AI、科技實作與跨領域創新

個人可視化：把想法、知識與工作狀態，轉成可理解、可操作的介面。
企業系統化：整合需求、流程、資料與協作，設計可持續運作的系統。

我主導需求定義、設計取捨、持續查核、測試驗收與迭代；AI 協作是實作方法，專案仍由我持續判斷與推進。

從問題研究與需求定義出發，連結領域知識、判斷、技術與創意，探索 AI 如何延伸人的理解、創作與執行能力。可洽產品構想與原型、軟體與互動介面、流程自動化、資料工具及 AI 輔助知識工作。

也可討論人機協作、多工具系統，以及查核、驗收與持續迭代。製造、商業、研究與內容工作的具體需求，都可先釐清情境、資料與限制，再評估可行的實作路徑。

系統設計 · Systems design
軟體原型 · Software prototyping
流程自動化 · Workflow automation
知識工程 · Knowledge engineering
多代理協作編排 · Multi-agent orchestration
規則型決策工具 · Rule-based decision tools
測試與驗收驗證 · Testing & acceptance validation

歡迎企業與機構洽談跨部門工作流程、系統整合、分階段導入及較大規模需求；依需求規模、技術條件與資源評估，協議分階段交付與合作資源安排。

依專案確認技術可行性、交付範圍與所需專業；不預設所有需求都能由單一工具或 AI 完成。

古籍、文史哲與撰寫

典籍解讀、史料與思想脈絡整理、中文內容研究與撰寫。協助把難讀的材料整理為清楚、可追溯的說明。

文本註解 / 研究摘要 / 文章與內容草稿

法學資料研究與爭點結構化

整理法學資料、文獻與來源，釐清概念、問題與論證結構，供後續研究與專業討論使用。

資料索引 / 爭點架構 / 來源對照與研究備忘

研究與文字整理服務，不提供律師代理，亦不取代個案法律意見。

易經解讀與堪輿文化觀察

從傳統典籍、文化與空間脈絡出發，提供易經解讀、堪輿文化研究及空間觀察；實地需求另洽地點與執行條件。

典籍解說 / 文化脈絡整理 / 空間觀察紀錄

屬文化與詮釋服務，不宣稱預測保證或科學效果。

AI, technology & cross-disciplinary innovation

Personal Visualization: turn ideas, knowledge and the state of your work into interfaces you can understand and use.
Business Systems Design: bring requirements, workflows, data and collaboration together in systems designed for ongoing operation.

I lead requirements definition, design decisions, ongoing verification, acceptance testing and iteration. AI collaboration is part of the implementation method; I guide and review the work throughout.

Start with problem research and requirements definition. Connect knowledge, judgment, technology and creativity to explore how AI can extend human understanding, creation and execution. Discuss product concepts and prototypes, software and interactive interfaces, workflow automation, data tools and AI-assisted knowledge work.

Engagements can also cover human–AI collaboration, multi-tool systems, verification, acceptance testing and iterative improvement. Bring a challenge from manufacturing, business, research or content work; we can clarify the context, data and constraints, then assess a practical implementation path.

Systems design
Software prototyping
Workflow automation
Knowledge engineering
Multi-agent orchestration
Rule-based decision tools
Testing & acceptance validation

Businesses and institutions are welcome to discuss cross-department workflows, systems integration, phased implementation and larger-scale requirements. Phased deliverables and collaboration resources are agreed following assessment of scope, technical conditions and resource needs.

Technical feasibility, deliverables and specialist needs are assessed per project. No assumption that one tool or AI can solve every requirement.

Classical texts, humanities & writing

Interpret classical texts, trace historical and philosophical context, and develop Chinese-language research and writing. Turn difficult material into clear explanations with traceable sources.

Annotated texts / Research summaries / Articles and content drafts

Legal scholarship & issue mapping

Organize legal literature, materials and sources. Structure concepts, questions and arguments for further research and professional discussion.

Source indexes / Issue maps / Comparative notes and research memos

Research and writing support only. No attorney representation or substitute for case-specific legal advice.

I Ching & traditional spatial culture

I Ching interpretation, feng shui cultural research and spatial observation grounded in traditional texts and cultural context. On-site work may be discussed separately, subject to location and practical arrangements.

Textual interpretation / Cultural-context notes / Spatial observations

Cultural and interpretive services. No guaranteed predictions or claims of scientific effects.