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swlokzk/README.md

🔥 Welcome Sinwu LOK's Profile 🔥

typing cat typing cat typing cat
Typing SVG


🦉 SINWU LOK | System Scalable Refactoring

graph LR
    %% 樣式定義
    classDef legacy fill:#1a1a1a,stroke:#444,stroke-width:1px,color:#ff4444,stroke-dasharray: 2 2
    classDef surgeon fill:#e44d26,stroke:#fff,stroke-width:2px,color:#fff,font-weight:bold
    classDef result fill:#1b3d2f,stroke:#2ecc71,stroke-width:3px,color:#2ecc71,font-weight:bold

    %% 區域 1: 熵增混亂
    subgraph Zone_Legacy ["Chaos Technical Debt"]
        A["Legacy Complexity"] --- B["Resource Leaks"]
    end

    %% 區域 2: AI 智能驅動 (L -> R)
    subgraph Zone_Agentic ["Tool Chain"]
        direction LR
        T1[Agentic] --> T2[MCP / RAG] --> T3[Scalable]
    end

    %% 區域 3: 最終成果 (Green Circle)
    R((High Performance Scalable Assets))

    %% 連接邏輯
    Zone_Legacy ==> Zone_Agentic
    Zone_Agentic ==> R

    %% 樣式應用
    class A,B legacy
    class T1,T2,T3 surgeon
    class R result

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🩻 Projects

🏗️ Ongoing Projects

Focused on scalable architecture, agentic workflows, and market intelligence.

  • Atlas Assets

    • 🏛️ Monorepo Collections: Metadata-driven repository governance and technical navigation center.
  • Weaver Nodes MCP

    • 🕸️ Protocol Hub: Multi-model context protocol (MCP) server nodes and autonomous tool registry.
  • biu1-gh-rag2skill RAG

    • 🚀 RAG-to-Skill Core: Transforming repository context into actionable, production-ready GitHub Agent skills.
  • biu1-ragme-github RAG

    • 🧪 Agentic RAG: Advanced experimentation on LLM-driven GitHub automation skills.

🎓 Profile & Credentials

Verified professional milestones and atomic identity assets.

  • learning POW
    • 📖 Learning Sandbox: A monorepo for technical exercises and experiments.
  • credentials POW
    • 🎓 Proof-of-Work: Curated collection of certifications, credentials, and project highlights.

Credentials page: swlokzk.github.io/credentials/


🕹️ Tech Stack

Python Rust TypeScript Svelte Framer Dioxus

Copilot Gemini Claude CrewAI LangGraph


Activity Graph

GitHub Snake Ocean


🔭 Current Focus

- AI-driven Refactor Engineering
- Tokenized Intelligence
- Tokenization Economic
  (I don't think this direction exists, but it might appear in the future.)

- AI Governance & Tokenized Intelligence (illusionary)
- Data, identity, contribution, and access as tokenized primitives
- AI-mediated systems for decision-making and coordination
- Incentive design, governance, and economic mechanisms
- On-chain and off-chain intelligence workflows

💡 Random Dev Quote

Readme Quotes


📫 How to reach me

LinkedIn X

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  1. credentials credentials Public

    這個 repository 用來公開展示我已取得的 digital certifications / credentials(該 repo 含有 README 以及一份公開的 Pages)。

    Python

  2. atlas atlas Public

    AI‑agent maintained catalog using MCP for scoring; merges gated by GitHub‑Secrets governance.

    Jupyter Notebook

  3. biu1-ai-quant biu1-ai-quant Public

    This system is primarily intended for quantitative traders, researchers, and developers interested in applying AI to financial markets. It aims to provide a foundation for building and deploying au…

    Python 3