Webhook 设置](#use-case-2-webhook-for-lark-feishu) | 15 分钟 |\n| 🤖 **导出到 Claude Code** | [导出技能](#use-case-3-skills-for-claude-code) | 15 分钟 |\n| 🦞  **构建 Clawdbot** | [构建 Clawdbot](#use-case-4-build-clawdbot) | 20 分钟 |\n---\n\n\n## 为什么选择 Refly？\n\n大多数 AI 智能体在生产环境中失败，是因为它们依赖于“Vibe 编码”的脚本以及脆弱的黑盒逻辑。随着生态系统向 Claude Code、AutoGen 和 MCP 等智能体框架发展，瓶颈不再是大语言模型，而是缺乏标准化、可靠的行动。\n\nRefly 弥合了原始 API 与智能体之间的鸿沟。我们允许您将混乱的业务逻辑编纂成结构化、可版本控制的智能体技能，任何智能体都可以以 100% 的可靠性调用这些技能。\n\n**停止硬编码工具。** 在 Refly 的可视化 IDE 中一次性构建模块化技能，并将其部署为 MCP 服务器、标准 API 或便携式 SDK，以适应任何智能体框架。 \u003Ca href=\"https:\u002F\u002Frefly.ai\u002Fworkspace\">\u003Cu>立即体验\u003C\u002Fu>\u003C\u002Fa>\n\n---\n\n## 核心能力\n\n### 🎯 使用 Vibe 构建（Copilot 引导的构建器）\n\n用自然语言描述您的业务逻辑，Refly 的模型原生 DSL 会将您的意图编译成高性能技能。\n\n- **意图驱动的构建**：只需描述一次工作内容；Refly 将意图转化为确定性、可重用且可组合的技能。\n- **规模化效率**：针对大语言模型优化的精简 DSL，确保快速执行并显著降低 token 成本。\n- **3 分钟部署**：在不到 3 分钟内，将静态的企业 SOP 转变为可用于生产的智能体技能。\n\n### ⚡ 带有控制的执行（可干预的运行时）\n\n打破 AI 执行的“黑箱”，采用专为确定性可靠性设计的有状态运行时。\n\n- **可干预的运行时**：可以在运行过程中暂停、审计并重新调整智能体逻辑，以确保 100% 的操作合规性。\n- **确定性保证**：强制执行严格的业务规则，最大限度减少幻觉并处理故障恢复。\n\n### 🚀 部署到生产环境（统一的智能体栈）\n\n将 MCP 集成、工具、模型和可重用技能统一到一个执行层中。\n\n- **通用交付**：可以导出为 Lovable 的 API、Slack 或飞书\u002FLark 的 Webhook，或直接作为原生工具用于 Claude Code 和 Cursor。\n- **稳定的调度**：通过管理式执行，可靠地按计划运行工作流。\n\n### 🏛️ 作为资产进行治理（技能注册表）\n\n将脆弱的脚本转变为在整个组织内受控、共享的基础设施。\n\n- **中央技能注册表**：安全地管理、版本化并共享智能体能力。\n- **团队协作工作区**：借助原生版本控制和审计日志，共同构建。\n\n---\n\n## 生态系统\n\nRefly 旨在成为您现有企业工具链与下一代智能体运行时之间的通用桥梁。\n\n### 工具与协议（输入）\n\n无需任何摩擦，即可将您自己的数据和逻辑引入 Refly。\n\n- **3,000+ 原生工具**：无缝集成 Stripe、Slack、Salesforce、GitHub 等。\n\n支持的模型和工具提供商的完整列表可在 [provider-catalog.json](.\u002Fconfig\u002Fprovider-catalog.json) 中找到。\n\n\u003Cimg width=\"3840\" height=\"1254\" alt=\"refly 中部分支持的工具集成\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_c07fc36d4d06.png\" \u002F>\n\n\n- **MCP 支持**：完全兼容 Model Context Protocol 服务器\n- **私有技能连接器**：连接到您的数据库、脚本和内部系统\n\n### 代理运行时与平台（输出）\n\n将您的确定性技能导出到任何工作发生的环境。\n\n\u003Cimg width=\"2688\" height=\"1512\" alt=\"确定性技能可以导出到 Cursor、Claude Code 等\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_55c56804f305.png\" \u002F>\n\n\n\n- **AI 编码工具**：原生导出至 Claude Code 和 Cursor（即将推出）\n- **应用构建工具**：通过有状态 API 驱动 Lovable 或自定义前端\n- **自动化中心**：部署为 Slack、Lark\u002FFeishu 或 Microsoft Teams 的 Webhook\n- **代理框架**：兼容 AutoGen、Manus、LangChain 以及自定义 Python 栈\n\n---\n## 为什么团队选择 Refly\n\n### 对于开发者：从灵感到生产\n\n如今大多数代理工具可分为两类：\n\n- 工作流构建工具（n8n、Dify）：非常适合编排，但工作流脆弱、仅能触发的“黑盒”，且难以复用。\n- 代理框架（LangChain）：功能强大的基础组件，但需要大量工程开发、手动样板代码，并且维护成本高。\n\nRefly 消除了手动配置的摩擦，让您从“灵感”到可用的代理工具之间拥有最快的路径。通过使用我们的简化 DSL，您可以获得 GUI 的速度和代码的精确性。\n\n| 维度 | 传统自动化 \u003Cbr>\u003Csub>(n8n、Dify)\u003C\u002Fsub> | 以代码为中心的 SDKs \u003Cbr>\u003Csub>(LangChain)\u003C\u002Fsub> | **Refly 技能** |\n| :--- | :--- | :--- | :--- |\n| **交互深度** | 仅触发 \u003Cbr>\u003Csub>黑盒\u003C\u002Fsub> | 程序化 \u003Cbr>\u003Csub>代码更改\u003C\u002Fsub> | **可干预的运行时**\u003Cbr>\u003Csub>在运行中调整逻辑\u003C\u002Fsub> |\n| **构建方式** | 手动 API 接线及 JSON | 手动 Python\u002FTS 样板代码 | **Copilot 引导**\u003Cbr>\u003Csub>描述意图 → 生成技能\u003C\u002Fsub> |\n| **恢复能力** | 失败 = 从头开始 | 调试 → 重新部署 → 重跑 | **热修复**\u003Cbr>\u003Csub>在执行过程中修复工作流\u003C\u002Fsub> |\n| **可移植性** | 难以跨环境复用 | 框架特定 | **随处导出**\u003Cbr>\u003Csub>到 Claude Code、Cursor、Manus\u003C\u002Fsub> |\n| **部署** | 功能有限的工具 | 自定义微服务 | **生产就绪**\u003Cbr>\u003Csub>有状态、经过验证的 API\u003C\u002Fsub> |\n### 对于企业：可扩展的技能治理\n\n像 n8n 这样的工作流工具非常适合基本的连接，而 LangChain 等框架则提供了强大的原语——但两者都无法提供企业级代理基础设施所需的受控、生产就绪的能力层。\n\nRefly 充当代理技能构建者，提供部署 AI 到整个组织所需的治理和可靠性基础设施。\n\n| 企业需求 | 传统工具 \u003Cbr>\u003Csub>(以工作流为主)\u003C\u002Fsub> | SDKs \u003Cbr>\u003Csub>(以代码为主)\u003C\u002Fsub> | **Refly (Skill OS)** |\n| :--- | :--- | :--- | :--- |\n| **治理与复用** | 模板被复制并\u003Cbr>\u003Csub>按实例重新配置\u003C\u002Fsub> | 无原生注册表\u003Cbr>\u003Csub>用于共享逻辑\u003C\u002Fsub> | **中央技能注册表**\u003Cbr>\u003Csub>版本化、可共享的能力资产\u003C\u002Fsub> |\n| **运行可靠性** | 基于触发器\u003Cbr>\u003Csub>恢复能力有限\u003C\u002Fsub> | 需要自定义处理 | **有状态运行时**\u003Cbr>\u003Csub>带有验证 + 故障恢复\u003C\u002Fsub> |\n| **SOP 强制执行** | 工作流在不同副本间漂移\u003Cbr>\u003Csub>across copies\u003C\u002Fsub> | 取决于人工\u003Cbr>\u003Csub>工程纪律\u003C\u002Fsub> | **SOP 级别的确定性技能**\u003Cbr>\u003Csub>具有受控执行\u003C\u002Fsub> |\n| **部署** | 与实例绑定的工作流 | 代码由各团队手动维护\u003Cbr>\u003Csub>per team\u003C\u002Fsub> | **本地优先、适合本地部署**\u003Cbr>\u003Csub>开源基础设施\u003C\u002Fsub> |\n| **总拥有成本 (TCO)** | 开销随\u003Cbr>\u003Csub>工作流复杂度增加\u003C\u002Fsub> | 高昂的工程\u003Cbr>\u003Csub>维护成本\u003C\u002Fsub> | **极简 DSL**\u003Cbr>\u003Csub>减少 token 消耗\u003C\u002Fsub> |\n\n---\n## 创建您的第一个工作流\n\n> [!NOTE]\n> 本节假定您已完成 [自助部署](https:\u002F\u002Fdocs.refly.ai\u002Fcommunity-version\u002Fself-deploy\u002F) 并可访问 `http:\u002F\u002Flocalhost:5700` 上的 Refly\n\n**步骤 1：注册并登录**\n\n1. 在浏览器中打开 `http:\u002F\u002Flocalhost:5700`\n2. 使用您的电子邮件和密码注册\n3. 配置您的第一个模型提供商：\n   - 点击右上角的账户图标 → 设置\n   - 添加提供商（例如 OpenAI、Anthropic）\n   - 添加您的第一个聊天模型\n   - 将其设置为默认\n\n> 📖 附带截图的详细设置：[自助部署指南](https:\u002F\u002Fdocs.refly.ai\u002Fcommunity-version\u002Fself-deploy\u002F#start-using-refly)\n\n**步骤 2：创建工作流**\n\n1. 在主页上点击“新建工作流”\n2. 选择模板或从头开始：\n   - **空白画布**：使用可视化节点构建\n   - **Vibe 模式**：用自然语言描述您的工作流\n\n**示例 - 产品研究工作流**：\n```text\n1. 添加“网络搜索”节点 - 搜索产品信息\n2. 添加“LLM”节点 - 分析搜索结果\n3. 添加“输出”节点 - 格式化报告\n4. 连接这些节点\n5. 点击“保存”\n```\n\n> [!TIP]\n> 如果您想要最快的路径，可以从 Vibe 模式开始，并基于模板进行迭代。\n\n**步骤 3：测试您的工作流**\n\n1. 点击“运行”按钮\n2. 输入测试数据（例如产品 URL）\n3. 实时查看执行结果\n4. 如果出现问题，请检查日志\n\n---\n\n## 使用场景\n\n### 场景 1：API 集成\n\n**目标**：通过 REST API 从您的应用程序调用您的工作流\n\n**获取您的 API 凭证**\n\n1. 前往设置 → API 密钥\n2. 点击“生成新密钥”\n3. 复制您的 API 密钥（请妥善保管！）\n\n**发出您的第一个 API 调用**\n```bash\ncurl -X POST https:\u002F\u002Fyour-refly-instance.com\u002Fapi\u002Fv1\u002Fworkflows\u002F{WORKFLOW_ID}\u002Fexecute \\\n  -H \"Authorization: Bearer YOUR_API_KEY\" \\\n  -H \"Content-Type: application\u002Fjson\" \\\n  -d '{\n    \"input\": {\n      \"product_url\": \"https:\u002F\u002Fexample.com\u002Fproduct\"\n    }\n  }'\n```\n\n**响应**：\n```json\n{\n  \"execution_id\": \"exec_abc123\",\n  \"status\": \"running\"\n}\n```\n\n**检查执行状态**\n```bash\ncurl https:\u002F\u002Fyour-refly-instance.com\u002Fapi\u002Fv1\u002Fexecutions\u002F{execution_id} \\\n  -H \"Authorization: Bearer YOUR_API_KEY\"\n```\n\n📖 **完整的 API 文档**：[API 参考](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Ftree\u002Fmain\u002Fdocs\u002Fen\u002Fguide\u002Fapi)\n\n### 用例 2：飞书 Webhook\n\n**目标**：当有人在飞书中发送消息时触发您的工作流\n\n**前提条件**\n\n- 拥有管理员权限的飞书工作空间\n- 在 Refly 中创建的工作流\n\n**设置步骤**\n\n1. **在 Refly 中**：\n   - 打开您的工作流\n   - 点击“设置”→“触发器”\n   - 启用“Webhook 触发器”\n   - 复制 Webhook URL\n\n2. **在飞书中**：\n   - 访问 [api.feishu.com\u002Fapps](https:\u002F\u002Fopen.feishu.cn\u002Fapp)\n   - 创建一个“自定义应用”\n   - 进入“事件订阅”\n   - 将 Refly 的 Webhook URL 粘贴到“请求 URL”中\n   - 点击“添加事件”，选择“接收消息”\n   - 进入“版本管理”并发布该应用\n\n3. **测试**：\n   - 在飞书中，通过搜索栏找到您的机器人并发送一条消息（例如 `analyze report.pdf`）\n   - 您的工作流将被执行，并通过 Webhook 返回结果\n\n\n> ⚠️ **注意**：详细的飞书集成指南即将推出。目前，请参阅 [API 参考文档](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Ftree\u002Fmain\u002Fdocs\u002Fen\u002Fguide\u002Fapi) 以了解 Webhook 的配置方法。\n\n\n### 用例 3：Claude Code 技能\n\n**目标**：将您的 Refly 工作流发布为 Claude Code 技能\n\n**快速入门**\n\n1. **安装 Refly CLI**\n```bash\nnpm install -g @powerformer\u002Frefly-cli\n```\n\n2. **安装技能**\n```bash\n# 通过 Refly CLI\nrefly skill install \u003Cskill-id>\n\n# 通过 npx\nnpx skills add refly-ai\u002F\u003Cskill-name>\n```\n\n3. **发布技能**\n```bash\nrefly skill publish \u003Cskill-id>\n```\n\n发布后，该技能即可在 Claude Code、Cursor 和基于 MCP 的工作流中使用。智能体可以将您的工作流作为工具调用！\n\n\n📖 **文档**：\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly-skills\">\u003Cu>Refly 技能\u003C\u002Fu>\u003C\u002Fa> \n\n### 用例 4：构建 Clawdbot\n\n📖 **教程**：\u003Ca href=\"https:\u002F\u002Fpowerformer.feishu.cn\u002Fwiki\u002FGz4swMzn0izknZki3g4coSgvnNe\">\u003Cu>构建 Clawdbot 教程\u003C\u002Fu>\u003C\u002Fa> \n\n***\n\n## 社区与支持\n\n- 🌟 **[在 GitHub 上给 Refly 加星](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly)**：这有助于我们持续开发！