skills/alpha-research/SKILL.md
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.
npx skillsauth add maedoc/tvb-wiki alpha-researchInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Use the alpha CLI via bash for all paper research operations.
| 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 |
Run alpha login to authenticate with alphaXiv. Check status with feynman alpha status, or alpha status once your installed alpha-hub version includes it.
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"
alpharesearch
Set up a recurring research watch on a topic, company, paper area, or product surface. Use when the user asks to monitor a field, track new papers, watch for updates, or set up alerts on a research area.
development
Build and deploy the TVB research wiki as a static site using MkDocs and GitHub Pages.
development
Full pipeline for maintaining the TVB research wiki: hourly arXiv ingestion, static site build, git commit, and GitHub Pages deployment.
documentation
arXiv paper ingestion for the TVB research wiki: fetch new papers, extract entities/concepts, update raw/ and meta/.