test/skills/interview-designer/README.md
2026-03-24 04:04:58 +00:00

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Interview Designer

Evidence-Based Interview Planning

Design interview questions using Scorecard → Forensic Scan → Future Simulation. Avoid confirmation bias and produce structured interview guides (Scorecard + Red Flags/Green Signals + Pressure Tests + Future Scenarios) with Geoff Smart, Lou Adler, and Daniel Kahneman as the default expert panel.


When to Use This Skill

Use this skill when:

  • You need to design interview questions for a specific role
  • You want to avoid confirmation bias in interview planning
  • You're creating a structured interview guide (Scorecard + Questions + Pressure Tests)
  • You need to balance past validation with future simulation

Methodology: Scorecard → Forensic → Future

Phase Expert What You Define
1. Scorecard Geoff Smart Mission, Outcomes, Competencies — before looking at any resume
2. Forensic Scan Smart + Domain Resume gaps vs. highlights; "Too Good To Be True" / "Driver vs Passenger" heuristics
3. Future Simulation Lou Adler Performance problems the candidate would face in your context; week-one scenarios

What You Get

Output Template Purpose
Interview Guide templates/interview_guide_template.md Scorecard + Red Flags/Green Signals + Pressure Tests + Future Scenarios

The guide includes both concerns (Red Flags) and highlight verification (Green Signals) for objective assessment.


Design Principles

  1. Cannot Be Memorized — Questions force real-time thinking (simulation) or concrete recall (pressure test).
  2. Forced Trade-offs — Choose between two "correct" options to surface values, not just knowledge.
  3. Detail Granularity — Probe to "what exact words did you say" or "what diagram did you draw."

Quick Reference

Interview Goal Question Type Example
Validate past claims Pressure Test (STAR) "Walk me through the specific metrics you tracked and how you used them."
Predict future fit Future Simulation "Here's our Q1 challenge. How would you approach it in your first week?"
Detect blind spots Trade-off Question "Speed vs. quality — which would you sacrifice here, and why?"

Install

ClawHub (OpenClaw):

npx clawhub@latest install interview-designer

Other (e.g. skills.sh):

npx skills add mikonos/interview-designer

Compatible with Cursor, Claude Code, OpenClaw, and other agents that support the skills protocol.