candidate-evaluation

Automate transcript analysis and structured feedback synthesis for candidate evaluations.

5|1|Updated Mar 7, 2026
One-click install
npx skills add https://github.com/carlopezzuto/recruiting --skill candidate-evaluation-carlopezzuto
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: candidate-evaluation
Source: https://github.com/carlopezzuto/recruiting/tree/main/.claude/skills/candidate-evaluation
Command: npx skills add https://github.com/carlopezzuto/recruiting --skill candidate-evaluation-carlopezzuto

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill simplifies the process of evaluating interview transcripts and feedback, enabling structured, consistent hiring decisions.

Core Features & Use Cases

  • Transcript Scoring: Automatically generate scorecards from interview transcripts by aligning answers with predefined rubrics.
  • Screen Evaluation: Produce analytical narratives that synthesize multi-interviewer feedback into cohesive assessments.
  • Use Case: When reviewing multiple candidate interviews, quickly generate structured summaries and scoring reports to inform hiring decisions.

Quick Start

Provide an interview transcript and related scorecard templates to generate an evaluation report automatically.

Frequently Asked Questions about candidate-evaluation

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

FAQPage Schema
How do I generate an interview scorecard from a transcript automatically?

Automate candidate evaluation by aligning interview transcript answers with predefined rubrics to generate structured scorecards. This process synthesizes feedback inputs into consistent decision documents.

What is the best way to synthesize feedback from multiple interviewers?

Synthesize multi-interviewer feedback by producing analytical narratives that combine diverse inputs into cohesive assessments. This structured feedback synthesis ensures evaluations adhere to predefined rubrics and mitigates hiring bias.

Can I use predefined rubrics to mitigate bias during candidate evaluation?

Yes, structured assessment prompts ensure evaluations adhere to predefined rubrics, mitigating bias. This approach facilitates objective candidate evaluation across multiple interview stages by standardizing analytical narratives.

How do I combine diverse interview feedback into a single decision document?

Combine diverse inputs into consistent decision documents by automating transcript analysis and screen evaluation. This generates a cohesive assessment report that informs final hiring decisions across multiple interview stages.

Do I need a specific scorecard template format to start transcript scoring?

You need to provide an interview transcript and related scorecard templates. The evaluation report is generated automatically by aligning transcript answers with your provided rubric structure to ensure consistent hiring decisions.