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WenyuChiou/README.md

Hi, I'm Wenyu πŸ‘‹

PhD candidate at Lehigh University (CEE / Center for Catastrophe Modeling and Resilience), part of the Complex Adaptive Water Systems (CAWS) lab under Prof. Y.C. Ethan Yang.

I build AI agent systems that interact with real environments β€” not chatbot benchmarks. My PhD research embeds LLM agents in flood-adaptation simulations using real household data (Passaic River Basin, NJ, 2011–2023). My broader AI interests: multi-agent collaboration, agents under risk and uncertainty, and AI tooling for research workflows. I ship the infrastructure I use day-to-day as open-source Claude Code skills.

πŸ‡ΉπŸ‡Ό From Taiwan Β· πŸ“ Bethlehem, PA Β· πŸŽ“ PhD 2024–2027

Research

🌊 FLOODABM Agent-based model coupled with a catastrophe simulator β€” household flood adaptation in the Passaic River Basin (NJ, 2011–2023)
πŸ€– WAGF Water Agent Governance Framework β€” LLM agents as bounded-rational decision-makers; addresses the logic-action gap (when agent reasoning and action diverge)

AI tooling β€” open-source Claude Code skills & plugins

🧰 ai-research-skills 5 plugins · 14 research skills · install in one command
🀝 agent-collab-skills 5 skills for multi-agent orchestration β€” task splitter, output reconciler, debate, shared memory, acceptance gate
πŸ“š zotero-skills Programmatic Zotero CRUD β€” search, add, classify, annotate, organize literature
πŸ”§ codex-delegate Β· gemini-delegate-skill Single-agent delegation skills used by the marketplaces above

Research focus

LLM Agents Β· Agent-Based Modeling Β· Multi-Agent Systems Β· Catastrophe Modeling Β· Decision-Making Process Β· Flood Risk Management Β· Human-Environment Interaction

Where to find me

Looking for Summer 2027 Applied Scientist / ML Engineer internships in agent systems Β· ζ­‘θΏŽδΎ†δΏ‘θ¨Žθ«–

Pinned Loading

  1. codex-delegate codex-delegate Public

    Claude Code skill for using Codex CLI as an execution specialist for implementation-heavy coding work, multi-file refactors, and wrapper-based execution flows.

    PowerShell 57 3

  2. gemini-delegate-skill gemini-delegate-skill Public

    Claude Code skill for using Gemini CLI for large-context synthesis, English or zh-TW/CJK long-form drafting, and second-opinion review.

    PowerShell 34 8

  3. zotero-skills zotero-skills Public

    A skill for managing Zotero references programmatically β€” search, add, classify, annotate, and organize literature.

    Python 15 1

  4. research-hub research-hub Public

    AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard.

    Python 12 1

  5. ai-research-skills ai-research-skills Public

    13 Claude Code skills for common research tasks β€” literature triage, research design, project context, manuscript writing, and multi-AI delegation. 5-plugin marketplace, install in one command.

    Python 39 2

  6. agent-collab-skills agent-collab-skills Public

    Claude Code marketplace for multi-agent collaboration β€” task splitter, output reconciler, adversarial debate, shared memory, acceptance gate. Composes with codex-delegate / gemini-delegate.

    Python