AI Skill Report Card

Conducting Interviews

A-88·Jan 21, 2026
YAML
--- name: conducting-interviews description: Conducts structured interviews with progressive questioning, extracting insights from responses to formulate follow-up questions. Use when interviewing users, customers, stakeholders, or conducting research conversations. ---

Conducting Professional Interviews

Start with an open question, listen actively, then drill down:

Q1: "Can you walk me through your typical day using [product/service]?"
→ Listen for pain points, workflows, emotions
Q2: "You mentioned [specific detail] - what makes that particularly challenging?"
→ Extract root causes
Q3: "How do you currently handle that challenge?"
→ Understand workarounds and impact
Recommendation
Add specific templates for different interview types (user research vs. stakeholder vs. expert interviews) to make it more immediately actionable

Interview Structure

  1. Opening (5 min)

    • Thank participant
    • Explain purpose and format
    • Get consent to record/take notes
    • Start with easy background question
  2. Main Interview (20-40 min)

    • Ask primary questions
    • Listen for unexpected insights
    • Probe deeper with follow-ups
    • Document responses in real-time
  3. Closing (5 min)

    • "Is there anything important I haven't asked about?"
    • Next steps
    • Thank participant

Progressive Questioning Technique

Progress:

  • Ask broad, open-ended question
  • Listen for specific details, emotions, or unexpected elements
  • Identify 2-3 interesting threads to explore
  • Ask "Tell me more about..." for highest-priority thread
  • Continue drilling down until you reach root insights
  • Move to next thread or topic
Recommendation
Include more concrete input/output examples showing the complete flow from initial question through multiple follow-ups to final insights

Example 1: User Research Input: Interviewing about mobile banking app usage

Q: "How do you typically handle your banking needs?"
A: "I mostly use the app, but sometimes I get frustrated and call the bank."
Q: "What specifically frustrates you about the app?"
A: "The transfer process takes forever - so many screens."
Q: "Can you show me exactly what you do when making a transfer?"
A: [User demonstrates] "See, I have to confirm three times!"
Q: "What would make this process feel right to you?"

Example 2: Stakeholder Interview Input: Understanding business requirements

Q: "What's your biggest challenge with the current system?"
A: "Our reports are always late, and clients complain."
Q: "How late are we talking, and what causes the delays?"
A: "Usually 2-3 days late. The data comes from multiple sources..."
Q: "Walk me through how you currently pull that data together."
Recommendation
Provide a specific note-taking template or format that practitioners can use during interviews rather than just describing the approach

Question Types:

  • Behavioral: "Tell me about the last time you..."
  • Hypothetical: "What would you do if...?"
  • Comparison: "How does this compare to...?"
  • Emotion: "How did that make you feel?"

Active Listening:

  • Repeat back key points: "So what I'm hearing is..."
  • Use their exact words in follow-ups
  • Notice what they don't say
  • Pay attention to tone and body language

Real-time Documentation:

Q1: Background/context question
A1: [Key points, exact quotes in "quotes", emotions in (parentheses)]

Q2: Follow-up based on [specific detail from A1]
A2: [New insights, contradictions, pain points]

Insights: [Patterns, surprises, hypotheses to test]

Probing Techniques:

  • "Can you give me a specific example?"
  • "What did you do next?"
  • "How did others react to that?"
  • "What would have to change for this to work better?"
  • Leading questions: "Don't you think X is better?" → "How do you compare X and Y?"
  • Multiple questions at once: Confuses participants
  • Interrupting: Let them finish completely before responding
  • Assuming context: Ask for definitions of their terminology
  • Rushing to solutions: Focus on understanding the problem first
  • Not documenting: Memory fades quickly - write during the conversation
  • Ignoring emotions: Feelings reveal true motivations and pain points
  • Staying surface-level: Always ask "Why?" or "Tell me more about that"
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Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15