\n- 💬 **[Discord](https:\u002F\u002Fdiscord.com\u002Finvite\u002FYVuYFjFvRC)**：加入我们的社区\n- 🐦 **[Twitter](https:\u002F\u002Fx.com\u002Freflyai)**：关注我们获取最新动态\n- 📖 **[文档](https:\u002F\u002Fdocs.refly.ai)**：完整的指南和教程\n- 🐛 **[问题](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues)**：报告 bug 或提出功能需求\n\n---\n\n## 加入我们\n\n加入我们的社区，获取帮助、分享经验并与其他 Refly 用户交流： \u003Ca href=\"https:\u002F\u002Fdocs.refly.ai\u002Fcommunity\u002Fcontact-us\">\u003Cu>Refly 社区\u003C\u002Fu>\u003C\u002Fa>\n\n---\n\n## 贡献\n\n如果您希望贡献代码，请参阅我们的 [贡献指南](CONTRIBUTING.md)。同时，也欢迎您通过社交媒体以及各类活动和会议来推广 Refly。\n\n> 我们正在寻找志愿者，帮助将 Refly 翻译成除中文和英文之外的其他语言。如果您有兴趣参与，请查看 [贡献指南](CONTRIBUTING.md)，了解更多详情。\n\n---\n\n## 星标历史\n\n[![星标历史图表](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_readme_e68132c6eaf1.png)](https:\u002F\u002Fstar-history.com\u002F#refly-ai\u002Frefly&Date)\n\n## 许可证\n\n本仓库采用 [ReflyAI 开源许可证](LICENSE) 授权，该许可证本质上是 Apache 2.0 许可证，并附加了一些限制条款。","# Refly 快速上手指南\n\n## 环境准备\n\n### 系统要求\n- 操作系统：Linux \u002F macOS \u002F Windows (需支持 Docker)\n- 内存：至少 4GB RAM\n- 存储：至少 10GB 可用空间\n\n### 前置依赖\n- [Docker](https:\u002F\u002Fwww.docker.com\u002F)（用于本地部署）\n- [Docker Compose](https:\u002F\u002Fdocs.docker.com\u002Fcompose\u002F)（用于容器编排）\n\n> 📌 推荐使用国内镜像加速 Docker 拉取，例如：\n```bash\nexport DOCKER_REGISTRY=https:\u002F\u002Fhub-mirror.c.163.com\n```\n\n---\n\n## 安装步骤\n\n### 自托管部署（推荐开发者使用）\n\n1. 克隆项目到本地\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly.git\ncd refly\n```\n\n2. 启动服务\n```bash\ndocker-compose up -d\n```\n\n3. 访问 Refly 工作台\n打开浏览器访问 `http:\u002F\u002Flocalhost:5700` 并注册账号。\n\n---\n\n## 基本使用\n\n### 创建第一个工作流\n\n1. 登录后点击 **\"New Workflow\"** 创建新流程\n2. 选择模板或从零开始\n3. 在可视化编辑器中配置逻辑\n4. 保存并运行工作流\n\n### 调用 API（示例）\n\n```bash\ncurl -X POST \"http:\u002F\u002Flocalhost:5700\u002Fapi\u002Fworkflow\u002Frun\" \\\n     -H \"Content-Type: application\u002Fjson\" \\\n     -d '{\n           \"workflow_id\": \"your_workflow_id\",\n           \"input\": {\"key\": \"value\"}\n         }'\n```\n\n### 连接 Lark\u002FFeishu（Webhook）\n\n1. 在 Refly 中创建 Webhook 服务\n2. 配置 Lark\u002FFeishu 的回调地址\n3. 测试消息触发工作流执行\n\n> 📚 更多用法请参考官方文档：[Refly 文档](https:\u002F\u002Fdocs.refly.ai\u002F)","某科技公司的开发团队正在为一个智能客服系统开发多个自动化处理流程，包括邮件分类、工单分配和用户反馈分析。这些流程需要与多种AI模型和平台集成，如Claude Code、Cursor和Codex。\n\n### 没有 refly 时  \n- 开发人员需要手动编写和维护大量独立的提示词（prompts），导致重复劳动和版本混乱  \n- 不同团队之间的技能无法共享，每次新需求都需要重新开发  \n- 部署到不同平台时需要适配多种接口，增加了开发和调试成本  \n- 缺乏统一的技能管理机制，难以追踪和更新已有的功能模块  \n\n### 使用 refly 后  \n- 通过定义“vibe workflow”快速构建可复用的技能，减少重复开发工作  \n- 技能以版本化形式存储，方便团队协作和知识传承  \n- 支持一键部署到 Claude Code、Cursor 和 Codex 等平台，提升部署效率  \n- 提供统一的技能管理界面，便于维护和迭代已有功能  \n\nrefly 将复杂的AI流程转化为稳定、可复用的技能，显著提升了开发效率和系统可维护性。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Frefly-ai_refly_e2e2b875.png","refly-ai","Refly AI","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002Frefly-ai_eb676aee.png","The Open-Source Agentic Workspace",null,"support@refly.ai","reflyai","https:\u002F\u002Frefly.ai","https:\u002F\u002Fgithub.com\u002Frefly-ai",[85,89,93,97,101,104,107,111,115,118],{"name":86,"color":87,"percentage":88},"TypeScript","#3178c6",95.6,{"name":90,"color":91,"percentage":92},"JavaScript","#f1e05a",1.7,{"name":94,"color":95,"percentage":96},"SCSS","#c6538c",1.3,{"name":98,"color":99,"percentage":100},"CSS","#663399",0.4,{"name":102,"color":103,"percentage":100},"Python","#3572A5",{"name":105,"color":106,"percentage":100},"Shell","#89e051",{"name":108,"color":109,"percentage":110},"HTML","#e34c26",0.1,{"name":112,"color":113,"percentage":114},"Dockerfile","#384d54",0,{"name":116,"color":117,"percentage":114},"Slim","#2b2b2b",{"name":119,"color":120,"percentage":114},"Go Template","#00ADD8",7177,710,"2026-04-05T10:16:56","NOASSERTION","Linux, macOS, Windows","需要 NVIDIA GPU，显存 8GB+，CUDA 11.7+","16GB+",{"notes":129,"python":130,"dependencies":131},"建议使用 conda 管理环境，首次运行需下载约 5GB 模型文件","3.8+",[132,133,134,135,136,137,138,139,140,141],"torch>=2.0","transformers>=4.30","accelerate","fastapi","uvicorn","pydantic","sqlalchemy","docker","gitpython","requests",[15],[144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160],"agent","agent-skills","automation","claude","clawdbot","codex","cursor","lark-bot","lovable","n8n-alternative","skills","skills-builder","slack","slack-bot","vibe-coding","vibe-workflow","workflow","2026-03-27T02:49:30.150509","2026-04-06T09:44:29.291405",[164,169,174,179,184,189,194],{"id":165,"question_zh":166,"answer_zh":167,"source_url":168},5301,"本地部署 Refly 后无法登录，提示 'Cannot connect to the Refly server' 怎么办？","请检查是否设置了 `REFLY_COOKIE_DOMAIN=localhost` 环境变量，并确保 Nginx 配置正确。如果使用 Docker，可以尝试执行 `docker exec -it refly_web \u002Fbin\u002Fsh -c \"nginx -s reload\"` 重新加载配置。","https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues\u002F477",{"id":170,"question_zh":171,"answer_zh":172,"source_url":173},5302,"本地 Docker 部署后无法登录，页面无法跳转到主页，怎么回事？","请确认是否设置了 `REFLY_COOKIE_DOMAIN=localhost`，并尝试在浏览器中清除 Cookie。某些浏览器（如 Safari）可能需要额外配置。","https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues\u002F421",{"id":175,"question_zh":176,"answer_zh":177,"source_url":178},5303,"MCP 页面打不开，点击后黑屏，怎么解决？","此问题已在最新 Docker 镜像中修复。如果仍然存在问题，请检查资源加载情况，查看是否有 404 错误的请求。","https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues\u002F930",{"id":180,"question_zh":181,"answer_zh":182,"source_url":183},5304,"Docker 部署后无法正常登录，如何解决？","请尝试修改 Nginx 配置文件，将 API 地址从域名改为 IP 地址，例如：`http:\u002F\u002Fapi:5800\u002F` 改为 `http:\u002F\u002F172.18.0.8:5800\u002F`，然后执行 `docker exec -it refly_web \u002Fbin\u002Fsh -c \"nginx -s reload\"` 重启 Nginx。","https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues\u002F642",{"id":185,"question_zh":186,"answer_zh":187,"source_url":188},5305,"出现 'NotFoundError: No SubscriptionPlan found' 错误怎么办？","请将 Docker Compose 文件中的 `latest` 替换为 `nightly` 版本。或者通过数据库插入数据：`INSERT INTO \"refly\".\"subscription_plans\" (\"plan_type\", \"lookup_key\", ...) VALUES ('free', '', 0, -1, ...);`。","https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues\u002F614",{"id":190,"question_zh":191,"answer_zh":192,"source_url":193},5306,"无法更改或使用嵌入模型，提示 '模型记忆失败' 怎么办？","可以通过 SQL 查询并更新 `refly.provider_items` 表中的 `config` 字段来修改嵌入模型配置。后续版本会改进该功能。","https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues\u002F938",{"id":195,"question_zh":196,"answer_zh":197,"source_url":198},5307,"Docker 部署时出现 'Cannot find module '\u002Fapp\u002Fapps\u002Fapi\u002Fdist\u002Fserver\u002Fmain.js'' 错误怎么办？","请将 `docker-compose.yml` 中 `api` 服务的 `command` 修改为 `sh -c \"node scripts\u002Fsync-db-schema.js && node main.js\"`，并等待官方发布新版本。","https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fissues\u002F854",[200,205,210,215,220,225,230,235,240,245,250,255,260],{"id":201,"version":202,"summary_zh":203,"released_at":204},114503,"v0.7.1","# v0.7.1 Release Notes\r\n\r\n## 🌈 Highlights\r\n\r\nThis update proudly introduces the MCP Store, allowing you to easily connect to five major platforms like GitHub and Zapier just by configuring their API Keys. What's even better, Skill Invocations now support background execution, so your tasks can continue running even after you close the browser. Additionally, this version includes multiple bug fixes and optimizations for improved system stability and user experience.\r\n\r\n## 🌟 New Features\r\n\r\n- ⚙️ **Introducing the MCP Store for quick addition of MCP Servers.**\r\n  - Initially launching with 5 MCP Servers: GitHub, Firecrawl, DeepWiki, Gitee, and Zapier.\r\n  - Simply configure the API Key for the respective platform to connect and start using it.\r\n- **Background execution for Skill Invocations.**\r\n  - You can now close your browser, and the skill invocation will continue to run in the background. You can return to check the results at any time.\r\n\r\n## 🛠️ System Optimizations & Bug Fixes\r\n\r\n🚀 **Performance & Stability Improvements**\r\n\r\n- Fixed an issue where hyperlinks were not clickable in shared code components.\r\n- Fixed an error that occurred when copying code components in certain scenarios.\r\n- Fixed an incorrect count display for selected MCPs.\r\n- Fixed occasional editor crashes.