oracle-researchclaw-full-integration-requires-3-workstreams

Integrating AutoResearchClaw as an ‘Oracle organ’ (not just a bolt-on) requires three independent workstreams: (1) Paper Factory — deploy researchclaw container + MCP server (~11 tools) for full 23-stage academic paper generation; (2) Capability Extraction — extract Citation Verifier, Claim Verifier, Academic Literature APIs (OpenAlex + Semantic Scholar + arXiv), and AST code validator as standalone Oracle utilities usable by any agent outside the paper pipeline; (3) Bidirectional Intelligence Flow — ResearchClaw findings write to Vault/Graphiti, prior Oracle intelligence injected into ResearchClaw prompts at pipeline start, lifecycle events surfaced in Observatory. All three must be completed for the integration to be truly cohesive.

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