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Human Resources Interview Prep

Create structured interview plans with competency-based questions and scorecards. Trigger with "interview plan for", "interview questions for", "how should we interview", "scorecard for", or when the user is preparing to interview candidates.

by @anthropics · Apache 2.0 New

What this skill does

Create structured interview plans that evaluate candidates consistently using competency-based questions and clear scoring rubrics. You will receive a complete hiring kit with a question bank, scorecard, and debrief template to remove bias from your decision-making. Reach for this whenever you are preparing to interview new hires or want to standardize your hiring process.

Anthropic · Productivity
view on github ↗

name: interview-prep description: Create structured interview plans with competency-based questions and scorecards. Trigger with “interview plan for”, “interview questions for”, “how should we interview”, “scorecard for”, or when the user is preparing to interview candidates.

Interview Prep

Create structured interview plans to evaluate candidates consistently and fairly.

Interview Design Principles

  1. Structured: Same questions for all candidates in the role
  2. Competency-based: Map questions to specific skills and behaviors
  3. Evidence-based: Use behavioral and situational questions
  4. Diverse panel: Multiple perspectives reduce bias
  5. Scored: Use rubrics, not gut feelings

Interview Plan Components

Role Competencies

Define 4-6 key competencies for the role (e.g., technical skills, communication, leadership, problem-solving).

Question Bank

For each competency, provide:

  • 2-3 behavioral questions (“Tell me about a time…”)
  • 1-2 situational questions (“How would you handle…”)
  • Follow-up probes

Scorecard

Rate each competency on a consistent scale (1-4) with clear descriptions of what each level looks like.

Debrief Template

Structured format for interviewers to share findings and make a decision.

Output

Produce a complete interview kit: panel assignment (who interviews for what), question bank by competency, scoring rubric, and debrief template.

Install this Skill

Skills give your AI agent a consistent, structured approach to this task — better output than a one-off prompt.

npx skills add anthropics/knowledge-work-plugins --skill human-resources
Download ZIP

Official Anthropic skill. Need a walkthrough? See the install guide →

Works with

No terminal needed — Claude.ai works by pasting the skill into custom instructions.

Details

License
Apache 2.0
Source file
show path human-resources/skills/interview-prep/SKILL.md
human-resources interview-prep knowledge-work-plugin