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lora-sys/README.md

Lora Sys, AI Agent Engineer building inspectable agent systems, inference guides, and developer tools

Focus: Agent Engineering Mode: Always Shipping Based in China

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👋 About Me

I’m Lora, an AI Agent Engineer building systems that turn prompts into reliable, observable, and useful outcomes. My work sits at the intersection of multi-agent software engineering, LLM infrastructure, and developer tools.

Build the tools that build the agents — then ship them.

AI Agents · Multi-Agent Systems · LLM Inference · Agent Observability · Developer Experience


🚀 Now Building & Shipping

I work across a connected set of repositories rather than a single flagship. These are the projects and tracks currently carrying the most momentum.

Track Active work
Agent engineering 🔥 ai-engineering-harness · 🔎 Glassbox-Agent-Harness · 🚧 ReposTwin
Agent products & knowledge 🏢 aicompanyos · 🤝 JonLinker · 🧠 second-brain
Inference education 📚 nano-vllm-interactive-guide · nano-sglang-interactive-guide
Skills & media tooling 👁️ free-vision-skill · 📦 packify-skill · hermes-minimax-media + hermes-stepfun-imagegen
Web3 & experiments 🐉 monadmon — on-chain creature raising and PvP, with the economy model in progress.
Developer presence 🌐 loraSys · 🧱 Init-codebase

🤝 Open-source Contributions

Public collaboration is part of the portfolio. Below are repositories I have contributed to through commits or pull requests, with recent merged work called out where it is verified.

Project Contribution
nishuzumi/moss Merged: PR #29, an ABI-fetch workflow for explorer-tier tooling; and PR #24, a PancakeSwap V3 single-hop swap adapter.
cloudwego/eino-examples Contributed to framework examples for the Eino ecosystem.
datawhalechina/vibe-blog · whale-whisper Contributions across multi-agent technical-content and collaboration projects.
public-apis/public-apis · aymericzip/intlayer Public ecosystem contributions in API discovery and internationalization tooling.
portdeveloper/nad-agent · Ripped-sys/AgentArena-hackthon Agent and Monad/Web3 collaboration projects.

⚔️ Tech Arsenal

Tools I use to design, build, evaluate, and ship agentic systems.

Languages

Python TypeScript Go Shell JavaScript Java C++

Agents & LLMs

OpenAI Claude Gemini Ollama LangChain LangGraph MCP Multi-Agent

Product & Infrastructure

Next.js React Three.js Svelte FastAPI PostgreSQL Redis Docker GitHub%20Actions Playwright


🚀 Selected Work

A living portfolio across lora-sys and ACAMLab: multi-agent engineering, LLM inference, developer tools, and interactive products.

Agents · Skills · Learning · Products

✦ Featured

Six projects that best represent what I’m building now: agentic engineering, observable systems, LLM inference, and reusable developer skills.

Project Focus What it ships
ai-engineering-harness Multi-Agent Engineering An evidence-driven software-engineering loop with 18 agents and 9 workflows.
Glassbox-Agent-Harness Agent Observability Trace actions, inspect context, and evaluate every optimization with evidence.
free-vision-skill Agent Skill Compiles images into compact visual-evidence packets for text-first coding agents.
nano-vllm-interactive-guide LLM Inference Interactive experiments and Chinese chapters that explain inference-engine fundamentals.
nano-sglang-interactive-guide LLM Inference A practical interactive guide to SGLang concepts and serving workflows.
packify-skill Creative Tooling Transforms a supplied image into a commercially believable physical collectible concept.

🔒 ReposTwin (ACAMLab) · a 3D GitHub code galaxy with an AI-agent sidebar · actively in development.

🗂️ Full Project Index

The complete map of self-built and collaborative work, organized by domain. This is intentionally visible: it shows the breadth behind the featured projects.

🤖 AI Agents & Multi-Agent · 8

Project Stack What
ai-engineering-harness TypeScript Evidence-driven multi-agent software-engineering harness
Glassbox-Agent-Harness Python Agent observability and evaluation laboratory
NanoAgent Python Customisable agent framework
Nanoagent-go Go NanoAgent ported to Go
git-opilot TypeScript AI CLI for local Git repos · review, refactor, commit
Pixel-Heart-OS- Python Emergent social-universe sim · AI co-editing + Git-style memory (Beads)
hermes-stepfun-imagegen Python Hermes Agent backend · StepFun image generation (step-image-edit-2 / step-2x-large)
WishLive Web3 Live-music ecosystem · AI Agent + Web3 collaboration platform

🐉 Web3 & On-chain Demos · 2

Project Stack What
monadmon TypeScript Monad 上链上养成 + PvP 对战:first living creatures on Monad
Newtube-clone TypeScript YouTube 风视频站 · AI 推荐

