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Generate tailored resume highlights and cover letter for a specific job. Use when asked to apply, write a cover letter, or prepare an application.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Professional profile for job matching and application generation. Update this with your own experience.
Rules for consistent voice across all application materials. Load this before generating any cover letter or resume content.
Score a cover letter on six dimensions. Use after the static humanization check passes. Only runs on cover letters that scored 60+ on the humanizer.
Analyze application outcomes to improve future applications. Triggers automatically every 10 applications or when asked to analyze results.
Search for jobs, deduplicate, score matches against career profile, and report results. Use when asked to find jobs, search, or check what's new.
Route requests using three layers. Pattern match first (no AI), then workflows, then full agent reasoning. Use for every incoming request.
| name | application |
| description | Generate tailored resume highlights and cover letter for a specific job. Use when asked to apply, write a cover letter, or prepare an application. |
Get the job details -- title, company, description, requirements. If from a URL, search for it. If from pipeline, load from applicant-db.
Search the web for:
Summarize in 3-4 bullets. Flag if limited info found. Do NOT fabricate.
Read the career-profile skill for the user's experience, skills, and preferences.
Pick 3-5 accomplishments from the career profile that best match this role's requirements. Reframe with the company's language where natural, but don't force it.
Follow the copy-style skill rules. Use company research to make the opening specific. Keep under 250 words.
Run check_humanization on the cover letter.
If humanization passes, review against the cover-letter-judge criteria.
Show the user:
On approval, use add_application with all details.
