resume-builder-marketplace

ResumeHQ — AI-Powered Resume Builder with ATS & HR Scoring

The only resume tool that finds jobs, scores your fit, and tailors your resume — all in one workflow. Works as a Claude Code plugin or standalone web app.

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Why ResumeHQ?

Most resume tools only score the resume you bring to them. ResumeHQ goes further:

Feature	Jobscan	Rezi	Teal	ResumeHQ
ATS keyword scoring	✅	✅	✅	✅
HR / recruiter simulation	❌	❌	❌	✅
Discover matching jobs	❌	❌	❌	✅
Score jobs against your resume	❌	❌	❌	✅
Auto-tailor resume to JD	✅	✅	❌	✅
ATS-compliant DOCX output	❌	✅	❌	✅
Application tracker	❌	❌	✅	✅
Works in Claude Code / claude.ai	❌	❌	❌	✅
Open source	❌	❌	❌	✅

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What This Does

You paste a job description (or search for jobs). The system:

1. Discovers matching jobs from live job boards — scored and ranked by fit with your resume
2. Analyzes the JD — extracts keywords, required skills, domain, seniority level
3. Tailors your master resume — rewrites bullets, reorders sections, matches terminology
4. Scores the result with two independent engines (ATS + HR simulation)
5. Iterates automatically until scores hit targets (ATS 75-85%, HR 70%+)
6. Generates production-ready DOCX files (resume + cover letter)
7. Tracks every application in an Excel spreadsheet

All of this runs in parallel — scoring happens in the background while the resume is being written, cover letters generate simultaneously, and DOCX files are created in parallel. ~50% faster than sequential execution.

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Quick Start — 3 Steps

Works with Claude Code (CLI/IDE) and claude.ai (web/Projects).

Step 1: Install the plugin

/plugin marketplace add jananthan30/Resume-Builder
/plugin install resume-builder

Step 2: Run the setup wizard

/resume-builder:setup

This walks you through everything:

• Checks if Python is installed (tells you where to download it if not)
• Installs all dependencies automatically (pip install -r requirements.txt)
• Creates your config.json with your name, email, phone, LinkedIn
• Optionally links a Pro account for unlimited cloud scoring
• Optionally sets up the LLM scorer (Claude API key)

Step 3: Start building resumes

/resume-builder:resume [paste a job description here]

Or find jobs first:

/resume-builder:find-jobs Senior Data Scientist in New York

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Slash Commands (7)

Command	What It Does
/resume-builder:setup	One-time setup wizard (installs Python deps, creates config, links Pro account)
/resume-builder:resume [JD]	Full application: tailored resume + cover letter + scoring + DOCX + tracking
/resume-builder:tailor-resume [JD]	Resume only (no cover letter)
/resume-builder:cover-letter [JD]	Cover letter only
/resume-builder:find-jobs [title] [location]	Discover and score matching jobs from live job boards
/resume-builder:batch-resume	Process multiple job descriptions in parallel
/resume-builder:writing-coach [file]	Audit and rewrite resume bullets using 10 writing rules

If running locally (cloned repo), use short names: /resume, /tailor-resume, /find-jobs, etc.

What Works Without Setup

Even before running /resume-builder:setup, these commands work immediately (they're just Claude prompts — no Python needed):

Command	Works immediately?	With setup?
/resume-builder:resume	Yes — Claude writes the resume	+ automated ATS/HR scoring and DOCX output
/resume-builder:cover-letter	Yes — Claude writes the letter	+ DOCX output
/resume-builder:writing-coach	Yes — full writing audit	Same
/resume-builder:find-jobs	Yes — shows results (no score)	+ ATS/HR fit scoring per job
/resume-builder:setup	Yes — runs the setup wizard	N/A
MCP scoring tools	No — needs Python	score_resume, score_ats, score_hr, score_with_llm, rewrite_resume, explain_score, extract_text, discover_jobs

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MCP Tools (8)

After running /resume-builder:setup, the MCP scorer auto-starts and provides these tools that Claude can call natively: