Resume Intelligence Hub

An opinionated methodology + scaffolding for a personal, AI-driven career management repository. Industry-agnostic, seniority-agnostic, and available in both Chinese and English. The research/grant track is optional — most users won't need it.

When to use this skill

Use when:

• User wants to create a personal resume/CV management system from scratch
• User has scattered resumes/CVs and wants to consolidate into a single source of truth
• User needs JD-tailored resume generation
• User wants interview coaching backed by their actual experience library
• User is applying for academic grants / research funding and needs a research-profile track (optional)
• User asks to adopt this methodology for someone else (friend, family member, colleague)

Don't use when:

• User just wants one resume written once (no hub needed — write it directly)
• User wants generic resume tips without infrastructure

Core philosophy (the non-obvious design decisions)