oracle-platform-is-12-layer-stack-not-just-autoresearch-skill
The Oracle research platform is a 12-layer system: ORACLE Hermes orchestrator (Opus 4.6, xhigh thinking), MiroFish simulation (44 patches), Sequential Thinking MCP (42 tools), Vault v3.0 + Graphiti knowledge graph, NotebookLM (38 tools), Omnigraph (Gemini Embedding 2), X-Pulse, Observatory at ar.arjtech.in, Hermes Consul, OpenAgents channels, Paperclip factory, and the AutoResearch skill. Comparing only the AutoResearch skill to external systems misses the full stack. Any Oracle capability discussion must account for all 12 layers.
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