oracle-is-multi-layer-platform-not-just-autoresearch-skill
The Oracle research platform is a 13-layer stack: ORACLE Hermes orchestrator (Opus 4.6), MiroFish simulation, Sequential Thinking MCP, Vault v3.0 + Graphiti, NotebookLM, Omnigraph, X-Pulse, AutoResearch skill, Excalidraw, Observatory, Hermes Consul evolution, OpenAgents channels, and Paperclip delegation. The AutoResearch skill (v2.5.0) is only the experimentation layer. Comparing AutoResearchClaw to ‘our AutoResearch’ without mapping the full Oracle stack leads to reductive analysis — always evaluate against the complete platform.