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tomstools11

Resume Optimizer

by TomsTools · GitHub ↗ · v1.0.1
cross-platform ⚠ suspicious
3152
Downloads
0
Stars
15
Active Installs
2
Versions
Install in OpenClaw
/install resume-optimizer
Description
Professional resume builder with PDF export, ATS optimization, and analysis capabilities. Use when users need to (1) Create new resumes from scratch, (2) Customize/tailor existing resumes for specific roles, (3) Analyze resumes and provide improvement recommendations, (4) Convert resumes to ATS-friendly PDF format. Supports chronological, functional, and combination resume formats.
Usage Guidance
This skill appears coherent for resume creation and PDF export. Before installing or running it: (1) Inspect the full scripts/generate_resume_pdf.py file (the provided content was truncated) to ensure there are no hidden network calls, credential reads, or arbitrary execs at the end of the file; (2) be aware the script will attempt to pip-install reportlab at runtime (it uses subprocess and --break-system-packages) — run it in an isolated virtualenv/container if you want to avoid system changes; (3) confirm that writing files to /mnt/user-data/outputs/ and creating a computer:// download link matches your platform's expected behavior; (4) if you need higher assurance, run the script on a throwaway environment and inspect network activity and installed packages during first run.
Capability Analysis
Type: OpenClaw Skill Name: resume-optimizer Version: 1.0.1 The skill is classified as suspicious due to the `scripts/generate_resume_pdf.py` file attempting to install the `reportlab` Python package using `pip install --break-system-packages`. While installing a dependency is a plausible need, this command involves shell execution, network access to PyPI, and the `--break-system-packages` flag, which grants broad permissions to modify the Python environment. This represents a risky capability without clear malicious intent, as the package is legitimate and for the stated purpose of PDF generation. No other files show evidence of malicious prompt injection or harmful behavior.
Capability Assessment
Purpose & Capability
Name, description, SKILL.md, reference docs, templates, analysis checklist, and the PDF generator script all align with building, tailoring, analyzing, and exporting ATS-friendly resumes. There are no unrelated credentials, binaries, or config paths requested.
Instruction Scope
Runtime instructions are narrowly scoped to collecting user resume data, consulting the included references, modifying/analysing content, and generating PDFs. The SKILL.md instructs saving outputs to /mnt/user-data/outputs/ and producing a computer:// download link — these are consistent with delivering files to the user.
Install Mechanism
There is no external install spec, but the included scripts/generate_resume_pdf.py attempts to pip-install reportlab at runtime using subprocess.check_call and the flag --break-system-packages. Installing from PyPI is reasonable for a PDF generator, but an in-script pip install changes the environment and the --break-system-packages flag is unusual and worth reviewing. No arbitrary external URLs or archives are fetched.
Credentials
The skill requests no environment variables, credentials, or config paths. The files and instructions do not reference secrets or unrelated system configuration. Saving output to /mnt/user-data/outputs/ is proportionate to the skill's purpose.
Persistence & Privilege
Skill does not request persistent/always inclusion and does not modify other skills or system-wide settings in the provided materials. It runs only when invoked; autonomous invocation is allowed by default but not a special privilege here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install resume-optimizer
  3. After installation, invoke the skill by name or use /resume-optimizer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Updated skill.
v1.0.0
- Updated skill.
Metadata
Slug resume-optimizer
Version 1.0.1
License
All-time Installs 15
Active Installs 15
Total Versions 2
Frequently Asked Questions

What is Resume Optimizer?

Professional resume builder with PDF export, ATS optimization, and analysis capabilities. Use when users need to (1) Create new resumes from scratch, (2) Customize/tailor existing resumes for specific roles, (3) Analyze resumes and provide improvement recommendations, (4) Convert resumes to ATS-friendly PDF format. Supports chronological, functional, and combination resume formats. It is an AI Agent Skill for Claude Code / OpenClaw, with 3152 downloads so far.

How do I install Resume Optimizer?

Run "/install resume-optimizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Resume Optimizer free?

Yes, Resume Optimizer is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Resume Optimizer support?

Resume Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Resume Optimizer?

It is built and maintained by TomsTools (@tomstools11); the current version is v1.0.1.

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