researchclaw-gate-stages-enable-programmatic-hitl-via-mcp
AutoResearchClaw has 3 gate stages (5, 9, 20) that pause the pipeline awaiting approval. Exposing researchclaw_approve_gate and researchclaw_reject_gate as MCP tools enables ORACLE Hermes to act as a programmatic human-in-the-loop reviewer — evaluating outputs at gate points using its own reasoning before approving or rejecting with feedback. This turns AutoResearchClaw’s interactive approval model into an autonomous orchestrated flow.