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FAQ: Harvard fit, scores, and automated checks
All scoring runs in your browser on the text you type. Nothing is sent to a server. Rules are fixed checks (patterns and simple counts), not a remote model judging your résumé.
Harvard fit checklist
On the builder, the sidebar list titled Harvard fit checklist compares your draft to common Harvard-style résumé conventions. Each row shows a green check when the rule passes, or an amber alert icon when it fails or needs your judgment. A second line (smaller, gray text) gives a metric or hint, for example what percentage of bullets include a digit.
- Clear Harvard section order
- Passes when section order is the default: Education, Experience, Leadership & activities, Skills & interests. If you reorder sections, the checklist reminds you to confirm the order still matches what you want.
- Reverse chronology (manual review)
- Always marked for manual review. The app does not sort your jobs or degrees; you should put the newest items first in each list.
- Quantified bullets where possible
- Looks at every non-empty bullet in Experience and Leadership. A line "counts" as quantified if it contains any digit (0–9), for example a year, a percentage, or a count. Passes when at least 35% of bullets include a digit, or when there are no bullets yet.
- Concise wording
- Fails if any bullet is longer than 180 characters, to help keep one-page density.
- Professional summary length
- If the summary is empty, it passes (summary is optional). If you fill it, pass is when length is between 50 and 700 characters.
- Contact header formatting
- Passes when your name has more than one character and at least two of: email, phone, city/region are filled. Email is also checked for a simple valid shape when present.
- Strong action-verb openings
- Each bullet's first word is checked against a list of strong verb stems (e.g. Led, Built, Designed) and a small heuristic (past-tense -ed verbs). Passes when at least 50% of bullets match, or when there are no bullets.
- Avoid first-person pronouns
- Fails if any bullet contains common first-person words (I, me, my, we, our, etc.).
- Avoid weak opening words
- Fails if a bullet's first word (after stripping punctuation) is one of:
responsible, helped, worked, handled, assisted, duties, various.
Review panel
Above the checklist, Review lists practical warnings: too many bullets in one role (more than five), bullet length and pronouns again, missing education or experience before export, and a rough size hint if the draft might overflow one printed page.
Experience: percentage scores
Next to each Experience field label you may see a 0–100% score. Color is a quick signal: green (about 85%+), amber (about 55 to 84%), or red (below ~55%). Scores favor completeness (dates in YYYY-MM form, employer and title length) and, for tools, having more than one comma-separated item when you choose to list tools.
Under many fields you will also see the same checklist-style row as in the sidebar (icon + title + gray detail). That row explains the main pass/fail reason for that field or bullet group; it is the same idea as the sidebar, not a second unrelated system.
Per-bullet checks
Each achievement line is scored with the same building blocks as the checklist: action-verb opening, weak first word, first person, length over 180 characters, and a simple "long line without any digit" hint for quantification. The percentage on the bullet is a composite of those deductions, capped at 0–100.
The Bulletsheader shows an average of those scores across non-empty lines, plus a section checklist row that mirrors "Quantified bullets" and "Weak opening words" using counts from your bullets.
JSON import
Optional Show JSON import exposes a prompt you can copy into any tool that outputs JSON, plus a paste box for the array. Parsing strips common markdown fences and can find an array inside surrounding text. Imported roles append to Experience; scoring then runs on the new text like any other edit.
Save JSON draft at the top of the builder stores a full snapshot in local storage, separate from scores, for backup or moving between machines.
What this is not
- Not grammar or plagiarism checking.
- Not a guarantee of interviews. Style and content quality still need your judgment.
- Not personalized to a specific job posting unless you tailor the text yourself.