Auto-claude-code-research-in-sleep

Name: Auto-claude-code-research-in-sleep
Author: wanshuiyin

Verified

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.

11,968stars

1,098forks

Python

Added 3/12/2026

View on GitHub Download ZIP Scan for vulnerabilities

AI Agentsai-researchai-toolsarisautonomous-agentclaude

Installation

# Add to your Claude Code skills
git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep

Getting Started

Guides for using ai agents skills like Auto-claude-code-research-in-sleep.

Security ReportVerified

Last scanned: 4/18/2026

{
  "issues": [],
  "status": "PASSED",
  "scannedAt": "2026-04-18T05:43:40.797Z",
  "semgrepRan": false,
  "npmAuditRan": true,
  "pipAuditRan": true
}

README.md

Agentic AI for Beginners

Build your first AI agent from scratch - tool use, ReAct pattern, memory, deployment

41 minBeginner

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Auto-claude-code-research-in-sleep (ARIS ⚔️🌙)

· · · · · · · · 💬 Join Community ·

💡 Use ARIS as a skill-based workflow in Claude Code / Codex CLI / Cursor / Trae / Antigravity / GitHub Copilot CLI / OpenClaw, or get the full experience with the standalone CLI — enjoy any way you like!

🌱 ARIS is a methodology, not a platform. What matters is the research workflow — take it wherever you go.

🔥 ARIS natively fits any agent's ultracode-style deep mode — the breadth/firepower pass adapts to the runtime (Claude Code ultracode + workflows on Opus 4.8, Codex spawn_agent, or plain sequential), feeding three roles: breadth · cross-model review → accuracy · research wiki → memory. However a loop is driven, it reports to the same cross-model jury + research wiki — it can drive, never acquit.

🤖 AI agents: Read AGENT_GUIDE.md instead — structured for LLM consumption, not human browsing.

🚀 Beyond 科研 → 任何 "研究"：ARIS-Anything 把 ARIS 的五步 loop（plan / draft / 对抗审 / 迭代 / 持久化）推广到非学术的结构化研究——投资尽调 / 法律研究 / 市场研究 / 自驱学习 / 调查新闻 / 工程复盘等。

🎯 准备 2026 AI 秋招？ → 🌐 ARIS-in-AI-Offer · GitHub repo · 中文 README —— 23 篇双语 ML / LLM / 多模态 / 生成式 / Agent 面试 cheat sheet，每篇 = 公式推导 + 从零 PyTorch + 25 高频面试题（L1 / L2 / L3），全部由 ARIS 的 /render-html 自动生成。希望大家秋招轻松一点 🌱

📖 Preview from the Diffusion Foundations cheat sheet — every tutorial in ARIS-in-AI-Offer follows the same three-pillar structure (foundations / interview Q&A / runnable code).

🌐 Same workflow, different deliverable — ARIS-Homepage v1 live demo (CV → fact-checked single-file academic homepage via /homepage-generator).

📝 Three long-form blogs, cross-model collaborative writing via /render-html — Continuous DLM — a representation-perspective survey (2026 H1) · Cosmos 3 — understanding + generation in one Transformer (MoT) · Diffusion × representation × manifold learning.

🛰 社区好物 · Claude Fleet（by @tianyilt）—— 一个本地只读数据看板，同时盯住你开的一堆 Claude Code / Codex 窗口：triage（谁在干活 / 等你点权限 / 跑完了）· 一键 Focus 跳到对应终端 · ~50ms 全文搜所有 transcript · skill / memory 用量分析。像 ARIS 这种动辄并行一片 agent 的工作流特别合适。好用的话点个 ⭐

🪟 更轻的自家选择 · ARIS-Monitor —— 不想开浏览器？ARIS 自带一个 macOS 置顶悬浮小窗(纯 Python stdlib,无浏览器 · 无 Chrome 扩展):只盯"哪个会话在等你授权" 🔴,点一行直接跳到那个终端。Claude Fleet = 全功能网页看板;ARIS-Monitor = 同一想法的极简常驻版,各取所需。

# part of this repo — no extra clone, no pip install, no browser:
cd aris-monitor && ./run.sh
# a borderless panel floats top-right; click a row to jump to that terminal

git clone https://github.com/tianyilt/claude-fleet
cd claude-fleet && bash run.sh
# open http://127.0.0.1:7878 in your browser

🔥 ARIS-Code CLI — 独立安装版 · English | ⬇️ Download

📰 ARIS-Code v0.4.5 → v0.4.16 (2026-05/06) — a twelve-release polish run: new providers (DeepSeek V4 Pro / Xiaomi MiMo / Qwen 3.6 / Doubao / Custom OpenAI-compatible / DashScope), first-class reasoning + tool-use, stream + MCP reliability (closes #228 / #151 / #172 / #249), REPL history + Ctrl+R search (#274), security hardening (system-prompt secret redaction; opt-in sandbox.strictMode, #238; subagent credential-leak guard), multi-provider pricing, skills bundle + drift-CI sync, and assorted fixes (#232 DeepSeek deprecation, PermissionMode silent-allow, hardcoded date, reviewer reset). Per-release detail below. Credits: @GetIT-Sunday, @Anduin9527, @GO-player-hhy, @Jxy-yxJ, @screw-44, @StevenUST, @opposj, @ShijunLei-cn, @algojogacor.

v0.4.16 (2026-05-30) — REPL UX + provider hardening, shipped under a zero-regression discipline: 64 characterization ("golden") tests locked the current provider-routing / pricing / reviewer / subagent / REPL behavior first, then stayed green through every change. Closes #274: command history now persists to ~/.config/aris/history (0600) and reloads on startup, with an ARIS_NO_HISTORY kill-switch and a disk-only secret-skip (credential-looking lines stay in in-session history but never touch disk); bash-style Ctrl+R reverse incremental search (CJK display-width-aware single-line render; no existing key binding changed; no new dependency). Security: an OpenAI-family main session (Kimi / GLM / MiniMax / …) spawning a subagent previously silently billed the user's Anthropic OAuth/Keychain credential — it now fails loud with a clear, credential-free error; full OpenAI-family subagent routing is a cross-crate change deferred to v0.4.17. Groundwork (no