autoresearchclaw-is-paper-factory-not-generic-research-engine
AutoResearchClaw (aiming-lab/AutoResearchClaw) is a 23-stage academic paper factory targeting conference-ready papers (NeurIPS/ICML/ICLR), not a generic research engine like Oracle’s AutoResearch skill. Key differentiators over current Oracle: OpenAlex+Semantic Scholar+arXiv academic APIs, 4-layer citation verification (arXiv→DOI→title match→LLM relevance), Docker-isolated experiment execution with AST validation, 2,699 tests, SmartPause HITL with 6 intervention modes, and MetaClaw cross-run skill evolution store. Current Oracle has zero citation integrity and no sandboxed experiment code execution.
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