seinun-ai/maestro-career-studio

Maestro tailors it from your whole career history in under a minute, and every bullet is something you actually did, so you can defend it in an interview.
Same score, every time. The match score runs on fixed rules and a small model on your own computer, with no AI service involved. Same resume, same job, same number.
Every AI edit is a diff. Suggested changes arrive as a before and after. You accept or undo them one by one.
It fills the form and stops there. The Companion fills job applications from your saved answers and attaches your resume. It never submits. That click is yours. With full automation on, Apply can also click Next through the pages for you and stops on the review page. On known application sites it signs in, or makes the account, with the job-site login you saved.
Install in two commands, or follow the Getting Started guide if this is all new to you.
87.3 Match score and the Apache Spark gap card are real
captures from the app (v0.10.1) on a throwaway stack; tailoring took 4.6 s.
Source, captures and the encode script live in the private marketing repo
(hero-gif/; the Figtree captions are hero-site-figtree/, re-rendered 2026-10-16
to match the site). 1000px / 12fps / 32 colors, no dither, 1.86 MB; keep any
replacement under 2 MB. -->
## Give your AI your career
Connect Claude, Codex or the ChatGPT desktop app and your assistant gets your career history, your resumes and your jobs. Then just ask.
| | You ask | What happens |
| Extract | "Here's a posting. Should I even apply?" | It saves the job, scores your resumes against it and flags knock-outs like visa or years of experience. |
| Maintain | "I shipped the fraud model this quarter. Add it." | A new bullet, as a draft you approve, that every resume can use. |
| Maintain | "Make me a resume for fintech ML roles in the UK." | A specialist resume built from your history, targeted to that role and country. |
| Hunt | "Every morning, find new ML roles that fit and file the good ones." | The job-hunt skill files them to your Agent inbox. You queue or skip each one. |
| Hunt | "Which skills keep showing up that I don't have?" | The gaps across every job you saved, most frequent first. |
| Apply | "Tailor this one, walk me through the gaps, then make the PDF." | It asks about each gap instead of inventing, keeps every change as a diff you can undo and renders the PDF. |
| Apply | "Fill the applications I queued. Show me each one before it goes." | Nothing is submitted without your yes, unless you turn on full automation. |
That is 99 tools and ready-made skills for a daily hunt, an apply run and email status: see the MCP guide.
Free and open source. Your career history lives on your laptop, not in someone else's cloud, and there is no account. Bring an OpenAI, Gemini or Claude key (scoring, PDFs and tracking work without one), get real LaTeX and Typst PDFs, and take everything with you in one career.md file.
> Made for one person on one computer. There is no login, so anything that
> can reach the app can read and change your whole career record and your saved
> API keys. Out of the box it only listens on your own machine (127.0.0.1).