Five openings across the fields Gradline reviews, annotated the way a committee reader would annotate them — what gets cut, what gets tightened, what earns its place. Hover a highlighted phrase to read the note.
These are written illustrations, not submissions from real applicants. Every name, number and outcome in them is invented to demonstrate a specific editing decision — treat them as models of technique, never as claims about what any particular school admitted. The annotation logic behind them is documented in our editorial standards.
STEM / Engineering
MS in Computer Science
Competent, not memorableThe technical work is real, but it arrives in the third paragraph behind an origin story the reader has seen four hundred times this cycle.
Ever since I took apart my first computer at the age of nine, Cut — every third CS applicant opens here.I have been fascinated by how systems workVague. Which systems? Name one.. Last spring I rewrote our lab's particle-tracking pipeline in Rust and cut a nine-hour run to forty minutes, which meant the group could finally test three hypotheses a week instead of one. I am excited to bring this passion to your world-class program.Flattery with no content — replace with the specific lab you want.
Top fixes
- Open on the nine-hour-to-forty-minute rewrite; the childhood computer adds nothing.
- Replace "world-class program" with one named lab and why its work needs your method.
- Say what the three hypotheses were — specificity is the whole argument.
Humanities / Social Sciences
PhD in History
Strong archive, buried thesisYou have an unusual primary source and a real question, but the reader has to hunt for both past two paragraphs of autobiography.
I have always loved stories. Cut — true of everyone applying.In a county archive in Devon I found eleven years of a workhouse matron's ledgers, annotated in a second hand no one had catalogued. This raised many interesting questions for me.Name the question. This sentence is a placeholder. I want to ask who that second annotator was and what her corrections tell us about who actually administered Victorian poor relief.
Top fixes
- Lead with the ledgers and the uncatalogued second hand.
- State the research question in your first 100 words, not your last.
- Cut "I have always loved stories" and every sentence like it.
Business / MBA
Full-time MBA
Numbers present, stakes missingThe results are quantified, which puts you ahead of most. What's absent is any decision you found hard.
I inherited a support team of six with a 41% quarterly attrition rate and a backlog no one would own. Through strong leadership and effective communication, Consultant filler. What did you actually do on a Tuesday?I cut attrition to 9% in two quarters. The part I still think about is the person I let go in week three, and how long I waited before doing it. I believe an MBA is the logical next step in my journey.Cut — says nothing a reader can use.
Top fixes
- Replace "strong leadership and effective communication" with the two concrete changes you made.
- Keep the week-three firing — self-doubt with a decision attached is the strongest line here.
- Swap the closing platitude for the specific capability you're missing.
Law
JD
Vivid, needs an argumentThe scene works. What it doesn't yet do is show how you think about the legal problem underneath it.
As a tenant organiser I sat in eviction court forty-one times in one year. The system is broken and unfair.Assertion, not analysis. Show the mechanism. Thirty-eight of those tenants had no counsel; the three who did kept their homes. The asymmetry isn't cruelty, it's a scheduling rule that lists twenty cases at 9:00 a.m.
Top fixes
- Delete "broken and unfair" — the 38/3 split argues it better.
- Name the scheduling rule; concrete doctrine beats moral adjectives.
- Close on what you'd want to change, not on how much you care.
Medicine / Health Sciences
MD
Warm, generic in placesThe clinical detail is good. The framing language around it is interchangeable with a thousand other files.
I want to become a doctor because I want to help people. Cut. Universally true, therefore useless.At the free clinic I redesigned the intake form after noticing that patients disclosed housing instability in the ten minutes of small talk but never on paper. It was a truly transformative experience.Tell us what changed in the data, not in you. Disclosure rose from 4% to 31%, and referrals followed.
Top fixes
- Open on the intake form and the 4%-to-31% shift.
- Delete "transformative experience" wherever it appears.
- Connect the observation to the kind of physician you intend to be, concretely.