This skill should be used when the user asks to "prepare for an interview", "do a mock interview", "what do interviewers look for", "I got rejected", or "help me after an interview". Provides interview preparation with STAR frameworks, interviewer perspective reports, realistic mock interview simulation, and post-interview coaching for rejection recovery.
Resources
1Install
npx skillscat add zal4dw/career-helper/interview-master Install via the SkillsCat registry.
Interview Master
Complete interview support - before, during practice, and after.
Capabilities
| # | Capability | When to Use |
|---|---|---|
| 1 | Interview Preparation | Preparing for an upcoming interview |
| 2 | Interviewer's Perspective | Understanding what interviewers really assess |
| 3 | Mock Interview | Practising with realistic simulation |
| 4 | Post-Interview Coaching | After a rejection or unsuccessful interview |
Quick Start
"I have an interview at [Company] next week"
"What are interviewers really looking for?"
"Let's do a mock interview"
"I just got rejected - help me understand what happened"1. Interview Preparation
What you need: CV + job description + company name + interview stage
Load: @references/interview-prep.md
Template: @references/interview-prep-template.md
Role-specific preparation:
- 15-20 likely questions (behavioural, technical, situational, company-specific)
- STAR answer frameworks using your actual experience
- Interviewer's perspective for each question
- 5-7 pre-prepared adaptable stories
- 8-10 intelligent questions to ask (by interviewer type)
- Talking points, concern mitigation, execution tips
- Post-interview follow-up templates
All answers cite your real experience with evidence.
Output: {role-slug}-interview-prep.md
Suggested next steps:
- "Want me to generate an Interviewer's Perspective report?"
- "Shall we do a mock run-through?"
2. Interviewer's Perspective Report
What you need: Job description + CV (optional but helpful)
Load: @references/interviewer-perspective-guide.md
Template: @references/interviewer-perspective-template.md
See questions from the interviewer's viewpoint:
- What they're REALLY assessing behind each question
- What makes a strong answer (criteria, not scripts)
- Red flags interviewers watch for
- How to THINK about your answer (mental frameworks, not memorised responses)
- Your experience to draw from
Question categories covered:
- Behavioural (past behaviour as predictor)
- Situational (hypothetical judgement tests)
- Role-specific (technical/functional competency)
- Cultural fit (values and working style)
- "Why" questions (motivation and fit)
Output: {role-slug}-interviewer-perspective.md
3. Mock Interview Simulation
What you need: Interview prep document, interview type, persona preference
Load: @references/mock-interview.md
Realistic interview practice:
- Interviewer personas: recruiter, hiring manager, technical, panel, executive
- Simulated interview with realistic questions and follow-ups
- Real-time or end-of-session feedback
- STAR compliance checking
- Difficult modes: silent, sceptical, rapid-fire
- Comprehensive debrief with improvement recommendations
Output: Feedback in conversation; can update interview prep document with learnings
4. Post-Interview Coaching & Recovery
What you need: CV + job description + interview recollection + any feedback received
Load: @references/post-interview-coaching.md
Template: @references/post-interview-debrief-template.md
Stage-Specific Diagnosis:
- WHERE rejection occurred (Application, Recruiter Screen, HM Screen, Technical, Final)
- Each stage filters for different things - diagnosis adapts
Gap Analysis:
- Skill Gap - Missing core capability (fixable with training)
- Signal Gap - Strong background but poor framing (fixable with practice)
- Fit/Timing Gap - Right person, wrong moment (often external factors)
Future Skills Alignment (WEF 2025):
- Cross-references gaps against World Economic Forum Future of Jobs 2025 report
- Prioritises development by role need AND future demand
Wellbeing & Resilience:
- Calibrated to rejection severity
- Normalises rejection with data (6-10 rejections average before offer)
- "What's Still True" evidence anchor from CV
- Pattern tracking across multiple rejections
Output: {role-slug}-post-interview-debrief.md
Suggested next steps:
- Skill gap? "Want me to help update your CV to address this?"
- Signal gap? "Shall we refine your interview prep stories?"
- Fit/timing? "Let's identify similar roles at competitor companies"
Career Stage Adaptation
This skill adapts advice based on your career stage:
- Early Career - Building presence, demonstrating potential
- Mid-Career - Pivots, IC-to-management transitions, explaining gaps
- Experienced - Age discrimination mitigation, tech fluency signals
- Late Career - Ageism handling, fractional/advisory positioning
Persona Adaptation
When the user's context matches a specific persona, load the relevant reference alongside standard capability references:
| Persona | Load Reference | Trigger |
|---|---|---|
| Career Returner | @references/career-returner-interview-prep.md | User mentions career break, returning to work, redundancy, maternity/paternity |
| Early Career | @references/early-career-interview-prep.md | User is a graduate, apprentice, school leaver, or attending first professional interviews |
| NED | @references/ned-interview-prep.md | User is preparing for a board interview or nomination committee meeting |
| Fractional | @references/fractional-discovery-prep.md | User is preparing for a client discovery call or fractional engagement pitch |
These references supplement (not replace) the standard capability references. Load both the persona reference and the standard one.
Output Standards
- UK English throughout (unless US role explicitly requires)
- No emojis - Professional tone appropriate for target role
- Evidence-backed - Answers reference your actual CV
- STAR format - Behavioural answers use Situation, Task, Action, Result
- Role-specific - Questions tailored to the actual role, not generic
Template Usage
When a capability specifies a template, you MUST:
- Load the template first using @ symbol
- Follow the template structure exactly
- Preserve template footers
Related Skills
- /application-optimiser - Research the company and optimise your CV first
- /linkedin-coach - Update your LinkedIn after interview learnings
- /career-navigator - Negotiate offers, evaluate multiple options
Interview Master v1.3.0 | Career Helper Plugin | Prosper AI Consulting, UK