Job hunting eats 4-6 hours/day — re-typing the same resume into 30 different ATS forms, rewriting the same cover letter with the company name swapped, and tracking everything in a spreadsheet that's three days out of date. Meanwhile 500 generic resumes already hit that Easy Apply posting. This agent monitors LinkedIn for matching roles, tailors your resume bullets to each job description, drafts a custom cover letter that actually references the role, applies via Easy Apply when allowed, and prepares the rest for manual one-click submission. ## What's included - **LinkedIn job monitor** — saved searches by title, location, salary band, remote/hybrid, seniority, company size; new postings surfaced within the hour - **Per-job resume tailoring** — re-ranks + rewrites bullets against the JD's keyword set so the ATS scorer + recruiter both see relevance; tracks which version went to which company - **Custom cover letters** — references the actual role, the team, and one specific thing about the company (recent funding, product launch, blog post); not a Mad Libs template - **Easy Apply automation** — submits via LinkedIn Easy Apply where supported; for non-Easy-Apply postings, generates a paste-ready package (tailored resume PDF + cover letter + answer bank for "Why this company?" "Why this role?" etc.) - **Application tracker** — every submission logged with date, version sent, status (applied / phone screen / onsite / offer / rejected / ghosted), recruiter name, next-step date, follow-up draft - **Follow-up drafts** — Day 7, Day 14, Day 21 nudge templates that don't sound desperate - **Interview prep (Pro)** — company research dossier, likely behavioral + role-specific questions, STAR-format answer bank, salary band research, negotiation scripts - **Rejection postmortem** — when a "no" comes back, surfaces which resume/cover-letter angle missed so the next round adjusts ## Limitations - **Not the LinkedIn application form** — agent automates Easy Apply where LinkedIn supports it; many enterprise ATS (Workday, Greenhouse, Lever) still need one manual paste, so you get a fully-pre-filled package instead - **Not a recruiter** — generates outreach + tracking; warm intros + referrals are still your network - **Not a resume rewrite service** — tailors per-job from your existing master resume; if your master is weak, output is weak - **English-first** — international ATS + non-English cover letters adapt but quality varies - **Single-track scope** by default — career-pivoters running 2-3 distinct tracks (e.g., PM + Eng Mgr) run per-track sessions ## Best fit Active job seekers applying to 10-50 roles/week — laid-off engineers, recent grads, career-changers, contractors between gigs. Especially valuable in the first 30 days of a search when discipline is highest but momentum hasn't built — the per-job tailoring typically lifts callback rates from 2-4% (generic blast) to 12-20% (researched + tailored), which is the difference between a 6-week search and a 4-month search. At a typical $80K-$200K salary, every week of accelerated landing is worth $1.5K-$4K in opportunity cost recovered.
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