interview-prep-generator

Interview Prep Generator

When to Use This Skill

Use this skill when the user wants to:

• Prepare for a job interview
• Practice answering interview questions
• Create STAR stories from their experience
• Anticipate questions for a specific role
• Mentions: "interview prep", "prepare for interview", "STAR stories", "interview questions", "behavioral questions"

Core Capabilities

• Generate role-specific interview questions
• Create STAR stories from resume bullets
• Predict questions based on job description
• Prepare answers for common questions
• Create talking points for each experience
• Identify potential concerns and prepare responses

Interview Preparation Framework

Phase 1: Role Analysis

• Extract likely questions from job description
• Identify skills that will be tested
• Research company interview style

Phase 2: Story Banking

• Convert resume bullets into STAR stories
• Create stories for common competencies
• Practice concise delivery

Phase 3: Mock Preparation

• Practice common questions
• Prepare questions to ask
• Research company-specific topics

The STAR Method Detailed

Structure

• Situation: Set the context (1-2 sentences)
• Task: Describe your responsibility (1 sentence)
• Action: Explain what YOU did (2-3 sentences)
• Result: Share the outcome with metrics (1-2 sentences)

STAR Story Template

SITUATION: "At [Company], we faced [specific challenge/context]..."

TASK: "I was responsible for [specific ownership]..."

ACTION: "I [specific action 1], [specific action 2], and [specific action 3]..."

RESULT: "As a result, [quantified outcome]. This led to [business impact]."

Example STAR Story

Question: "Tell me about a time you led a team through a difficult project."

Answer:

Time: 90 seconds to 2 minutes

Story Banking Process

Step 1: Identify Core Competencies

Leadership Stories Needed:

• Led a team through challenge
• Managed conflict
• Made a difficult decision
• Delegated effectively
• Developed/mentored someone

Problem-Solving Stories Needed:

• Solved complex technical problem
• Fixed a process that was broken
• Handled unexpected obstacle
• Made decision with incomplete information
• Improved something proactively

Collaboration Stories Needed:

• Worked with difficult colleague
• Aligned cross-functional stakeholders
• Built consensus
• Partnered with other teams
• Influenced without authority

Achievement Stories Needed:

• Exceeded goals/expectations
• Delivered under pressure
• Went above and beyond
• Took initiative
• Accomplished something proud of

Failure/Growth Stories Needed:

• Made a mistake and learned
• Received critical feedback
• Failed and recovered
• Changed approach based on learning

Step 2: Map Resume to Stories

For each resume bullet, create a full STAR story:

Step 3: Create Multiple Versions

Each story should have:

• Full version: 2 minutes (for "tell me about a time...")
• Short version: 60 seconds (for follow-ups)
• One-liner: 15 seconds (for "give me an example")

Common Interview Questions by Category

Behavioral Questions

Leadership:

• "Tell me about a time you led a team."
• "Describe a situation where you had to make an unpopular decision."
• "How have you developed team members?"
• "Tell me about a time you dealt with a difficult team member."

Problem-Solving:

• "Describe a complex problem you solved."
• "Tell me about a time something didn't go as planned."
• "How do you approach problems with incomplete information?"
• "Give an example of an innovative solution you developed."

Collaboration:

• "Tell me about working with someone difficult."
• "Describe a time you had to influence someone without authority."
• "How do you handle disagreements with colleagues?"
• "Tell me about a successful cross-functional project."

Achievement:

• "What's your proudest professional accomplishment?"
• "Tell me about a time you exceeded expectations."
• "Describe a goal you achieved against the odds."
• "What's the biggest impact you've had in your career?"

Failure/Growth:

• "Tell me about a time you failed."
• "What's the biggest mistake you've made at work?"
• "How do you handle criticism?"
• "What would you do differently in your career?"

Role-Specific Questions

Product Management:

• "How do you prioritize features?"
• "Walk me through how you'd approach [product problem]."
• "How do you measure product success?"
• "Tell me about a product you shipped from 0 to 1."

Engineering:

• "Describe your experience with [specific technology]."
• "How do you approach code reviews?"
• "Tell me about a technical challenge you solved."
• "How do you balance technical debt vs. features?"

Marketing:

• "How do you measure campaign success?"
• "Tell me about a campaign that didn't work."
• "How do you allocate budget across channels?"
• "Describe your approach to brand building."

Sales:

• "Walk me through your sales process."
• "Tell me about a deal you lost and why."
• "How do you handle objections?"
• "Describe your largest closed deal."

Standard Questions

About You:

• "Tell me about yourself." (2 min pitch)
• "Walk me through your resume."
• "Why are you looking for a new role?"
• "Where do you see yourself in 5 years?"

About the Role:

• "Why this role?"
• "What interests you about this position?"
• "What do you think this role entails?"
• "What would you do in your first 90 days?"

About the Company:

• "Why this company?"
• "What do you know about us?"
• "Why do you want to work here?"
• "What excites you about our mission?"

Questions to Ask Interviewers

For Hiring Manager

• "What does success look like in this role at 30/60/90 days?"
• "What are the biggest challenges facing the team?"
• "How is performance measured?"
• "What's the team structure?"

For Team Members

• "What's a typical day/week like?"
• "What do you enjoy most about working here?"
• "How do teams collaborate?"
• "What would you want a new hire to know?"

For Executives

• "What's the company's strategy for the next year?"
• "How does this team contribute to company goals?"
• "What keeps you excited about the company?"

To Avoid

• ❌ Questions about salary/benefits (save for HR)
• ❌ Questions you could easily Google
• ❌ Negative questions about company problems
• ❌ Yes/no questions (ask open-ended)

Handling Difficult Questions

"What's your greatest weakness?"

Formula: Real weakness + Self-awareness + Improvement steps

"Why are you leaving your current job?"

Keep it:

• Positive (growth-focused)
• Forward-looking (not complaint-based)
• Brief (don't over-explain)

"Tell me about a time you failed"

Must include:

• Real failure (not humble brag)
• What you learned
• How you applied the learning

Salary Questions

Deflect until you have to answer:

If pressed:

Output Format

When generating interview prep:

Implementation Checklist

For complete interview prep:

1. ✅ Analyze job description for competencies
2. ✅ Create 8-10 STAR stories covering all competencies
3. ✅ Write "tell me about yourself" pitch
4. ✅ Prepare answers for likely questions
5. ✅ Research company thoroughly
6. ✅ Prepare thoughtful questions to ask
7. ✅ Practice out loud (time yourself)
8. ✅ Prepare logistics (outfit, route, tech check)
9. ✅ Review the day before interview
10. ✅ Send thank you notes after