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JavaScript

CampusTradeAI

校园二手交易不是一个商品列表就够了,真正难的是信任、审核、增长、支付边界和运营闭环。CampusTradeAI 把闲置交易、求购、校园服务、聊天、举报审核、校园币、店铺和运营体检组织成一套小程序系统,展示复杂业务流和移动端产品落地能力。

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CampusTradeAI — generated poster
OG POSTERcase file
case study
problem

Student trading products often fail because they model supply and demand but underbuild identity, reporting, chat, moderation, and post-launch operations.

approach

I organized the mini-program around real marketplace workflows: idle-item selling, wanted posts, campus services, shop pages, messaging, reporting, campus coin incentives, and admin review.

outcome

The project is valuable as a complex business-flow case: 1,400+ tracked files across mini-program UI, cloud functions, server modules, and operational workflows.

my role
  • 01Designed the marketplace feature map and user journeys.
  • 02Implemented mini-program pages, cloud-function boundaries, and server-side support modules.
  • 03Practiced product tradeoffs around trust, moderation, growth, and mobile usability.
why it matters

A campus marketplace is not only a listing feed. The harder work is trust, moderation, payment boundaries, account growth, and the operating tools that keep the marketplace healthy.

architecture

WeChat mini-program front end with cloud functions and server modules behind the main marketplace actions. The system splits buyer/seller flows, moderation workflows, and operational data into separate modules rather than a single monolithic screen.

notes
  • 01The case is framed around marketplace operations instead of only item listing.
  • 02Trust, reporting, chat, incentives, and moderation are treated as core product mechanics.
  • 03The strongest evidence is workflow breadth: multiple roles, states, and operational loops working in one mobile product.
stack
WeChat Mini Program
Mobile product surface
JavaScript / TypeScript
Client and service logic
Cloud Functions
Business workflow boundaries
Node.js
Server support modules
Marketplace Ops
Moderation and growth loops
headline
files
1.4k
repo
1.4 MB