auto-apply

Automate job discovery, ranking, pre-screening, and form submission across job boards and LinkedIn.

Updated Apr 4, 2026
One-click install
npx skills add https://github.com/SimonOneNineEight/openclaw --skill auto-apply
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-apply
Source: https://github.com/SimonOneNineEight/openclaw/tree/main/workspace/.claude/skills/auto-apply
Command: npx skills add https://github.com/SimonOneNineEight/openclaw --skill auto-apply

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the repetitive, time-consuming process of finding, scoring, and submitting job applications by fully automating discovery, ranking, pre-screening, and form submission so users can scale applications reliably without manual per-job toil.

Core Features & Use Cases

  • End-to-end pipeline orchestration: Chains job discovery, rescoring, sponsorship pre-screening, and mass application across multiple sources.
  • Safety and rate controls: Enforces LinkedIn Easy Apply caps, handles rate limits and errors, and updates a centralized jobs.db to track statuses.
  • Operational notifications and cron readiness: Sends stepwise progress updates (Discord/sessions_send) and is designed to run on a scheduled cron cadence for unattended automation.

Quick Start

Start the auto-apply pipeline to discover new jobs, rescore and pre-screen them for sponsorship blockers, then automatically apply to the top matches while streaming progress updates.

Frequently Asked Questions about auto-apply

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

FAQPage Schema
How do I automate job applications across multiple job boards and LinkedIn?

Automated job application requires a pipeline that discovers jobs, pre-screens for sponsorship blockers, and submits forms across multiple job boards. This Skill orchestrates that end-to-end workflow, enforcing safety caps and tracking statuses in a centralized database.

What do I need to set up automated LinkedIn Easy Apply and job board form filling?

Automated job form filling requires a running Chrome instance with remote debugging, the agent-browser CLI, an initialized jobs.db, a form profile, and environment credentials. These enable the pipeline to interact with web interfaces, enforce application caps, and track submission statuses.

Can I run job application automation on a scheduled cron cadence unattended?

Yes, running job application automation on a scheduled cron cadence is supported for unattended execution. The pipeline sends stepwise progress updates via Discord or sessions_send while discovering, scoring, and applying to jobs automatically within enforced rate limits.

How does automated job discovery handle sponsorship pre-screening?

Automated sponsorship pre-screening evaluates discovered positions to identify sponsorship blockers before submission. The pipeline rescores and filters these roles, ensuring automated applications target jobs matching your sponsorship requirements and avoiding wasted submissions.

Are there rate limits for LinkedIn Easy Apply when mass applying to jobs?

Yes, the pipeline enforces LinkedIn Easy Apply caps to handle rate limits and errors safely. It manages submission pacing and updates a centralized jobs.db to track application statuses, preventing account flagging during mass automated job submission across multiple job boards.