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README.md

🎭 Adversarial Committee

"No single story is true — but the ensemble approximates actionable wisdom."

MOOLLM K-Lines

K-Line Why Related
moollm/ Many-voiced IS MOOLLM
society-of-mind/ Committee IS a society deliberating
debate/ Structured deliberation
roberts-rules/ Parliamentary procedure
rubric/ Scoring criteria
evaluator/ Independent assessment
soul-chat/ Multi-agent conversation
persona/ Committee members have personas
speed-of-light/ All debate in one call
designs/mike-gallaher-ideas.md Mike Gallaher's methodology

Quick Links:

Overview

Create a fixed roster of characters with opposing propensities to force genuine debate. Each persona surfaces different blind spots and challenges different assumptions.

The Committee Pattern

Character Propensity What They Surface
Maya Paranoid realism Political dynamics, hidden agendas
Frankie Idealism Value conflicts, missed opportunities
Joe Continuity guardian Institutional memory, precedent
Vic Evidence prosecutor Proof demands, data gaps
Tammy Systems thinker Feedback loops, unintended consequences

Why It Works

LLMs give statistically-likely answers that encode:

  • Survivorship bias
  • Genre conventions
  • Hidden assumptions

Adversarial debate performs structured perturbation of the narrative space — stories that survive cross-examination are more robust.

Credits

Mike Gallaher — Core methodology, committee patterns, propensity design.

See: designs/mike-gallaher-ideas.md