oracle-researchclaw-invocation-pattern-mcp-over-cli
AutoResearchClaw should be invoked by ORACLE Hermes via MCP Server (not CLI or ACP) because the entire Oracle stack communicates natively through MCP tools, giving structured typed responses rather than unstructured stdout. CLI invocation via docker exec would make pipeline status monitoring, artifact retrieval, and gate approvals unstructured and fragile. ACP is designed for LLM call delegation, not orchestration of individual pipeline stages.