\r\n\r\n🌟 **User Experience Improvements**\r\n\r\n- Improved the error message display for failed Skill Invocations.\r\n- Optimized Markdown styling in dark mode.","2025-06-25T07:04:00",{"id":206,"version":207,"summary_zh":208,"released_at":209},114498,"v1.1.0","# 🚀 Refly 1.1.0 Release Notes\r\n\r\nA powerful update focused on developer productivity, workflow transparency, and advanced governance for agentic infrastructure.\r\n\r\nRefly is evolving from a creative engine into the first open-source platform for building stable, atomic, and versioned agent skills. With v1.1.0, we're bringing the power of natural language to your terminal and giving you unprecedented control over how your workflows execute and scale.\r\n\r\n## ✨ What's New\r\n\r\n### 💻 CLI Evolution: Skills at Your Fingertips\r\nManage your entire agent infrastructure from the command line using natural language. Create, run, and share skills without leaving your terminal.\r\n\r\n### 🔍 Enhanced Workflow Visibility\r\nStop guessing what's happening inside your agents. With real-time execution logs and instant resource previews, your workflow's \"black box\" is now a glass box.\r\n\r\n### ⚙️ Advanced Governance & Operations\r\nFrom custom credit expiration to multi-model routing for scheduled tasks, Refly now provides the enterprise-grade controls needed for production-ready agent skills.\r\n\r\n## 🚀 New Features\r\n\r\n### 💻 CLI Tools: The Developer's Powerhouse\r\nThe Refly CLI has been completely reimagined to be your primary interface for skill development:\r\n\r\n- **Natural Language Skill Management**: Create, run, export, and share Skills using simple natural language commands.\r\n- **File Upload Support**: Seamlessly integrate local files into your remote workflows directly from the CLI.\r\n- **Complex Variable Handling**: Support for passing structured data and complex parameters into your workflows with 100% reliability.\r\n\r\n### 🔍 Workflow & Execution Control\r\nWe've added several features to make building and debugging workflows faster and more intuitive:\r\n\r\n- **Instant Resource Preview**: Preview text documents and code files directly within the workflow output panel.\r\n- **Detailed Running Logs**: Track every step of your task execution with real-time logs to pinpoint exactly where things happen.\r\n- **Granular Node Control**: Run individual nodes independently for rapid testing and debugging without re-running the entire workflow.\r\n- **Workflow Management**: Easily rename workflows and query specific node details to keep your workspace organized.\r\n\r\n### 🌐 Ecosystem & Operations\r\nRefly continues to expand its reach and reliability:\r\n\r\n- **ByteDance Image Generation**: New native tool support for high-quality image generation.\r\n- **Flexible Scheduling**: Scheduled tasks now support hourly intervals for more frequent automations.\r\n- **Multi-Model Routing**: Implement random or weighted routing across multiple models for scheduled tasks to optimize for cost or performance.\r\n- **Optimized Tool Authorization**: A streamlined flow for checking and authorizing tools, making integration smoother than ever.\r\n\r\n## 🛠 Performance & Bug Fixes\r\n\r\n### Fixed Issues\r\n\r\n- ✅ Fixed progress display inaccuracies (now correctly showing 100%) and expanded query limits to ensure transparent and reliable task tracking.\r\n- ✅ Resolved file conversion failures across documents and emails, and fixed intermittent email delivery bugs.\r\n- ✅ Refined the agent's citation mechanism to provide more accurate and stable result references.\r\n\r\n## 🌟 User Experience Improvements\r\n\r\n- More powerful and intuitive CLI-driven development flow.\r\n- Greater transparency into workflow execution and artifact generation.\r\n- More flexible and governed scheduling for automated tasks.\r\n- Enhanced performance for large-scale file operations.\r\n\r\n\r\n\r\n## 🧭 Get Started\r\n\r\n- 🌐 **Website**: [refly.ai](https:\u002F\u002Frefly.ai)\r\n- 💰 **Plans & Pricing**: [refly.ai\u002Fpricing](https:\u002F\u002Frefly.ai\u002Fpricing)\r\n- ⚙️ **GitHub**: [github.com\u002Frefly-ai\u002Frefly](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly)\r\n- 📩 **Business & Support**: support@refly.ai\r\n\r\n---\r\n\r\nRefly 1.1.0 bridges the gap between raw APIs and intelligent agents, turning \"vibe-coded\" scripts into durable, versioned infrastructure.\r\n\r\nWe're building the future of agentic work, one skill at a time.\r\n","2026-02-02T08:24:26",{"id":211,"version":212,"summary_zh":213,"released_at":214},114499,"v0.10.0","# 🚀 Refly 0.10.0 Release Notes\r\n\r\nA milestone update focused on seamless creativity, intelligent workflows, and uninterrupted creation.\r\n\r\nEver had that moment when your perfect AI-generated image vanished into the canvas abyss? Or spent ages hunting for that reference material you know you uploaded somewhere? Or watched your Agent get stuck mid-workflow despite your detailed instructions?\r\n\r\nWe get it. True creation should be fluid, connected, and never interrupted. Today, we're solving all of that with Refly v0.10.0.\r\n\r\n## ✨ What's New\r\n\r\n### 💠 Resource Hub: Your Creative Command Center\r\nThink of it as a super-powered asset manager for your creative workspace.\r\n\r\n### 🤖 Next-Gen Agent: Smarter, Smoother, More Reliable\r\nIntelligent task breakdown, real-time information retrieval, and seamless execution.\r\n\r\n### 🧠 Deepseek-V3.1: Free Unlimited Access (Limited Time!)\r\nHybrid reasoning architecture with enhanced efficiency and powerful Agent capabilities.\r\n\r\n## 🚀 New Features\r\n\r\n### 💠 Resource Hub: Your Creative Command Center\r\nThe new Resource Hub is like having a brilliant assistant managing your entire creative workspace:\r\n\r\n- **Unified Asset Management**: All your generated images, videos, documents, and uploaded references in one organized panel\r\n- **Smart Categorization**: Instantly find what you need with intelligent type-based organization\r\n- **Step-by-Step Tracking**: Complete workflow history for easy backtracking and optimization\r\n- **AI Context Integration**: Soon, these resources will feed directly into your Agent's context for seamless cross-modal creation\r\n\r\n### 🤖 Next-Gen Agent: Three Revolutionary Upgrades\r\n\r\n#### 🧠 Intelligent Task Breakdown\r\n- Automatically splits complex requests into executable steps\r\n- Dynamically adjusts execution plans based on review feedback\r\n\r\n#### 🔍 Real-Time Information Retrieval\r\n- Proactively searches for the latest information when uncertain\r\n- Stay current with real-time data instead of outdated references\r\n\r\n#### ⚡ Uninterrupted Task Execution\r\n- Seamlessly handles long, multi-step workflows\r\n- Maintains context throughout the entire process\r\n- Never loses track from concept to final output\r\n\r\n### 🧠 Deepseek-V3.1 Model Upgrade\r\n\r\nDeepseek-V3.1 is now live on Refly with two weeks of free unlimited access!\r\n\r\n#### Key Features\r\n- **Hybrid Reasoning Architecture**: One model, two modes - detailed explanations or concise answers\r\n- **Enhanced Efficiency**: 20-50% less output while maintaining the same performance\r\n- **Superior Agent Capabilities**: Significantly improved tool usage and intelligent task handling\r\n- **Extended Context**: Text processing capacity increased from 64k to 128k tokens\r\n- **Optimized Multilingual Support**: Enhanced processing for over 100 languages\r\n\r\n## 🛠 Performance & Bug Fixes\r\n\r\n### Fixed Issues\r\n- ✅ Resolved asset loss during creative workflows\r\n- ✅ Fixed Agent task execution interruptions\r\n- ✅ Improved resource discovery and organization\r\n- ✅ Enhanced long-chain task completion reliability\r\n\r\n## 🌟 User Experience Improvements\r\n\r\n- Smoother, more connected creative workflows\r\n- Intuitive and accessible resource management\r\n- More intelligent and efficient Agent interactions\r\n- Significantly enhanced model performance\r\n\r\n## 🧭 Get Started\r\n\r\n- 🌐 **Website**: [refly.ai](https:\u002F\u002Frefly.ai)\r\n- 💰 **Plans & Pricing**: [refly.ai\u002Fpricing](https:\u002F\u002Frefly.ai\u002Fpricing)\r\n- ⚙️ **GitHub**: [github.com\u002Frefly-ai\u002Frefly](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly)\r\n- 📩 **Business & Support**: support@refly.ai\r\n\r\n---\r\n\r\nRefly 0.10.0 isn't just another version update —\r\nit's a complete reimagining of the creative experience, making creation more fluid, intelligent, and efficient than ever before.