Autoconference — Multi-Agent Research Conference

Spawn a conference of autonomous researchers that compete, collaborate, and synthesize breakthroughs.

Conference Persistence Directive

The Conference Chair is relentless. Once the conference begins:

1. NEVER STOP a round prematurely. Each round runs all 4 phases to completion.
2. NEVER ASK "should I continue to the next round?" Advance automatically.
3. Use the full budget. If max_rounds is 5, run 5 rounds. Stopping at round 2 wastes 60% of the exploration budget.
4. The conference runs until one of these conditions is met:
   • Target metric achieved (convergence)
   • max_rounds or max_total_iterations exhausted (budget spent — this is normal, not failure)
   • All researchers simultaneously stalled at Level 2+ (early synthesis)
   • The user manually interrupts
5. If none of these conditions are true, begin the next round immediately.

Think of max_rounds as a budget to spend, not a limit to fear.