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1. Auto-claude-code-research-in-sleep Auto-claude-code-research-in-sleep Public

   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…

   Python 12.9k 1.2k

2. Anti-Autoresearch Anti-Autoresearch Public

   Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, ver…

   Python 71 2

3. ARIS-in-AI-Offer ARIS-in-AI-Offer Public

   Bilingual (中文+EN) ML / LLM / diffusion / agent interview cheat sheets for AI 秋招 — generated by ARIS /interview-cheatsheet, rendered by /render-html into single-file HTML, reads anywhere — plus a CV…

   Python 261 10

4. ARIS-Movie-Director ARIS-Movie-Director Public

   Agentic, long-horizon visual generation: a fuzzy story → a cross-model-audited image-based movie. Brings ARIS's research-wiki + multi-agent debate to multimodal generation (intelligence lives in th…

   Python 38 2

5. ARIS-Anything ARIS-Anything Public

   Generalizing ARIS from 科研 to 研究 — same five-step loop (plan · draft · adversarial review · iterate · persist) applied beyond academic research to investment DD, legal, market, self-directed learnin…

   36 1

6. AAAI-2023-The-Learnability-of-Nonlinear-SSL AAAI-2023-The-Learnability-of-Nonlinear-SSL Public

   This project is the code for AAAI 2023 paper "Understanding Representation Learnability of Nonlinear Self-Supervised Learning".

   Python 4