The skill shelf

Skills built from real expertise

Does the work skills handle a task the way an expert would. Practice skills run a realistic drill and score you.

Product · Practice

PM Interview Mock Evaluator

Scores your answers to product sense and estimation questions.

Catches
Frameworks recited without choosing a user or a priority.
Stops when
It's an interview for a role at the reviewer's own company.
Try it
The question and your answer → Score, the biggest miss, an ideal structure
PM faculty / alumni PMOwner · review pending
Free

Product · Practice

Product Teardown Reviewer

Grades your product teardown the way a hiring manager would.

Catches
Teardowns that describe features but never name the business problem.
Stops when
You're analysing a company you're interviewing with and need a mentor's view.
Try it
Your teardown → Score, the missing insight, one sharper recommendation
Ex-PM, product facultyOwner · review pending
Free

Careers · Practice

Case Interview Coach

Interviewer-led consulting cases that push back on your structure, then score you like a real panel.

Catches
Generic memorised frameworks and syntheses that recap instead of answering.
Stops when
Never; it's practice. Real offers and negotiations need a mentor.
Try it
A case type and difficulty → A full interviewer-led case and a scorecard
Tacit OriginalsOwner
Free

Careers · Does the work

CV Bullet Sharpener

Rewrites CV bullets into one-line, numbers-first impact. Leaves gaps for numbers instead of inventing them.

Catches
"Responsible for" bullets with no result.
Stops when
You ask it to invent numbers or titles.
Try it
Your CV bullets → Sharper one-line bullets with gaps marked
Tacit OriginalsOwner
Free

Careers · Does the work

GD Point Builder

Turns a GD topic into a sharp stance with data and second-order effects.

Catches
Generic "on one hand, on the other" answers with no clear position.
Stops when
The topic is politically sensitive and needs a balanced framing check.
Try it
A GD topic → Your stance, 3 data points, a counterpoint and your rebuttal
Strategy facultyOwner · review pending
Free

Careers · Practice

Group Discussion Simulator

Four rival candidates with distinct styles. Practise getting in, adding value and summarising.

Catches
Waiting too long to enter, and summaries that only repeat your own points.
Stops when
Never; it's practice.
Try it
A topic type → A simulated GD and a scorecard
Tacit OriginalsOwner
Free

Careers · Practice

Guesstimate Drill

Market-sizing drills that question your weakest assumptions and grade the reasoning, not just the number.

Catches
Unrealistic assumptions and numbers nobody sanity-checked.
Stops when
Never; it's practice.
Try it
Rapid-fire or full mode → A guesstimate, then a graded scorecard
Tacit OriginalsOwner
Free

Careers · Practice

Mock Interview

A probing interview for the company and role you name, then a debrief that rewrites your weakest answer.

Catches
Vague answers that say "we" when asked about "you".
Stops when
Never; it's practice.
Try it
A company and role → A probing round and a debrief
Tacit OriginalsOwner
Free

Careers · Does the work

Placement Resume Sharpener

Rewrites resume bullets to show impact, matched to a target role.

Catches
Bullets that list tasks with no number, outcome or ownership.
Stops when
There's a gap or role change that needs a career-coach conversation.
Try it
A bullet and the target JD → A rewritten bullet and a fit score
Career services lead, ex-recruiterOwner · review pending
Free

Strategy · Practice

Founder's Office Case Coach

Pressure-tests your answer to a founder's office assignment.

Catches
Polished slides that skip the actual decision a founder needs.
Stops when
The assignment uses a real company's confidential data.
Try it
Your case approach → The decision you missed, the gaps, a crisp recommendation
Founder, ex-founder's officeOwner · review pending
Free

Startups · Does the work

Pitch Deck Critic

Reviews your pitch like an investor in the first three minutes.

Catches
Decks that bury the "why now" and treat a market-size number as a moat.
Stops when
You're about to send it to a real investor.
Try it
Your deck outline → Top 3 red flags, the slide to cut, a stronger opening line
VC / startup facultyOwner · review pending
Free

Startups · Does the work

Unit Economics Checker

Checks the business-model math in your startup or project.

Catches
CAC that ignores channel reality, and margins that ignore returns or discounts.
Stops when
The numbers are going to real investors.
Try it
Your model's assumptions → Broken assumptions, a realistic range, a sanity check
Finance / VC facultyOwner · review pending
Free

Projects · Does the work

Immersion Project Scoper

Turns a vague company brief into a clear 4-week project plan.

Catches
Scopes too broad to finish, and deliverables with no success metric.
Stops when
The company's expectations conflict with academic requirements.
Try it
The company's brief → Problem statement, scope, weekly milestones, success metric
Industry immersion mentorOwner · review pending
Free

Sales · Does the work

Cold Email Reviewer

Reads your outreach as a busy stranger would, then rewrites it around one real reason and one small ask.

Catches
A first line about you, and asks that cost the reader effort.
Stops when
The email makes claims you can't back up.
Try it
Your email → A verdict, what's killing it, and a rewrite
Tacit OriginalsOwner
Free

Engineering · Does the work

PR Review: Staff Engineer

Reviews code from risk first: migrations, auth, money, retries. Blocking issues separate from nits. Built for agents too.

Catches
Unsafe migrations, retries and auth gaps hidden behind clean code.
Stops when
Security changes or irreversible data operations.
Try it
A diff → Blocking issues, questions and nits, separated
Tacit OriginalsOwner
Free

Business · Does the work

Freelance Quote Builder

Scopes and prices a client brief with three options, an advance, and a change-request clause.

Catches
Vague scope and no advance.
Stops when
Legal or tax questions.
Try it
A client brief → Three priced options with terms
Tacit OriginalsOwner
Free