autoresearchclaw-four-capabilities-for-standalone-extraction
The four highest-value AutoResearchClaw capabilities to extract as standalone Oracle utilities are: (1) Citation Verification — 4-layer pipeline (arXiv ID → CrossRef/DataCite DOI → Semantic Scholar title match → LLM relevance); (2) Claim Verification — inline fact-checking against evidence base; (3) Academic Literature APIs — OpenAlex + Semantic Scholar + arXiv unified search; (4) AST-validated code execution — security scan + import whitelist before running experiment code. Exposing these as standalone MCP tools makes them available to any Oracle agent, not just the ResearchClaw pipeline.
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