changbo
466 posts



@dotey 大佬能否解释一下,这个 Claude 一会插件的,一会 Skills 的,一会这个 Agent 的,它他到底想干什么呀?







This Chinese guy created 13 agents in Claude Code for Shopify stores and single-handedly serves 200 dropshippers a month, taking $800 from each. He sits at one desk in front of a wall-mounted LG monitor split into a 3x2 grid of 6 Claude windows, another identical grid runs on a vertical display next to it, plus 1 window on the MacBook within arm's reach, totaling 13 agents simultaneously building Shopify stores, each busy with its own part. No team, no managers, no support, just him, the monitor, and the API counter ticking in the header of every window. He is not on a subscription but on an API rate billed by tokens, and he figures 13 parallel agents pay for themselves from the very first client, because every finished store goes for $800, and all 13 windows together consume less than $80 a day. In the first window he set that system prompt which immediately closes the "assistant or employee" debate: "you are my new founder-engineer" So the model knows at what level it was hired: not to hint, not to advise, not to supplement, but to own the result, because for this Chinese guy Claude is no longer a helper in an IDE, it is a partner in his small factory, billed by tokens and never leaving for lunch. And the other 12 agents he spread across the layers of the store, so each one sits in its own context and does not interfere with the neighbor: "build a catalog of 80 products and rewrite the descriptions" "lay out the homepage for the niche of the client" "set up the cart, payment, and shipping by country" "generate 30 email chains for warming up" "design 50 banners and a logo for the brand" "set up analytics and A/B tests on the homepage" In a regular agency each task like this would take one designer or developer a full 2 days, because they would first collect the brief, then wait for revisions, then get on a call, whereas this Chinese guy has all 13 agents working in parallel in their windows, and while one writes descriptions, the second is already laying out the homepage, and the third is designing banners. In the end on the wall it looks like a factory: 13 identical Claude robots writing into one project, and the Chinese guy himself in the chair in front of them decides only 2 questions, which client to hand the finished store to and who to take next, and beyond that he does nothing. And economically it is still cheaper than keeping a team of 5: one operator like this closes 6 to 7 finished stores per day at $800 each, while a traditional design agency charges $3,500 for the same store and builds it over a full 2 weeks, whereas this guy spends less than $80 a day across all 13 windows. Wires hanging out, the monitor bolted to a stand, no office and no employees, just 1 desk, 13 robots, and a queue of dropshippers who send new orders every morning. In my opinion, this is the most efficient solo Shopify factory I have seen this year, and it is already running right now, while traditional agencies are still debating whether AI will take jobs from designers.


JP Morgan's investment research team just shared exactly how they built their multi-agent system "Ask David", and it's the same architecture pattern showing up everywhere: - supervisor agent orchestrates - specialized subagents handle retrieval, structured data, analytics - LLM-as-judge reflection node before the answer ships - human-in-the-loop for the last accuracy gap worth watching for anyone building:



分享两个散户能免费搞到 GPT Plus 账号的渠道。 先说 Discord 这个通道: 进去之后,先注册个邮箱。如果你手里已经有新邮箱了,那这一步直接跳过就行。

























