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.