Personal tool · LLM
JobHunter
A local cockpit for job and freelance search: it collects postings from many sources, scores them against my profile and drafts replies that I review and send myself.
Private repository · walkthrough on request
- 6+sources in one feed
- 0–100explainable score for every posting
- 4LLM providers, switchable in settings
- 0messages sent without me
The problem
Postings are spread over Djinni, DOU, Work.ua, Freelancehunt, Upwork and Telegram channels, many of them duplicates. Reading all of them and writing a good reply to each takes hours a day.
How it works
- 01
Collect
Source plugins run in parallel with timeouts, on a schedule or on demand.
- 02
Deduplicate
By source ID, and fuzzily by title and company across sources ("also on: DOU").
- 03
Score 0–100
Explainable rules: skills, role, seniority, pay, remote, language, freshness and deal-breakers.
- 04
Deep review
An LLM grades A–F with gaps, red flags, what to stress and a price; answers are cached and every call's cost is logged.
- 05
Draft replies
Cover letters, Upwork proposals, Freelancehunt bids, recruiter DMs and follow-ups, checked by a critic pass.
- 06
Track the funnel
A kanban board, a timeline, follow-up reminders and reply stats per source. Nothing is ever sent automatically.
Limits I know about
- It is built around one person's profile; making it multi-user would need accounts and isolated storage.