acp-protocol-designed-for-llm-delegation-not-orchestration

AutoResearchClaw’s ACP (Agent Client Protocol) is designed to delegate LLM calls outward to a coding agent — it is not an orchestration interface. Using ACP as the integration point gives no per-stage visibility or control to ORACLE Hermes. For orchestration use cases where the caller needs to trigger, monitor, gate-approve, and extract artifacts from individual pipeline stages, MCP Server wrapping is the correct pattern.