An AI-driven recruitment assistant that batch processes resumes and ranks candidates based on custom job descriptions.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install resume-evaluator
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install resume-evaluator using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Resume Evaluator Pro?
Resume Evaluator Pro is a high-performance tool designed for technical architects and HR experts to automate the tedious process of manual resume screening. By leveraging Openclaw Skills, this agent analyzes PDF and Markdown resumes against specific Job Descriptions (JD) or custom evaluation criteria provided during a conversation.
The skill goes beyond simple keyword matching, performing deep feature extraction to assess technical stack alignment, project experience, and educational background. It provides a structured, visual output that allows recruiters to identify top-tier talent at a glance, ensuring that hiring decisions are data-driven and objective.
Resume Evaluator Pro Use Cases
- Batch screening hundreds of candidate resumes for technical roles.
- Comparing candidate profiles against a specific Job Description provided in real-time.
- Automating the initial filtering stage of the recruitment funnel.
- Generating standardized candidate comparison tables for hiring committee reviews.
- Identifying high-potential candidates based on specific technical pain points.
How Resume Evaluator Pro Works
- The agent extracts evaluation benchmarks from the user conversation, focusing on job requirements and specific hiring pain points.
- It scans a designated local directory to batch-read resume files in PDF or Markdown format.
- Each resume is scored out of 100 based on core metrics: Basic Info (30%), Core Tech Stack (40%), and Advanced Experience (30%).
- Candidates are assigned a status: High (Score >= 85), Pass (70-84), or Fail (< 70).
- The results are sorted by priority and output as a formatted Markdown table with visual status indicators.
Resume Evaluator Pro Setup
To use this within the Openclaw Skills ecosystem, ensure your resume files are stored in a local directory accessible to the agent.
# Example command to initiate evaluation
openclaw run resume-evaluator-pro --dir ./candidates --jd "Senior Frontend Engineer with React and WebGL experience"
Resume Evaluator Pro Data Schema & Taxonomy
The skill organizes candidate data into a structured format for immediate comparison:
| Attribute | Description |
|---|---|
| Basic Info | Extracts Name, Age, Education, and School details. |
| Experience | Calculates total years of work and identifies previous top-tier employers. |
| Technical Fit | Matches candidate skills against the required tech stack. |
| Scoring | Provides a numerical score and an emoji-based status (High, Pass, Fail). |
| Evaluation | A concise, 50-word summary addressing specific hiring pain points. |
Resume Evaluator Pro Advanced Features
- Custom JD Weighting: Prioritize specific skills or background traits based on conversation context.
- Multi-Format Support: Seamlessly handles both PDF and Markdown files using builtin document readers.
- Fallback Standards: Automatically uses a 'Senior Frontend Engineer' benchmark if no specific JD is provided.
- Visual Status Mapping: Uses color-coded emojis (✅, 🔵, ❌) for rapid human scanning.
SKILL.md
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