Resume Studio

The same resume,
measurably better. Never invented.

The Studio scores your resume against a published rubric, then rewrites it, every bullet led by a real, quantified result, in half the words, in your voice. When a number is missing, it asks you. It never makes one up.

Open the Studio How the loop works

Score + AI review free·Same engine as the free ATS checker·No card to start

Improve resumeno facts invented

before

~~Responsible for patient intake~~

after

Cut patient intake wait 38% across 3 clinics

Quality score6187strong

Asked, not inventedThe 38% came from you, the engine refused to guess.

The engine

Score. Critique. Rewrite. Re-score.

A deterministic loop, grounded in a published rubric, Enelow & Kursmark, Modernize Your Resume. Not keyword-stuffing: tell the whole career story in half the words, lead with quantified impact, mirror the target role's language. And never invent a fact.

01Score

61needs work

Seven dimensions, computed in code. Reproducible, run it twice, get the same number. Never an LLM guess.

02Critique

×dead opener, "Responsible for…"×no quantified result leads×repeated verb, "Managed" ×3

The gaps, ranked and concrete, which dimension is bleeding points, and which line is responsible.

03Rewrite

~~Responsible for patient intake~~Cut patient intake wait 38% across 3 clinics

Only facts you supplied. Result first, a strong varied verb, target keywords woven in, your voice preserved.

04Re-score

61 87strong

The loop runs up to three passes and keeps the best-scoring version. The gap between the two numbers is the work it did.

The honesty contract

Where other tools invent
a number, this one stops.

A missing metric is the moment most AI rewriters quietly fabricate. Here it becomes a dig-deep question instead, answerable right in the Studio's score panel. Your answer folds in as a confirmed fact and the resume re-scores in place.

A missing number never becomes an invented one.
Employers, titles, dates, scope, reframed, never fabricated.
Every answer you give re-scores the resume in place.

?dig-deep question

You cut patient intake wait, by how much, and across how many clinics?

We won't guess. Tell us and we'll fold it in.

38%, across 3 clinicsFold it in

Folded in as a confirmed fact, re-scored in place84 87

The Studio

A real builder. What you see is the PDF.

One primary resume, seeded from your profile once, then always yours. You edit it directly on the template, and the score moves with every keystroke.

Edit on the real template

No form in front of a preview, every field is click-to-edit on the template itself, autosaved as you type. What you see is the PDF.

AI Improve, inline

A tone-aware rewrite on any summary or bullet. One click to accept, it commits and the score recomputes. It sharpens your facts; it adds none.

Modern Sidebar SavedUndoImprove resume

Maya Okafor

Care Operations Manager

Summary

Operations manager for a 3-site clinic group, intake, staffing and vendor spend for 60+ clinicians.

Professional experience

Pinecrest Health · Care Operations Manager

Cut patient intake wait 22 minutes by redesigning the triage rota

Worked on consolidating vendor contracts for the clinic group

AI Improvetone-aware · no new facts

Consolidated the clinic group's vendor contracts into a single supplier agreement

Accept, commits & re-scores

Score

74/100

needs work · 71 → 74 on last edit

2 dig-deep questions

How many vendor contracts, and what did consolidating them save?

Type the real number…Answer

We never invent numbers, these come straight from you.

AI review, free on every account: a recruiter-style Analyze and the engine's Deep-review. Findings, no competing number.

What changed2 bullets now lead with results · summary tightened 31 → 19 words · 3 keywords woven inread-only receipt

One Improve, one Undo

Improve resume runs the whole loop on your primary, in place. A read-only What-changed receipt shows exactly what moved, and one Undo reverts all of it.

Answer, don't guess

The dig-deep questions live in the score panel. Answer one and the confirmed fact folds into the resume, re-scored in place, no invented digits.

10 templatesClassicModern SidebarMinimal MonoBannerNewspaperTimelineCompact GridCentered SpreadSwiss NumericalDark Modeswitch anytime, content preserved

The score

One number. Deterministic. Shown everywhere.

Studio, Analyze and ScoutChat render the same total, recompute it and it comes back the same. Here is one candidate's 61 → 87, dimension by dimension.

dimensionbefore → afterweight

Keywordstarget-role terms you genuinely have, woven into bullets

11 → 17

/20

Strong verbsbullets open on a strong, varied verb, never "I"

9 → 14

/16

Structurerecognized sections, reverse-chron, complete dates

13 → 14

/16

Concisenesstight bullets, no filler, no "Responsible for…"

8 → 12

/14

Quantificationachievement framing first; real-metric density second

6 → 12

/14

Summaryspecific to you, not a line any peer could write

8 → 11

/12

Contactone email, one phone, LinkedIn present

6 → 7

Total, one candidate's refine, not an average61 → 87/100

The bands

≥ 90recruiter-ready

75–89strong

50–74needs work

< 50likely filtered

Quantification weights achievement framing at 70% and metric density at only 30%, so a truthful resume with few numbers can still score 90+. The engine never has to invent one to win.

Don't take the number on faith

The free public ATS Resume Checker runs this same deterministic engine on any PDF, no sign-up. Score there, sign in, and the Studio shows the same number.

/tools/ats-resume-checker

Around the Studio

The resume is the center,
here's what orbits it.

Browse the templates before you sign up, prove the score on the open web, tailor from chat, and download exactly what you built.

10 templates · no sign-up

See all 10 templates first.

A public gallery, every template rendered full-page with a sample candidate, no sign-up. The same 10 you edit on in the Studio, at /tools/resume-templates.

resume.pdf

74/100

contact details parsemachine-readable text×dates incomplete, 1 role

same engine · deterministic

The score, free on the open web.

The public ATS Resume Checker runs the Studio's deterministic engine on any PDF, score, parse report and keyword coverage, no account needed.

Your resumefree plan

Deterministic scorefree

AI review, Analyze + Deep-reviewfree

Refine loop · job tailoring · variantsPro

PDF downloadPro

The diagnosis is never the paywalled thing.

Free diagnosis. Pro cure.

Every signed-in account gets the score and the full AI review. Pro unlocks the fixes, the refine loop, inline rewrites, job tailoring and saved variants; PDF download rides its own entitlement.

Tailor my resume to the Halcyon operations-lead role.

SDone, a variant scored against that listing's keywords. Two dig-deep questions where I wouldn't guess.tailored variant · Match to this job

Tailor from the conversation.

ScoutChat carries the same engine as two tools, tailor_resume builds a variant against a specific listing, refine_resume runs the improvement loop. Same score, same no-invention rule.

Maya Okafor

Maya-Okafor-Resume.pdfModern Sidebar · 1 page

ready

pdf_export · Pro

Download exactly what you built.

The template you edit on is the PDF you download, no export surprises. PDF download is gated by its own entitlement, so the free score never is.

FAQ

Questions people ask before they trust a rewrite.

Short version: one reproducible score, real facts only, and the free tier gets the whole diagnosis.

A deterministic composite of seven dimensions, keywords, strong verbs, structure, conciseness, quantification, summary, contact, computed in code, not guessed by a model. Re-run it and the same resume gets the same number, and the Studio, the Analyze tab and ScoutChat all show that one number. 90 or above reads recruiter-ready, 75 to 89 strong, 50 to 74 needs work.