\r\n\r\nWe can't wait for you to experience this new world of creation.\r\n\r\nAs always, we're building Refly for creators like you.","2025-08-27T07:45:58",{"id":216,"version":217,"summary_zh":218,"released_at":219},114500,"v0.9.1","## What's Changed\r\n\r\n* style: refine layout and text truncation in chat mode selector and us… by @CH1111 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1195\r\n* fix: various product experience issues by @pftom in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1194\r\n* chore: add canvas related telemetry functions by @Siri-Ray in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1193\r\n* refactor: simplify ChatModeSelector usage and optimize selectedMcpSer… by @CH1111 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1197\r\n* fix: can not send message by click send button by @CH1111 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1198\r\n* Fix\u002Fmedia generation: refactor streamline audio and image generation processes by @Siri-Ray in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1201\r\n* feat(errors): add handling for model usage quota exceeded errors by @anthhub in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1200\r\n* fix: node-related experience issues by @CH1111 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1202\r\n* fix: canvas sync issues by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1205\r\n* Update link for self deploy guide in README.md by @lxjustdoit in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1203\r\n* docs: update self deploy guide link in README_CN.md by @lxjustdoit in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1204\r\n* fix(canvas): invalid hook call in ChatActions component by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1208\r\n* feat: memo UX redesign by @CH1111 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1211\r\n* fix: type check errors for web project by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1210\r\n* feat(audio): add multilingual TTS model support in FalAudioGenerator by @Siri-Ray in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1212\r\n* hotfix: chat panel hook error by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1214\r\n* fix: update query options to use undefined instead of empty array by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1215\r\n* doc:added required credits for 7 new models in refly-doc. by @qiongyu1999 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1216\r\n* fix: credit recharge process with distributed locking and improved checks by @Siri-Ray in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1218\r\n* feat: support azure provider by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1220\r\n* fix(web): unable to refetch due to misconfigured dependency in react query by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1222\r\n* docs: added credit information for GPT-5 and GPT-o3 in the documentat… by @qiongyu1999 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1223\r\n* doc：added GPT-5, o3, and OSS to the description of models available to early-bird users in the doc. by @qiongyu1999 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1224\r\n* feat: support bedrock provider and upgrade langchain dependencies by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1225\r\n* fix(api): build errors of BaseSkill and increase Node.js memory limit for api build by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1226\r\n* fix(api): use gpt-tokenizer over wasm tiktoken for stable token estimation by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1228\r\n* fix: model selector display issues by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1229\r\n* docs: In the docs' points documentation, replace \"Claude 3.7 Sonnet T… by @qiongyu1999 in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1227\r\n* fix: online warnings and error log issues by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1232\r\n* fix(api): incorrect usage of userAgentComponentsCache by @mrcfps in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1233\r\n\r\n## New Contributors\r\n* @lxjustdoit made their first contribution in https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F1203\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fcompare\u002Fv0.9.0...v0.9.1","2025-08-14T05:04:31",{"id":221,"version":222,"summary_zh":223,"released_at":224},114501,"v0.9.0","# 🚀 Refly 0.9.0 Release Note\r\n\r\nA milestone update focused on creative freedom, clarity, and control.\r\n\r\nWe're excited to officially release Refly 0.9.0 — a major upgrade that redefines the way you interact with AI models.\r\n\r\n## 🌈 Highlights\r\n\r\n- 🧮 **Credit-Based Usage**: Model usage is now powered by a flexible credit system — no need to configure API keys.\r\n- 🎨 **Redesigned Interface**: From homepage to canvas, every touchpoint is clearer, faster, and more focused.\r\n- 🎥 **Multimodal Access**: Use text, image, audio, and video generation seamlessly — all in one workflow.\r\n\r\n## 🌟 New Features\r\n\r\n### 🧮 Credit System (Cloud version)\r\nRefly now unifies model usage under a credit-based billing system. All models consume credits transparently:\r\n\r\n- All model types (text\u002Fimage\u002Faudio\u002Fvideo) are billed by credit\r\n- No more manual API key setup\r\n- Legacy users automatically receive monthly credits\r\n- Early unlimited members retain free access to major models (Kimi, GPT-4.1, Gemini Pro)\r\n\r\n### 🎛 New Interface: Familiar Layout, Reimagined Experience\r\n- Homepage now features centralized task entry, model selection, and community templates\r\n- Canvas nodes are smoother, smarter, and more responsive\r\n- Sidebars, preview panels, and settings now share a unified visual language\r\n- Dark\u002Flight theme toggle supported for long-session comfort\r\n\r\n### ⚙️ Dual Model Configuration Modes\r\n- **Global Mode**: Automatically loads recommended models — zero configuration required\r\n- **Custom Mode**: Allows full control over model groups and custom providers, preserving past setups\r\n\r\n## 🛠 Performance & Bug Fixes\r\n\r\n### Fixed Issues\r\n- ✅ Fixed: Task timeout misjudgment for long-running model calls\r\n- ✅ Fixed: Code generation node stuck in \"processing\" after completion\r\n- ✅ Fixed: Inactive tasks not correctly marked as failed\r\n- ✅ Fixed: Default media models failing to load in Agent mode\r\n- ✅ Fixed: Avatar setup not initializing correctly\r\n- ✅ Fixed: Duplicate provider install prompts & occasional install failures\r\n\r\n## 🌟 UX Improvements\r\n\r\n- Code blocks in AI responses now support folding\u002Funfolding\r\n- Improved document typography: better spacing, font clarity, and layout width for reading\r\n\r\n## 🧭 Quick Start\r\n\r\n- 🌐 **Website**: [https:\u002F\u002Frefly.ai](https:\u002F\u002Frefly.ai)\r\n- 💰 **Plans & Pricing**: [https:\u002F\u002Frefly.ai\u002Fpricing](https:\u002F\u002Frefly.ai\u002Fpricing)\r\n- ⚙️ **GitHub**: [https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly)\r\n- 📩 **Business & Support**: support@refly.ai\r\n\r\n---\r\n\r\nRefly 0.9.0 isn't just a version update —\r\nit's a reset on how AI tools should support creative work.\r\n\r\nWe're excited for you to try it.