interview-designer

Design evidence-based interview guides with scorecards, resume analysis, and performance simulations.

Updated Jul 9, 2026
One-click install
npx skills add https://github.com/AshesOfTheUndead/rezurxlib --skill interview-designer-ashesoftheundead
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-designer
Source: https://github.com/AshesOfTheUndead/rezurxlib/tree/main/skills/interview-designer
Command: npx skills add https://github.com/AshesOfTheUndead/rezurxlib --skill interview-designer-ashesoftheundead

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and templates (resource) components.

What problem does it solve?

This skill solves the problem of subjective, biased, and ineffective hiring by replacing casual interview preparation with a rigorous, evidence-based methodology.

Core Features & Use Cases

  • Structured Scorecarding: Defines success criteria (Mission, Outcomes, Competencies) before reviewing candidates to prevent confirmation bias.
  • Forensic Resume Analysis: Identifies gaps and highlights using objective heuristics to verify candidate claims.
  • Future Simulation: Generates performance-based scenarios that test how a candidate would handle real-world challenges in their first week.

Quick Start

Use the interview-designer skill to generate a structured interview guide for a Senior Product Manager role based on the provided job description.

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 strategy to mitigate hiring bias?

An evidence-based interview strategy mitigates hiring bias by defining structured scorecards for Mission, Outcomes, and Competencies before reviewing candidates. This approach replaces casual preparation with objective heuristics and performance-based hiring methodologies.

What is the best way to prepare a structured interview guide for a senior role?

The best way to prepare a structured interview guide is to integrate scorecard definition with forensic resume analysis. This identifies gaps and highlights in candidate claims while generating performance-based scenarios to simulate real-world challenges.

How does forensic resume analysis verify candidate claims during recruitment?

Forensic resume analysis verifies candidate claims by applying objective heuristics to identify gaps and highlights within the resume. This structured assessment ensures candidate competencies are validated against predefined success criteria.

Can I use Topgrading methodologies to predict future job success during interviews?

Yes, Topgrading methodologies predict future job success by validating candidate competencies through structured scorecards. This framework ensures objective assessment of past performance to forecast future outcomes in the target role.

How do performance-based scenarios simulate future job performance in an interview?

Performance-based scenarios simulate future job performance by generating real-world challenges a candidate would face in their first week. This future simulation tests competencies directly against the defined success criteria of the role.

When do I need to define scorecard success criteria to prevent confirmation bias?

You need to define scorecard success criteria before reviewing any candidates to prevent confirmation bias. Establishing Mission, Outcomes, and Competencies first ensures the interview process remains objective and evidence-based.