autoresearchclaw-4-capabilities-extractable-as-standalone-utilities
AutoResearchClaw contains 4 high-value capabilities worth extracting as standalone Oracle utilities independent of the paper pipeline: (1) Citation Verification — 4-layer verification (arXiv ID → DOI/CrossRef/DataCite → Semantic Scholar → LLM relevance), production-grade anti-hallucination; (2) Claim Verification — inline fact-checking for any text; (3) Academic Literature APIs — OpenAlex, Semantic Scholar, arXiv as a new evidence-gathering source tier; (4) AST-validated experiment execution — security scan + import check before running generated code. These utilities enhance ALL Oracle reports, not just academic papers.
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