A fleet of open-source AI agents that runs an end-to-end digital-product business: research → produce → build → traffic → sell → analyze. 🔁

A growing roster of single-purpose agents. Six of them form a pipeline that hands off artifacts, turning one-time work into recurring passive income.

How the pipeline hands off — six agents pass artifacts down the line:

1. 🧭 Scout sizes up trends, market, rivals and profit potential → an Opportunity Report (what to sell, to whom, at what price) → Wright.
2. 🛠️ Wright turns the report into a finished product — prompt packs, templates, ebooks, assets → Mason.
3. 🏗️ Mason builds the storefront — independent site, landing pages, payment integration — and hands off ready-to-sell buy links → Buzz.
4. 📣 Buzz repackages it into channel-specific traffic content with buy links (X · IG · YouTube · Xiaohongshu · Zhihu · Bilibili) → Vendy.
5. 💰 Vendy lists, prices, fulfills and supports across storefronts, closing the sale → sales data → Echo.
6. 📊 Echo attributes results to decisions and folds lessons into a playbook → feeds back to whichever pipeline stage needs it · 🔁 closing the loop.

• 🍒 Believer in open source & the geek mindset; main language Python, also write C and tinker with IoT.
• 🧐 Deep into Machine Learning / Deep Learning / Federated Learning; strong in data analysis · statistics · data science.
• 👀 Curious about privacy-preserving computation & blockchain: HE, MPC, ETH, IPFS, Web3, DApp.
• 🔭 Love math & physics — elegant formulas explain the world.

If my open-source work helps you, consider sponsoring — it keeps the AI agents shipping.