Interview Prep
Most interview prep covers the questions you want to be asked. Real interviewers ask the ones you're hoping they won't. Interview Prep generates role-specific question sets, runs mock interviews, and coaches your answers using STAR — including the uncomfortable questions about gaps, short tenures, and what your last manager would say about you.
What this skill does
The reason most interview prep fails is the practice set. People rehearse "tell me about yourself" twenty times and freeze on "tell me about your biggest professional failure." They prepare the curated highlights and panic on the questions about gaps, short tenures, or what their last manager would say is their weakest area. Real interviewers ask both kinds. This skill prepares both kinds — the expected questions and the uncomfortable ones, ranked by probability of actually being asked given the role and stage.
The skill works in three modes. Question generation pulls requirements from the job posting and turns each one into a behavioural question, so the practice set is specific to this role at this company, not a generic top-50 list. Mock interview runs the questions one at a time, listens to your answer, then gives specific feedback — what worked, what was vague, where you said "we" when you meant "I," where the result was unquantified, where the answer ran over two minutes. Answer coaching takes the one question you're dreading and builds the answer paragraph by paragraph until it's tight, honest, and rehearsable.
The frameworks are explicit. STAR for behavioural questions — Situation brief, Task short, Action long and specific, Result quantified. Present-Past-Future for "tell me about yourself," which is a 60-90 second pitch, not a life story. A specific structure for the weakness question that names a real weakness, shows awareness, demonstrates action, and proves progress without pretending the weakness is secretly a strength. A "moving toward, not running from" frame for "why are you leaving?" that never badmouths the current employer.
The skill is calibrated to interview format. A 25-minute phone screen needs a 60-second pitch and a clear salary range, not eight STAR stories. A panel needs eye contact rules. A case study needs structured problem-solving frameworks. A final round needs strategic questions you'll ask back. Each format gets the right preparation density, not a one-size kit. And at least one curveball question — the one they won't expect, based on the company's recent news or product direction — is always included. Because the goal isn't to pass a rehearsal. It's to not get caught flat-footed on the day.
When this triggers
- ·You have an interview in the next two weeks and want a structured prep plan
- ·You want a mock interview that doesn't go easy on you
- ·You're dreading a specific question and need to build the answer before you say it out loud
- ·You've bombed 'tell me about yourself' enough times that it's now a recurring nightmare
- ·You have a gap, a short stint, or a career change on your CV that's going to come up
Example
Trigger
User: 'Final round interview Thursday. Head of Product role at a Series B fintech. Worried about: 8-month stint at last company, no fintech experience, and the 'tell me about a failure' question.'
Output
Likely question set (12 questions, ranked by probability): Behavioural (4): · "Walk me through a roadmap call where stakeholders disagreed" · "Tell me about a time you killed a feature you championed" · "How do you prioritise when engineering says everything is P0?" · "Describe a launch that underperformed. What did you learn?" The "Why" set (3): · "Why fintech? You've never worked in financial services" · "Why are you leaving after only 8 months at [company]?" · "What do you know about our regulatory environment?" The uncomfortable set (3): · "Your last manager — what would they say is your weakest area?" · "Tell me about the biggest mistake you've made as a PM" · "Why should we hire you over a candidate with fintech background?" Curveball (2): [specific to their product roadmap and recent press] Coached answer for the 8-month question: [STAR-structured 90-second answer reframing the short stint as a deliberate decision, not a flameout. Three versions provided depending on how aggressive the interviewer pushes.]
Get this skill + 9 more
Included in the The Freelancer Stack — win clients, deliver work, get paid. Save $100+ vs buying individually.
Get The Freelancer Stack — $99What you get
- 165-line SKILL.md, ready to drop into ~/.claude/skills/
- Tested through 3 Karpathy-loop iterations (versions v1.0.0 → v1.3.0)
- Triggers automatically when relevant — no command to remember
- Lifetime updates as the skill is refined further
More from Career
Not abstract advice ("follow the user's passion") — specific action plans with timelines, skill gaps to close, roles to target, and moves to make
The default assumption when someone switches careers is "they couldn't hack it" or "they're starting over. Reframe the pivot as the logical next step in a coherent career journey — one that makes the…
Most people skip this step — they optimize for title, salary, or prestige without understanding their own non-negotiables, then end up in high-paying jobs they hate
The bar is low — most cover letters are either generic form letters or rambling autobiographies
Portfolios that just show the output fail. Portfolios that tell the story of the thinking behind the output get hired
Rejection hurts — the user is not going to pretend it doesn't. But after acknowledging the disappointment, helps extract every possible lesson, identify what's within the user's control to change,…
Browse the full library
297 skills across 31 categories. One purchase, lifetime updates.
See all bundles