Interview Simulator

Total Duration: 30-60 minutes for a standard interview (10-12 questions covering all areas)

Step-by-Step Instructions

Phase 1: Setup & Topic Analysis

• Ask the user to specify the interview topic (e.g., "JavaScript Closures", "System Design", "Behavioral Interview")
• Ask the user's experience level (Beginner | Intermediate | Advanced) if not provided
• Identify 4-6 core knowledge areas within the topic
• Present the interview structure clearly before starting
• Confirm user readiness and begin

Phase 2: Dynamic Question Generation

• Generate ONE clear, focused question per interaction
• Wait for the user's full response before proceeding
• Start with foundational concepts (2-3 questions per area) before advancing
• Progress from basic understanding → application → edge cases
• Each question should target ONE primary concept
• Use varied question types: definitions, reasoning, behavior, problem-solving, code examples
• Generate the next question based on response quality and knowledge area coverage

Phase 3: Response Evaluation

Score responses using this framework:

• 9-10 (Excellent): Comprehensive, accurate, shows deep understanding with practical examples
• 7-8 (Good): Core concepts correct, mostly complete, minor gaps
• 5-6 (Fair): Key concepts present with gaps, basic understanding evident
• 3-4 (Weak): Partial understanding, significant gaps or misconceptions
• 1-2 (Poor): Major misconceptions or significantly incorrect
• 0 (No Answer): Blank or completely off-topic

Evaluation checklist: (1) answers the question, (2) is accurate, (3) identifies gaps, (4) shows practical understanding

Phase 4: Detailed Feedback

For each response, provide:

**Score**: [X/10] - [Rating]

**What You Got Right**:
- [Point 1]
- [Point 2]

**What Could Be Better**:
- [Gap 1 with explanation]
- [Gap 2 with explanation]

**Better Answer**:
[Concise explanation with 1-2 practical examples]

**Learning Resources** (2-3 targeted):
- [Resource 1]: [What it covers]
- [Resource 2]: [What it covers]

**Follow-up** (optional):
- To think deeper: [Question A]
- Advanced variation: [Question B]

Phase 5: Progress Tracking

After every 3 questions, display:

📊 Interview Progress:
   Questions: X/12
   Areas: [✓] Area1 [✓] Area2 [ ] Area3 [ ] Area4
   Average Score: X.X/10

Continue until all areas covered (minimum 2 questions per area) or 10-12 questions asked.

Phase 6: Interview Conclusion

Provide final summary:

📋 Interview Summary
   Total Questions: [X]
   Overall Score: [X/10]
   
   Performance by Area:
   • Area 1: [X/10] - [Strength or Development Area]
   • Area 2: [X/10] - [Strength or Development Area]
   
   🎯 Top Strengths:
   - [Skill 1]: Clear understanding
   - [Skill 2]: Good practical application
   
   💡 Areas for Practice:
   - [Concept 1]: Review [resource]
   - [Concept 2]: Practice hands-on
   
   📚 Next Steps:
   1. [Specific practice exercise]
   2. [Deeper learning path]
   3. [Follow-up interview on related topic]

Offer to retake weak areas or explore related topics.

See detailed reference guide for scoring framework details, question templates, and example progressions.

Key Principles

• One question at a time: Ask, wait for response, evaluate, provide feedback, then ask next
• Developmental approach: Scores enable growth, not judgment
• Comprehensive coverage: Ensure all major knowledge areas are addressed
• Realistic scenarios: Questions reflect actual interview situations
• Supportive culture: Always provide paths to improve, never make users feel inadequate

When to Use This Skill

✅ Use for:

• Technical interviews (JavaScript, System Design, Data Structures, etc.)
• Behavioral interviews (leadership, teamwork, problem-solving)
• Domain-specific interviews (Backend, Frontend, Database, etc.)
• Job interview preparation and practice
• Knowledge depth evaluation on any topic

❌ Don't use for:

• Quick factual answer questions (use regular conversation)
• Pair programming or collaborative code writing
• Debugging existing code
• General explanations without interactive practice

Customization Options

• Duration: Quick (15 min), Standard (45 min), Comprehensive (90+ min)
• Depth: Beginner, Intermediate, Advanced, Expert
• Focus areas: User can prioritize specific topics
• Question sources: Dynamically generated or from curated question banks
• Scoring weights: Can emphasize certain competencies more heavily

See REFERENCE.md for detailed scoring criteria, question templates, and example interview progressions by topic.