populate-db

Resolve company careers pages into verified ATS slugs and database entries.

1|Updated Apr 7, 2026
One-click install
npx skills add https://github.com/Capataina/Cernio --skill populate-db
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: populate-db
Source: https://github.com/Capataina/Cernio/tree/main/.claude/skills/populate-db
Command: npx skills add https://github.com/Capataina/Cernio --skill populate-db

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the bottleneck of manually resolving company careers pages to specific Applicant Tracking System (ATS) providers, ensuring your job search database is accurate, up-to-date, and ready for automated job searching.

Core Features & Use Cases

  • Mechanical ATS Probing: Uses a high-throughput Rust binary to probe seven major ATS providers for valid job board slugs.
  • Intelligent AI Fallback: Automatically handles non-obvious slugs and unsupported ATS providers by analyzing careers pages.
  • Sponsor Verification: Integrates UK government sponsor register checks to ensure only viable companies reach your pipeline.

Quick Start

Invoke the populate-db skill to resolve all unprocessed companies in your potential list and sync them to the database.

Frequently Asked Questions about populate-db

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate ATS resolution for company careers pages?

Automating ATS resolution uses a high-throughput Rust binary to probe major Applicant Tracking System providers for valid job board slugs, converting raw company lists into structured database entries. An AI fallback handles unsupported ATS providers by analyzing careers pages directly.

What's the best way to sync unprocessed companies to a job search database?

Syncing unprocessed companies to a job search database is handled by orchestrating end-to-end resolution from raw discovery lists into verified ATS slugs and database entries. This requires integration with a Rust binary and automated verification against ATS JSON APIs.

How does automated ATS probing handle non-obvious job board slugs?

Automated ATS probing handles non-obvious slugs through an intelligent AI fallback that analyzes company careers pages when the mechanical high-throughput probing against standard ATS providers fails to find a valid match.

Can I verify UK sponsor eligibility before adding companies to my job pipeline?

Verifying UK sponsor eligibility before pipeline entry is supported through automated integration with the UK government sponsor register. This ensures only viable companies with valid sponsorship reach your job search database.

Do I need a Rust binary to automate ATS JSON API verification?

A Rust binary is required to automate ATS JSON API verification, as it provides the high-throughput mechanical probing of seven major ATS providers needed to resolve careers pages into valid job board slugs efficiently.