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AfrexAI Hiring Scorecard

作者 1kalin · GitHub ↗ · v1.0.0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install afrexai-hiring-scorecard
功能描述
Objectively score and compare job candidates using customizable weighted criteria to support data-driven hiring decisions.
使用说明 (SKILL.md)

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.

安全使用建议
This skill appears safe and coherent for producing hiring scorecards. Before installing, consider: (1) privacy — the scorecards will contain candidate PII and interview notes, so avoid pasting highly sensitive data if you don't want it stored or transmitted; (2) bias/process — use multiple independent raters and periodically calibrate weights to avoid systematic bias; (3) external links — README points to AfrexAI pages (marketing/context packs); do not submit candidate data to external sites without consent; (4) autonomy — the skill can be invoked by agents by default, so control when/where your agent is allowed to run it. If you need assurance about data retention or telemetry, ask the skill author for details on where (if anywhere) submitted data is sent or stored.
功能分析
Type: OpenClaw Skill Name: afrexai-hiring-scorecard Version: 1.0.0 The skill bundle appears benign. The `_meta.json` contains standard metadata. Both `SKILL.md` and `README.md` provide instructions for the AI agent on how to process candidate scoring requests and describe the skill's functionality. There are no indications of prompt injection attempts designed to subvert the agent's behavior, nor any malicious commands, data exfiltration, or persistence mechanisms. The external links to `afrexai-cto.github.io` are purely promotional and informational, not used for execution or data transfer within the skill.
能力评估
Purpose & Capability
Name/README/SKILL.md all describe a hiring scorecard/template tool. There are no unexpected required env vars, binaries, or config paths — the declared requirements match the stated purpose.
Instruction Scope
SKILL.md only provides templates, commands to produce and compare scorecards, and tips for use. It does not instruct the agent to read system files, access credentials, or transmit data to third-party endpoints (aside from optional links in the README).
Install Mechanism
This is an instruction-only skill with no install spec and no code files. Nothing is written to disk or downloaded during install, so install risk is minimal.
Credentials
No environment variables, credentials, or config paths are required. The lack of secret requests is proportionate to the skill's simple scoring purpose.
Persistence & Privilege
Skill is not always-enabled and uses the platform default for autonomous invocation. It does not request persistent system privileges or modify other skills' configurations.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install afrexai-hiring-scorecard
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /afrexai-hiring-scorecard 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release for objective candidate assessment and comparison. - Scores job candidates using weighted criteria across 6 default hiring dimensions. - Allows customization of scorecard weights and criteria per role. - Supports candidate scoring, ranked comparison, and executive hiring summaries. - Provides clear commands for scorecard use and candidate comparison. - Includes a markdown template and scoring guide for consistent evaluations.
元数据
Slug afrexai-hiring-scorecard
版本 1.0.0
许可证
累计安装 0
当前安装数 0
历史版本数 1
常见问题

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。

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