autoresearchclaw-complements-oracle-not-competes
AutoResearchClaw (v0.4.0, 23 stages, 8 phases, 3 gate stages, 2,699 tests) is an academic paper factory (LaTeX, BibTeX, peer review simulation) while Oracle’s AutoResearch skill is a generic optimization/research engine. They serve orthogonal purposes — AutoResearchClaw generates publishable conference papers while Oracle produces board-ready intelligence reports. The correct integration is AutoResearchClaw as Oracle Organ: dedicated container, MCP server invocation, capability extraction for citation verification and claim verification, and bidirectional Vault/Graphiti intelligence flow.