Openseed

When the user wants to research academic papers → search ArXiv, extract PDFs, summarize/review/Q&A, generate experiment code.

cklxx 410ce4d 5 files · 11.8 KB Updated

File contents

OpenSeed — AI 论文调研

AI-powered research CLI — 论文检索、摘要、评审、问答、实验代码生成。

典型场景

  • 搜索某方向的论文:openseed paper search "diffusion models"
  • 深度调研 + 趋势分析:openseed agent search "multi-agent systems"
  • 一键流水线(搜→选→分析→入库):openseed agent pipeline "ViT image classification"
  • 论文摘要/评审:openseed agent summarize <id> / openseed agent review <id>
  • 自由研究问答:openseed agent ask "What is RLHF?"
  • 生成实验代码:openseed agent codegen <id>

命令

# 搜索论文(按引用数排序)
openseed paper search "attention" --count 20

# 添加论文到本地库
openseed paper add https://arxiv.org/abs/1706.03762

# AI 摘要(支持 --cn 中文)
openseed agent summarize <id>

# 研究问答
openseed agent ask "What is RLHF?"

# 一键调研流水线
openseed agent pipeline "ViT image classification"

前置

  • Python 3.11+,pip install openseed
  • ANTHROPIC_API_KEYclaude setup-token
  • openseed doctor 检查环境,openseed setup 配置认证

cklxx/elephant.ai/tree/main/skills/openseed commit 410ce4d1df

Frequently asked questions

npx skillmds@latest add cklxx/openseed