# Send AfrexAI Hiring Scorecard to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "afrexai-hiring-scorecard",
    "name": "AfrexAI Hiring Scorecard",
    "source": "tencent",
    "type": "skill",
    "category": "效率提升",
    "sourceUrl": "https://clawhub.ai/1kalin/afrexai-hiring-scorecard",
    "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-hiring-scorecard",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/afrexai-hiring-scorecard",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-hiring-scorecard",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/afrexai-hiring-scorecard"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/afrexai-hiring-scorecard",
    "downloadUrl": "https://openagent3.xyz/downloads/afrexai-hiring-scorecard",
    "agentUrl": "https://openagent3.xyz/skills/afrexai-hiring-scorecard/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-hiring-scorecard/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-hiring-scorecard/agent.md"
  }
}
```
## Documentation

### 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 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.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: 1kalin
- Version: 1.0.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-23T16:43:11.935Z
- Expires at: 2026-04-30T16:43:11.935Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/afrexai-hiring-scorecard)
- [Send to Agent page](https://openagent3.xyz/skills/afrexai-hiring-scorecard/agent)
- [JSON manifest](https://openagent3.xyz/skills/afrexai-hiring-scorecard/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/afrexai-hiring-scorecard/agent.md)
- [Download page](https://openagent3.xyz/downloads/afrexai-hiring-scorecard)