Agent Council
Adjudicate text artifacts for universal quality gating using a runtime-portable five-agent council.
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Adjudicate text artifacts for universal quality gating using a runtime-portable five-agent council.
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The Agent Council serves as a critical quality gate for high-stakes text artifacts, employing a unique five-agent LLM council. It orchestrates a two-round asynchronous deliberation where each role-conditioned deliberator (Skeptic, Voice & Identity, Evidence & Calibration, Strategy & Stakes) provides specialized critiques. The final Adjudicator synthesizes these inputs, incorporating historical verdicts, to render a single, definitive verdict—SHIP, REVISE, or HOLD. This system provides a structured revision brief and a comprehensive audit transcript, all while maintaining modularity and vendor independence by integrating with various LLM CLIs.