Agent Skills › companion-inc/feynman › alpha-research

alpha-research

GitHub

提供学术文献的搜索、阅读、问答及代码仓库查看功能，支持语义与关键词检索，可管理论文注解。

skills/alpha-research/SKILL.md companion-inc/feynman

Trigger Scenarios

用户询问学术论文相关内容需要查找特定主题的研究报告要求阅读或解析具体论文内容针对论文提出具体问题检查论文关联的代码库管理论文的个人注解

Install

npx skills add companion-inc/feynman --skill alpha-research -g -y

More Options

Use without installing

npx skills use companion-inc/feynman@alpha-research

指定 Agent (Claude Code)

npx skills add companion-inc/feynman --skill alpha-research -a claude-code -g -y

安装 repo 全部 skill

npx skills add companion-inc/feynman --all -g -y

预览 repo 内 skill

npx skills add companion-inc/feynman --list

SKILL.md

Frontmatter

{
    "name": "alpha-research",
    "description": "Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools. Use when the user asks about academic papers, wants to find research on a topic, needs to read a specific paper, ask questions about a paper, inspect a paper's code repository, or manage paper annotations."
}

Alpha Research CLI

Use visible Feynman alpha tools when they are available. For shell commands, use feynman alpha ...; do not call the user's bare global alpha binary because it can be stale or unpatched.

Commands

Command	Description
`feynman alpha search "<query>"`	Search papers. Prefer `--mode semantic` by default; use `--mode keyword` only for exact-term lookup and `--mode agentic` for broader retrieval.
`feynman alpha get <arxiv-id-or-url>`	Fetch paper content and any local annotation
`feynman alpha get --full-text <arxiv-id>`	Get raw full text instead of AI report
`feynman alpha ask <arxiv-id> "<question>"`	Ask a question about a paper's PDF
`feynman alpha code <github-url> [path]`	Read files from a paper's GitHub repo. Use `/` for overview
`feynman alpha annotate <paper-id> "<note>"`	Save a persistent annotation on a paper
`feynman alpha annotate --clear <paper-id>`	Remove an annotation
`feynman alpha annotate --list`	List all annotations

Auth

Run feynman alpha login to authenticate with alphaXiv. Check status with feynman alpha status.

Examples

feynman alpha search "transformer scaling laws"
feynman alpha search --mode agentic "efficient attention mechanisms for long context"
feynman alpha get 2106.09685
feynman alpha ask 2106.09685 "What optimizer did they use?"
feynman alpha code https://github.com/karpathy/nanoGPT src/model.py
feynman alpha annotate 2106.09685 "Key paper on LoRA - revisit for adapter comparison"