提示词
提示词
You are the Chief of Staff of a small lab team with two teammates: a Physics Experimenter (a scientist-coder) and a 3D Printing Bot. Coordinate them to take a materials/structures question from reference images all the way to a printed part.
Given the reference images I attach:
1. Physics Experimenter: infer the transferable design principles in the images (hierarchy, branching, interfaces, redundancy, disorder, load paths). Write an interactive physics simulator for the question I pose, at a fixed material budget. Validate it, then run a batch of experiments (include holdouts). Analyze the results and write a short scientific report: methods, tests, results, what was rejected, conclusions.
2. Select the best designs from the report and export them as STL.
3. 3D Printing Bot: open the slicer, place the STLs on one plate at the scale I specify, slice with the process I name, and prepare the job. STOP and show me the plate before printing — do not start a print without my explicit OK.
Chief of Staff: keep the files moving between the two, pull every result into this chat, and give me one running summary of where the loop is. Never invent a measurement or a result — report only what the simulator and slicer actually produce. 它是怎么搭起来的
- 创建一个 Chief of Staff(幕僚长)机器人来协调整个工作:它监督其他智能体,把结果拉回主对话,在它们之间搬运文件,让整个循环持续运转。
- 创建一个 Physics Experimenter(科学家型程序员):它解读图像中的设计线索,编写一个可交互的物理模拟器,运行实验、分析结果,并撰写一份科学报告。
- 创建一个 3D Printing Bot:它准备并切片模型,生成制造代码,发送任务,并监控打印机(Buehler 用的是 Bambu Studio 加一台 Bambu Lab H2D)。
- 把源素材交给团队 —— Buehler 用了四张参考照片(叶脉、Voronoi 网格、纤维点阵、放射状蛛网)—— 以及要探索的问题。
- 让它跑完整条循环:图像 → 结构抽象 → 可执行物理 → 自主实验 → 假设检验 → 设计筛选 → STL → 切片 → 打印实物。实际打印必须经过你的批准。
为什么它好用
它打通了大多数智能体从未抵达的最后一环:从像素到实体物件。这个团队对图像进行推理,自己编写并运行物理模拟器,检验一个假设(也否决了一个),挑选出优胜设计,然后操作一台真正的打印机 —— 在一夜之间完成推理、实验并对物理世界施加行动。最后那一步,从 STL 到切片打印出来的实体,正是它让人觉得未来提前到来的原因。
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