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  • Nanjing University
  • Nanjing
  • 20:32 (UTC +08:00)

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njueeRay/README.md
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{
  "name"         : "Ray Huang",
  "location"     : "Nanjing, China ๐Ÿ‡จ๐Ÿ‡ณ",
  "education"    : "Nanjing University ยท Electronic Science & Engineering",
  "role"         : ["LLM Engineer", "Open Source Programmer", "Full-Stack Dev"],
  "focus"        : "Exploring the best AI-Native development practices",
  "llm_stack"    : ["LangChain", "LlamaIndex", "OpenAI API", "HuggingFace"],
  "languages"    : ["Python", "C++", "TypeScript", "JavaScript"],
  "current_proj" : ["OpenProfile", "njueeray.github.io", "wechat_article_exporter"],
  "open_to"      : "AI tooling ยท open source collaboration ยท LLM applications",
  "motto"        : "Future is coming, move early.",
  "status"       : "Building in public ๐Ÿ”จ",
  "fun_fact"     : "I let AI agents plan, write, and review โ€” I just ship."
}

I'm a builder at the intersection of LLM engineering and open source. Currently exploring AI-Native development โ€” where agents aren't just coding assistants, but autonomous team members that plan, implement, and review together with humans. Every project I ship is a live experiment in humanโ€“AI collaboration.

๐Ÿค– My AI Team

AI Agent Team: Brain ยท PM ยท Dev ยท Researcher ยท Code Reviewer ยท Profile Designer ยท Brand

7 specialized AI agents โ€” planning, implementing, reviewing and shipping together with me.

Meet the Team ย ย  Live Office ย ย  Knowledge Graph

โšก Tech Stack

Tech Stack

๐Ÿ“Š GitHub Stats

GitHub Stats GitHub Streak

๐Ÿ“ˆ Activity Graph

Activity Graph

โฑ๏ธ WakaTime

๐Ÿ“Š This Week's Coding Activity

Code Time

Profile Views

๐Ÿฑ My GitHub Data

๐Ÿ“ฆ 140.9 kB Used in GitHub's Storage

๐Ÿ† 304 Contributions in the Year 2026

๐Ÿšซ Not Opted to Hire

๐Ÿ“œ 29 Public Repositories

๐Ÿ”‘ 2 Private Repositories

I'm a Night ๐Ÿฆ‰

๐ŸŒž Morning                40 commits          โ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   07.63 % 
๐ŸŒ† Daytime                180 commits         โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   34.35 % 
๐ŸŒƒ Evening                190 commits         โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   36.26 % 
๐ŸŒ™ Night                  114 commits         โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   21.76 %

๐Ÿ“… I'm Most Productive on Wednesday

Monday                   35 commits          โ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   06.68 % 
Tuesday                  84 commits          โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   16.03 % 
Wednesday                101 commits         โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   19.27 % 
Thursday                 85 commits          โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   16.22 % 
Friday                   84 commits          โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   16.03 % 
Saturday                 41 commits          โ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   07.82 % 
Sunday                   94 commits          โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   17.94 %

๐Ÿ“Š This Week I Spent My Time On

๐Ÿ•‘๏ธŽ Time Zone: Asia/Shanghai

๐Ÿ’ฌ Programming Languages: 
Markdown                 11 hrs 53 mins      โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   44.19 % 
SSH Config               6 hrs 16 mins       โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   23.35 % 
Python                   3 hrs 2 mins        โ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   11.34 % 
JSON                     2 hrs 28 mins       โ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   09.22 % 
PowerShell               1 hr 23 mins        โ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   05.18 % 

๐Ÿ”ฅ Editors: 
VS Code                  26 hrs 53 mins      โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆ   100.00 % 

๐Ÿฑโ€๐Ÿ’ป Projects: 
ssh                      8 hrs 57 mins       โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   33.34 % 
OpenProfile              8 hrs 17 mins       โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   30.82 % 
npu3_model               5 hrs 52 mins       โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   21.82 % 
GitHub                   1 hr 8 mins         โ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   04.26 % 
team                     49 mins             โ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   03.09 % 

๐Ÿ’ป Operating System: 
Windows                  21 hrs 1 min        โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘   78.18 % 
Linux                    5 hrs 52 mins       โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   21.82 %

I Mostly Code in Python

Python                   5 repos             โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   25.00 % 
TypeScript               5 repos             โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   25.00 % 
PowerShell               2 repos             โ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   10.00 % 
JavaScript               2 repos             โ–ˆโ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   10.00 % 
Astro                    1 repo              โ–ˆโ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘โ–‘   05.00 %

