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@cosmosbox @kingsoft-topgame

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mr-kelly/README.md

Hi, I'm Kelly ๐Ÿ‘‹

๐Ÿ“ Hong Kong โ†” San Francisco | ๐Ÿ’ป Full-Stack Polyglot | ๐Ÿš€ 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 โ€” applying Coding Agents to simplify every industry.

Projects

  • ๐Ÿ–๏ธ Mato - The Multi-Agent Terminal Office
  • ๐Ÿ“ far - File-Augmented Retrieval for making every file readable to coding agents
  • ๐Ÿ’ป FreeCode - A minimal autonomous coding agent in Rust (~300 lines, $0, and auto-selects the best free model)
  • ๐Ÿง  skills - Agent Skills by mr-kelly
  • ๐Ÿชท Buda AI - Agentic workspace where skills bundle local apps (App-in-Skill) โ€” marketplace, channels, workbench, and developer portal for human-in-the-loop AI workflows
  • ๐Ÿณ Sandock - Sandbox in Dockers for AI Agents - 100% POSIX-compatible sandbox supporting full Claude Code execution
  • ๐ŸŽฏ ProductReady - Production-ready Next.js boilerplate with native AI Agent, MCP, and enterprise features
  • ๐Ÿค– AITable.ai - AI-powered workflow automation with visual database connecting 6,000+ apps (10,000+ customers)
  • ๐Ÿ“Š Vika - Chinese version of APITable with 1M+ users - AI-powered visual database and collaboration platform
  • ๐Ÿš€ APITable - API-oriented low-code platform for building collaborative apps (15k+ โญ)
  • ๐Ÿฆ„ Bika.ai - AI team messenger for agentic workflows - chat with multiple agents to get work done
  • ๐Ÿ“ฌ MailDrone - AI-powered email marketing tool with unlimited contacts and pay-per-send pricing (1000+ users)
  • ๐Ÿ“Š NPSChimp - The simplest NPS survey tool for growing products and SaaS teams
  • ๐Ÿ“ฐ GeoDrone - Turn one topic into a fully-optimized SEO article
  • ๐Ÿ‘๏ธ PreviewFile - Guard your files with effortless previews
  • ๐Ÿ’พ LastBackup - Modern database backup solution for PostgreSQL, MySQL, MongoDB with web interface
  • ๐Ÿ› ๏ธ ToolSDK MCP Registry - Awesome MCP Servers and Packages Registry with OAuth2.1 support (161 โญ)
  • ๐ŸŒ GAIA Agent - GAIA-benchmark-ready super agent built on AI SDK v6 ToolLoopAgent
  • ๐ŸŽฎ KSFramework - Unity3D Framework with hot reload support (1.8k โญ)

Legacy Projects

  • ๐ŸŽฏ SLua - Fastest lua binding via static code generating for Unity3D and Mono (1.4k โญ)

  • ๐ŸŽฎ Strike Goddess - Strike Shooting Card RPG mobile game

  • ๐ŸŒ qiyiguo.cc - Group-centric social network for university campuses โ€” a privatized Twitter-like platform

  • ๐Ÿ“š before18 - Social app for students under 18 โ€” a small social network for studying together in libraries

  • โš™๏ธ KEngine - Unity asset bundle framework with LGPL license

  • ๐Ÿ“‹ TableML - DataTable-based Markup Language for C# & Mono & Unity

  • ๐Ÿ“ฆ Resources Packer - Python-based resources package generator for game development

  • ๐Ÿต Heytea GO - Official app for online ordering and pickup

  • ๐Ÿ“ Unity Realtime Log - Unity realtime log in command line (batchmode)

Research

  • ๐Ÿ“„ App-in-Skill: A Specification for Pairing Agent Skills with a Local Companion UI โ€” A skill that, alongside chat, can launch a local UI over a file handoff โ€” chat and app as complementary surfaces over one skill; defines the pattern as a minimal specification (not a single app shape) and argues for "daily-disposable software" ยท PDF
  • ๐Ÿ“„ File-Augmented Retrieval: Making Every File Readable to Coding Agents via Persistent .meta Sidecars โ€” A file-time augmentation paradigm that outperforms RAG (82.6% vs 58.7% accuracy) with zero infrastructure ยท Zenodo ยท PDF
  • ๐Ÿ“„ Coding Agent is All You Need: Don't Build Agents, Redirect Them โ€” Transforming coding agents into domain experts via Markdown templates, reducing development effort by ~300x ยท Zenodo ยท PDF
  • ๐Ÿ“„ Magic Folder: A Filesystem-Level Abstraction for Human-Executable AI Applications โ€” MFP transforms AI-generated project directories into typed, human-facing artifacts ยท PDF
  • ๐Ÿ“„ SIR-T2V: From Agent Pipeline to Editable Project โ€” AI should output editable project files, not final rendered artifacts โ€” reduces human correction cost by 4.7ร— ยท 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

  • ๐ŸŒŸ 15k+ GitHub stars on APITable - Leading open-source Airtable alternative
  • ๐ŸŽฎ 1k+ GitHub stars on KSFramework - Popular Unity3D hot reload framework
  • ๐Ÿ‘” Scaled to 200+ people - Led Internet Business Unit as GM managing Engineering, Product, Operations, HR, and Admin
  • ๐ŸŽ“ Self-taught engineer - Finance major turned developer with no formal CS degree
  • ๐Ÿ’ฐ Raised tens of millions - Successfully closed significant VC funding rounds
  • ๐Ÿ—๏ธ Full-stack polyglot - Shipped production code in 10+ languages
  • ๐Ÿค– AI-native builder - Early adopter of AI-powered development workflows
  • ๐Ÿš€ Serial founder - Launched multiple SaaS products across AI, dev tools, and content

Pinned Loading

  1. KSFramework KSFramework Public

    QQ Group๏ผš538722494๏ผŒKSFramework = KEngine + SLua(or xLua) , Unity3D Framework/Toolsets focus on hot reload

    C# 1.8k 394

  2. apitable/apitable apitable/apitable Public

    ๐Ÿš€๐ŸŽ‰๐Ÿ“š APITable, an API-oriented low-code platform for building collaborative apps and better than all other Airtable open-source alternatives.

    TypeScript 15.4k 1.4k

  3. KEngine KEngine Public

    A unity asset bundle framework with LGPL license

    C# 444 147

  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๏ผŒhere is JavaScript SDK for integration. ็ปดๆ ผ่กจ(vika.cn)ๅฎ˜ๆ–นJavaScript SDK, ่ฎฉไฝ ่ฝปๆพ้›†ๆˆ็ปดๆ ผ่กจ็š„ ๅฏ่ง†ๅŒ–APIๆ•ฐๆฎๅบ“่ƒฝๅŠ›ใ€‚

    TypeScript 132 18