18-year-old developer from Taiwan 🇹🇼 who loves open source.
🤖 AI agents & harness engineering: multi-agent orchestration for long-running coding agents
🔌 Embedded systems: RISC-V, Edge AI, mmWave radar, ESP32 and Raspberry Pi
🥇 Gold, Andes RISC-V Contest · 🥇 Gold, All Ring Tech Innovation Contest
| Highlight | Project |
|---|---|
| 🔥 #1 on GitPop JavaScript weekly trending |
ReelMimic: a multi-agent harness that turns Claude Code or Codex into a video crew. Show it a video you love: up to 6 agents build a new one in the same style, and a fresh agent reviews every shot, so no agent grades its own work. |
| 🏆 Nantou track winner MODA Civic Action Hub 2026 |
AidFlow: disaster reporting platform built with Nantou County Government. Citizens report without logging in, nearby reports merge into cases, and county staff triage them. Demo site |
| 🏆 Merit Award DIGITIMES GenAI Hackathon 2026 |
Family Avatar: grandparents speak Taiwanese, and an AI family member answers on video in ~2 s. Runs end to end on one A10G GPU. |
| 🏆 Winning Team MODA Civic Tech Challenge |
ResQLink: describe a disaster in one sentence; an AI agent picks from 72 modules and generates the whole relief system. |
| 📈 1.72× tokens/s −42% cost per token |
TuneForge: tunes LLM inference on Arm64 cloud. An AI agent reads hardware counters and proposes the next experiment; the harness changes one setting at a time, measures it, and rejects anything that hurts model quality. |
📦 pip install promptc |
promptc: grades your Claude Code setup (A–F) for duplicated skills and wasted context. |
| Project | Merged PRs | Highlights |
|---|---|---|
 OpenClaw ⭐ 394k |
81 | Top external contributor to the LINE channel, ~45% of its code |
 Microsoft APM ⭐ 4.2k |
48 | #1 external contributor, fixed an enterprise credential leak (#1459) |
 NVIDIA CCCL · TensorRT-LLM |
15 | Single-pass is_partitioned, one GPU kernel launch instead of two, up to 2× faster (#8427) |
 llama.cpp ·  RAGFlow ·  openai-python · more |
5 | CUDA kernel fix in llama.cpp, RAG and SDK fixes |
All merged PRs by repo (auto-updated weekly)
