autoresearchclaw-complements-oracle-academic-paper-factory

AutoResearchClaw (v0.4.0, aiming-lab/AutoResearchClaw) is not a replacement for the Oracle but a complementary academic paper factory: topic → conference-ready LaTeX/BibTeX paper via 23-stage pipeline, 8 phases, 3 gate stages. Key capabilities Oracle lacks: 4-layer citation verification (arXiv ID → DOI → Semantic Scholar title → LLM relevance), academic literature APIs (OpenAlex, Semantic Scholar, arXiv), AST-validated sandboxed experiment execution, and per-stage human-in-loop intervention. Oracle’s strengths are domain-agnostic optimization loops, Vault/Graphiti compounding, and enterprise intelligence reports.

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