Career-Ops

AI-powered job search pipeline built on Claude Code. Evaluate offers, generate tailored CVs, scan portals, and track everything – powered by AI agents.

What Is This

Career-Ops turns Claude Code 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. The whole point is to apply only where there’s a real match – for your sake and for the recruiter reading your application. The scoring system helps you focus on high-fit opportunities instead of wasting everyone’s time. Always review before submitting.

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.

Features

Quick Start

# 1. Clone and install
git clone https://github.com/santifer/career-ops.git
cd career-ops && npm install
npx playwright install chromium   # Required for PDF generation

# 2. Configure
cp config/profile.example.yml config/profile.yml  # Edit with your details
cp templates/portals.example.yml portals.yml       # Customize companies

# 3. Add your CV
# Create cv.md in the project root with your CV in markdown

# 4. Personalize with Claude
claude   # Open Claude Code in this directory

# Then ask Claude to adapt the system to you:
# "Change the archetypes to backend engineering roles"
# "Translate the modes to English"
# "Add these 5 companies to portals.yml"
# "Update my profile with this CV I'm pasting"

# 5. Start using
# Paste a job URL or run /career-ops

The system is designed to be customized by Claude itself. Modes, archetypes, scoring weights, negotiation scripts – just ask Claude to change them. It reads the same files it uses, so it knows exactly what to edit.

See docs/SETUP.md for the full setup guide.

Usage

Career-ops is a single slash command with multiple modes:

/career-ops                → Show all available commands
/career-ops {paste a JD}   → Full auto-pipeline (evaluate + PDF + tracker)
/career-ops scan           → Scan portals for new offers
/career-ops pdf            → Generate ATS-optimized CV
/career-ops batch          → Batch evaluate multiple offers
/career-ops tracker        → View application status
/career-ops apply          → Fill application forms with AI
/career-ops pipeline       → Process pending URLs
/career-ops contacto       → LinkedIn outreach message
/career-ops deep           → Deep company research
/career-ops training       → Evaluate a course/cert
/career-ops project        → Evaluate a portfolio project

Or just paste a job URL or description directly – career-ops auto-detects it and runs the full pipeline.

How It Works

You paste a job URL or description
        │
        ▼
┌──────────────────┐
│  Archetype       │  Classifies: LLMOps / Agentic / PM / SA / FDE / Transformation
│  Detection       │
└────────┬─────────┘
         │
┌────────▼─────────┐
│  A-F Evaluation   │  Match, gaps, comp research, STAR stories
│  (reads cv.md)    │
└────────┬─────────┘
         │
    ┌────┼────┐
    ▼    ▼    ▼
 Report  PDF  Tracker
  .md   .pdf   .tsv

Pre-configured Portals

The scanner comes with 45+ companies ready to scan and 19 search queries across major job boards. Copy templates/portals.example.yml to portals.yml and add your own:

AI Labs: Anthropic, OpenAI, Mistral, Cohere, LangChain, Pinecone Voice AI: ElevenLabs, PolyAI, Parloa, Hume AI, Deepgram, Vapi, Bland AI AI Platforms: Retool, Airtable, Vercel, Temporal, Glean, Arize AI Contact Center: Ada, LivePerson, Sierra, Decagon, Talkdesk, Genesys Enterprise: Salesforce, Twilio, Gong, Dialpad LLMOps: Langfuse, Weights & Biases, Lindy, Cognigy, Speechmatics Automation: n8n, Zapier, Make.com European: Factorial, Attio, Tinybird, Clarity AI, Travelperk

Job boards searched: Ashby, Greenhouse, Lever, Wellfound, Workable, RemoteFront

Dashboard TUI

The built-in terminal dashboard lets you browse your pipeline visually:

cd dashboard
go build -o career-dashboard .
./career-dashboard

Features: 6 filter tabs, 4 sort modes, grouped/flat view, lazy-loaded previews, inline status changes.

Project Structure

career-ops/
├── CLAUDE.md                    # Agent instructions
├── cv.md                        # Your CV (create this)
├── article-digest.md            # Your proof points (optional)
├── config/
│   └── profile.example.yml      # Template for your profile
├── modes/                       # 14 skill modes
│   ├── _shared.md               # Shared context (customize this)
│   ├── oferta.md                # Single evaluation
│   ├── pdf.md                   # PDF generation
│   ├── scan.md                  # Portal scanner
│   ├── batch.md                 # Batch processing
│   └── ...
├── templates/
│   ├── cv-template.html         # ATS-optimized CV template
│   ├── portals.example.yml      # Scanner config template
│   └── states.yml               # Canonical statuses
├── batch/
│   ├── batch-prompt.md          # Self-contained worker prompt
│   └── batch-runner.sh          # Orchestrator script
├── dashboard/                   # Go TUI pipeline viewer
├── data/                        # Your tracking data (gitignored)
├── reports/                     # Evaluation reports (gitignored)
├── output/                      # Generated PDFs (gitignored)
├── fonts/                       # Space Grotesk + DM Sans
├── docs/                        # Setup, customization, architecture
└── examples/                    # Sample CV, report, proof points

Tech Stack

• Agent: Claude Code with custom skills and modes
• PDF: Playwright/Puppeteer + HTML template
• Scanner: Playwright + Greenhouse API + WebSearch
• Dashboard: Go + Bubble Tea + Lipgloss (Catppuccin Mocha theme)
• Data: Markdown tables + YAML config + TSV batch files

Also Open Source

• cv-santiago – The portfolio website (santifer.io) with AI chatbot, LLMOps dashboard, and case studies. If you need a portfolio to showcase alongside your job search, fork it and make it yours.

