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Free Resume Reviewer
by
Prabhat Kr. Gupta
· GitHub ↗
· v1.0.0
· MIT-0
85
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install resume-reviewer-pdf
Description
Comprehensive review and analysis of software engineering resumes in PDF format (frontend, backend, or ML domains). Use this skill when users ask to review,...
Usage Guidance
This skill appears to be a coherent resume reviewer, but confirm these before installing or running: (1) Ensure a Python 3 runtime is available—SKILL.md requires running `python3 scripts/extract_pdf_text.py`. (2) Install the pdfplumber package (e.g., pip install pdfplumber) or add an explicit install step; otherwise the script will fail or an agent might try to install packages at runtime. (3) Review the short extract_pdf_text.py script (it only uses pdfplumber and prints extracted text) to confirm you are comfortable with local execution and that no network exfiltration is present. (4) Be aware resumes contain sensitive PII; run the tool in a trusted/isolated environment and avoid sending raw extracted text to untrusted external services. If you plan to rely on this skill long-term, ask the publisher to add declared runtime dependencies and an install spec (python3 and pdfplumber) so the environment requirements are explicit.
Capability Analysis
Type: OpenClaw Skill
Name: resume-reviewer-pdf
Version: 1.0.0
The resume-reviewer-pdf skill bundle is a legitimate tool designed to analyze software engineering resumes. It uses a Python script (scripts/extract_pdf_text.py) with the standard pdfplumber library to extract text from user-provided PDFs and provides structured feedback based on comprehensive reference guides (references/tech_trends.md and references/writing_quality.md). No malicious behaviors, such as data exfiltration, unauthorized network access, or harmful prompt injections, were identified.
Capability Assessment
Purpose & Capability
The name, description, reference docs, and the included extract_pdf_text.py script align with a resume-PDF review tool. However, the skill requires running a Python script (python3) and a third-party package (pdfplumber) even though the registry metadata declares no required binaries or dependencies. That mismatch is unexpected.
Instruction Scope
SKILL.md restricts actions to: (1) always run the provided script to extract PDF text, (2) consult local reference files, and (3) generate feedback. It does not instruct network calls or reading unrelated system files. One scope consideration: the extraction script prints the entire resume text (which may contain sensitive PII); the skill will therefore process and output full resume contents as part of analysis.
Install Mechanism
There is no install spec. The provided script imports pdfplumber, a third-party Python package that must be installed in the runtime. Without an install step or declared dependency, the script will fail in many environments or an agent may attempt to install packages at runtime—this operational gap is an incoherence and an operational risk.
Credentials
The skill requests no environment variables, credentials, or config paths, which is appropriate for a local resume analysis tool. No extraneous secrets are requested.
Persistence & Privilege
The skill is not marked always:true and does not request elevated persistence. It does not modify other skills or system-wide settings per the provided files.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install resume-reviewer-pdf - After installation, invoke the skill by name or use
/resume-reviewer-pdf - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Free Resume Reviewer?
Comprehensive review and analysis of software engineering resumes in PDF format (frontend, backend, or ML domains). Use this skill when users ask to review,... It is an AI Agent Skill for Claude Code / OpenClaw, with 85 downloads so far.
How do I install Free Resume Reviewer?
Run "/install resume-reviewer-pdf" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Free Resume Reviewer free?
Yes, Free Resume Reviewer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Free Resume Reviewer support?
Free Resume Reviewer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Free Resume Reviewer?
It is built and maintained by Prabhat Kr. Gupta (@prabhatkgupta); the current version is v1.0.0.
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