Mmcp.market

tailored-resume-generator skill

by anbeime·anbeime/skill·7.3k stars

软件开发工程师、产品经理等求职者,在针对特定职位描述投递或跨行转岗时,可一键深度分析岗位需求,自动提取ATS关键词并重组个人经验,快速生成高命中率的定制简历,大幅提升面试邀约率。

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Install the tailored-resume-generator skill

A skill is a folder. Copy it into your agent's skills folder and the agent loads it when the task matches its description.

git clone --depth 1 https://github.com/anbeime/skill.git /tmp/skill
mkdir -p ~/.claude/skills
cp -r /tmp/skill/skills/tailored-resume-generator/tailored-resume-generator ~/.claude/skills/tailored-resume-generator
available in every project

In the Claude apps, zip the folder and upload it from the Skills settings. The folder on GitHub

The instructions your agent would load

SKILL.md as published, without the frontmatter. Read it on GitHub

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-

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:

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