Skip to content
View realnaka's full-sized avatar
🏠
Working from home
🏠
Working from home

Block or report realnaka

Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
realnaka/README.md

Hi, I'm Harvey Yang 👋

English · 中文

Equity derivatives trader turned crypto product manager. I've spent my career pricing and trading complex derivatives — swaps, notes, options and structured products on equities, rates and FX — and then moved into crypto, where I built structured products, portfolio margin, perpetual-futures risk engines, prediction markets and US-equity / RWA contracts.

These days I use AI to turn my own trading ideas into tools that actually run. I don't write production code — I direct coding agents, and everything below was built that way.

🔗 LinkedIn · 🐦 X · 📕 小红书 · ✉️ ymcharvey@gmail.com

📈 Running live on Arcus

arcus-v2-farmer — a dollar-neutral memory-basket spread that farms the Arcus point program on open interest instead of volume, with its leverage schedule, stop ladder and ADL reset, plus the research and the OI-time scoring model behind it.

Want to trade it? Start here → app.arcus.xyz/ref/SKHYGO (referral link — your fee tier is unchanged)


⭐ Featured projects

The ones that get used the most.

⚖️ onchain-arbitrage - The engine behind my own live book: on-chain equity tokens against perpetual futures, both legs priced by real VWAP at size, behind a data-quality gate that refuses to trade on a bad quote

📈 arcus-v2-farmer - Running live money on Arcus: a dollar-neutral basket that earns open interest instead of volume — plus the research, the risk rails and the points model that produced it

🌀 alphaloop (20 stars) - A human-agent investment research loop: you set the direction, the agent gathers the evidence, screens names and keeps the books — the human keeps the call

📚 OpenOrder - Turns every agent conversation into a permanent, compounding investment-research wiki. Inspired by Karpathy's LLM Wiki

🔌 trading-agent-mcp - MCP server for multi-market financial research: IDE-driven bull / bear debate at zero LLM cost

✅ claim-verification - Breaks tweets, news, research notes and other AIs' conclusions into atomic claims, checks them against primary sources, and labels what survives

🌐 stock-data-fetch - Vendor-neutral market-data skill with automatic failover: US stocks, A-shares, HK, crypto and commodities

📡 crypto-social-radar - Tri-track heat radar for any token (X + news + Binance futures), pushed to Lark every day


🧠 Research & trading agents

Skills, wikis and agents for doing investment research with a machine instead of behind one.

🌀 alphaloop - Direction from the human, verification / screening / bookkeeping from the agent, decisions stay human

📚 OpenOrder - An investment-research wiki any agent can read and write, so conclusions and mistakes compound across sessions instead of resetting

✅ claim-verification - Breaks tweets, news, research notes and other AIs' conclusions into atomic claims, checks them against primary sources, and labels what survives

🌐 stock-data-fetch - One data interface for every market, with multi-source failover so it keeps working on restricted networks

🔌 trading-agent-mcp - MCP server for multi-market financial research: IDE-driven bull / bear debate at zero LLM cost

📡 crypto-research-radar - Daily research radar across perp DEXs, exchanges, prediction markets, AI × crypto and DeFi

🧊 trading-discipline-coach - An AI coach that will refuse you: a trading-discipline skill for Cursor


📡 Monitors & automation

Everything that wakes up on a schedule and tells me something.

📡 crypto-social-radar - Tri-track heat radar for tokens — X + news + Binance futures, pushed to Lark daily

🛰️ hk-ipo-radar - Auto-scans Hong Kong IPOs, runs an 8-dimension AI deep dive, and pushes the result to a Lark group with a cloud-doc link

🛡️ edgex-risk-monitor - Perpetual-contract market monitor with Lark webhook alerts

🐋 edgex-flow-monitor - On-chain flow monitor for L2 whale trades and L1 withdrawals

💧 edge-lp-monitor - LP position monitor for Uniswap V3 (Arbitrum) and PancakeSwap V4 (BSC), alerting every 8 hours

📊 liquidity-depth-comparison - Cross-exchange perp liquidity-depth dashboard: live order-book depth across 10+ venues, synced to Lark Bitable

📝 captain-trading-booking - Turns trade screenshots or pasted text into structured records in Lark Bitable / Excel

🎯 okr-agent-skill - Turns quarterly objectives into agent-executable tasks


🛠️ Exchange tooling

Built during my time at EdgeX, now maintained in the open.

🖥️ edgex-cli - CLI for EdgeX perpetual and equity contract trading, built to be consumed by agents

🔌 edgex-mcp - MCP server for EdgeX perpetual contract trading: market data, account management and order execution as agent tools


🎬 Content & productivity

Turning long-form content and ideas into formats that survive the trip.

🎬 md-to-bilibili - Markdown in, Bilibili video out: AI voiceover, AI illustrations and Chinese subtitles, published automatically

📖 youtube-to-markdown - YouTube videos turned into clean, translated Markdown notes, from human subs, auto subs or Whisper

🎨 frontend-slides-to-pdf (fork) - Turns frontend-native HTML slide decks into stable, high-resolution PDFs and stitched preview images

Pinned Loading

  1. alphaloop alphaloop Public

    人机投研闭环:你出方向,AI 帮你查证/选股/记账,决策权归人。A human-agent investment-research operating model as an installable skill suite.

    Shell 20 9

  2. arcus-v2-farmer arcus-v2-farmer Public

    Arcus 永续 V2 积分耕作:美元中性价差篮子 + 杠杆排班 + 止损阶梯 + ADL 复位,附 OI-time 估分模型

    Python

  3. onchain-arbitrage onchain-arbitrage Public

    面向小资金的链上套利引擎:链上股票代币 × CEX 永续合约,两腿都按真实成交均价定价(脱敏公开快照 · 2026-10-10)|Monitoring-first on-chain arbitrage engine

    Python 1

  4. trading-discipline-coach trading-discipline-coach Public

    一个会拒绝你的 AI 交易助手 — 给 Cursor 用的交易纪律教练 Skill

    Shell