alpha-research

分类: 调研与分析 | 上传者: getcompanion-ai | 下载: 0 | 版本: v1.0（最新）

通过“alpha” CLI（alphaXiv 支持）搜索、阅读和查询研究论文。当用户询问学术论文、想要查找某个主题的研究、需要阅读特定论文、询问有关论文的问题、检查论文的代码存储库或管理论文注释时使用。

更新日志: Source: GitHub https://github.com/getcompanion-ai/feynman

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📄 SKILL.md 1.8 KB

SKILL.md

---
name: alpha-research
description: Search, read, and query research papers via the `alpha` CLI (alphaXiv-backed). 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 the `alpha` CLI via bash for all paper research operations.

## Commands

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

## Auth

Run `alpha login` to authenticate with alphaXiv. Check status with `feynman alpha status`, or `alpha status` once your installed `alpha-hub` version includes it.

## Examples

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

## When to use

- Academic paper search, reading, Q&A → `alpha`
- Current topics (products, releases, docs) → web search tools
- Mixed topics → combine both

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alpha-research

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