job-application-assistant

Installation
SKILL.md

Job Application Assistant


Workflow

When the user provides a job posting (URL or text), follow this workflow:

Step 1: Research & Evaluate Fit

  • Fetch the job posting content (use WebFetch for URLs). A 403 is not a dead end - follow the escalation order in 09-web-research.md before concluding a page is unavailable, and prefer the employer's own careers posting over an aggregator listing
  • Keep the full posting text verbatim for Step 3b to archive - never a summary
  • Analyze the posting for required competencies, keywords, and priorities
  • Research the company (website, LinkedIn, mission, recent news), per 09-web-research.md
  • Score the posting against the candidate's profile using the framework in 04-job-evaluation.md
  • Present the evaluation table and verdict
  • Suggest whether the candidate should call the employer before applying (see 04-job-evaluation.md for guidance)
  • Ask the user if they want to proceed with an application
Installs
135
GitHub Stars
36.4K
First Seen
Jun 17, 2026
job-application-assistant — madslorentzen/ai-job-search