Yujie Din

Lunheng-quick — single-reviewer 2-round paper polish. Use when paper is structurally OK and only needs writing/clarity polish. Lighter than full lunheng (no architect, no writer/refiner split, no 8-evaluator bench). Use when user says "quick polish", "快速润色", "lunheng quick", or wants a fast review-fix-recompile loop without the full multi-agent setup.

Lunheng (论衡) v2.1 — Venue-aware, numerically-grounded multi-agent paper review framework with Chief Editor role and Narrative dimension. 6 roles (Architect, Evaluator-9, Writer, Refiner, Chief Editor, Aggregator) coordinate around a persistent visual contract AND a word budget contract. Use when user says "lunheng", "论衡", "严格评审", "top journal review", "multi-agent review", or wants a comprehensive paper assessment with anchored scoring. Requires venue parameter.