A specialized AI agent skill that transforms raw PDF resumes into professional, architect-reviewed career documents through detailed HTML optimization reports.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install resume-optimizer-pro
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-optimizer-pro 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 Optimizer?
The Resume Optimizer is a sophisticated tool within the Openclaw Skills ecosystem designed to bridge the gap between technical expertise and professional presentation. By leveraging the Claude AI model, it acts as a virtual Senior Architect to scrutinize resumes for technical depth, system design capabilities, and business impact. Unlike generic tools, this Openclaw Skills addition provides actionable, role-specific feedback and generates a modern HTML report that highlights exactly where a candidate stands compared to industry standards.
Resume Optimizer Use Cases
- Preparing for high-stakes technical interviews by identifying gaps in project descriptions.
- Converting a standard PDF resume into a high-impact document optimized for architect-level reviews.
- Quantifying business value and technical achievements for Frontend and Backend engineering roles.
- Generating professional feedback reports for career coaching or peer reviews using Openclaw Skills.
How Resume Optimizer Works
- The user uploads a PDF resume and specifies the target role category, such as Frontend or Backend development.
- The skill utilizes the pdfplumber library to programmatically extract raw text content from the provided PDF document.
- Extracted data is processed by Claude, simulating the perspective of a Senior Architect to evaluate technical depth and professional expression.
- The AI analyzes specific dimensions including system design, tech stack breadth, and measurable business outcomes.
- A comprehensive, beautifully styled HTML report is generated, containing a total score, detailed feedback, and specific rewrite suggestions.
Resume Optimizer Setup
To integrate this capability into your workflow, ensure the necessary Python dependencies are installed. This Openclaw Skills component requires the following configuration:
pip install pdfplumber
# Ensure your AI agent has access to the Claude API
# Place the resume-optimizer skill folder in your agent's skills directory
Resume Optimizer Data Schema & Taxonomy
The skill manages data through extraction and structured reporting to ensure high-quality analysis.
| Data Component | Description |
|---|---|
| Input Format | PDF (Resume) + Role Type (Frontend/Backend) |
| Text Extraction | Handled via pdfplumber for high-fidelity data retrieval |
| Evaluation Schema | Score (0-100), Technical Stack Analysis, Project Highlights |
| Output Format | Self-contained, styled HTML file for immediate browser viewing |
Resume Optimizer Advanced Features
- Role-specific evaluation logic tailored for Frontend (UX, Tech Breadth) vs. Backend (Scalability, Concurrency).
- Multi-dimensional scoring system covering format, content, and technology alignment.
- Automated project highlight extraction that identifies and rewrites key achievements into high-impact professional summaries.
- Seamless integration with the broader Openclaw Skills library to support automated career development workflows.
SKILL.md
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