autoresearchclaw-capability-extraction-strategy

Rather than using AutoResearchClaw only as a monolithic paper factory, its 4 highest-value capabilities were extracted as standalone Oracle utilities: Citation Verification (4-layer: arXiv → CrossRef/DataCite → Semantic Scholar → LLM), Claim Verification (inline fact-checking for any ORACLE output), Academic Literature APIs (OpenAlex + Semantic Scholar + arXiv), and AST-validated experiment execution (security scan + import check). These standalone utilities enrich everyday intelligence reports without requiring a full 23-stage paper pipeline invocation.

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