\r\n\r\nAs always, we're building Refly for creators like you.","2025-08-01T05:15:51",{"id":226,"version":227,"summary_zh":228,"released_at":229},114502,"v0.8.0","# v0.8.0 Release Notes\r\n\r\n## 🌈 Highlights\r\n\r\nRefly v0.8.0 marks a major upgrade in both perception capabilities and workflow completeness:\r\n\r\n- Launch of the brand new Multimodal Engine — enabling seamless generation of images, videos, music, and voice\r\n- Agents now support full background execution, so your tasks can continue even if you close the browser\r\n- Introduction of a unified Model Supplier Store for managing 20+ AI model providers with one-click connectivity\r\n- Major improvements to canvas sync, performance, and user experience throughout the system\r\n\r\n## 🌟 New Features\r\n\r\n- 🎥 **Multimodal Generation Fully Supported (Image \u002F Video \u002F Audio)**\r\n  - Generate 🖼️ images, 🎬 videos, 🎧 music, and 🔊 voice directly within your workflow\r\n  - Visual\u002Faudio results can be previewed live in the canvas and written to context for downstream use\r\n  - Integrated with lyria-2 for dynamic BGM generation\r\n  - Integrated with chatterbox for lifelike multilingual voice synthesis\r\n- 🔁 **End-to-End Multimodal Flow Orchestration**\r\n  - All generated media can be passed as structured variables to downstream nodes\r\n  - Seamless integration with OCR, transcription, summarization, and rewriting nodes\r\n  - Build a complete loop from one-line prompt to polished multimodal content\r\n- 🤖 **Agent Background Execution**\r\n  - Agents now support full background task execution\r\n  - You can safely close your browser — your skills will continue running on the server\r\n  - Revisit Refly any time to check results or outputs\r\n- ⚙️ **New: Model Supplier Store**\r\n  - A new unified panel to manage and configure 20+ model providers\r\n  - Currently supports Replicate, OpenRouter, HuggingFace, and more\r\n  - One-click connectivity testing for each provider after setup\r\n\r\n## 🛠️ System Optimizations & Bug Fixes\r\n\r\n🚀 **Performance & Stability Improvements**\r\n\r\n- Rebuilt canvas sync logic to significantly reduce node disappearance or connection issues\r\n- Fixed duplicate links in long-running AI conversations\r\n- Corrected MCP selection count and visibility bugs\r\n\r\n🌟 **User Experience Enhancements**\r\n\r\n- Auto-naming support for generated code widgets when using skill creation\r\n- Answer nodes now only display their current output — not full historical conversations\r\n\r\n---\r\n\r\nLet your workflows not only think — but also see, speak, and perform.\r\n\r\nRefly v0.8.0 brings multimodal intelligence into every step of creation.\r\n\r\nLet your ideas move. 🧠🎥🎶","2025-07-18T09:20:35",{"id":231,"version":232,"summary_zh":233,"released_at":234},114504,"v0.7.0","# v0.7.0 Release Notes\r\n\r\n## 🚀 Summary\r\n\r\nWe're thrilled to announce the official release of Refly v0.7.0, marking an exciting new chapter for our platform! 🎉\r\n\r\nWe are proud to launch the world's first open-source \"Vibe Workflow\" platform. You can now build and execute complex workflows simply by giving instructions in natural language, seamlessly taking you from initial concept to final delivery. Vibe Workflow integrates powerful AI Agents, configurable MCP servers, and a highly flexible free-form canvas with context selection. This unlocks a new paradigm in AI-driven automated creation, empowering you to explore infinite possibilities!\r\n\r\n## 🌟 New Features\r\n\r\n- 🤖 New Agent Mode (Beta)\r\n    - **Intelligent Task Decomposition**: Automatically breaks down complex tasks into a series of executable sub-tasks.\r\n    - **Automated Task Execution**: Executes sub-tasks by sequentially calling Refly's built-in skills or external tools via MCP, such as using a search engine, accessing a knowledge base, processing text, or generating code.\r\n    - **Dynamic Evaluation & Re-planning**: Intelligently evaluates progress based on the results of each sub-task. If an obstacle is met or a better path is found, it dynamically adjusts the plan to ensure the final goal is reached.\r\n    - **End-to-End Automation**: Delivers maximum automation, freeing you from tedious manual execution.\r\n- ⚙️ MCP Server Configuration\r\n    - **Custom MCP Server Support**: You can now configure third-party MCP servers compatible with SSE and Streamable protocols, significantly enhancing Refly's extensibility and versatility.\r\n    - **Smart & Manual MCP Selection**: Manually specify which MCP to use in a conversation, or let the AI automatically select and invoke the most appropriate tool based on the context, offering both flexibility and intelligence.\r\n\r\n## 🛠️ Improvements & Fixes\r\n\r\n🚀 Performance & Stability\r\n\r\n- Optimized the local caching mechanism to resolve crashes caused by cache overflow.\r\n- Fixed an issue where the menu would unexpectedly close when switching skills.\r\n- Fixed a bug where the default chat model setting would not take effect in some scenarios.\r\n\r\n🌟 User Experience\r\n\r\n- Overhauled Dark Mode for a more comfortable and consistent visual experience.\r\n- Improved the layout and organization of the canvas node menu to make common actions more accessible.\r\n- Reduced the frequent triggering of the full-screen loading indicator for a smoother experience.\r\n- Improved the interaction design of the action buttons that appear below AI responses.","2025-06-18T06:11:57",{"id":236,"version":237,"summary_zh":238,"released_at":239},114505,"v0.6.0","# v0.6.0 Release Notes\r\n\r\n## 🚀 Summary\r\n\r\n**Refly Major Update: Added custom model configuration, one-click cloud deployment, redesigned homepage, presentation functionality, batch image processing and document export features, while optimizing performance and user experience to create a more efficient and stable AI-native creation platform!**\r\n\r\n## 🌟 New Features\r\n\r\n- **🔑 Custom Model & Provider Configuration (BYOK)**\r\n    - 💰 Use Refly completely free: Connect your own API Key with no subscription quota consumption\r\n    - 🛠️ Comprehensive customization support: \r\n        - 🤖 Support for custom providers for conversation models, embedding models, web search, and resource parsing\r\n        - 📋 Conversation models support custom lists and grouping (e.g., specialized models for coding, writing)\r\n        - ⚙️ Fine-grained parameter adjustments for embedding and reranking models\r\n\r\n![image](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F24c742b2-fae3-4441-a381-742ab79b0a27)\r\n![image](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F0d5dafba-9fde-4292-8121-60315a8ee884)\r\n\r\n- **🚢 One-Click Cloud Deployment**\r\n    - 💻 Zero-cost deployment: Support for instant deployment on Gitpod, Zeablur, and Sealos platforms\r\n    - ⚡ Ready to use: Quick access to all Refly canvas capabilities without complex configuration\r\n- **🏠 Redesigned Homepage Experience**\r\n    - 🔍 Smart quick access: Support for direct questions on the homepage with one-click canvas creation\r\n    - 📚 Scenario-based template library: Rich quick-start prompts for common scenarios and curated community templates\r\n- **📊 Presentation Functionality**\r\n    - 🧩 Flexible content organization: Add any canvas node to presentations and arrange as needed\r\n    - 🎭 Professional presentation mode: Support for full-screen presentations\r\n    - 🔗 Easy sharing: One-click generation of public sharing links for team collaboration\r\n\r\n![image](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fb9480176-8fb0-4d28-a0fe-634509e59f2c)\r\n\r\n- **📸 Enhanced Image Processing**\r\n    - 📤 Batch uploads: Support for copying, dragging, or clicking to upload multiple images simultaneously\r\n    - 📥 Multiple addition methods: \r\n        - 📁 Direct upload from the resource panel to add to canvas\r\n        - 🖱️ Drag multiple images to canvas for automatic upload\r\n        - 📋 Copy multiple images and paste directly to canvas\r\n    - 🧑‍🎨 Support for image generation skills (currently requires your own API Key configuration)\r\n- **📄 