wanshuiyin

Yang Ruofeng Joined Jan 2021 425 followers View on GitHub

Stars
20,967
across 15 public repos
Rank
#1,183
of 327,612 users, top 0.4%
Up 39 places this week

Repositories with 50+ stars

wanshuiyin's repositories with their overall rank
RankRepositoryLanguageStars
2,493

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 —...

Python 19,038
79,139

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,...

Python 829
98,934

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...

Python 651
300,951

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,...

Python 181
552,769

SuperARIS — Your personal research agent with ARIS (Auto Research In Sleep), powered by a team of agents.

Python 85
597,949

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...

Python 77
746,444

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...

Markdown 58
839,060

Agentic loop image generation without diffusion or autoregressive image models. Coding agents draw in p5.js, using iterative refinement and adversarial visual review for high-fidelity art and...

HTML 50

Among 327,612 users

16k–25k stars: 808 users, including wanshuiyin

Stars along the bottom, and users in each band on a log scale

Where the stars are

Languages

  1. Python 20.9k stars, 99% · 6 repos
  2. Markdown 58 stars, <1% · 1 repo
  3. HTML 50 stars, <1% · 1 repo

When they were made

8 repos with 50+ stars, made in 2026

Quick stats

Next rank
+24 stars to reach #1,182
Next milestone
+28,655 stars to reach the top 0.1%
Public repos
15, 8 with 50+ stars
Popular repos
1 over 1k stars, 1 over 10k stars
Top repo
Auto-claude-code-research-in-sleep, #2,493 of all repos, 91% of stars

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