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what is open-to-work fr?

rwtibbs/open-to-work — explained in plain English

Analysis updated 2026-05-18

5PythonAudience · generalComplexity · 3/5Setup · moderate

tl;dr

A job-search assistant that automates the busywork of finding jobs, tailoring resumes, writing cover letters, and tracking applications. It runs as a skill inside Claude and keeps all your data on your own computer.

vibe map

mindmap
  root((Open to Work))
    What it does
      Scans job boards
      Tailors resumes
      Writes cover letters
      Tracks applications
    How it works
      Installs as Claude skill
      Builds local profile
      Runs scanner twice daily
      Scores and ranks jobs
    Key features
      ATS resume scoring
      Recruiter outreach help
      Interview prep and mock interviews
      Deduplicates job results
    Privacy
      Data stays local
      No auto sending
      Nothing embedded in skill file
    Use cases
      Daily job scanning
      Application tracking
      Interview practice
      Resume customization

Code map

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filefunction / class

what do people make with this?

VIBE 1

Paste a job description and get a tailored resume and cover letter in minutes.

VIBE 2

Run a daily scanner that ranks remote jobs and filters out mismatches automatically.

VIBE 3

Track every application, outreach, and interview in a single ledger you can query anytime.

VIBE 4

Practice interviews with mock sessions and get debriefs based on your transcripts.

what's the stack?

PythonClaude CoworkClaude Code

how it stacks up fr

rwtibbs/open-to-work1ncendium/aibusteraaronmayeux/ha-hurricane-tracker
Stars555
LanguagePythonPythonPython
Setup difficultymoderatemoderateeasy
Complexity3/53/52/5
Audiencegeneralops devopsgeneral

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · moderate time til it works · 30min

Requires Claude Cowork or Claude Code to install the skill file, plus a dependency check and a 5-20 minute onboarding process.

No license information is provided in the repository, so default copyright restrictions may apply.

in plain english

Open to Work is a job-search assistant built as a skill for Claude Cowork or Claude Code. It automates the repetitive parts of looking for a job: scanning job boards, tailoring your resume, writing cover letters, filling out applications, and tracking where you have applied. The idea is that you stay involved in decisions while the skill handles the busywork. To get started, you download a skill file, install it in Claude, run a dependency check, and type "Start my job search." The system then walks you through onboarding, which takes about five minutes if you upload an existing resume or around twenty minutes if you answer a guided interview. Either way, it builds a personal library of your profile, resume, writing voice, and key facts. This library lives as files on your own machine. When you paste a job description, the skill tailors your resume to that role without inventing experience you do not have. It generates a one-page document and PDF, then runs an ATS scoring pass twice to check how well the resume parses for automated screening systems. It also writes a cover letter in your captured voice and can answer open-ended application questions, making sure your stories do not repeat across documents. The scanner runs twice daily by default across several remote-job aggregators and an optional company watchlist. It scores jobs in two stages, first filtering out obvious mismatches at a glance, then fetching the full description only for promising leads. Results are deduplicated so you never see the same posting twice. You get a ranked shortlist and can send any listing straight into the resume tailoring pipeline. After you apply, the skill helps with interview preparation, mock interviews, and transcript-based debriefs. It can help you find and contact recruiters, though it never sends anything automatically. A standing ledger tracks every application, outreach, and interview, so asking "what's still open?" gives you a real answer. All personal data stays in your local files and is not embedded in the distributable skill itself.

prompts (copy fr)

prompt 1
I want to set up Open to Work as a skill in Claude. Walk me through installing the skill file, running the dependency check, and starting the onboarding interview so I can build my local profile.
prompt 2
I have a job description pasted below. Use the Open to Work skill to tailor my resume for this role, generate a one-page PDF, run ATS scoring twice, and write a cover letter in my captured voice. [paste job description here]
prompt 3
Ask me 'what's still open?' about my job search and use the standing ledger to show me every active application, outreach, and interview status.
prompt 4
Start the daily scanner for remote job aggregators and my company watchlist, then show me the ranked shortlist of promising leads with scores.
prompt 5
Run a mock interview with me for a [role name] position, then give me a transcript-based debrief with feedback on my answers.

Frequently asked questions

what is open-to-work fr?

A job-search assistant that automates the busywork of finding jobs, tailoring resumes, writing cover letters, and tracking applications. It runs as a skill inside Claude and keeps all your data on your own computer.

What language is open-to-work written in?

Mainly Python. The stack also includes Python, Claude Cowork, Claude Code.

What license does open-to-work use?

No license information is provided in the repository, so default copyright restrictions may apply.

How hard is open-to-work to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is open-to-work for?

Mainly general.

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