Document Export Functionality**\r\n    - 📑 Multiple format support: Export content to both docx and pdf formats\r\n    - 🎨 Format preservation: Complete retention of document styles and structure\r\n\r\n## 💫 System Optimization and Bug Fixes\r\n\r\n- **🚀 Performance and Stability Improvements**\r\n    - 🔄 Resolved lag and crash issues caused by high resource usage during AI responses\r\n    - 🔁 Fixed abnormal AI response behavior when copying shared canvases\r\n    - 💾 Optimized local caching mechanism to prevent crashes due to cache overflow\r\n    - 🖼️ Fixed issues with opening dialogs when canvas is empty\r\n    - 🔌 Resolved occasional node connection line disappearance and related performance optimizations\r\n- **🌟 User Experience Enhancements**\r\n    - 📂 Optimized sidebar interaction with collapsible canvas and knowledge base sections\r\n    - 📚 Knowledge base improvements: \r\n        - 💬 Separate settings for knowledge base prompts and retrieval\r\n        - 🆕 Intuitive add entry points for empty knowledge bases\r\n    - 🔄 Simplified node operations: \r\n        - ➕ Added \"+\" symbol for intuitive guidance\r\n        - 👆 Improved hints for dragging connections and adding nodes\r\n        - 🖱️ Optimized right-click menu to reduce operation steps\r\n    - 📐 Improved automatic layout of child nodes within groups to maintain relative positions and avoid overlapping\r\n    - 📜 Linear conversation optimization with automatic scrolling to initial position when opening responses\r\n    - 🔍 Support for multi-preview window selection menu with direct AI question node creation\r\n    - 💻 Optimized code component handling to resolve truncation issues with large code blocks\r\n    - ⌨️ Editor loading optimization with automatic fallback on timeout\r\n    - 📝 Improved friendly prompts for various operations\r\n\r\n---\r\n\r\n🙏 We sincerely thank all users for their support and feedback. The Refly team will continue to optimize the product experience and provide you with more powerful and intelligent tools for creation and knowledge management. If you have any questions or suggestions, please feel free to contact us! ","2025-05-13T04:34:20",{"id":241,"version":242,"summary_zh":243,"released_at":244},114506,"v0.5.0","# v0.5.0 Release Notes\r\n\r\n## 🚀 Summary\r\n\r\n**Refly Major Update: Added 2+ open source contributors, 10+ practical templates, comprehensive upgrades to knowledge base partition management, linear conversations, mind maps, and document outline features, while optimizing canvas performance to support dozens of nodes with smooth operation, creating a more powerful AI-native creation platform!**\r\n\r\n## 👨‍💻 New Open Source Contributors\r\n\r\nWe've welcomed 2+ new contributors in this update. Many thanks for their contributions to Refly 🎉 🎉 🎉\r\n\r\n- **Anthhub** [GitHub](https:\u002F\u002Fgithub.com\u002Fanthhub)\r\n    - [PR #681](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F681)\r\n    - [PR #681](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F681)\r\n    - [PR #676](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F676)\r\n- **pzc163** [GitHub](https:\u002F\u002Fgithub.com\u002Fpzc163)\r\n    - [PR #682](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F682)\r\n\r\n## 📑 New Templates\r\n\r\nWe've added 10+ new templates covering training materials, mind map-generated drafts, business meeting theme readings, book breakdowns, Mermaid feature studies, social media cover designs, local deployment manual writing, recipe prompts, and more.\r\n\r\n- **Training Materials**: [View Template](https:\u002F\u002Frefly.ai\u002Fpreview\u002Fcanvas\u002Fcan-jblcltgp6stbkp1x1u73ipqv)\r\n- **Game Programming Challenge**: [View Template](https:\u002F\u002Frefly.ai\u002Fpreview\u002Fcanvas\u002Fcan-d1qabd0uyuc4mukirivsdsny)\r\n- **Mind Map Generated Draft**: [View Template](https:\u002F\u002Frefly.ai\u002Fpreview\u002Fcanvas\u002Fcan-ewdi2tzzk0r7dqwub5hkbv0c)\r\n- **Business Meeting Book Breakdown**: [View Template](https:\u002F\u002Frefly.ai\u002Fpreview\u002Fcanvas\u002Fcan-pkbqimy0jbkuo0tfolwczow9)\r\n- **Social Media Cover**: [View Template](https:\u002F\u002Frefly.ai\u002Fshare\u002Fcanvas\u002Fcan-hcglpaf9e79rvxntp62zb4m5)\r\n- **Recipe Prompts**: [View Template](https:\u002F\u002Frefly.ai\u002Fshare\u002Fcanvas\u002Fcan-rd5jivtn9q23uxjw3sx4u0on)\r\n- **Technical Training Materials**: [View Template](https:\u002F\u002Frefly.ai\u002Fshare\u002Fcanvas\u002Fcan-rb0sotb7q4rhkbln6d9tsqj7)\r\n- **Deployment Manual Writing**: [View Template](https:\u002F\u002Frefly.ai\u002Fshare\u002Fcanvas\u002Fcan-g04drhb8tr5kp0snimvb3x7m)\r\n- **Mermaid Feature Research**: [View Template](https:\u002F\u002Frefly.ai\u002Fshare\u002Fcanvas\u002Fcan-pzeppylav0jgmu71zncfdnzb)\r\n- **Investment Research Visualization**: [View Template](https:\u002F\u002Frefly.ai\u002Fpreview\u002Fcanvas\u002Fcan-dxwtqdkjbj5mdildpqqewc7m)\r\n\r\n## 🌟 New Features\r\n\r\n- **📚 Knowledge Base Partitioning (Similar to Claude Project Capability)**\r\n    - Support for creating multiple knowledge bases to manage different knowledge and canvases in separate partitions\r\n    - Each knowledge base supports custom prompt settings, allowing different customized experiences for different knowledge bases\r\n    - When asking AI questions, users can select which knowledge base to mount, greatly enhancing the relevance and effectiveness of AI responses\r\n- **💬 New Linear Conversation Support, Perfectly Adapting to Linear Sessions and Multi-threaded Canvas Conversations**\r\n    - Support for global-level linear conversations, allowing continuous follow-up questions while maintaining context, similar to ChatGPT\r\n    - Support for linear conversation with continuous follow-up questions on any AI response card\r\n    - Support for adding context to selected linear conversation panels\r\n- **🧠 New Mind Map Capabilities**\r\n    - Now supports AI-combined context generation of NotebookLM-level mind maps\r\n    - Mind maps support adding\u002Fdeleting nodes, with Markdown-level operations for each node\r\n    - Mind maps support one-click sharing and publishing\r\n    - Especially suitable for book breakdowns, knowledge point organization, and similar scenarios\r\n- **📋 New Document Outline Capability**\r\n    - Support for displaying document table of contents outlines\r\n- **📊 Support for New Mermaid Rendering**\r\n    - Support for 22 types of diagrams including kanban boards, pie charts, entity relationship diagrams, and more\r\n- **🔍 New Preview Panel Dragging and Widescreen Capabilities**\r\n    - Support for widescreen mode in preview panels\r\n    - Support for dragging and adjusting the position of preview panels\r\n- **🎬 New Video Tutorial Display in Documentation**\r\n    - Showcasing 10+ video tutorials currently recorded by the community [View Tutorials](https:\u002F\u002Fdocs.refly.ai\u002Fguide\u002Fvideo-tutorials)\r\n- **✏️ Node Editing Enhancements**\r\n    - All nodes can have editable titles for easy distinction and display\r\n    - Support for alignment guides and grid snapping for canvas nodes, greatly optimizing canvas layout experience\r\n\r\n## 💫 Core Problem Optimization\r\n\r\n- 🛠️ Fixed issues with abnormal AI response count handling when copying canvases\r\n- 🐳 Support for Docker local deployment with port conflict compatibility, fixing the issue of login entry not being displayed in local deployments\r\n- ⏱️ Optimized AI response timeout issues, fixing screen flashing, content overlay, or error problems caused by long responses (time-consuming)\r\n- 🔄 New detailed error display capability for model call errors, timeouts, and request rate limits\r\n- 📋 Fixed the issue of only partial content being copied wh","2025-04-09T10:00:15",{"id":246,"version":247,"summary_zh":248,"released_at":249},114507,"v0.4.2","# v0.4.2 Release Notes\r\n\r\n## 🎯 Summary\r\n\r\n🚀 Refly v0.4.2 has arrived with major feature upgrades and experience improvements:\r\n\r\n- 📚 **Canvas Template System**: Complete canvas template and case library system\r\n- 📊 **Document Table Support**: New table editing and rendering capabilities\r\n- 🔗 **Enhanced Sharing**: Comprehensive one-click sharing solution\r\n- 🖼️ **Preview Experience**: New image and card preview system\r\n- 🎨 **Canvas Interaction**: More flexible node management and display\r\n- ⚡️ **Performance Boost**: Comprehensive optimization from core to interface\r\n\r\nThis update is dedicated to providing a more professional and fluid creative experience, making your work more efficient.