interview-designer

Design structured interview processes with scorecards, forensic scans, and future simulations.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/Prathviraj-jadhav/nexgen-elit-website --skill interview-designer-prathviraj-jadhav
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-designer
Source: https://github.com/Prathviraj-jadhav/nexgen-elit-website/tree/main/.agent/skills/interview-designer
Command: npx skills add https://github.com/Prathviraj-jadhav/nexgen-elit-website --skill interview-designer-prathviraj-jadhav

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Evidence-based interview design and preparation eliminates guesswork in assessing candidate fit by structuring the evaluation around a defined standard (Scorecard), rigorous evidence gathering (Forensic Scan), and future performance simulation.

Core Features & Use Cases

  • Expert Panel: Dynamically assemble top minds (Geoff Smart, Lou Adler, Daniel Kahneman) and a domain expert to drive unbiased evaluation.
  • End-to-end workflow: Define Scorecard, perform Forensic Resume Scan, and run Future Simulation to predict on-the-job performance.
  • Output formats: Generate a structured interview guide with Red Flags, Green Signals, and scenario-based questions.

Quick Start

Define the role's success with a scorecard, then run the resume forensic and future-simulation steps to generate the 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 design an evidence-based interview process to validate candidate fit?

You design an evidence-based interview by defining a role scorecard, performing a forensic resume scan, and running future performance simulations to generate a structured guide with scenario questions.

What is a forensic resume scan and how does it help evaluate candidates?

A forensic resume scan rigorously analyzes past candidate evidence against defined competencies and outcomes. It eliminates guesswork by validating historical claims before proceeding to future performance simulation.

How do I reduce hiring bias when structuring interview questions?

Reduce hiring bias by assembling an configurable expert panel to drive unbiased evaluation, defining strict scorecards, and generating standardized scenario-based questions with clear Red Flags and Green Signals.

Can I simulate future on-the-job performance before making a hiring decision?

Yes, you can simulate future on-the-job performance by running future projection steps. This leverages past-forensic analysis to predict how candidates will handle role-specific scenarios and outcomes.

What's the best way to structure an interview guide for rigorous competency evaluation?

The best way to structure an interview guide is by defining scorecard metrics for mission and outcomes, then outputting structured formats with Red Flags, Green Signals, and scenario-based questions.

Does interview planning work for roles requiring deep evaluation of mission and outcomes?

Yes, interview planning applies directly to roles requiring rigorous evaluation. It structures the entire assessment around mission alignment, outcome prediction, and competency validation through end-to-end workflows.