paper-searchlisted

# Paper Search Skill Unified paper search across **arXiv**, **DBLP**, **OpenAlex**, **OpenReview** (NeurIPS / ICLR / ICML), **Semantic Scholar**, and **Crossref** using `./scripts/search_papers.py`. All sources are searched **concurrently** (in parallel threads) by default for maximum speed. Returns results grouped by source. ## When to use Trigger this skill when the user asks things like: - "Find papers on X published between 2023 and 2025." - "Search NeurIPS / ICLR / ICML for work on X." - "Get arXiv + Semantic Scholar results for X." - "Show me recent prior art on X." ## Inputs (all auto-inferred — NEVER ask the user for confirmation or clarification) Derive these automatically from the user's message. Run the search immediately without asking for confirmation: - **query**: Rephrase the user's question into a focused search phrase. - **start_year** (int): If the user gives a year, use it directly. If they say "last 2 years", compute from today. Default: 2 years ago. - **end_year** (int): Default: current year. - **max_papers** (int): Number of results per source. Default: 10. - **sources**: Which sources to query. Default: all 6 API sources plus the model-knowledge source, in this canonical order (highest-signal first, so the best results render before the user scrolls): `semantic_scholar open_alex arxiv openreview crossref dblp model_knowledge`. Only restrict sources if the user explicitly asks. ## How to run Preferred: call the CLI directly. The script