Bring the prompt and constraints.
Share the essay prompt, word or character limit, and where you are in the process.
Private beta
Malleus
Better feedback for your medical-school application essays. Your story stays yours.
Malleus is an experimental VMBARS tool for medical-school applicants who want sharper, more useful feedback without handing authorship over to AI. It helps clarify what you are trying to say, strengthen structure and evidence, identify gaps and repetition, and preserve the experiences and voice that are actually yours.
How it works
Share your draft or notes.
Malleus can work from a draft, outline, or notes. It should never invent experiences, motivations, accomplishments, or reflections.
Add relevant context.
Where useful, provide a CV, prior essays, activity descriptions, biography, notes, or other material that helps Malleus understand you rather than treating the essay in isolation.
Get structured feedback.
Malleus looks at story, structure, specificity, evidence, redundancy, clarity, fit to the prompt, and what may be missing. Feedback prioritizes the highest-yield changes first.
Revise and repeat.
Return with a new draft to see what improved, what remains unresolved, and what changed.
What Malleus looks for
Story and structure
Specificity and evidence
Fit to the prompt
Gaps and repetition
Clarity and voice
A deliberate boundary
Feedback without handing over authorship.
Malleus is not a ghostwriter. It should not fabricate, embellish, or silently replace your voice with generic AI prose. Sample language, when offered, is illustrative rather than presented as your final answer.
Private beta
Free while we learn from real use.
Malleus is currently free in private beta. In return, we ask testers for candid feedback about what helped, what did not, what felt generic or inaccurate, and what they actually used in a revision.
Request beta access
Tell us where you are in the process.
The test group is intentionally small. A request does not guarantee access, but the context helps us route the right applicants into the current learning cycle.
FAQ
Where does the current beta run?
The current prototype runs through ChatGPT. Access instructions will explain how to use it and where to share application materials.
Does VMBARS store my essay through this website?
No. This request form stores only the intake information you provide here. Do not paste your essay or other sensitive material into the form.
Will Malleus write the statement for me?
No. It is designed to provide structured feedback while keeping authorship and final judgment with you.
How can I ask for my request information to be deleted?
Email connect@vmbars.com from the address used for your request.
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