Resume optimization for Applicant Tracking Systems with keyword matching and compatibility analysis.
Works with
Parses resumes for ATS compatibility, identifies formatting issues (tables, headers/footers, non-standard fonts), and flags file format problems that break automated screening
Extracts and analyzes keywords from job descriptions across hard skills, soft skills, and industry terms, then calculates match scores between resume and posting
Provides structured compatibility reports with sp
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionresume-ats-optimizerExecute the skills CLI command in your project's root directory to begin installation:
Fetches resume-ats-optimizer from paramchoudhary/resumeskills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate resume-ats-optimizer. Access via /resume-ats-optimizer in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
Submit your Claude Code skill and start earning
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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Run in your terminal
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Use this skill when the user wants to:
Also use when the user provides a resume file and mentions they're applying to jobs.
75% of resumes are rejected by Applicant Tracking Systems before a human ever sees them. Companies use ATS to:
Common reasons resumes fail ATS:
Use standard, recognizable headers:
John Smith
[email protected] | (555) 123-4567 | LinkedIn: linkedin.com/in/johnsmith
San Francisco, CA
NOT in header/footer, and avoid:
Identify three types of keywords:
Hard Skills (Technical)
Soft Skills
Industry Terms
For each keyword in job description:
Match Score = (Keywords Matched / Total Required Keywords) × 100
Example:
Job has 20 required keywords
Your resume has 15 of them
Match Score = 75%
Target: 80%+ for strong match
Priority 1: Professional Summary (Top of Resume)
Priority 2: Skills Section
Priority 3: Experience Bullets
Keyword Density Guidelines:
When analyzing a resume, provide this structured report:
# ATS COMPATIBILITY REPORT
## Overall Score: [X]/100
### File Format Check ✅/❌
- Format: [DOCX/PDF]
- Text extraction: [Success/Failed]
- File size: [X KB/MB]
### Formatting Issues
✅ No tables or columns detected
❌ Contact info in header (move to body)
⚠️ Two different font sizes in skills section
### Keyword Analysis
JOB REQUIREMENTS vs YOUR RESUME:
**Critical Keywords (Must Have):**
✅ Project Management - Found 3x
✅ Agile/Scrum - Found 2x
❌ Stakeholder Management - MISSING (mentioned 5x in JD)
❌ Budget Management - MISSING (mentioned 3x in JD)
**Important Keywords:**
✅ Cross-functional teams - Found 1x
⚠️ "Risk management" - You have "risk mitigation" (close but not exact match)
✅ Process improvement - Found 2x
**Match Score: 65%**
Target: 80%+ recommended
### Recommended Changes
**1. Add Missing Keywords:**
In Professional Summary, change:
"Experienced project manager with proven track record..."
To:
"Experienced project manager with proven track record in stakeholder management and budget oversight..."
In Experience section, add bullet:
"Managed stakeholder communication across 3 departments and executive leadership team"
"Directed budget management for $2.5M project portfolio"
**2. Fix Formatting:**
- Move contact information from header to body of resume
- Make all skill section items same font size (currently 10pt and 11pt mixed)
**3. Strengthen Existing Keywords:**
Change "risk mitigation" to "risk management" for exact match
### Estimated New Match Score: 85%
❌ PROBLEM:
[Two-column layout with graphics]
[Skill bars and proficiency charts]
[Text in colored boxes]
✅ SOLUTION:
- Single column layout
- Text-only skills list
- Simple bullet points
❌ PROBLEM:
"My Journey" (instead of Experience)
"What I Bring to the Table" (instead of Skills)
"Academic Pursuits" (instead of Education)
✅ SOLUTION:
Use standard headers ATS recognizes
❌ PROBLEM:
Job requires: "Python, SQL, Data Visualization"
Resume says: "Programming, databases, making charts"
✅ SOLUTION:
Use exact terminology from job description
❌ PROBLEM:
Skills: Python, Python programming, Python developer, Python expert, Python specialist, Advanced Python...
✅ SOLUTION:
Skills: Python, SQL, JavaScript, React, Node.js
(Then incorporate naturally in bullets)
When helping user optimize for ATS:
After optimization, the resume should:
Make data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
pproenca/dot-skills
mattpocock/skills
I recommend resume-ats-optimizer for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
resume-ats-optimizer reduced setup friction for our internal harness; good balance of opinion and flexibility.
I recommend resume-ats-optimizer for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
Useful defaults in resume-ats-optimizer — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
Useful defaults in resume-ats-optimizer — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
resume-ats-optimizer is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
resume-ats-optimizer reduced setup friction for our internal harness; good balance of opinion and flexibility.
I recommend resume-ats-optimizer for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
resume-ats-optimizer is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
resume-ats-optimizer is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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