career-ops

# Career-Ops

[English](README.md) | [Español](README.es.md) | [Français](README.fr.md) | [Português (Brasil)](README.pt-BR.md) | [한국어](README.ko-KR.md) | [日本語](README.ja.md) | [简体中文](README.cn.md) | [繁體中文](README.zh-TW.md) | [Українська](README.ua.md) | [Русский](README.ru.md) | [Polski](README.pl.md) | [العربية](README.ar.md)

<p align="center">
  <a href="https://x.com/santifer"><img src="docs/hero-banner.jpg" alt="Career-Ops Multi-Agent Job Search System" width="800"></a>
</p>

<p align="center">
  <em>I spent months applying to jobs the hard way. So I engineered the system I wish I had.</em><br>
  Companies use AI to filter candidates. <strong>I just gave candidates AI to <em>choose</em> companies.</strong><br>
  <em>Now it's open source.</em>
</p>

<p align="center">
  <img src="https://img.shields.io/badge/Claude_Code-000?style=flat&logo=anthropic&logoColor=white" alt="Claude Code">
  <img src="https://img.shields.io/badge/OpenCode-Ready-111827?style=flat&logo=terminal&logoColor=white" alt="OpenCode Ready">
  <img src="https://img.shields.io/badge/OpenCode-111827?style=flat&logo=terminal&logoColor=white" alt="OpenCode">
  <img src="https://img.shields.io/badge/Gemini_CLI-4285F4?style=flat&logo=google&logoColor=white" alt="Gemini CLI">
  <img src="https://img.shields.io/badge/Codex_(soon)-6B7280?style=flat&logo=openai&logoColor=white" alt="Codex">
  <img src="https://img.shields.io/badge/Node.js-339933?style=flat&logo=node.js&logoColor=white" alt="Node.js">
  <img src="https://img.shields.io/badge/Go-00ADD8?style=flat&logo=go&logoColor=white" alt="Go">
  <img src="https://img.shields.io/badge/Playwright-2EAD33?style=flat&logo=playwright&logoColor=white" alt="Playwright">
  <img src="https://img.shields.io/badge/License-MIT-blue.svg" alt="MIT">
  <a href="TRADEMARK.md"><img src="https://img.shields.io/badge/Trademark-Policy-blue.svg" alt="Trademark Policy"></a>
  <a href="https://discord.gg/8pRpHETxa4"><img src="https://img.shields.io/badge/Discord-5865F2?style=flat&logo=discord&logoColor=white" alt="Discord"></a>
  <br>
  <img src="https://img.shields.io/badge/EN-blue?style=flat" alt="EN">
  <img src="https://img.shields.io/badge/ES-red?style=flat" alt="ES">
  <img src="https://img.shields.io/badge/DE-grey?style=flat" alt="DE">
  <img src="https://img.shields.io/badge/FR-blue?style=flat" alt="FR">
  <img src="https://img.shields.io/badge/PT--BR-green?style=flat" alt="PT-BR">
  <img src="https://img.shields.io/badge/KO-white?style=flat" alt="KO">
  <img src="https://img.shields.io/badge/JA-red?style=flat" alt="JA">
  <img src="https://img.shields.io/badge/ZH--CN-red?style=flat" alt="ZH-CN">
  <img src="https://img.shields.io/badge/ZH--TW-blue?style=flat" alt="ZH-TW">
</p>

<p align="center">
  <a href="https://trendshift.io/repositories/25195" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/25195" alt="santifer%2Fcareer-ops | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
</p>

<p align="center">
  <a href="https://www.producthunt.com/products/santifer-io?utm_source=badge-featured&utm_medium=badge" target="_blank" rel="noopener noreferrer"><img src="docs/press/producthunt.svg" alt="Career-Ops on Claude | Product Hunt" style="width: 206px; height: 54px; vertical-align: middle;" width="206" height="54"/></a>
</p>

<p align="center"><sub>FEATURED IN</sub></p>

<p align="center">
  <a href="https://wired.com.gr/article/to-ai-ergaleio-pou-fernei-epanastasi-ston-tropo-pou-psachnoume-douleia/" rel="noopener noreferrer nofollow"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/press/wired-dark.svg"><img src="docs/press/wired.svg" alt="WIRED" height="32"></picture></a>
  &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
  <a href="https://www.businessinsider.com/how-i-built-tool-filter-job-listings-landed-head-ai-2026-4" rel="noopener noreferrer nofollow"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/press/business-insider-dark.svg"><img src="docs/press/business-insider.svg" alt="Business Insider" height="32"></picture></a>
</p>

---

<p align="center">
  <img src="docs/demo.gif" alt="Career-Ops Demo" width="800">
</p>

<p align="center"><strong>740+ job listings evaluated · 100+ personalized CVs · 1 dream role landed</strong></p>

<p align="center">
  <a href="https://warpchart.dev/hq">
    <picture>
      <source media="(prefers-color-scheme: dark)" srcset="https://warpchart.dev/api/chart?theme=dark&v=3">
      <img alt="Live star telemetry of santifer/career-ops" src="https://warpchart.dev/api/chart?theme=light&v=3" loading="lazy">
    </picture>
  </a>
</p>