🎨 Apps & Sites · 16

Project Stack What
second-brain JavaScript Personal second-brain dashboard · Obsidian vault sync
loraSys Svelte Personal site · GitHub Pages (active)
SCIDRAFT.AI TypeScript Science-paper writing platform
TrandingOs TypeScript Personal trading operating system
Lora-website TypeScript Earlier personal website (legacy)
Hackthon TypeScript ETH Beijing hackathon entry
demo_monad_hackthon JavaScript Monad hackathon demo
meme-Vibe-Casino TypeScript Vibe-coding meme casino · hackathon project
RecruitDraft TypeScript LinkedIn job-description generator with star-rule
ResumeGenerator TypeScript LaTeX KaTeX / LaTeX resume generator
ThreeJs-projects Three.js Interactive Sci-Fi control interface
lora-bi Java Personal BI dashboard
mianshihou-interview-website Node.js Interview-prep website with backend
automatic_compliments TeX 自动夸人小助手 · auto compliment generator

🛠 Developer Tools · 3

Project Stack What
redis-go Go Redis client/server · RESP protocol + data persistence
Filehub Shell Local private-cloud file storage
node-base TypeScript AI workflow engine · n8n-style

🧠 Skills & Prompts · 7

Project Stack What
free-vision-skill Skill Low-token visual-evidence compiler for coding agents
packify-skill Skill Image-to-physical-collectible ideation skill
Init-codebase JavaScript Bootstrap skills for agent coding work
ui-design Skill Claude UI/UX design skill
web3-frontend-ui-and-ux-reviewer Skill Web3 frontend UI/UX review skill
lora-skills Skill Personal Claude skills distillation
development-rules Markdown Shared dev rules & workflows

🔬 Research · Detection · 4

Project Stack What
Defect-Supervised Python Supervised defect detection
Defect-Semi-supervised Python Semi-supervised defect detection
DIy-Model Python DIY-model training playground
demo-repository HTML GitHub showcase template

📚 Learning Path · 6

Project Stack What
nano-vllm-interactive-guide ⭐23 HTML 13 interactive experiments and Chinese chapters on LLM inference engines
nano-sglang-interactive-guide HTML Interactive guide to SGLang inference concepts
nanochat-studay ⭐4 Python Nanochat concept study · 4★
mianshiya-next-lora ⭐3 Java Interview-prep platform · study project · 3★
neetcode-submissions Python NeetCode.io problem submissions
Snake C++ Classic snake game

📦 Earlier experiments · WIP · Private (27 more)

🧪 WIP & Earlier Experiments (20)

Projects without GitHub description or in early iteration. Listed for completeness; will be either promoted or archived.

AI / Agent helpers

Dev tools & apps

Skills & automation

Practice & mini-projects

🔒 Active Private Development (7+7)

lora-sys private: AgentArena · obsidian-notes · agent-projects · nextjs-ai-chatbot · MulitiModal · diy-world-model · CodeTune

ACAMLab private: ReposTwin (the showcase of this profile) · Pixel-Heart-OS- · git-opilot · Defect-Supervised · Defect-Semi-supervised · DIy-Model · demo-repository

Full list: lora-sys · ACAMLab


🌌 Operating Principle

Think clearly. Build deliberately. Measure honestly. Ship relentlessly.

I turn ideas into autonomous systems and intelligent workflows — with evidence, not vibes.


📫 Connect

Email Lora GitHub lora-sys Twitter waspish glyphs 2

Thanks for visiting — the next useful thing is already in the works.

Pinned Loading

  1. mianshiya-next-lora mianshiya-next-lora Public

    Mianshiya-next — interview practice platform clone (Java backend).

    Java 3

  2. Newtube-clone Newtube-clone Public

    YouTube-style video clone with AI recommendations — full-stack Next.js + recommendation pipeline.

    TypeScript 1

  3. ACAMLab/nanochat-studay ACAMLab/nanochat-studay Public

    This project is for learning the nanochat concept

    Python 4

  4. Init-codebase Init-codebase Public

    Init-codebase Claude skill — bootstraps any repo into a Claude-Code-ready workspace with rules, agents, and skills wired up.

    JavaScript 1

  5. free-vision-skill free-vision-skill Public

    A low-token visual evidence compiler for text-only coding agents. Convert images into compact Visual Evidence Packets (VEP) for DeepSeek, Codex, Claude Code, and other text-only models.

    TypeScript 16 2

  6. nano-vllm-interactive-guide nano-vllm-interactive-guide Public

    面向开发者与初学者的 nano-vLLM 交互式源码教程 - 通过 13 个 HTML 互动实验 + 13 章中文教程理解大模型推理引擎

    JavaScript 32 1