About the Author

I’m Santiago – Head of Applied AI, former founder (built and sold a business that still runs with my name on it). I built career-ops to manage my own job search. It worked: I used it to land my current role.

My portfolio and other open source projects → santifer.io

License

MIT

:es: Version en Español

Que es esto

Career-Ops convierte Claude Code en un centro de mando de busqueda de empleo. En vez de trackear aplicaciones en un spreadsheet, tienes un pipeline AI que:

• Evalua ofertas con scoring estructurado A-F (10 dimensiones ponderadas)
• Genera PDFs personalizados – CVs ATS-optimizados por oferta
• Escanea portales automaticamente (Greenhouse, Ashby, Lever, webs de empresas)
• Procesa en batch – evalua 10+ ofertas en paralelo con sub-agentes
• Trackea todo en una fuente de verdad unica con checks de integridad

Importante: Esto NO es para spamear empresas. El objetivo es aplicar solo donde hay match real – por tu bien y por el de quien lea tu aplicacion. El scoring te ayuda a centrarte en las oportunidades de alto fit en vez de perder el tiempo de todos. Siempre revisa antes de enviar.

Construido por alguien que lo uso para evaluar 740+ ofertas, generar 100+ CVs personalizados, y conseguir un rol de Head of Applied AI. Lee el case study completo.

Inicio rapido

# 1. Clonar
git clone https://github.com/santifer/career-ops.git
cd career-ops && npm install

# 2. Configurar
cp config/profile.example.yml config/profile.yml  # Editar con tus datos
cp templates/portals.example.yml portals.yml       # Personalizar empresas

# 3. Añadir tu CV
# Crear cv.md en la raiz del proyecto con tu CV en markdown

# 4. Personalizar con Claude
claude   # Abrir Claude Code en este directorio

# Pidele a Claude que adapte el sistema a ti:
# "Cambia los arquetipos a roles de backend"
# "Traduce los modes a ingles"
# "Añade estas empresas a portals.yml"
# "Actualiza mi perfil con este CV que te pego"

# 5. Usar
# Pega una URL de oferta o ejecuta /career-ops

El sistema esta diseñado para que Claude lo personalice. Modes, arquetipos, scoring, scripts de negociacion – solo pidelo. Claude lee los mismos archivos que usa, asi que sabe exactamente que editar.

Guia completa en docs/SETUP.md.

Portales incluidos

El scanner viene con 45+ empresas pre-configuradas y 19 queries en los principales portales de empleo. Copia templates/portals.example.yml a portals.yml y añade las tuyas:

AI Labs: Anthropic, OpenAI, Mistral, Cohere, LangChain, Pinecone Voice AI: ElevenLabs, PolyAI, Parloa, Hume AI, Deepgram, Vapi, Bland AI Plataformas AI: Retool, Airtable, Vercel, Temporal, Glean, Arize AI Contact Center: Ada, LivePerson, Sierra, Decagon, Talkdesk, Genesys Enterprise: Salesforce, Twilio, Gong, Dialpad LLMOps: Langfuse, Weights & Biases, Lindy, Cognigy, Speechmatics Automatizacion: n8n, Zapier, Make.com Europa: Factorial, Attio, Tinybird, Clarity AI, Travelperk

Portales de empleo: Ashby, Greenhouse, Lever, Wellfound, Workable, RemoteFront

Uso

Career-ops es un unico slash command con multiples modos:

/career-ops                → Mostrar todos los comandos
/career-ops {pega un JD}   → Pipeline completo (evaluar + PDF + tracker)
/career-ops scan           → Escanear portales
/career-ops pdf            → Generar CV ATS-optimizado
/career-ops batch          → Evaluar ofertas en batch
/career-ops tracker        → Ver estado de aplicaciones
/career-ops apply          → Rellenar formularios con IA
/career-ops pipeline       → Procesar URLs pendientes
/career-ops contacto       → Mensaje LinkedIn outreach
/career-ops deep           → Research profundo de empresa

O simplemente pega una URL o descripcion de oferta – career-ops la detecta y ejecuta el pipeline completo.

Tambien Open Source

• cv-santiago – El portfolio (santifer.io) con chatbot IA, dashboard LLMOps y case studies. Si necesitas un portfolio para acompañar tu busqueda de empleo, echale un vistazo.

Documentacion

• SETUP.md – Guia de instalacion
• CUSTOMIZATION.md – Como personalizar
• ARCHITECTURE.md – Como funciona el sistema

Let’s Connect