<p align="center">
  <a href="https://discord.gg/8pRpHETxa4"><img src="https://img.shields.io/badge/Join_the_community-Discord-5865F2?style=for-the-badge&logo=discord&logoColor=white" alt="Discord"></a>
</p>

<p align="center">
  <a href="https://github.com/santifer/career-ops/releases/latest"><img src="https://img.shields.io/npm/v/%40santifer%2Fcareer-ops?style=for-the-badge&labelColor=2b3137&color=2ea44f&label=release" alt="Latest release"></a>
</p>

<p align="center">
  <sub>Built with</sub><br>
  <img src="https://img.shields.io/badge/Claude_Code-000?style=flat&logo=anthropic&logoColor=white" alt="Claude Code">
  <img src="https://img.shields.io/badge/OpenCode-111827?style=flat&logo=terminal&logoColor=white" alt="OpenCode">
  <img src="https://img.shields.io/badge/Gemini_CLI-4285F4?style=flat&logo=google&logoColor=white" alt="Gemini CLI">
  <img src="https://img.shields.io/badge/Codex-412991?style=flat&logo=openai&logoColor=white" alt="Codex">
  <img src="https://img.shields.io/badge/Qwen-615CED?style=flat" alt="Qwen">
  <img src="https://img.shields.io/badge/GitHub_Copilot-000?style=flat&logo=githubcopilot&logoColor=white" alt="GitHub Copilot">
  <br>
  <img src="https://img.shields.io/badge/Node.js-339933?style=flat&logo=node.js&logoColor=white" alt="Node.js">
  <img src="https://img.shields.io/badge/Go-00ADD8?style=flat&logo=go&logoColor=white" alt="Go">
  <img src="https://img.shields.io/badge/Playwright-2EAD33?style=flat&logo=playwright&logoColor=white" alt="Playwright">
  <img src="https://img.shields.io/badge/Bubble_Tea-FF75B5?style=flat&logo=go&logoColor=white" alt="Bubble Tea">
  <img src="https://img.shields.io/badge/License-MIT-blue.svg" alt="MIT">
  <a href="TRADEMARK.md"><img src="https://img.shields.io/badge/Trademark-Policy-blue.svg" alt="Trademark Policy"></a>
</p>

## What Is This

Career-Ops ([career-ops.org](https://career-ops.org), also known as **careerops**) turns any AI coding CLI into a full job search command center. Instead of manually tracking applications in a spreadsheet, you get an AI-powered pipeline that:

- **Evaluates offers** with a structured A-F scoring system (10 weighted dimensions)
- **Generates tailored PDFs** -- ATS-optimized CVs customized per job description
- **Scans portals** automatically (Greenhouse, Ashby, Lever, company pages)
- **Processes in batch** -- evaluate 10+ offers in parallel with sub-agents
- **Tracks everything** in a single source of truth with integrity checks

> **Important: This is NOT a spray-and-pray tool.** Career-ops is a filter -- it helps you find the few offers worth your time out of hundreds. The system strongly recommends against applying to anything scoring below 4.0/5. Your time is valuable, and so is the recruiter's. Always review before submitting.

Career-ops is agentic: whichever AI coding CLI you choose navigates career pages with Playwright, evaluates fit by reasoning about your CV vs the job description (not keyword matching), and adapts your resume per listing.

> **Heads up: the first evaluations won't be great.** The system doesn't know you yet. Feed it context -- your CV, your career story, your proof points, your preferences, what you're good at, what you want to avoid. The more you nurture it, the better it gets. Think of it as onboarding a new recruiter: the first week they need to learn about you, then they become invaluable.

Built by someone who used it to evaluate 740+ job offers, generate 100+ tailored CVs, and land a Head of Applied AI role. [Read the full case study](https://santifer.io/career-ops-system).

## Features

| Feature                  | Description                                                                                                                              |
| ------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------- |
| **Auto-Pipeline**        | Paste a URL, get a full evaluation + PDF + tracker entry                                                                                 |
| **6-Block Evaluation**   | Role summary, CV match, level strategy, comp research, personalization, interview prep (STAR+R) -- plus a Block G posting-legitimacy check that flags scams and ghost jobs |
| **Interview Story Bank** | Accumulates STAR+Reflection stories across evaluations -- 5-10 master stories that answer any behavioral question                        |
| **Negotiation Scripts**  | Salary negotiation frameworks, geographic discount pushback, competing offer leverage                                                    |
| **ATS PDF Generation**   | Keyword-injected CVs with Space Grotesk + DM Sans design                                                                                 |
| **Cover Letter Generator** | Research-backed cover letters with keyword mirroring, four interactive angle prompts (why/problems/approach/tone), draft-in-chat approval gate, and A4 PDF via the same HTML + Playwright pipeline as CVs. Auto-drafts on every evaluation; complete and generate on demand via `/career-ops cover` |
| **Portal Scanner**       | 45+ companies pre-configured (Anthropic, OpenAI, ElevenLabs, Retool, n8n...) + custom queries across Ashby, Greenhouse, Lever, Wellfound |
| **Batch Processing**     | Parallel evaluation with headless CLI w