MCPInstall

cv-creator

Professional CV and resume builder transforming career narratives into ATS-optimized, multi-format resumes. Integrates with career-biographer for data and competitive-cartographer for positioning. Generates PDF, DOCX, LaTeX, JSON Resume, HTML, and Markdown. Activate on 'resume', 'CV', 'ATS optimization', 'job application'. NOT for cover letters, portfolio websites (use web-design-expert), LinkedIn optimization, or interview preparation.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/curiositech/some_claude_skills --skill cv-creator
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads cv-creator automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

CV Creator

Professional resume builder that transforms structured career data into ATS-optimized, professionally formatted resumes.

Integrations

Works with: career-biographer, competitive-cartographer, web-design-expert, typography-expert

Production Implementation Available!

GitHub: github.com/erichowens/cv-creator

  • Status: Production-ready (~2,000 LOC)
  • ATS Score: 95/100 achieved
  • Deploy: npm install && npm run example

Built through multi-skill orchestration (8 skills, 9 phases).

Quick Start

User: "Create a resume for senior software engineer roles"

CV Creator:
1. Request CareerProfile (from biographer or direct input)
2. Request PositioningStrategy (from cartographer or skip)
3. Request target role/company (optional)
4. Generate resume with clean formatting
5. Calculate ATS score and provide recommendations
6. Export in requested formats (PDF, DOCX, JSON Resume)

Key principle: ATS compatibility first, human readability second, visual flair never.

Core Capabilities

1. Multi-Format Generation

FormatUse Case
PDFEmail applications, job boards, print
DOCXRecruiter submissions, editable
JSON ResumeDeveloper portfolios, programmatic
HTMLPortfolio websites, responsive
MarkdownVersion control, git-based management
LaTeXAcademic CVs (optional)

2. ATS Optimization Engine

  • Keyword analysis and matching from job descriptions
  • Formatting validation (single-column, standard fonts)
  • Scoring system (0-100) with specific recommendations
  • Parsing simulation

3. Template System

TemplateBest For
Modern MinimalistTech roles (Engineers, Data Scientists)
Professional TraditionalFinance, Legal, Senior Executives
Creative HybridDesign Engineers, UX Researchers
Academic CVPhD, Professors, Researchers

ATS Score Breakdown

CategoryPointsCriteria
Formatting30Single-column, standard fonts, no graphics
Structure20Summary, Skills, Experience, Education present
Content30Proper lengths, skills count, metrics in bullets
Keywords20Job description coverage (or 15 for general)

Target: 85+ out of 100

When to Use

Use for:

  • Creating resume from career-biographer data
  • Optimizing resume for specific job posting
  • Generating multiple resume variants
  • ATS score and improvement recommendations
  • Multi-format export

Do NOT use for:

  • Cover letters (different format)
  • Portfolio websites (use web-design-expert)
  • LinkedIn profile optimization
  • Interview preparation
  • Career counseling or job search strategy

Anti-Patterns

Anti-Pattern: Creative Resume for Tech Roles

What it looks like: Colorful infographics, skill bars, profile photo, two-column layout Why wrong: ATS systems can't parse graphics or complex layouts Instead: Use Minimalist template with clean, single-column text format

Anti-Pattern: Generic Objective Statement

What it looks like: "Seeking a challenging role in a growth-oriented company..." Why wrong: Wastes space, provides no information Instead: Professional summary with specific metrics and target role

Anti-Pattern: Listing Every Technology Ever Used

What it looks like: 40+ skills including outdated technologies Why wrong: Dilutes expertise, unclear proficiency Instead: List 15-20 most relevant skills for target role

Anti-Pattern: Responsibilities Without Outcomes

What it looks like: "Managed a team", "Worked on backend systems" Why wrong: Doesn't show impact or value Instead: "Led team of 5 to deliver microservices migration, reducing deployment time by 70%"

Anti-Pattern: Inconsistent Formatting

What it looks like: Mixed date formats, different bullet styles, varying fonts Why wrong: Looks unprofessional, confuses ATS parsers Instead: Strict consistency throughout

Troubleshooting Quick Reference

IssueCauseFix
ATS Score <70Complex formatting, graphicsSwitch to Minimalist, remove images
Keyword Coverage <60%Not tailoring to job descriptionExtract keywords, add to Core Skills
Exceeds 2 pagesToo verbose, old roles includedConsolidate old roles, limit bullets
Generic summaryNo positioning insightsInclude specific metric, state target role
Long bulletsTrying to explain entire projectSplit into multiple bullets, focus on outcome

Length Guidelines

ExperiencePages
Entry-level (0-3 years)1 page
Mid-level (3-10 years)1-2 pages
Senior-level (10+ years)2 pages max

Never exceed 2 pages, even for very senior roles.

Reference Files

  • references/resume-protocol.md - Complete 8-step generation protocol, ATS scoring, before/after examples
  • references/formatting-rules.md - Best practices, templates, output formats, success metrics
  • references/interfaces-integration.md - TypeScript interfaces, multi-skill workflows

Core insight: ATS compatibility first—the best-written resume is worthless if it never reaches human eyes.

Use with: career-biographer (content) | competitive-cartographer (positioning) | web-design-expert (portfolio)

FAQ

What does the cv-creator skill do?

Professional CV and resume builder transforming career narratives into ATS-optimized, multi-format resumes. Integrates with career-biographer for data and competitive-cartographer for positioning. Generates PDF, DOCX, LaTeX, JSON Resume, HTML, and Markdown. Activate on 'resume', 'CV', 'ATS optimization', 'job application'. NOT for cover letters, portfolio websites (use web-design-expert), LinkedIn optimization, or interview preparation.

How do I install cv-creator?

Run npx skills add https://github.com/curiositech/some_claude_skills --skill cv-creator in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/cv-creator/ (personal) or .claude/skills/cv-creator/ (project).

Which AI agents can use cv-creator?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is cv-creator safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains cv-creator?

It is published by curiositech in curiositech/some_claude_skills. It has 777 recorded installs.

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