Summary
Orchestrates parallel searches across Semantic Scholar, arXiv, OpenAlex, and CrossRef, then merges and deduplicates results into structured JSONL with BibTeX entries. The real workflow here is query expansion into 2-4 variants, followed by citation-weighted ranking that balances recency, venue quality, and relevance. Semantic Scholar is treated as primary for ML/AI papers since it includes proper BibTeX, while arXiv catches the last three months of preprints. Nice touch: it can download arXiv source LaTeX files directly. The venue tier system is opinionated but sensible, clearly marking NeurIPS/ICML as top tier and flagging preprints. Use this when you need a proper literature survey with mergeable citations, not just Google Scholar copypasta.
Install to Claude Code
npx -y skills add lingzhi227/agent-research-skills --skill literature-search --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
