AlphaXiv Paper Lookup
SkillDocs & knowledgeLook up any arxiv paper on alphaxiv.org to get a structured AI-generated overview. This is faster and more reliable than trying to read a raw PDF.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the AlphaXiv Paper Lookup skill
What this skill tells your AI
The instructions your AI receives, as published by wandb/senpai in plugins/senpai/skills/alphaxiv-paper-lookup/SKILL.md and read by ahel’s review.
Look up any arxiv paper on alphaxiv.org to get a structured AI-generated overview. This is faster and more reliable than trying to read a raw PDF.
When to Use
- User shares an arxiv URL (e.g.
arxiv.org/abs/2401.12345) - User mentions a paper ID (e.g.
2401.12345) - User asks you to explain, summarize, or analyze a research paper
- User shares an alphaxiv URL (e.g.
alphaxiv.org/overview/2401.12345)
Workflow
Step 1: Extract the paper ID
Parse the paper ID from whatever the user provides:
| Input | Paper ID |
|---|---|
https://arxiv.org/abs/2401.12345 | 2401.12345 |
https://arxiv.org/pdf/2401.12345 | 2401.12345 |
https://alphaxiv.org/overview/2401.12345 | 2401.12345 |
2401.12345v2 | 2401.12345v2 |
2401.12345 | 2401.12345 |
Step 2: Fetch the machine-readable report
curl -s "https://alphaxiv.org/overview/{PAPER_ID}.md"
This returns the intermediate machine-readable report — a structured, detailed analysis of the paper optimized for LLM consumption. One call, plain markdown, no JSON parsing.
If this returns 404, the report hasn't been generated for this paper yet.
Step 3: If you need more detail, fetch the full paper text
If the report doesn't contain the specific information the user is asking about (e.g. a particular equation, table, or section), fetch the full paper text:
curl -s "https://alphaxiv.org/abs/{PAPER_ID}.md"
This returns the full extracted text of the paper as markdown. Only use this as a fallback — the report is usually sufficient.
If this returns 404, the full text hasn't been processed yet. As a last resort, direct the user to the PDF at https://arxiv.org/pdf/{PAPER_ID}.
Error Handling
- 404 on Step 2: Report not generated for this paper.
- 404 on Step 3: Full text not yet extracted for this paper.
Notes
- No authentication required — these are public endpoints.
Signals
- GitHub stars
- 34
- Forks
- 5
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
alphaxiv-paper-lookup- Source
- github.com/wandb/senpai