interview-relevance

Score candidate-role fit from interview feedback and job descriptions.

34|13|Updated Feb 6, 2026

Search Tags:#interview #recruitment #hr #skill-mapping #competency #candidate-assessment

Ready to run

npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill interview-relevance

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: interview-relevance
Source: https://github.com/Happy-Technologies-LLC/happy-servicenow-skills/tree/main/skills/hrsd/interview-relevance
Command: npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill interview-relevance

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Evaluates and scores candidate interview notes against job descriptions to identify degree of alignment with the target role, enabling objective, data-driven hiring decisions.

Core Features & Use Cases

Parse job requisitions and interview feedback to extract required skills, competencies, and experience.
Score candidate-role fit across technical, behavioral, and experience criteria, with evidence-based justification.
Compare multiple candidates to surface strengths, gaps, and recommended next steps.
Generate structured hiring recommendations and a clear development plan for any gaps.

Quick Start

Load this skill in your hiring workflow to produce a structured candidate-fit report from interviews and job descriptions.

Frequently Asked Questions about interview-relevance

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

FAQPage Schema

How do I score candidate interview feedback against a job description?▼

To score candidate interview feedback against a job description, parse required skills and experience from the requisition, then apply competency frameworks and scoring rubrics to evaluate technical, behavioral, and experience criteria.

Can I compare multiple candidates and identify skill gaps from interview notes?▼

Yes, you can compare multiple candidates and identify skill gaps from interview notes. The analysis surfaces individual strengths and gaps relative to the job description, generating structured hiring recommendations and clear development plans for any missing competencies.

How does candidate-role fit analysis work for ServiceNow HRSD recruitment?▼

Candidate-role fit analysis for ServiceNow HRSD recruitment works by extracting required competencies from job requisitions and mapping them against candidate profile data and interview feedback. It applies scoring rubrics to produce evidence-based justification for degree of alignment.

What data is required to generate a structured candidate-fit report?▼

Generating a structured candidate-fit report requires access to interview feedback, job requisition data, and candidate profiles. This data feeds into competency frameworks and scoring rubrics to evaluate degree of alignment and produce objective hiring recommendations.

Does this candidate assessment approach provide evidence-based justification for hiring decisions?▼

Yes, this candidate assessment approach provides evidence-based justification for hiring decisions. It scores candidate-role fit across technical, behavioral, and experience criteria using extracted interview feedback, ensuring objective, data-driven hiring outcomes.

What is the best way to map interview competencies to job requisitions?▼

The best way to map interview competencies to job requisitions is to parse the job description for required skills, apply a competency framework to the interview feedback, and score the alignment. This surfaces skill gaps and recommends structured next steps for hiring.