Graduate Job Hunt: Roles + Recruiters + Outreach
For a new grad or career-changer running a parallel job search. Multi-source web research for roles + recruiters, ranked by fit, with per-recruiter outreach drafts saved to Drive.
Job hunting is a part-time job
Here's what doing this by hand looks like today — and why it doesn't scale.
Every company uses a different job board — LinkedIn, Greenhouse, Lever, Ashby
Finding the right recruiter takes as long as reading the JD
Personalized outreach at scale is impossible by hand
Composio collapses all of this into one prompt — here's what that looks like.
Your agent runs it end-to-end.
- 01Multi-source search for roles matching your keywords and locations
- 02Supplemental deep search to fill gaps
- 03Dedupe by company + title; rank by recency and keyword match
- 04For the top roles, identify the recruiter on LinkedIn
- 05Read the resume for personalization anchors
- 06Draft a personalized outreach message per recruiter — ≤150 words, LinkedIn and email ready
- 07Save each draft to a Drive folder, organized by company
- 08Return a ranked list: company, role, location, recruiter, draft link
A week of job hunt in one session
Roles sourced, recruiters identified, outreach drafted — all saved to a Drive folder ready for your review.
Paste this into Claude, Cursor, or Codex. It'll install the CLI, connect your apps, and run the task — end to end.
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