Tailored Resume Generator

VerifiedSafe

Analyzes job descriptions and generates tailored resumes highlighting relevant experience, skills, and achievements to maximize interview chances.

Sby Skills Guide Bot
ProductivityBeginner
3/3/2026
Claude CodeCursorWindsurfCopilotCodex
#resume#job-search#ats-optimization#career-transition#content-generation

Recommended for

Automated summary

Analyzes a job posting and rewrites the candidate's resume, reordering experience and skills to match the role's requirements.

Strengths

  • Extracts key requirements, skills, and keywords from the posting before drafting
  • Reorganizes existing achievements to foreground the most relevant experience
  • Handles career transitions by framing transferable skills
  • Produces a structured resume (professional summary, technical skills, experience) and flags gaps to address

Limitations

  • Output quality depends heavily on how much background detail the user supplies, and fabricated details are not caught
  • No real ATS score or recruiter-parser test is provided
  • Output stays in Markdown: no PDF layout or visual template is generated
When to use it

Use it when applying to a specific opening and you want a resume reframed and optimized for that posting.

When not to use it

Skip it for general career advice, cover letters, or interview prep, which the skill does not cover.

Security analysis

Safe
Quality score74/100

This is a pure prompt/instruction document with no declared tools, no shell commands, no network or file access, and no obfuscated payloads. It only guides the model to analyze pasted job descriptions and resumes and emit rewritten resume text, so there is no meaningful execution risk.

No concerns found

How this analysis is made

Examples

Tailor an existing resume
Please tailor my resume for this position. Here is the job description: [paste job description]. And here is my current resume: [paste resume].
Career transition
I'm transitioning from digital marketing to product management. Here's the job I'm applying for: [paste job description]. My transferable experience: 7 years in digital marketing, led cross-functional teams, managed product launches, ran A/B testing.
ATS keyword optimization
Rewrite the bullet points of my data analyst resume using the ATS keywords from this job posting, and tell me which requirements I'm still missing: [paste job description and resume].

id: "59051262-f893-509a-bd0a-158dfec45ade" name: tailored-resume-generator description: Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

Tailored Resume Generator

When to Use This Skill

  • Applying for a specific job position
  • Customizing your resume for different industries or roles
  • Highlighting relevant experience for career transitions
  • Optimizing your resume for ATS (Applicant Tracking Systems)
  • Creating multiple resume versions for different job applications
  • Emphasizing specific skills mentioned in job postings

What This Skill Does

  1. Analyzes Job Descriptions: Extracts key requirements, skills, qualifications, and keywords from job postings
  2. Identifies Priorities: Determines what employers value most based on the job description language and structure
  3. Tailors Content: Reorganizes and emphasizes relevant experience, skills, and achievements
  4. Optimizes Keywords: Incorporates ATS-friendly keywords naturally throughout the resume
  5. Formats Professionally: Creates clean, professional resume layouts suitable for various formats
  6. Provides Recommendations: Suggests improvements and highlights gaps to address

How to Use

Basic Usage

Provide a job description and your background information:

I'm applying for this job:

[paste job description]

Here's my background:
- 5 years as software engineer at TechCorp
- Led team of 3 developers on mobile app project
- Expert in Python, JavaScript, React
- Computer Science degree from State University

With Existing Resume

Upload or paste your current resume along with the job description:

Please tailor my resume for this position:

Job Description:
[paste job description]

My Current Resume:
[paste resume content]

Career Transition

When changing industries or roles:

I'm transitioning from marketing to product management.
Here's the job I'm applying for:

[paste job description]

My transferable experience:
- 7 years in digital marketing
- Led cross-functional teams
- Managed product launches
- Data analysis and A/B testing

Example

User Request:

I need a tailored resume for this job:

Senior Data Analyst Position

Requirements:
- 5+ years experience in data analysis
- Expert in SQL, Python, and data visualization tools
- Experience with A/B testing and statistical analysis
- Strong communication skills to present findings
- Healthcare industry experience preferred

My background:
- Data Analyst at RetailCo (2019-2024)
- Created dashboards using Tableau and Power BI
- Built Python scripts for data automation
- Worked with marketing team on campaign analysis
- Business Analytics degree
- Also did 1 year internship at HealthPlus clinic

Generated Output:

# JOHN DOE
Email: john.doe@email.com | Phone: (555) 123-4567 | LinkedIn: linkedin.com/in/johndoe

## PROFESSIONAL SUMMARY
Results-driven Data Analyst with 5+ years of experience leveraging SQL, Python, and advanced
visualization tools to deliver actionable insights. Proven track record in statistical analysis,
A/B testing, and cross-functional collaboration. Healthcare industry experience with strong
ability to communicate complex data findings to stakeholders.

