oracle-stack-is-not-just-autoresearch-skill

The Oracle research platform is a multi-layer system: ORACLE Hermes (Opus 4.6, xhigh thinking) as orchestrator, MiroFish for social simulation, Sequential Thinking MCP (42 tools) for reasoning, Vault v3 + Graphiti for memory, NotebookLM (38 tools) for synthesis, Omnigraph for multimodal search, X-Pulse for social intelligence, Observatory at ar.arjtech.in for dashboards, and the AutoResearch skill as only one experimentation layer. Treating AutoResearch skill as the full Oracle is a reductive framing error. Any Oracle upgrade task must map all layers before comparing against external systems.

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