interview-designer

Generate structured interview guides using Scorecard, Forensic Scan, and Future Simulation.

Updated Apr 28, 2026
One-click install
npx skills add https://github.com/ncsound919/deterministic-brain --skill interview-designer-ncsound919
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-designer
Source: https://github.com/ncsound919/deterministic-brain/tree/main/skills/interview-designer
Command: npx skills add https://github.com/ncsound919/deterministic-brain --skill interview-designer-ncsound919

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Interview design is often biased and reactive when starting from resumes. This skill replaces resume-first questioning with a rigorous Scorecard → Forensic Scan → Future Simulation workflow to produce objective interview guides.

Core Features & Use Cases

  • Scorecard-driven planning that defines mission, outcomes, and competencies before assessing candidates.
  • Forensic resume analysis to surface gaps and evidence of capability.
  • Future-performance simulations to craft targeted questions and evaluation criteria.

Quick Start

Plan an evidence-based interview for a given role by defining a Scorecard, performing a forensic resume scan, and simulating future performance to generate a structured interview guide.

Frequently Asked Questions about interview-designer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create an evidence-based interview guide to reduce hiring bias?

An evidence-based interview guide reduces hiring bias by using a structured Scorecard, Forensic Scan, and Future Simulation workflow to define mission outcomes and evaluate candidates objectively before assessment.

What is a forensic resume scan in interview preparation?

A forensic resume scan is an interview preparation step that analyzes candidate resumes to surface capability gaps and evidence, replacing reactive resume-first questioning with targeted evaluation criteria.

How do I build interview scorecards with future-performance simulations?

Build interview scorecards with future-performance simulations by defining required competencies and outcomes, then crafting scenario-driven questions that simulate future job performance to generate standardized reporting.

Can I apply standardized interview templates across different hiring roles?

Yes, you can apply standardized interview templates across different hiring roles. The workflow uses adaptable scorecards and scenario-driven questions to ensure objective evaluation regardless of the specific position.

What is the best way to structure interview questions for objective candidate evaluation?

The best way to structure interview questions for objective candidate evaluation is combining scorecard-driven planning with future-performance simulations, ensuring scenario-driven questions align with predefined competency outcomes and bias controls.

Why should I avoid resume-first questioning during candidate interviews?

Avoid resume-first questioning because it often leads to biased and reactive hiring decisions. Replacing it with a structured scorecard and forensic scan workflow ensures objective evaluation with standardized reporting.