AI 求职工具AI career tool· 2026
JobLoop
AI 求职辅助平台AI job-search assistant
围绕简历生成、JD 匹配、面试模拟和职业方向诊断，搭建一站式求职辅助流程。A job-search workflow that turns scattered experience, target JDs, resume expression, and interview prep into a continuous flow.
案例摘要Case summary
目标用户Audience
需要把零散经历整理成岗位表达，并准备面试的普通求职者。Ordinary job seekers who need to turn scattered experience into role-targeted expression and prepare for interviews.
我的角色Role
负责 Web 核心流程、AI 接口、文件解析和职业诊断的产品决策与验收；全部代码由 AI 编程工具完成。Owned product decisions and acceptance for the web flow, AI interface, file parsing, and career diagnosis; all code was produced with AI coding tools.
交付结果Outcome
完成从经历输入、简历生成、JD 匹配到面试模拟的主流程设计。Designed the main flow from experience input, resume generation, and JD matching to interview simulation.
产品洞察Product insight
很多求职者不是没有经历，而是不知道如何把经历翻译成岗位语言。产品需要先结构化经历，再围绕目标岗位生成表达和训练材料。Many job seekers do not lack experience — they lack knowing how to translate experience into job language. The product needs to structure experience first, then generate expression and training material around the target role.
项目简介Overview
JobLoop 面向普通求职者，把零散经历整理、目标 JD 匹配、简历表达和面试准备串成连续流程。它关注的不是单点生成简历，而是把求职过程拆成可被 AI 辅助的多个阶段。JobLoop serves everyday job seekers, threading scattered experience organization, target JD matching, resume expression, and interview preparation into a continuous flow. The focus is not one-shot resume generation but breaking the job-search process into stages that AI can assist with.
技术栈Tech stack
结果证据Evidence
本地仓库 remote 指向 qrx-joe/JobLoop，提交作者包含 qrx-joe。The local repo remote points to qrx-joe/JobLoop, with commits authored by qrx-joe.
src 目录中保留 resume、jd、interview、user 等类型与状态模块。The src directory keeps resume, jd, interview, and user types and state modules.
supabase/migrations 中保留初始数据库结构。supabase/migrations keeps the initial database schema.
关键决策Key decisions
直接让 AI 生成简历容易变成空泛套话。Letting the AI generate a resume directly tends to produce generic filler.
先把经历结构化，再按目标岗位重组表达。Structure experience first, then reorganize expression around the target role.
单点简历生成不能覆盖真实求职过程。One-shot resume generation cannot cover the real job-search process.
把产品扩展为“简历 -> JD 匹配 -> 面试训练 -> 职业诊断”的连续流程。Expand the product into a continuous flow: resume → JD matching → interview training → career diagnosis.
想看完整的代码和实现细节？Want the full code and implementation details?
在 GitHub 上查看View on GitHub