---
name: AI Resume Optimizer Spec + Kit
category: CAREER & TEACHING
format: SPEC + KIT
url: https://probiex.gumroad.com/l/ai-resume-optimizer
audience: Builders shipping career AI products and coaches productizing resume reviews.
updated: 2026-10-22
---

The operating spec for an AI resume tool: a weighted scoring rubric, prompt chains, and three worked example rewrites: build it, QA a vendor, or productize it.

Full details and current price: https://probiex.gumroad.com/l/ai-resume-optimizer

**What do I get, and in what format?** The full spec archive (ZIP) plus the PDF launch kit.

**Can I use it to audit an existing tool?** Yes. QA-on-a-vendor is one of the three declared use cases.