Career-Ops

Personalized role-discovery and triage system for selective job search workflows.

Upstream project: career-ops by Santiago Fernández de Valderrama

Overview

This fork keeps the upstream career-ops tooling focused on a practical loop:

• Scan direct company boards and selected sources for relevant roles
• Deduplicate and append new matches into a pipeline
• Classify roles by strategic fit, hireability, and compensation viability
• Render a dashboard for quick human review

The intended workflow is human-in-the-loop. This repo helps discover, rank, and prepare opportunities; it does not auto-submit applications by default.

Upstream And Fork

• Upstream project: santifer/career-ops
• This repository: a fork with additional scanner, classifier, dashboard, and workflow customization

Included Sample Data

The tracked sample files in data/ and dashboard/fit-dashboard.html are synthetic. They are included only to demonstrate the workflow and UI shape without publishing a real candidate pipeline or scan history.

Main Workflow

1. Scan company boards

This runs scan-company-boards.mjs and:

• reads local search configuration from portals.yml
• scans supported ATS/company boards directly
• applies title and location filters
• deduplicates against prior pipeline and history data
• appends new matches to data/pipeline.md

2. Classify candidates

This runs classify-candidates.mjs and: