/install afrexai-hiring-scorecard
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
- Define the role — provide job title and key requirements
- 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%)
- Score candidates — 1-5 scale per criterion after interview/review
- Get weighted totals — ranked comparison with hire/no-hire recommendation
Commands
score candidate [name] for [role]— start a new scorecardadd criterion [name] weight [%]— customize scoring dimensionscompare candidates— side-by-side ranked comparisonhiring 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.
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install afrexai-hiring-scorecard - 安装完成后,直接呼叫该 Skill 的名称或使用
/afrexai-hiring-scorecard触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
AfrexAI Hiring Scorecard 是什么?
Objectively score and compare job candidates using customizable weighted criteria to support data-driven hiring decisions. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 724 次。
如何安装 AfrexAI Hiring Scorecard?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install afrexai-hiring-scorecard」即可一键安装,无需额外配置。
AfrexAI Hiring Scorecard 是免费的吗?
是的,AfrexAI Hiring Scorecard 完全免费(开源免费),可自由下载、安装和使用。
AfrexAI Hiring Scorecard 支持哪些平台?
AfrexAI Hiring Scorecard 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 AfrexAI Hiring Scorecard?
由 1kalin(@1kalin)开发并维护,当前版本 v1.0.0。