HYSEN LABS DIRECTORY
Verified repositories, classifications and analysis from the wanshuiyin organization.
ARIS (Auto-Research-In-Sleep), Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in, works with Claude Code, Codex, OpenClaw, or any LLM agent.
HERO = Hashing · Edge cases · Rubrics · Overbuild — the four shapes coding agents over-defend in. A paste-in contract that stops them. Works with Claude Code, Codex, Antigravity, Cursor, Copilot, Windsurf, Gemini CLI.
Bilingual (Chinese + English) ML / LLM / diffusion / agent interview cheat sheets for China's AI recruiting season, generated by ARIS /interview-cheatsheet and rendered by /render-html into single-file HTML that reads anywhere, plus a CV-to-DBLP fact-checked academic homepage generator and hand-authored long-form blogs.