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.