Every answer below is one small record. That single record raises coverage, writes a resume bullet, and writes a LinkedIn line, all at once. The unanswered prompts are the to-do list.
answered prompts
of your coverage of 68
prompts waiting, worth an estimated 11 more
"Did you tutor or teach anyone?"
Easy to answer yes to. No blank box, ever.
"I tutored some people in my psych class."
Anything counts here, however thin.
"Tutored ___ classmates weekly, and ___ of them raised a grade. How many were there, and how many improved?"
The blank stays blank until you fill it. If you have no number, it falls back to an honest scope description, which still beats club member.
UX research intern at Northbeam. Ran 12 moderated usability sessions and cut task failure from 40 percent to 18 percent in one release.
Metric family: People, growth. Feeds the resume, the LinkedIn experience block, and the interview answer.
Clustered 200 open survey responses with AI, turning six hours of analysis into one.
Metric family: Time, output. Feeds the resume, the LinkedIn experience block, and the interview answer.
Tutored 8 classmates weekly in Intro Psychology. Seven raised their grade a full letter.
Metric family: People, growth. Feeds the resume, the LinkedIn experience block, and the interview answer.
Led a 6-person design club team through a term-long redesign and shipped on time.
Metric family: People, output. Feeds the resume, the LinkedIn experience block, and the interview answer.
Coded 40 interview transcripts for a faculty study on decision fatigue.
Metric family: Scope. Feeds the resume, the LinkedIn experience block, and the interview answer.
Started a monthly design critique night. Turnout grew from 5 to 23.
Metric family: Growth. Feeds the resume, the LinkedIn experience block, and the interview answer.
Even a class presentation counts. Tell us the size of the room.
The number to fish for: Audience size
A case study, an article, a research write-up.
The number to fish for: Length or readership
Did you fix or figure out something real? Give us the before and the after.
The number to fish for: Before and after
What did the effort add up to over a term?
The number to fish for: Hours or people served
A certificate, or a tool you got genuinely good with.
The number to fish for: What you built with it
The app will press you for a figure and it will show you where the figure belongs. It will never write one for you. If you truly do not have one, the record falls back to a concrete description of scope, which is still specific and still stronger than a list of memberships.
The published AI-exposure number is built only from O*NET task data, Eloundou et al., and METR. Pay, growth, networking, portfolio, and clean-up are context and never move it. A 0–100 exposure scale.
This dashboard is a sample. Maya Rivera, Northlight University, Northbeam, Lumen, and Verdi Labs are invented, and every figure on this page is sample data, not a real result.
