RoleMule

Self-hosted AI job-search companion that scores fit, researches companies and drafts cover letters.

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RoleMule is a self-hosted AI job-search companion: paste a posting and five agents analyze the role, score fit, research the company, write a cover letter and produce resume tips in about 30 seconds, plus interview prep and mock sessions. It runs on your own choice of Gemini, OpenAI, Anthropic or Ollama models. It's aimed at job seekers who want AI assistance preparing applications without a hosted subscription service.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of RoleMule - 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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