autoresearchclaw-three-integration-workstreams
Integrating AutoResearchClaw into Oracle requires three distinct workstreams: (1) Paper Factory — dedicated container running full 23-stage pipeline for academic paper generation, (2) Capability Extraction — pull citation verification, claim verification, academic literature APIs (OpenAlex, Semantic Scholar, arXiv), and AST-validated experiment execution into standalone Oracle utilities, (3) Bidirectional Intelligence Flow — ResearchClaw lifecycle events → Observatory, findings → Vault + Graphiti, prior Oracle intelligence injected into ResearchClaw prompts at pipeline start. Treating these as one monolithic integration leads to design confusion.