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
Use it when applying to a specific opening and you want a resume reframed and optimized for that posting.
Skip it for general career advice, cover letters, or interview prep, which the skill does not cover.
Security analysis
SafeThis 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 madeExamples
Please tailor my resume for this position. Here is the job description: [paste job description]. And here is my current resume: [paste resume].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.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
- Analyzes Job Descriptions: Extracts key requirements, skills, qualifications, and keywords from job postings
- Identifies Priorities: Determines what employers value most based on the job description language and structure
- Tailors Content: Reorganizes and emphasizes relevant experience, skills, and achievements
- Optimizes Keywords: Incorporates ATS-friendly keywords naturally throughout the resume
- Formats Professionally: Creates clean, professional resume layouts suitable for various formats
- 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 filesThis 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.mdFrom 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 installationopenskills 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 syncManual 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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