Jinsong-Zhou

Use when building complex applications autonomously - orchestrates a generator-evaluator iteration loop with planner, generator, and evaluator agents for long-running multi-hour coding sessions

Use when running long coding sessions that approach context limits - provides strategies for compaction vs context resets, structured handoffs, and managing context anxiety across model versions

Use when optimizing or simplifying a multi-agent harness - guides systematic removal of components as models improve, evaluator calibration, and prompt engineering for grading criteria

小红书内容创作全流程 — 话题调研、竞品分析、智能撰写、封面生成、一键发布