oracle-full-stack-layer-map-13-components
The Oracle research platform is a 13-layer system, not just the AutoResearch skill: ORACLE Hermes (orchestrator, Opus 4.6), MiroFish (social simulation, 44 patches), Sequential Thinking MCP (42 tools), Vault v3 (30 tools) + Graphiti (knowledge graph), NotebookLM MCP (38 tools), Omnigraph (multimodal, Gemini Embedding 2 + Kimi K2.5), X-Pulse (social intelligence), AutoResearch skill, Excalidraw + Observatory (ar.arjtech.in), Hermes Consul (autonomous scans 3x/week), OpenAgents (#research, feed-oracle), CRO via Paperclip. Comparisons against any single layer without mapping the full stack produce wrong capability gap assessments.
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