ishuowang ishuowang

ishuowang

Applied AI researcher · Open-source systems builder

Building agent infrastructure, developer tools, self-hosted products, and practical ML systems.
研究智能体基础设施，也把机器学习、协议与产品想法做成可运行的软件。

	Agent Role Hub Portable, verifiable roles for Claude Code, Codex, OpenCode, Pi, DSH, and other AI harnesses. `agent roles` `registry` `TypeScript` _{Repository ↗ · Live catalog ↗ · DSH bridge ↗}
	Agent Team Room Native multi-agent rooms that connect independent sessions, with optional context relay and RoleHub integration. `multi-agent` `DSH plugins` `native UI` _{Room ↗ · Sideband ↗ · RoleHub bridge ↗}
	Miusix A self-hosted music server and player for Web, iOS, and Android. `music` `self-hosted` `React` _{Repository ↗ · Live app ↗}
	Linkix A calm, self-hostable resolver for public media links you are allowed to save. `media tools` `Python` `Vercel` _{Repository ↗ · Live app ↗}
	Disin Skeuomorphic CSS components with DaisyUI-compatible classes and an installable Agent Skill. `design system` `CSS` `AI-ready` _{Repository ↗ · Live gallery ↗}
	SaTaNet Paper-backed structure- and texture-aware learning for cephalometric landmark localization. `medical imaging` `PyTorch` `research` _{Code ↗ · Paper ↗}

Focused upstream fixes around correctness, edge cases, and developer experience.

	egui · `Contributor` Fixed color-picker RGB drift while editing alpha; improving viewport safe-area input handling. _{#8483 merged · #8484 in review}
	OpenCode · `PR in review` Corrected proxy forwarding for headers nominated by Connection under RFC 9110. _{#47771 in review}
	Hermes Agent · `PRs in review` Hardened output-limit parsing and fixed stale state in live voice submission. _{#104998 · #105509 in review}

2026 Does Source Data Harm Adaptation? A Mixed-Supervised Degradation-Aware Framework — IEEE Transactions on Multimedia · domain adaptation computer vision
2026 SaTaNet: Structure-aware and Texture-aware end-to-end Network for cephalometric landmark localization on a new large dataset — Biomedical Signal Processing and Control · medical imaging deep learning · Code
2020 Identification and Detection of Surface Defects of Outer Package Printed Matter Based on Machine Vision — Journal of Korea Technical Association of The Pulp and Paper Industry · machine vision defect detection

_{Understand deeply · Build simply · Keep exploring}