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Install in OpenClaw
/install resume-optimizer-uk
Description
Professional resume analysis and optimization for UK job market. Use when user needs to (1) Analyze resume quality against a job description, (2) Get ATS com...
Usage Guidance
This skill appears to do what it says: parse .docx resumes, score them, ask clarifying questions, and produce an annotated optimized .docx. Before installing/run it, consider the following: (1) Ensure the execution environment has Python and the python-docx package (pip install python-docx) because dependencies are not declared. (2) Resumes contain sensitive personal data — run this locally or on trusted infrastructure and verify where output/backups are written. (3) The script does not create native Word comments; it appends inline [COMMENT: ...] text, so review and clean comments before final submission. (4) Check file paths used in the backup step (it copies the original filename from parsed JSON) to avoid accidental overwrite. (5) If you do not want automatic processing by agents, keep autonomous invocation settings under your control (the skill is user-invocable and not always-on by default).
Capability Analysis
Type: OpenClaw Skill
Name: resume-optimizer-uk
Version: 1.0.0
The OpenClaw AgentSkills skill bundle for 'resume-optimizer-uk' is classified as benign. All scripts (`parse_resume.py`, `analyze_resume.py`, `generate_optimized.py`) perform local file operations (reading/writing .docx and .json files) using standard Python libraries (`docx`, `json`, `re`, `shutil`). There are no network calls, no use of `os.system` or `eval`/`exec` with untrusted input, and no attempts to access sensitive system resources or environment variables. The `SKILL.md` instructions are clear, functional, and do not contain any prompt injection attempts designed to manipulate the AI agent into performing malicious or unintended actions. The reference markdown files are purely informational.
Capability Assessment
Purpose & Capability
Name/description match the implementation: scripts parse .docx, run a five-dimension analysis, ask for supplemental answers, and generate an optimized .docx with annotations. All required artifacts (parsed_resume.json, analysis_report.json, supplemental_data.json) are consistent with the described workflow.
Instruction Scope
SKILL.md instructs the agent to run the included Python scripts on local files and to collect supplemental answers. The instructions do not ask the agent to read unrelated system files, environment variables, or send data to external endpoints. The skill will read and write local files (resume, parsed JSON, backups, optimized .docx) which is expected for this use case.
Install Mechanism
There is no install spec (instruction-only), which is low risk. However the Python scripts import third-party libraries (python-docx). The skill metadata does not declare dependencies or suggest installing python-docx; the agent environment must have Python and python-docx available or the scripts will fail. No network downloads or suspicious install URLs are present.
Credentials
The skill requests no environment variables, credentials, or config paths. It only operates on user-supplied resume files and collected supplemental answers — this is proportionate to the stated purpose.
Persistence & Privilege
always:false and the skill does not request persistent system-wide changes. It creates local output and optional backups within the workflow, which is normal and constrained to its own files.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install resume-optimizer-uk - After installation, invoke the skill by name or use
/resume-optimizer-uk - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Resume Analyzer for the UK job market.
- Analyze resumes against job descriptions across five key dimensions: JD match, quantification, structure, language, and ATS-friendliness.
- Provides ATS compatibility score and keyword optimization suggestions.
- Enhances bullet points with quantified achievements using the CAR (Context, Action, Result) method.
- Generates an improved version of the resume in .docx format, with Word comments explaining each change.
- Supports interactive Q&A to capture additional user details and integrates them into the final optimized resume.
Metadata
Frequently Asked Questions
What is UK Resume Analyzer & Optimizer?
Professional resume analysis and optimization for UK job market. Use when user needs to (1) Analyze resume quality against a job description, (2) Get ATS com... It is an AI Agent Skill for Claude Code / OpenClaw, with 333 downloads so far.
How do I install UK Resume Analyzer & Optimizer?
Run "/install resume-optimizer-uk" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is UK Resume Analyzer & Optimizer free?
Yes, UK Resume Analyzer & Optimizer is completely free (open-source). You can download, install and use it at no cost.
Which platforms does UK Resume Analyzer & Optimizer support?
UK Resume Analyzer & Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created UK Resume Analyzer & Optimizer?
It is built and maintained by phonedog (@phonedog); the current version is v1.0.0.
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