mingxusun25-cloud/resume-tailor-agent — reverse-engineered prompt

Build me a local resume tailoring tool for job hunting that works from a job description and my real background materials, not just generic AI rewriting. I want to paste in one JD or compare a couple of JDs, upload or point it to notes, project writeups, and resume material in md, txt, or json, and get back a tailored resume summary, project highlights, skills wording, a short self intro, likely interview follow up questions, gap analysis, and a simple risk check for claims that are not clearly supported.

Please make the flow visible so I can actually show how it works, like JD parsing, search plan, matched evidence, ranked reasons, final writing, gaps, and review. A simple local web app is important for demos, and a command line option is nice too. It should save a readable report and a json log. Default should run without external models, but if API settings are provided it can do a constrained enhancement pass and fall back safely if that fails. Look up current docs online if you need to.