## TECHNICAL SKILLS
- **Data Analysis & Programming**: SQL, Python, Statistical Analysis, A/B Testing
- **Visualization Tools**: Tableau, Power BI, Advanced Dashboard Development
- **Data Management**: Data Automation, ETL Processes, Database Optimization
- **Business Intelligence**: Campaign Analytics, Performance Metrics, KPI Tracking

## PROFESSIONAL EXPERIENCE

**Data Analyst** | RetailCo | 2019 - 2024
- Designed and implemented 50+ SQL queries and Python automation scripts, reducing manual
  data processing time by 60%
- Conducted rigorous A/B testing and statistical analysis for marketing campaigns,
  improving campaign ROI by 35%
- Built interactive Tableau and Power BI dashboards for executive team, enabling
  data-driven decision making
- Presented analytical findings to cross-functional stakeholders including marketing,
  operations, and executive leadership
- Collaborated with marketing team to analyze customer behavior patterns and optimize
  targeting strategies

**Data Analysis Intern** | HealthPlus Clinic | 2018 - 2019
- Supported healthcare analytics initiatives by analyzing patient data and operational metrics
- Gained exposure to healthcare industry data management and HIPAA compliance requirements
- Assisted in creating reports for clinical staff to improve patient care workflows

## EDUCATION

**Bachelor of Science in Business Analytics**
State University | Graduated 2018

## KEY ACHIEVEMENTS
- Reduced data processing time by 60% through Python automation
- Improved marketing campaign ROI by 35% through A/B testing and optimization
- Created data visualization system now used across entire organization

Additional Recommendations:

  • Consider adding any specific healthcare projects or certifications
  • Quantify more achievements with metrics when possible
  • If you have experience with R or advanced statistical methods, add them
  • Consider mentioning any familiarity with healthcare regulations (HIPAA, etc.)

Instructions

When a user requests resume tailoring:

1. Gather Information

Job Description Analysis:

  • Request the full job description if not provided
  • Ask for the company name and job title

Candidate Background:

  • If user provides existing resume, use it as the foundation
  • If not, request:
    • Work history (job titles, companies, dates, responsibilities)
    • Education background
    • Key skills and technical proficiencies
    • Notable achievements and metrics
    • Certifications or awards
    • Any other relevant information

2. Analyze Job Requirements

Extract and prioritize:

  • Must-have qualifications: Years of experience, required skills, education
  • Key skills: Technical tools, methodologies, competencies
  • Soft skills: Communication, leadership, teamwork
  • Industry knowledge: Domain-specific experience
  • Keywords: Repeated terms, phrases, and buzzwords for ATS optimization
  • Company values: Cultural fit indicators from job description

Create a mental map of:

  • Priority 1: Critical requirements (deal-breakers)
  • Priority 2: Important qualifications (strongly desired)
  • Priority 3: Nice-to-have skills (bonus points)

3. Map Candidate Experience to Requirements

For each job requirement:

  • Identify matching experience from candidate's background
  • Find transferable skills if no direct match
  • Note gaps that need to be addressed or de-emphasized
  • Identify unique strengths to highlight

4. Structure the Tailored Resume

Professional Summary (3-4 lines):

  • Lead with years of experience in the target role/field
  • Include top 3-4 required skills from job description
  • Mention industry experience if relevant
  • Highlight unique value proposition

Technical/Core Skills Section:

  • Group skills by category matching job requirements
  • List required tools and technologies first
  • Use exact terminology from job description
  • Only include skills you can substantiate with experience

Professional Experience:

  • For each role, emphasize responsibilities and achievements aligned with job requirements
  • Use action verbs: Led, Developed, Implemented, Optimized, Managed, Created, Analyzed
  • Quantify achievements: Include numbers, percentages, timeframes, scale
  • Reorder bullet points to prioritize most relevant experience
  • Use keywords naturally from job description
  • Format: [Action Verb] + [What] + [How/Why] + [Result/Impact]

Education:

  • List degrees, certifications relevant to position
  • Include relevant coursework if early career
  • Add certifications that match job requirements

Optional Sections (if applicable):

  • Certifications & Licenses
  • Publications or Speaking Engagements
  • Awards & Recognition
  • Volunteer Work (if relevant to role)
  • Projects (especially for technical roles)

5. Optimize for ATS (Applicant Tracking Systems)

  • Use standard section headings (Professional Experience, Education, Skills)
  • Incorporate exact keywords from job description naturally
  • Avoid tables, graphics, headers/footers, or complex formatting
  • Use standard fonts and bullet points
  • Include both acronyms and full terms (e.g., "SQL (Structured Query Language)")
  • Match job title terminology where truthful

6. Format and Present

Format Options:

  • Markdown: Clean, readable, easy to copy
  • Plain Text: ATS-optimized, safe for all systems
  • Tips for Word/PDF: Provide formatting guidance

