"RAN 151 SUBAGENTS IN DEEPSEEK HARNESS (DSH) 周日我在 tokenmaxxing,跑多个 workspace session 探索 DSH。一个直觉:把一个提示词放进循环,让 DSH 委派… 以上为必要节选,完整内容请查看原文。
Use new subfolder "WITMOLv2", spawn 50 subagents, each embodies famous past and modern philosophers and thinkers. each answer the question "what is the meaning of life? covering first principles, axioms and actionable insights plus their contrarian views or strawman arguments". for each subagent, spawn 2 subagent: one for pushback (to make better arguments), one for editor (to make writing clearer and clarity for general audience). level 1 subagent each output into markdown with their name as <name>.md. level 2 subagent only do final update on level 1 subagent output. once all subagents are done (level 1 and level 2), spawn a final subagent use all 50 output and synthesis a final what-is-the-meaning-of-line-50.md as a monograph, include citation from each philosopher when required.WITMOLv2/ 目录下的产出:
50 篇哲学家论文,每篇结构化包含:
First Principles(第一性原理——哲学的根基公理)
The Meaning of Life(从其传统推导的生命意义)
Actionable Insights(如何落实到日常)
Contrarian View / Strawman(最强反对意见 + 回应)
Final Reflection(收尾思考)
Strengthened Through Critique(由 pushback 代理补充:严格检验 2-3 个弱点并强化回应)
Reading Guide(由 editor 代理补充:面向普通读者的入口指引)
综合专论 what-is-the-meaning-of-life-50.md(44KB,392 行):
Part I: The Great Traditions(10 个章节,按传统分组哲学家)
Part II: Cross-Cutting Themes(6 个主题横切)
分层委派:1 个提示词 → 50 个一级子代理(写作)→ 每个再派生 2 个二级子代理(反驳 + 编辑)→ 最终综合代理
明确边界:每个子代理"有界任务"(回答特定问题、特定输出格式 markdown、特定文件名)
文件约定:<name>.md 命名约定使输出可汇总
质量闭环:pushback 代理强化论证 + editor 代理提升可读性,解决"生成即终稿"的质量问题
单一交付物:所有子代理指向一个最终综合文档
运行环境:DeepSeek Harness(DSH),模型为 DeepSeek V4 Flash 系列
该范式适合:研究报告/专论生成、多视角分析、需要"写作 + 批判 + 润色"流水线的大任务
单次会话 25 分钟、151 个子代理,对 token 消耗有要求(tokenmaxxing 指最大化利用订阅额度)
DeepSeek V4 Flash