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afrexai-hiring-scorecard

// Score and compare job candidates objectively using weighted criteria. Eliminates gut-feel hiring decisions.

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stars:1,933
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updated:March 4, 2026
SKILL.mdreadonly

Hiring Scorecard Skill

Score and compare job candidates objectively using weighted criteria. Eliminates gut-feel hiring decisions.

Usage

Tell your agent: "Score this candidate for [role]" or "Compare these 3 candidates for the backend engineer role."

How It Works

  1. Define the role — provide job title and key requirements
  2. Set criteria — the agent uses 6 default dimensions (or you customize):
    • Technical skills (weight: 25%)
    • Relevant experience (weight: 20%)
    • Culture fit (weight: 15%)
    • Communication (weight: 15%)
    • Problem solving (weight: 15%)
    • Growth potential (weight: 10%)
  3. Score candidates — 1-5 scale per criterion after interview/review
  4. Get weighted totals — ranked comparison with hire/no-hire recommendation

Commands

  • score candidate [name] for [role] — start a new scorecard
  • add criterion [name] weight [%] — customize scoring dimensions
  • compare candidates — side-by-side ranked comparison
  • hiring summary — executive summary with recommendation

Scorecard Template

# Candidate Scorecard: [Name]
**Role:** [Title]
**Date:** [Date]
**Interviewer:** [Name]

| Criterion | Weight | Score (1-5) | Weighted |
|-----------|--------|-------------|----------|
| Technical Skills | 25% | _ | _ |
| Relevant Experience | 20% | _ | _ |
| Culture Fit | 15% | _ | _ |
| Communication | 15% | _ | _ |
| Problem Solving | 15% | _ | _ |
| Growth Potential | 10% | _ | _ |
| **TOTAL** | **100%** | | **_/5.0** |

### Notes
- Strengths:
- Concerns:
- Recommendation: HIRE / NO HIRE / MAYBE

### Scoring Guide
5 = Exceptional — top 5% of candidates seen
4 = Strong — clearly above average
3 = Meets bar — would do the job well
2 = Below bar — notable gaps
1 = Not a fit — significant concerns

Tips

  • Score immediately after each interview while impressions are fresh
  • Have multiple interviewers score independently, then compare
  • Adjust weights per role (e.g., bump Technical to 40% for senior eng)
  • Track scores over time to calibrate your hiring bar

More Business Tools

Get industry-specific AI agent context packs at AfrexAI — pre-built configurations for recruitment, sales, operations, and more. Drop-in and go.