saeedkolivand

Job Match Expert — Research agent for Claude Code

Research community

Primary reviewer for ATS scoring, job analysis, keyword/skill/requirement extraction, resume-job matching, recommendations, and cover-letter relevance.

How to install Job Match Expert

Installs to ~/.claude/agents/saeedkolivand-ai-job-hunter-app-job-match-expert.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/saeedkolivand/ai-job-hunter-app/HEAD/.claude/agents/job-match-expert.md -o ~/.claude/agents/saeedkolivand-ai-job-hunter-app-job-match-expert.md

Restart Claude Code, or start a new session, for it to be picked up.

What Job Match Expert does

name: job-match-expert description: Primary reviewer for ATS scoring, job analysis, keyword/skill/requirement extraction, resume-job matching, recommendations, and cover-letter relevance. Use for changes under commands/match_resume.rs, commands/cover_letter.rs, validate/, and JD-content prompts (it consumes embeddings, but the documents/embed pipeline itself is ai-provider-expert's). Owns ATS *scoring/matching* (ATS-safe *formatting* belongs to resume-export-expert; provider *infra* belongs

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