autoresearchclaw-complementary-to-oracle-not-competing
AutoResearchClaw (v0.4.0) is an academic paper factory (23-stage pipeline → LaTeX/BibTeX/peer review) while Oracle AutoResearch (v2.5.0) is a generic optimization/research loop engine. They are complementary: AutoResearchClaw adds citation verification, OpenAlex/Semantic Scholar/arXiv APIs, sandboxed AST-validated experiment execution, and MetaClaw self-evolving skills. The integration decision: full ‘Oracle Organ’ approach — dedicated container + MCP server + capability extraction + bidirectional Vault/Graphiti intelligence flow.