autoresearchclaw-is-paper-factory-complementary-to-oracle

AutoResearchClaw (v0.4.0, GitHub: aiming-lab/AutoResearchClaw) is an academic paper factory — topic to conference-ready LaTeX paper in 23 stages, 8 phases. It is NOT a general optimization engine. Key differentiators over our AutoResearch skill: 4-layer citation verification (arXiv ID → DOI → title match → LLM relevance), OpenAlex + Semantic Scholar + arXiv APIs, AST-validated sandboxed experiment execution, peer review simulation, and ACP support for Claude Code/OpenClaw. It is complementary, not competing — deploy as Oracle organ for paper generation while extracting its citation/claim verification utilities for all Oracle reports.

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