autoresearchclaw-23-stage-paper-pipeline-with-3-gate-stages
AutoResearchClaw runs 23 pipeline stages across 8 phases with 3 human-in-the-loop gate stages (stages 5, 9, 20) that pause for approval before proceeding. Gate approval/rejection is exposed as dedicated MCP tools (researchclaw_approve_gate, researchclaw_reject_gate), enabling ORACLE Hermes to act as the programmatic HITL reviewer. Long-running pipelines return immediately with a run_id and are polled via researchclaw_status — not blocking.