Big Stephen stephenlzc

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🧑‍🔬 About Me

👨‍🔬 Professional Identity

BioTech Professional — Specialized in Assisted Reproduction & Oncology Molecular Diagnostics
MBA Student — Researching NIPT Product Global Marketing Strategy
AI Tools Creator — Building Claude / DeepSeek Skills, Agent workflows, and reusable research tooling

🎯 Core Philosophy

"I don't just want to do my job well. I want to transform my experience, judgment, methods, and tools into my own sustainable competitive advantage."

Cross-Domain Thinker: Medicine × Business × Technology × Communication

🛠️ Tech Stack

Core Skills

Professional Domains

Analysis Frameworks

Agent / Skill Ecosystem

⭐ Recent Contributions

vibe-usage

Track your AI coding tool token usage and sync to vibecafe.ai — one CLI, automatic device pairing.

_{Node CLI · Device-Flow Auth · Background Daemon · Multi-tool Detection}

_{Recent work: launched 2026-09 · npx-friendly init · CI / headless mode · multi-tool usage sync}

WeSight

Open-source desktop AI agent workspace — one-click setup for Claude Code / Codex / OpenClaw / Hermes Agent.

_{Desktop Console · Model Router · Visual Workflow · Runtime Metrics · IM Integration}

_{My contribution: merged PR #26 · 3 commits · Cowork shell PATH probing & user-config isolation}

🚀 Core Projects

AI-Powered-Literature-Review-Skills

AI-powered systematic literature survey tool with 8-phase workflow and Agent Swarm architecture.

Academic Literature Review Automation

humanize-mba-text-skill

AI writing pattern detection and removal tool for Chinese MBA theses.

AIGC Detection Thesis Rewrite MBA

bibtex-literature-review

Generate Word literature reviews from BibTeX / RIS / CSL JSON with GB/T 7714, APA, IEEE, etc. — clickable REF citations.

BibTeX Word GB/T 7714 Skill

sci-introduction

A Claude Skill for writing publication-ready literature reviews with structured gap logic.

Academic Claude Skill Literature Review

dsh-swarm-panel

Conversation Flow observability and durable multi-agent orchestration panel for DeepSeek Harness.

DeepSeek Harness Multi-Agent Observability

aiseact

AI Search Enhancement and Cross-verification Tool — Making AI search more accurate, away from garbage information.

Search Enhancement Info Verification CLI

📈 Trends & Data

Star History

Contribution Graph

🧠 Mindset

Problem-Oriented → Structured Deconstruction → Systematic Reconstruction 
→ Standardized Documentation → Automated Reusability

🧠 My Characteristics

Dimension	Description
🔬 Professional Foundation	Assisted Reproduction, Oncology Diagnostics, NIPT, Methylation, MRD, IVF Consulting
📊 Business Analysis	Medical Value → Market Value Conversion, Clinical Awareness, Market Education, Channel Synergy
🤖 AI Leverage	Claude / DeepSeek Skill Authoring, Agent Workflows, Prompt Engineering, Knowledge Base Construction
🛠️ Open Source	Ecosystem curation (awesome-* lists), reusable tooling shipped as Skills / CLI
✍️ Content Productization	Methodology Documentation, Templatization, Framework Design, PRD Writing

🔭 Current Explorations

📚
Second Mentor Program
_{MBA Thesis Coaching & Research Skills}
_{Coaching Only, No Ghostwriting}

🧰
Competence Assetization
_{Experience → Method → Tool → System}
_{Making Methods Work Without Me}

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