autoresearchclaw-four-capability-gaps-filled-in-oracle
AutoResearchClaw fills 4 specific gaps in the Oracle stack that previously did not exist: (1) 4-layer citation verification chain (arXiv ID → DOI/CrossRef → Semantic Scholar title match → LLM relevance check), (2) inline claim verification against evidence base, (3) academic literature APIs (OpenAlex + Semantic Scholar + arXiv) as a new evidence source tier, and (4) AST-validated sandboxed experiment execution with NaN/Inf fast-fail. These should be exposed as standalone MCP tools reusable outside the full paper pipeline.