job-apply

Automate job application form completion with Simplify autofill and Notion data.

1|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/khetansarvesh/ai_skills_repo --skill job-apply-khetansarvesh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: job-apply
Source: https://github.com/khetansarvesh/ai_skills_repo/tree/main/skills/job-apply
Command: npx skills add https://github.com/khetansarvesh/ai_skills_repo --skill job-apply-khetansarvesh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Job candidates lose time repeatedly filling the same application fields and writing cover letters, while also risking mistakes or accidentally submitting before reviewing.

Core Features & Use Cases

  • Simplify-first autofill: Launches each job in a new tab and prioritizes clicking the Simplify autofill button before attempting any manual filling.
  • Profile-driven completion: Reads resume and project data from Notion on each run to fill remaining fields accurately and consistently.
  • Evaluation-aware answers: If job evaluation context exists in Notion, uses it to produce archetype-aligned responses (e.g., framing and proof points) instead of generic answers.
  • Safety guardrails for applications: Never clicks Submit/Apply, avoids sensitive fields (like SSN/bank details and unspecified salary), and captures final screenshots for user review.
  • Cover letter rules: Leaves cover letter empty when optional; generates a concise 1-page letter when required using JD keywords and user proof points.

Quick Start

Run job-application filling for all Notion-evaluated jobs by opening each job page in a new tab, triggering Simplify-first autofill, filling remaining questions from your resume and projects, stopping before submission, and taking a final screenshot for your review.

Frequently Asked Questions about job-apply

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

FAQPage Schema
How do I automate filling out multi-page ATS job application forms?

To fill job applications safely, the system prioritizes the Simplify extension for autofill, then maps remaining fields using resume data from Notion. It applies safety guardrails by never clicking Submit and avoiding sensitive inputs like SSN or bank details.

Can I generate cover letters automatically from a job description?

Yes, cover letter generation extracts JD keywords and user proof points from Notion to create a concise one-page letter. The system leaves the field empty when a cover letter is optional to save time.

Do I need a Notion token to automate my job application workflow?

Yes, a NOTION_TOKEN is required to fetch evaluated jobs, update application status, and retrieve resume data. It enables the system to pull profile information and archetype-aware context for accurate form completion.

How does evaluation-aware context improve job application autofill?

Evaluation-aware context uses job evaluation reports from Notion to generate archetype-aligned responses. It frames your experience using specific proof points tailored to the job archetype instead of generic answers.

What are the limitations of using browser automation for job applications?

Browser automation for job applications avoids clicking Submit, will not fill sensitive fields like SSN or bank details, and skips unspecified salary fields. It captures final screenshots for manual review to prevent premature submission.

What's the best way to fill application fields accurately across different ATS platforms?

The best way is combining Simplify-first autofill with Chrome DevTools MCP for manual field mapping. This handles platform-specific forms by reading resume and project data from Notion to ensure consistent completion.