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.
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
