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Auto-claude-code-research-in-sleep — wanshuiyin · AI Asset

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Auto-claude-code-research-in-sleep

插件

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.

wanshuiyinGitHub 公开资源索引Claude CodeCodex

安装与使用

16,680 GitHub Stars1 个插件包190 项组成内容Stars 同步于 2026年9月27日

概览安装与使用包含内容源码

aris

The ARIS skill set as a plugin — every mainline skill under skills/, plus /aris:setup, which registers the bundled Codex reviewer bridge (mcp-servers/codex-exec/) and points helper resolution at the plugin.

Claude Code · Codex

共 190 项匹配内容，示例会单独标注；未声明归属的内容不代表插件自动包含。

figure-spec技能

Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG. Use when user says

其他仓库内容 · 未声明插件包归属

formula-derivation技能

Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent deriva

其他仓库内容 · 未声明插件包归属

formula-derivation技能

Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent deriva

所属插件包：aris

gemini-search技能

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered

其他仓库内容 · 未声明插件包归属

gemini-search技能

Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered

所属插件包：aris

grant-proposal技能

Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU),

其他仓库内容 · 未声明插件包归属

grant-proposal技能

Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU),

其他仓库内容 · 未声明插件包归属

grant-proposal技能

Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU),

所属插件包：aris

idea-creator技能

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or w

所属插件包：aris

idea-creator技能

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or w

其他仓库内容 · 未声明插件包归属

idea-creator技能

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or w

其他仓库内容 · 未声明插件包归属

idea-discovery技能

Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery

其他仓库内容 · 未声明插件包归属

idea-discovery技能

Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to va

其他仓库内容 · 未声明插件包归属

idea-discovery技能

Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery

所属插件包：aris

idea-discovery-robot技能

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go fro

其他仓库内容 · 未声明插件包归属

idea-discovery-robot技能

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go fro

所属插件包：aris

idea-discovery-robot技能

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go fro

其他仓库内容 · 未声明插件包归属

integrity-forensics技能

Run the Anti-Autoresearch integrity-forensics DETERMINISTIC slice (numeric core + rules-only reporter) against a paper via a SHA-pinned thin launcher, then conv

所属插件包：aris

integrity-forensics技能

Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every prop

其他仓库内容 · 未声明插件包归属

interview-cheatsheet技能

Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, an

所属插件包：aris

interview-cheatsheet技能

Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, an

其他仓库内容 · 未声明插件包归属

invention-structuring技能

Structure a raw invention idea into a formal invention disclosure. Use when user says "构建发明", "structure invention", "发明构建", "invention disclosure", or wants to

所属插件包：aris

invention-structuring技能

Structure a raw invention idea into a formal invention disclosure. Use when user says "构建发明", "structure invention", "发明构建", "invention disclosure", or wants to

其他仓库内容 · 未声明插件包归属

jurisdiction-format技能

Compile patent application into jurisdiction-specific filing format. Use when user says "格式转换", "jurisdiction format", "国家格式", "compile patent", or wants format

所属插件包：aris

关于项目

原作者: wanshuiyin
许可证: MIT
上游更新: 2026年9月19日
内容扫描: 2026年9月27日

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