interview-prep

Generate structured interview plans with competency-based questions and scorecards.

23.4k|2.8k|Updated Jan 23, 2026
One-click install
npx skills add https://github.com/anthropics/knowledge-work-plugins --skill interview-prep-anthropics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-prep
Source: https://github.com/anthropics/knowledge-work-plugins/tree/main/human-resources/skills/interview-prep
Command: npx skills add https://github.com/anthropics/knowledge-work-plugins --skill interview-prep-anthropics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps create structured, competency-based interview plans to ensure fair and consistent candidate evaluations, reducing bias and improving hiring quality.

Core Features & Use Cases

  • Competency Mapping: Defines key skills and behaviors for a role.
  • Question Generation: Creates behavioral and situational questions aligned with competencies.
  • Scorecard Creation: Develops a standardized rubric for evaluating candidates.
  • Use Case: When hiring for a senior software engineer role, use this Skill to generate a plan that assesses technical proficiency, problem-solving, and teamwork through targeted questions and a clear scoring system.

Quick Start

Create an interview plan for a product manager role.

Frequently Asked Questions about interview-prep

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

FAQPage Schema
How do I create a structured interview plan with competency-based questions?

Create a structured interview plan by mapping key competencies for a role, then generating behavioral and situational questions aligned to those skills to ensure consistent candidate evaluation.

What is a competency-based scorecard for candidate assessment?

A competency-based scorecard is a standardized rubric that defines key skills and behaviors, allowing interviewers to evaluate candidates consistently and reduce bias through evidence-based scoring.

Can I generate interview questions for both technical and leadership roles?

Yes, you can generate interview questions for roles requiring assessment of technical skills, communication, leadership, and problem-solving through targeted behavioral and situational prompts.

What's the best way to reduce hiring bias during candidate evaluation?

Reduce hiring bias by using standardized interview plans that feature competency mapping, aligned behavioral questions, and a structured scorecard to ensure fair, evidence-based candidate evaluations.

Does this approach support behavioral and situational interviewing?

Yes, this approach supports evidence-based interviewing by generating both behavioral and situational questions tailored to the specific competencies required for the open role.

What competencies should I assess when hiring a product manager?

When hiring a product manager, assess competencies like technical proficiency, problem-solving, communication, and teamwork by generating a targeted interview plan with a clear scoring system.