oracle-stack-is-12-layer-system-not-just-autoresearch-skill
The Oracle research platform is a 12+ layer integrated system: ORACLE Hermes (Opus 4.6 orchestrator), MiroFish simulation, Sequential Thinking MCP (42 tools), Vault v3 (30 tools), Graphiti knowledge graph, NotebookLM MCP (38 tools), Omnigraph multimodal, X-Pulse social intelligence, Excalidraw + Observatory dashboard, Hermes Consul evolution engine, OpenAgents comms, and the AutoResearch skill as just one experimentation layer. AutoResearch skill comparisons against external tools are comparing a component against a system — always frame the comparison at the full stack level.
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