literature-searchlisted

# Literature Search Search multiple academic databases to find relevant papers. ## Input - `$ARGUMENTS` — The search query (natural language) ## Scripts ### Semantic Scholar (primary — best for ML/AI, has BibTeX) ```bash python ~/.claude/skills/deep-research/scripts/search_semantic_scholar.py \ --query "QUERY" --max-results 20 --year-range 2022-2026 \ --api-key "$(grep S2_API_Key /Users/lingzhi/Code/keys.md 2>/dev/null | cut -d: -f2 | tr -d ' ')" \ -o results_s2.jsonl ``` Key flags: `--peer-reviewed-only`, `--top-conferences`, `--min-citations N`, `--venue NeurIPS ICML` ### arXiv (latest preprints) ```bash python ~/.claude/skills/deep-research/scripts/search_arxiv.py \ --query "QUERY" --max-results 10 -o results_arxiv.jsonl ``` ### OpenAlex (broadest coverage, free, no API key) ```bash python ~/.claude/skills/literature-search/scripts/search_openalex.py \ --query "QUERY" --max-results 20 --year-range 2022-2026 \ --min-citations 5 -o results_openalex.jsonl ``` ### Merge & Deduplicate ```bash python ~/.claude/skills/deep-research/scripts/paper_db.py merge \ --inputs results_s2.jsonl results_arxiv.jsonl results_openalex.jsonl \ --output merged.jsonl ``` ### CrossRef (DOI-based lookup, broadest type coverage) ```bash python ~/.claude/skills/literature-search/scripts/search_crossref.py \ --query "QUERY" --rows 10 --output results_crossref.jsonl ``` Key flags: `--bibtex` (output .bib format), `--rows N` ### Download arXiv Source (get .tex files) ```bas