gitwtfhub

wtf is open-career-skills?

squerne/open-career-skills — explained in plain English

Analysis updated 2026-05-18

15Audience · generalComplexity · 2/5LicenseSetup · easy

TL;DR

Seven Claude Code skills that help you job hunt, CV rewrites, interview stories, cover letters, mock interviews, without inventing facts about you.

Mindmap

mindmap
  root((repo))
    What it does
      CV optimizer
      Cover letters
      Mock interviews
      Job search
    Tech stack
      Claude Code
      Claude Desktop
      Markdown skills
    Use cases
      Tailor CV to a JD
      Build story bank
      Draft LinkedIn posts
    Audience
      Job seekers
      Career coaches
      Vibe coders

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

Why would anyone build with this?

REASON 1

Rewrite your CV against a specific job description without inventing metrics.

REASON 2

Turn a messy achievement braindump into a structured STAR interview story.

REASON 3

Run a full apply pipeline that drafts, reviews, and tracks a single job application.

REASON 4

Mine your git history for real achievements to add to your story bank.

What's in the stack?

Claude CodeClaude DesktopMarkdown

How it stacks up

squerne/open-career-skills0rnot/god-mode-claude13127905/deep-learning-based-air-gesture-text-recognition-
Stars151515
LanguagePython
Setup difficultyeasyeasymoderate
Complexity2/51/53/5
Audiencegeneraldeveloperdeveloper

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

How do you spin it up?

Difficulty · easy Time to first run · 30min

Requires Claude Code or Claude Desktop with your own Claude subscription.

Use freely for any purpose, including commercial use, as long as you keep the copyright notice.

Wtf does this do

Open Career Skills is a set of seven tools built for Claude Code and Claude Desktop that help people with job hunting: rewriting a CV, building interview stories, planning LinkedIn posts, writing cover letters, running mock interviews, searching for jobs, and pulling real achievements out of your git history. It comes from the team behind JobMentis, a paid career platform, and this repository is the free, open source version of the same prompt system. The main idea running through all seven skills is that they refuse to make things up about you. If a CV bullet is missing a number, the CV optimizer asks you for the real figure instead of guessing one. The story extractor does the same when it turns a rough braindump into a structured interview story. The evidence miner only proposes achievements that it can back up with an actual commit, pull request, or date from your git history, and any business impact numbers have to come from you rather than being inferred from the code. Beyond the individual skills, the project includes an apply pipeline that chains them together for a single job: it evaluates fit, drafts a cover letter and tailored CV from your real stories, and then runs everything past a separate reviewer subagent that checks every claim against your profile and flags anything unsourced for removal. After that, a mock interview skill can rehearse the gaps found during evaluation. To use the full workspace, you clone the repository, run the Claude Code /setup command to build a profile from your CV, and then use slash commands like /find-jobs, /apply, and /optimize-cv. Individual skills can also be copied into your own project, and five of the writing focused skills have plain paste-able versions for use in ChatGPT or other chat tools without any file based memory. Your personal data such as your CV and stories stays local and is excluded from version control even if you push your own fork publicly. The project is released under the MIT license.

Yoink these prompts

Prompt 1
Run /setup and build my career profile from my pasted CV.
Prompt 2
Use /optimize-cv with this job description to tailor my resume.
Prompt 3
Use /extract-story to turn this achievement braindump into a STAR story.
Prompt 4
Run /mock-interview and quiz me one question at a time for this role.
Prompt 5
Use /mine-evidence to pull real achievements from my git history.

Frequently asked questions

wtf is open-career-skills?

Seven Claude Code skills that help you job hunt, CV rewrites, interview stories, cover letters, mock interviews, without inventing facts about you.

What license does open-career-skills use?

Use freely for any purpose, including commercial use, as long as you keep the copyright notice.

How hard is open-career-skills to set up?

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

Who is open-career-skills for?

Mainly general.

View the repo → Decode another repo

This repo across BitVibe Labs

Don't trust strangers blindly. Verify against the repo.