interview-system-designer

Design interview loops and question banks with scoring rubrics using Python scripts.

Updated Mar 12, 2026
One-click install
npx skills add https://github.com/Fantasia1999/claude-skills-zh --skill interview-system-designer-fantasia1999
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-system-designer
Source: https://github.com/Fantasia1999/claude-skills-zh/tree/main/translations/engineering/interview-system-designer
Command: npx skills add https://github.com/Fantasia1999/claude-skills-zh --skill interview-system-designer-fantasia1999

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the entire hiring process by providing tools to design effective interview loops, generate relevant questions, and analyze interview data for bias and calibration issues.

Core Features & Use Cases

  • Interview Loop Design: Create tailored interview structures for any role and level.
  • Question Bank Generation: Develop competency-based interview questions with scoring rubrics.
  • Hiring Calibration: Analyze interview data to detect bias and ensure consistent evaluation.
  • Use Case: A hiring manager needs to hire a Senior Software Engineer. They can use this Skill to generate a comprehensive interview loop, including technical and behavioral questions, and then later analyze the interview feedback to ensure fairness and consistency across interviewers.

Quick Start

Use the interview-system-designer skill to design an interview loop for a Senior Software Engineer 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 design an interview loop for a Senior Software Engineer role?

Design an interview loop by defining competency-based interview structures tailored for software engineering roles, generating technical and behavioral questions, and applying scoring rubrics to evaluate candidates consistently.

How does bias detection in hiring data work during interview calibration?

Bias detection in hiring data works by analyzing interview feedback and scoring patterns to identify inconsistencies across interviewers, ensuring fair and calibrated evaluations throughout the recruitment process.

Can I generate a competency-based question bank with scoring rubrics for product management interviews?

Yes, you can generate a competency-based question bank with scoring rubrics for product management interviews, supporting tailored question creation and structured evaluation for various roles and levels.

What is the best way to create tailored interview structures for different roles and levels?

The best way to create tailored interview structures is using Python scripts to design role-specific interview loops, generate relevant questions, and analyze hiring data for calibration and bias detection.

Does this interview calibration tool support design and software engineering roles?

Yes, this interview calibration tool supports roles in software engineering, product management, and design, allowing you to calibrate evaluations and optimize hiring processes across these specific domains.