mr-kelly (Kelly Peilin Chan) · GitHub
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@cosmosbox @kingsoft-topgame

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mr-kelly/README.md

Hi, I'm Kelly 👋

📍 Hong Kong ↔ San Francisco | 💻 Full-Stack Polyglot | 🚀 Serial Founder

JavaScript TypeScript Python Java C# C++ Go Rust PHP Lua React Vue.js Node.js Docker Unity macOS

Claude GitHub Copilot Cursor Codex Kiro OpenCode

Coding Agent is Eating The World. Making powerful AGI accessible to everyone — applying Coding Agents to simplify every industry.

Projects

  • 🏖️ Mato - The Multi-Agent Terminal Office
  • 📁 far - File-Augmented Retrieval for making every file readable to coding agents
  • 💻 FreeCode - A minimal autonomous coding agent in Rust (~300 lines, $0, and auto-selects the best free model)
  • 🧠 skills - Agent Skills by mr-kelly
  • 🐳 Sandock - Sandbox in Dockers for AI Agents - 100% POSIX-compatible sandbox supporting full Claude Code execution
  • 🎯 ProductReady - Production-ready Next.js boilerplate with native AI Agent, MCP, and enterprise features
  • 🤖 AITable.ai - AI-powered workflow automation with visual database connecting 6,000+ apps (10,000+ customers)
  • 📊 Vika - Chinese version of APITable with 1M+ users - AI-powered visual database and collaboration platform
  • 🚀 APITable - API-oriented low-code platform for building collaborative apps (15k+ ⭐)
  • 🦄 Bika.ai - AI team messenger for agentic workflows - chat with multiple agents to get work done
  • 📬 MailDrone - AI-powered email marketing tool with unlimited contacts and pay-per-send pricing (1000+ users)
  • 📊 NPSChimp - The simplest NPS survey tool for growing products and SaaS teams
  • 📰 GeoDrone - Turn one topic into a fully-optimized SEO article
  • 👁️ PreviewFile - Guard your files with effortless previews
  • 💾 LastBackup - Modern database backup solution for PostgreSQL, MySQL, MongoDB with web interface
  • 🛠️ ToolSDK MCP Registry - Awesome MCP Servers and Packages Registry with OAuth2.1 support (161 ⭐)
  • 🌍 GAIA Agent - GAIA-benchmark-ready super agent built on AI SDK v6 ToolLoopAgent
  • 🎮 KSFramework - Unity3D Framework with hot reload support (1.8k ⭐)

Legacy Projects

  • 🎯 SLua - Fastest lua binding via static code generating for Unity3D and Mono (1.4k ⭐)

  • 🎮 Strike Goddess - Strike Shooting Card RPG mobile game

  • 🌐 qiyiguo.cc - Group-centric social network for university campuses — a privatized Twitter-like platform

  • 📚 before18 - Social app for students under 18 — a small social network for studying together in libraries

  • ⚙️ KEngine - Unity asset bundle framework with LGPL license

  • 📋 TableML - DataTable-based Markup Language for C# & Mono & Unity

  • 📦 Resources Packer - Python-based resources package generator for game development

  • 🍵 Heytea GO - Official app for online ordering and pickup

  • 📝 Unity Realtime Log - Unity realtime log in command line (batchmode)

Research

  • 📄 File-Augmented Retrieval: Making Every File Readable to Coding Agents via Persistent .meta Sidecars — A file-time augmentation paradigm that outperforms RAG (82.6% vs 58.7% accuracy) with zero infrastructure · Zenodo · PDF
  • 📄 Coding Agent is All You Need: Don't Build Agents, Redirect Them — Transforming coding agents into domain experts via Markdown templates, reducing development effort by ~300x · Zenodo · PDF
  • 📄 Magic Folder: A Filesystem-Level Abstraction for Human-Executable AI Applications — MFP transforms AI-generated project directories into typed, human-facing artifacts · PDF
  • 📄 SIR-T2V: From Agent Pipeline to Editable Project — AI should output editable project files, not final rendered artifacts — reduces human correction cost by 4.7× · PDF

GitHub Activity

GitHub Contribution Graph

GitHub Stats

WakaTime Stats

What I'm Doing

  • Building AGI tools - Creating Coding Agents that make complex AI systems accessible to everyone
  • Democratizing AI - Shipping tools and platforms that put powerful AI capabilities in everyone's hands
  • Researching post-AGI organizations - Exploring how AI will transform human collaboration and management structures
  • Shipping across the stack - Production experience with JavaScript/TypeScript, Python, C#, C++, Rust, Go, Java, PHP, Lua, and Objective-C++
  • AI-native workflow - Building with Claude Code, GitHub Copilot CLI, Kiro-cli, and Codex daily

Connect

Twitter LinkedIn Medium YouTube Facebook Instagram GitHub


Philosophy

"KISS (Keep It Simple and Stupid) is always the hardest part" - Simplicity is the ultimate sophistication in the age of AI.

Recognition

  • 🌟 15k+ GitHub stars on APITable - Leading open-source Airtable alternative
  • 🎮 1k+ GitHub stars on KSFramework - Popular Unity3D hot reload framework
  • 👔 Scaled to 200+ people - Led Internet Business Unit as GM managing Engineering, Product, Operations, HR, and Admin
  • 🎓 Self-taught engineer - Finance major turned developer with no formal CS degree
  • 💰 Raised tens of millions - Successfully closed significant VC funding rounds
  • 🏗️ Full-stack polyglot - Shipped production code in 10+ languages
  • 🤖 AI-native builder - Early adopter of AI-powered development workflows
  • 🚀 Serial founder - Launched multiple SaaS products across AI, dev tools, and content

Pinned Loading

  1. KSFramework KSFramework Public

    QQ Group:538722494,KSFramework = KEngine + SLua(or xLua) , Unity3D Framework/Toolsets focus on hot reload

    C# 1.8k 394

  2. apitable/apitable apitable/apitable Public

    🚀🎉📚 APITable, an API-oriented low-code platform for building collaborative apps and better than all other Airtable open-source alternatives.

    TypeScript 15.3k 1.4k

  3. KEngine KEngine Public

    A unity asset bundle framework with LGPL license

    C# 446 147

  4. unity_realtime_log unity_realtime_log Public

    Unity realtime log in command line (batchmode)

    Python 92 41

  5. TableML TableML Public

    DataTable-based Markup Language for C# & Mono & Unity

    C# 73 36

  6. vikadata/vika.js vikadata/vika.js Public

    Vika is a API-based SaaS database platform for users and developers,here is JavaScript SDK for integration. 维格表(vika.cn)官方JavaScript SDK, 让你轻松集成维格表的 可视化API数据库能力。

    TypeScript 132 18