Timeline

Lines of Code chart

Last Updated on 12/03/2026 19:24:26 UTC

๐Ÿ Contribution Snake

Contribution Snake

๐Ÿ† Achievements

Public Repos Followers OpenProfile โญ MediaCrawler โญ WechatExporter โญ

E2E Tests Deploy Astro Playwright

๐ŸŒ 3D Contribution Graph
3D Contribution Graph
๐Ÿง  Team Knowledge Graph โ€” AI-native ๅ›ข้˜Ÿ่ฎค็Ÿฅๅ›พ่ฐฑ
Team Knowledge Graph

๐Ÿš€ Featured Projects

๐ŸŒ njueeray.github.io ๐Ÿค– OpenProfile ๐Ÿ” wechat_article_exporter
AI-native portfolio โ€” Agent personas, knowledge graph & workflow guide AI-Native Profile workflow โ€” build yours with Copilot Agents ๅพฎไฟกๅ…ฌไผ—ๅท็ˆฌ่™ซ็ณป็ปŸ
Live Agents Stars Forks Lang Stars Forks Lang

๐Ÿ› ๏ธ How I Build

AI-native isn't a tool setting โ€” it's a working pattern.

๐Ÿ” Recall โšก Execute ๐Ÿšข Ship
Read Sprint Board ยท sync context ยท confirm direction Agent roles drive implementation ยท Ray reviews decisions Release created ยท board cleared ยท loop restarts
~ 5 min 30 min โ€“ 2 hr < 10 min

Every feature follows this loop. 7 specialized AI agents collaborate โ€” Brain coordinates strategy, PM tracks progress, Dev implements, Researcher informs decisions, Code Reviewer guards quality, Profile Designer owns visuals, Brand handles storytelling.

๐Ÿ“– Full Workflow Guide

๐Ÿ“ Latest Blog Posts

- [็”จ 2 ๅˆ†้’Ÿไบ†่งฃ่ฟ™ไธช้กน็›ฎ๏ผšๅฝ“ไธ€ไธชๅผ€ๅ‘่€…่ฎฉ AI ๅ›ข้˜Ÿๅธฎไป–ๆž„ๅปบ่‡ชๅทฑ็š„ๆ•ฐๅญ—ไธ–็•Œ](https://njueeray.github.io/blog/2-min-guide-njueeray-github-io/) โ€” YYYY-00-DD- [OpenProfile ๆญฃๅผๅผ€ๆบ๏ผšๅฆ‚ไฝ•็”จ AI Agent ๅไฝœๆž„ๅปบไฝ ็š„ GitHub Profile](https://njueeray.github.io/blog/open-source-announcement/) โ€” YYYY-00-DD- [ๆˆ‘ไปฌๅ‘็Žฐ่‡ชๅทฑ่ตฐๅฏนไบ†๏ผšไธŽ GEP ็š„ไธๆœŸ่€Œ้‡ ยท ๅ›ข้˜Ÿๆผ”่ฟ›็ ”็ฉถไผš 2026-03-10](https://njueeray.github.io/blog/agent-team-evolution-gep-2026-03-10/) โ€” YYYY-00-DD- [ๆˆ‘ไปฌ็š„ 7 ไธช Skills ๅคŸ็”จๅ—๏ผŸๅ…จไฝ“ไผš่ฎฎๅฎžๅฝ• ยท 2026-03-10](https://njueeray.github.io/blog/skills-scaffold-all-hands-2026-03-10/) โ€” YYYY-00-DD- [ๅทฅๅ…ทๅฑ‚ไธ‰ไฝไธ€ไฝ“๏ผšSkills ร— Hooks ร— MCP ๆ˜ฏๆ€Žไนˆๆญ่ตทๆฅ็š„](https://njueeray.github.io/blog/tool-layer-architecture-skills-hooks-mcp/) โ€” YYYY-00-DD

โœจ Auto-synced daily from njueeray.github.io via RSS ยท Subscribe

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  1. MediaCrawler MediaCrawler Public

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  2. wechat_article_exporter wechat_article_exporter Public

    ๅพฎไฟกๅ…ฌไผ—ๅท็ˆฌ่™ซ็ณป็ปŸ

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  3. holography holography Public

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  5. data_analysis data_analysis Public

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  6. llama2 llama2 Public

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    Inference code for Llama models

    Python