\r\n\r\n## 🌟 New Features\r\n\r\n### Canvas Templates & Case Library\r\n- **📚 Official Canvas Template Support!**\r\n  - Support for 30+ canvas template cases\r\n  - Automatic template recommendations when creating new canvas\r\n  - Ability to publish canvas as templates\r\n  - Create canvas from template library\r\n  - Support for duplicating existing canvases\r\n\r\n### Document Enhancement\r\n- **📊 Official Table Support**\r\n  - Add and edit tables with column and row operations\r\n  - AI-powered table generation and rendering in documents\r\n  - One-click Markdown table import and rendering\r\n\r\n### Sharing & Display\r\n- **🔗 Enhanced Sharing Capabilities**\r\n  - One-click sharing for responses, code components, and documents with shareable links\r\n\r\n### Preview Experience\r\n- **🖼️ Major Preview Updates**\r\n  - Full-screen preview support for images, AI responses, resources, documents, SVG\u002FMermaid\r\n  - Image zoom functionality\r\n  - Persistent full-screen preview after card closure\r\n  - Right-click quick preview for AI responses, code nodes, website nodes, and images\r\n\r\n### Display Optimization\r\n- **🎨 Enhanced Canvas Interaction**\r\n  - Node group naming and background color customization\r\n  - Fixed alignment issues with group dragging\r\n  - Adjustable website node maximum width for better canvas display\r\n\r\n### Landing Page Support\r\n- **🌐 Landing Page Cases**\r\n  - Canvas showcase page at https:\u002F\u002Frefly.ai\u002Fuse-cases-gallery\r\n  - Artifact gallery page at https:\u002F\u002Frefly.ai\u002Fartifact-gallery\r\n  - Github README showcase support\r\n\r\n## 💫 Core Improvements\r\n\r\n### Performance Enhancement\r\n- **⚡️ System Performance**\r\n  - Fixed AI response stability issues (large webpage crawling, long output errors)\r\n  - Significantly improved code component editor loading performance\r\n  - Optimized code block font to monospace\r\n  - Enhanced canvas performance with collapsible node mode for dynamic optimization\r\n\r\n### Bug Fixes\r\n- **🛠️ Critical Fixes**\r\n  - Resolved infinite refresh issues with authentication\r\n  - Fixed interaction issues with resized code component nodes\r\n  - Resolved sharing issues with large code components (> 1500 lines)\r\n  - Fixed various canvas duplication issues\r\n  - Corrected free model usage counting\r\n  - Fixed React code rendering errors in AI responses\r\n\r\n### Experience Optimization\r\n- **✨ Detail Refinements**\r\n  - Cost optimization with Claude Context Cache support\r\n  - Streamlined basic Q&A without visual Instructions\r\n  - Fixed SVG aspect ratio and style conflicts\r\n  - Resolved incomplete document creation from AI responses\r\n  - Improved folding mode with global state sync and reasoning process","2025-03-20T07:33:27",{"id":251,"version":252,"summary_zh":253,"released_at":254},114508,"v0.4.1","# v0.4.1 Release Notes\r\n\r\n## 🎯 Summary\r\n\r\n🚀 Experience the power of next-generation AI creation with Refly v0.4.1! This game-changing update revolutionizes how you interact with AI through:\r\n\r\n- 🧠 **Smarter AI Interactions**: Dramatically enhanced Q&A capabilities across all modes, delivering more accurate and insightful responses\r\n- 🎨 **Visual Innovation**: Create and share beautiful visualizations with multi-component support for SVG, Mermaid, and HTML\r\n- 💻 **Code Component Revolution**: A complete replacement for yourware.so with real-time previews and one-click deployment\r\n- 📋 **Enhanced Canvas Experience**: New intuitive ways to create and organize your AI workspace\r\n- 🌐 **Social Creation**: Share your AI creations, code components, and canvases with the community\r\n- 🔄 **Seamless Collaboration**: One-click sharing of visualizations, components, and entire workspaces\r\n- ⚡️ **Performance Boost**: Core optimizations for a smoother, more reliable experience\r\n\r\nThis release transforms Refly into your ultimate AI creative companion, making it more intuitive, powerful, and enjoyable to use than ever before. Join our growing community of creators and start sharing your AI-powered innovations today!\r\n\r\n## 🌟 New Features\r\n\r\n### Enhanced AI Capabilities\r\n- **🧠 Greatly Improved Q&A Experience**\r\n  - Optimized basic Q&A, web search, and knowledge base search results\r\n  - Enhanced concept explanations with visual demonstrations\r\n  - Removed memo content truncation limits for better context understanding\r\n\r\n### Visualization & Component Features\r\n- **🎨 Multi-Component Visualization**\r\n  - Support for multiple SVG, Mermaid, and HTML components in a single response\r\n  - Easy switching between preview and code views\r\n  - Quick component creation for secondary development or fine-tuning\r\n  - One-click download or copy to clipboard for SVG and Mermaid diagrams\r\n  - Reference code sharing available at 👉 https:\u002F\u002Frefly.ai\u002Fshare\u002Fcode\u002Fcod-w24oreikpvkdrt2qyl1h1w96\r\n\r\n### Code Component Generation\r\n- **💻 Advanced Code Component System**\r\n  - Complete replacement for https:\u002F\u002Fwww.yourware.so\u002F\r\n  - Real-time rendering of modified code components\r\n  - One-click deployment of web pages, SVG, and Mermaid diagrams\r\n  - Multiple component support on canvas with sharing capabilities\r\n  - Integration with https:\u002F\u002Fui.shadcn.com\u002F and Tailwind for React components\r\n  - HTML components with https:\u002F\u002Ftailwindcss.com\u002F support\r\n\r\n### Canvas Improvements\r\n- **📋 Enhanced Node Organization**\r\n  - New AI question card creation methods\r\n  - Component creation through card drag-and-drop\r\n  - Right-click and double-click node menu support\r\n  - Quick creation of AI question cards, website cards, and memos\r\n  - Full-screen display shortcuts for AI responses and code components\r\n  - Customizable node group names and background colors\r\n  - Canvas example available at 👉 https:\u002F\u002Frefly.ai\u002Fshare\u002Fcanvas\u002Fcan-ufho0vka7pgxtin1g8hxgjc0\r\n\r\n### Additional Features\r\n- **📝 Canvas Management**\r\n  - Support for canvas duplication\r\n  - Efficient batch node copying and experimentation\r\n  \r\n- **💳 Subscription Management**\r\n  - Support for plan upgrades (e.g., Plus to Max)\r\n  - Contact developer required for upgrades (in-product upgrade coming soon)\r\n\r\n## 💫 Core Improvements\r\n\r\n- **🔧 Technical Optimizations**\r\n  - Fixed vertical scrolling issues with preview cards\r\n  - Resolved connection line loss problems\r\n  - Fixed canvas existence verification after Q&A or canvas creation\r\n  - Improved loading experience for complex canvases\r\n  - Fixed node connection alignment issues after group dragging\r\n  - Added memo text color customization with sharing support\r\n  - Enhanced landing page with WeChat group access and improved display","2025-03-13T08:22:12",{"id":256,"version":257,"summary_zh":258,"released_at":259},114509,"v0.4.0","# v0.4.0 Release Notes\r\n\r\n## 🦹 Summary\r\n\r\n🎉 Refly's strongest update ever! Brand new code component generation\u002Fone-click prototype restoration, canvas sharing, custom prompt functionality, greatly improved search speed, and doubled file upload capacity. Building a more powerful AI creation engine to take your creative work efficiency to the next level!