interview-system-designer

Generate role-specific interview loops, question banks, and scoring rubrics.

Updated Feb 27, 2026
One-click install
npx skills add https://github.com/amanhsn/flyerbuild --skill interview-system-designer-amanhsn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-system-designer
Source: https://github.com/amanhsn/flyerbuild/tree/main/.cursor/skills/interview-system-designer
Command: npx skills add https://github.com/amanhsn/flyerbuild --skill interview-system-designer-amanhsn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the creation and calibration of interview processes, ensuring fairness, effectiveness, and efficiency in hiring.

Core Features & Use Cases

  • Design Role-Specific Interview Loops: Automatically generate interview structures tailored to any role and experience level.
  • Generate Competency-Based Question Banks: Create targeted interview questions with scoring rubrics.
  • Analyze Hiring Data for Bias: Identify and mitigate bias in interview scoring and decision-making.
  • Use Case: A hiring manager needs to define an interview process for a new Senior Software Engineer role. They can use this Skill to generate a complete loop, including technical rounds, behavioral questions, and interviewer guidelines, ensuring a consistent and fair evaluation.

Quick Start

Use the interview-system-designer skill to generate an interview loop for a senior product manager role.

Frequently Asked Questions about interview-system-designer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create a structured interview loop for a new role?

To create an interview loop, define the specific role and experience level to automatically generate a tailored sequence of interview rounds, competency matrices, and scoring rubrics. This structured hiring pipeline ensures consistent and fair candidate evaluation across interviewers.

What is bias detection in interview scoring and how does it work?

Bias detection in interview scoring analyzes historical hiring data to identify patterns of unfairness in evaluation and decision-making. It works by reviewing interviewer guidelines and scoring rubrics to calibrate the hiring process and mitigate evaluation bias.

How do I generate a competency-based question bank with scoring rubrics?

Generate a competency-based question bank by inputting target job requirements, which produces targeted interview questions paired with detailed scoring rubrics. This evaluates candidates against consistent metrics rather than subjective impressions.

Can I calibrate an existing hiring process for a senior software engineer role?

Yes, you can calibrate an existing hiring process for a senior software engineer role by analyzing current technical rounds and behavioral questions. The system refines interviewer guidelines and scoring rubrics to ensure a fair and consistent evaluation loop.

What's the best way to standardize candidate evaluation across multiple interviewers?

The best way to standardize candidate evaluation is to implement structured scoring rubrics and competency matrices for your interview loop. This provides all interviewers with identical guidelines and question banks, reducing variance and ensuring fair candidate assessments.