interview-designer

Create structured, bias-free interview guides from job descriptions and candidate resumes.

1|Updated May 1, 2026
One-click install
npx skills add https://github.com/e2662020/QuickMovie --skill interview-designer-e2662020
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-designer
Source: https://github.com/e2662020/QuickMovie/tree/main/skills/interview-designer
Command: npx skills add https://github.com/e2662020/QuickMovie --skill interview-designer-e2662020

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill eliminates the risk of biased, inconsistent hiring decisions caused by ad-hoc interview planning and confirmation bias, replacing guesswork with a standardized, evidence-based workflow that ensures fair, objective candidate assessment.

Core Features & Use Cases

  • 3-Phase Evidence-Based Methodology: Uses Scorecard definition, Forensic resume scanning, and Future performance simulation to create comprehensive, role-aligned interview guides.
  • Dynamic Expert Panel: Automatically tailors question design to the role using insights from Geoff Smart (Topgrading), Lou Adler (performance-based hiring), Daniel Kahneman (bias mitigation), and role-specific domain experts.
  • Balanced Assessment Outputs: Generates both Red Flags (concerns/gaps) and Green Signals (highlight verification) to avoid one-sided evaluation.
  • Use Case: For example, when hiring a senior software engineer, use this Skill to first define the role's 12-month success outcomes, scan the candidate's resume for gaps against that scorecard, then design pressure tests for past performance concerns and future simulation scenarios for role-specific challenges.

Quick Start

Use the interview-designer skill to create a structured, bias-free interview guide for the [insert target role] position, using the provided job description and candidate resume as inputs.

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 unbiased interview guide from a resume and job description?

An evidence-based interview guide replaces ad-hoc assessments by combining scorecard-defined standards, forensic resume analysis, and future performance simulation to ensure standardized, bias-free candidate evaluation across all professional roles.

What is the best way to mitigate confirmation bias during candidate assessment?

Mitigating confirmation bias requires applying balanced red flag and green signal frameworks alongside forensic resume scanning, ensuring interviewers evaluate evidence-based performance metrics rather than subjective impressions during candidate assessment.

How do I design performance-based interview questions for role-specific challenges?

Design performance-based questions by defining role-specific success outcomes on a scorecard, scanning the resume for gaps, then generating pressure tests for past performance and future simulation scenarios to evaluate role-specific challenges.

Can I use scorecard-defined standards for hiring assessments across all professional roles?

Yes, scorecard-defined standards apply to recruitment workflows for all professional roles, enabling objective candidate evaluation by aligning 12-month success outcomes with forensic resume analysis and future performance simulation frameworks.

Does structured interview design work for senior software engineer hiring simulations?

Structured interview design works for senior software engineer hiring by defining 12-month success outcomes, scanning resumes for gaps, and designing pressure tests alongside future simulation scenarios for role-specific technical challenges.

Why does ad-hoc interview planning lead to inconsistent hiring decisions?

Ad-hoc interview planning causes inconsistent hiring decisions by lacking standardized scorecard definitions and bias mitigation frameworks, resulting in subjective candidate evaluation rather than evidence-based, structured assessment.