Resume Structure Guidelines:

  • Keep to 1 page for <10 years experience, 2 pages for 10+ years
  • Use consistent formatting and spacing
  • Ensure contact information is prominent
  • Use reverse chronological order (most recent first)
  • Maintain clean, scannable layout with white space

7. Provide Strategic Recommendations

After presenting the tailored resume, offer:

Strengths Analysis:

  • What makes this candidate competitive
  • Unique qualifications to emphasize in cover letter or interview

Gap Analysis:

  • Requirements not fully met
  • Suggestions for addressing gaps (courses, projects, reframing experience)

Interview Preparation Tips:

  • Key talking points aligned with resume
  • Stories to prepare based on job requirements
  • Questions to ask that demonstrate fit

Cover Letter Hooks:

  • Suggest 2-3 opening lines for cover letter
  • Key achievements to expand upon

8. Iterate and Refine

Ask if user wants to:

  • Adjust emphasis or tone
  • Add or remove sections
  • Generate alternative versions for different roles
  • Create format variations (traditional vs. modern)
  • Develop role-specific versions (if applying to multiple similar positions)

9. Best Practices to Follow

Do:

  • Be truthful and accurate - never fabricate experience
  • Use industry-standard terminology
  • Quantify achievements with specific metrics
  • Tailor each resume to specific job
  • Proofread for grammar and consistency
  • Keep language concise and impactful

Don't:

  • Include personal information (age, marital status, photo unless requested)
  • Use first-person pronouns (I, me, my)
  • Include references ("available upon request" is outdated)
  • List every job if career is 20+ years (focus on relevant, recent experience)
  • Use generic templates without customization
  • Exceed 2 pages unless very senior role

10. Special Considerations

Career Changers:

  • Use functional or hybrid resume format
  • Emphasize transferable skills
  • Create compelling narrative in summary
  • Focus on relevant projects and coursework

Recent Graduates:

  • Lead with education
  • Include relevant coursework, projects, internships
  • Emphasize leadership in student organizations
  • Include GPA if 3.5+

Senior Executives:

  • Lead with executive summary
  • Focus on leadership and strategic impact
  • Include board memberships, speaking engagements
  • Emphasize revenue growth, team building, vision

Technical Roles:

  • Include technical skills section prominently
  • List programming languages, frameworks, tools
  • Include GitHub, portfolio, or project links
  • Mention methodologies (Agile, Scrum, etc.)

Creative Roles:

  • Include link to portfolio
  • Highlight creative achievements and campaigns
  • Mention tools and software proficiencies
  • Consider more creative formatting (while maintaining ATS compatibility)

Tips for Best Results

  • Be specific: Provide complete job descriptions and detailed background information
  • Share metrics: Include numbers, percentages, and quantifiable achievements when describing your experience
  • Indicate format preference: Let the skill know if you need ATS-optimized, creative, or traditional format
  • Mention constraints: Share any specific requirements (page limits, sections to include/exclude)
  • Iterate: Don't hesitate to ask for revisions or alternative approaches
  • Multiple applications: Generate separate tailored versions for different roles

Privacy Note

This skill processes your personal and professional information to generate tailored resumes. Always review the output before submitting to ensure accuracy and appropriateness. Remove or modify any information you prefer not to share with potential employers.

From the file to a first result

The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.

View the source and supporting files

This download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.

1. Download the file

Download SKILL.md

From the root of a test project, save the file as .skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.

Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.

mkdir -p '.skill-downloads/tailored-resume-generator-mma3jst6' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/tailored-resume-generator-mma3jst6/download' --output '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md.part' && mv '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md.part' '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md'

2. Check prerequisites

Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.

No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.

The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.

3. Load the skill

After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.

Claude Code
test -f '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md' && test -s '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/tailored-resume-generator' && cp -R '.skill-downloads/tailored-resume-generator-mma3jst6' '.claude/skills/tailored-resume-generator'

Cursor
test -f '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md' && test -s '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md' && mkdir -p '.cursor/skills' && test ! -e '.cursor/skills/tailored-resume-generator' && cp -R '.skill-downloads/tailored-resume-generator-mma3jst6' '.cursor/skills/tailored-resume-generator'

Codex
test -f '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md' && test -s '.skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md' && mkdir -p '.agents/skills' && test ! -e '.agents/skills/tailored-resume-generator' && cp -R '.skill-downloads/tailored-resume-generator-mma3jst6' '.agents/skills/tailored-resume-generator'

OpenSkills

OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.

Official OpenSkills installation
openskills install './.skill-downloads/tailored-resume-generator-mma3jst6'

openskills read 'tailored-resume-generator-mma3jst6'

Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.

For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.

openskills sync

Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.

4. Try a first task

Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:

Read .skill-downloads/tailored-resume-generator-mma3jst6/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.

Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.

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