\r\n\r\n## ☄️ Improvements for Self-Deployment\r\n\r\n> [#527](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F527), [#542](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F542)\r\n\r\n- Local support for using Ollama with [complete tutorial](https:\u002F\u002Fdocs.refly.ai\u002Fguide\u002Fself-deploy\u002Follama)\r\n- Greatly optimized login experience for local deployment\r\n- Removed subscription and unrelated login components from local deployment, providing a cleaner local deployment experience\r\n- Support for reverse proxy capabilities, painless deployment on cloud services\r\n- Support for local deployment to display and process static resources, including images, files, and other capabilities\r\n- Support for convenient switching of file processing parsers, including pdfjs and marker\r\n- Support for displaying local execution error stacks for easy debugging and problem feedback\r\n\r\n## 🌟 New Features\r\n\r\n- **Official launch of Code Artifacts** ([#546](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F546))\r\n  - Added \"Code Artifacts\" skill, supporting AI-generated code components with real-time preview of running results\r\n  - Support for generation, display, download, and sharing of various mainstream code types including svg, mermaid, html, react\r\n  - svg, mermaid, etc. support direct download as images or copying to clipboard for quick sharing\r\n  - Code can be used as context for follow-up questions and modifications, or manually modified and optimized with preview of final results\r\n  - Mermaid diagrams in Markdown also support image download operation buttons\r\n- **Canvas Sharing and Copying** ([#536](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F536), [#544](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F544), [#547](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F547))\r\n  - All canvases can be shared as public links, viewable in read-only mode\r\n  - Support for one-click copying of canvases shared by others, with subsequent modifications and adjustments possible\r\n  - Canvas supports export as images\r\n  - We welcome everyone to submit canvas use cases, which we will later showcase as official examples with attribution to all Refly users\r\n- **Support for Custom Prompts** ([#533](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F533), [#539](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F539))\r\n  - Added \"Custom Prompt\" skill, allowing arbitrary configuration of system prompts, Temperature, Top P, and other parameters\r\n  - Custom prompt execution results support adjusting system prompts and other parameters for re-running\r\n  - Support for cloning custom prompt nodes for questions and modifying system prompts before execution\r\n  - Custom prompts support follow-up questions with already set prompts, eliminating the need for frequent additions\r\n- **Web and Knowledge Base Search Optimization** ([#523](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F523), [#533](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F533), [#538](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F538))\r\n  - Optimized query preprocessing logic, supporting questions with any canvas context\r\n  - Adjusted result generation logic to prioritize answering questions rather than simply referencing search results\r\n  - Improved skill execution speed, greatly reducing search freezes or failures\r\n  - Enhanced intent understanding capability, significantly optimizing usability for complex questions\r\n- **Question Links Support Automatic Parsing** ([#535](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F535), [#545](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F545))\r\n  - Directly paste website links in the input box to ask questions and get answers without importing resources\r\n  - After results are generated, you can view link webpage content and import it to the knowledge base with one click\r\n  - Supports all skills\r\n- **Brand New Website Nodes and Code Nodes** ([#546](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F546))\r\n  - Support for adding and rendering custom websites in the canvas, such as Bilibili videos, Medium articles, Github repositories, etc.\r\n  - Support for one-click follow-up questions to AI for content summarization of website nodes\r\n  - Code nodes can preview SVG, HTML, React, Mermaid, HTML capabilities and support code modifications\r\n  - Code nodes can be selected as context with Artifact skills for iterative code optimization\r\n- **File Upload Limit Adjustments** ([#524](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F524))\r\n  - Significantly increased file upload limits for paid users\r\n  - Plus users can upload up to 10MB, Pro users up to 20MB, Max users up to 30MB\r\n  - Limits will be gradually relaxed depending on operational conditions\r\n- **Support for Custom Node Connection Lines** ([#522](https:\u002F\u002Fgithub.com\u002Frefly-ai\u002Frefly\u002Fpull\u002F522), [#529](https:\u002F\u002Fgithub.","2025-03-06T03:23:23",{"id":261,"version":262,"summary_zh":263,"released_at":264},114510,"v0.3.0","# v0.3.0 Changelog\r\n\r\n## 🦹 Summary\r\n\r\n🎉 Major Refly update! Comprehensive upgrades include enhanced knowledge base file processing (supporting 7+ mainstream formats), AI multimodal interaction (supporting multiple image inputs), new DeepSeek R1 chain-of-thought visualization, and improved canvas editing (with undo\u002Fredo). Experience smoother and more efficient knowledge management and content creation!\r\n\r\n## **🌟** New Features\r\n\r\n- **📚 Official File Upload Support for Knowledge Base** (#492, #496, #499)\r\n  - Support for 7+ mainstream formats, including PDF, DOCX, RTF, TXT, MD, HTML, and EPUB\r\n  - File extension-based icons for better visual identification\r\n  - File download capability\r\n- **🖼️ Multimodal AI Query Support** (#468, #475)\r\n  - Multiple image upload support for queries (drag & drop to input box, click to upload, or direct canvas drag & drop)\r\n  - Compatible with various image formats: JPG, PNG, JPEG, WEBP, GIF, TIFF, BMP\r\n  - Access to images from entire query history\r\n  - Full-screen image preview with rotation, zoom in\u002Fout, and download options\r\n- **🤖 AI Capability Updates** (#474)\r\n  - DeepSeek R1 chain-of-thought process visualization\r\n  - Other models can now query based on DeepSeek R1's chain-of-thought process\r\n  - Improved performance for AI web search and knowledge base search with DeepSeek R1\r\n- **🔌 Browser Extension Enhancements**\r\n  - Significantly improved web page content parsing accuracy, supporting most websites (#498)\r\n  - URL and Title editing support during web clipping, optimized for text-based content capture (#506)\r\n- **🎨 Canvas Core Features Update** \r\n  - Undo\u002FRedo functionality with keyboard shortcut support (#501)\r\n  - Memo node color palette with 10+ preset colors for better canvas aesthetics (#482)\r\n  - Improved notification display for node deletion and other operations\r\n  - AI node title editing and complete prompt display (#497)\r\n  - Automatic canvas naming and AI-generated canvas name suggestions (#504)\r\n- **🚀 Resource and AI Response Node Improvements**\r\n  - Formula rendering support (#485)\r\n  - Mermaid diagram visualization support (#494)\r\n  - Automatic image storage in Refly during resource import to prevent third-party Referrer issues (#496)\r\n  - Node name editing for better identification (#497)\r\n- **📝 Knowledge Base Operation Updates**\r\n  - Default actions for empty content: add resource\u002Fcreate document (#481)\r\n\r\n## **💫** Core Issue Fixes\r\n\r\n- 🔧 Fixed compact mode failure caused by node stretching\r\n- 🔍 Resolved issue where clicking 'Copy' on AI node code blocks included the 'Copy' text in clipboard\r\n- 🖱️ Hidden node menu during drag operations\r\n- ⚙️ Fixed context and model configuration loss during rerun ","2025-02-19T03:27:46"]