HH AI Agent

Telegram bot that finds and scores HH.ru job listings with an LLM and drafts cover letters automatically.

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HH AI Agent automatically searches for job listings on HH.ru (a major Russian job site), scores them against the user's profile with an LLM, generates cover letters, and sends matching openings to Telegram. A setup wizard walks through Telegram bot configuration, choice of AI provider (local Ollama, Mistral API, or any OpenAI-compatible provider), and profile data for job analysis.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of HH AI Agent - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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