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qdrant-search-quality

skills.sh
SkillUnverified source

Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall is low', 'approximate search worse than exact', 'which embedding model', 'quality dropped after quantization', 'how to measure retrieval quality', 'build a golden set', 'ground truth dataset', or 'how to score recall@k'. Also use when search quality degrades without obvious changes.

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Install

New here? These commands run inside Claude Code, Anthropic's terminal-based coding assistant — not your regular shell. Open a terminal, type claude to start a session, then paste the two lines below inside it.

Claude Code
npx skills add qdrant/skills --skill "qdrant-search-quality" -a claude-code -g -y

Paste into a Claude Code session. This only adds/installs the plugin — nothing runs automatically.

O, si ya vinculaste skillcat-sync, envíalo directamente — te pedirá confirmar antes de tocar nada.

This listing is sourced from qdrant/skills. We index metadata only and have not executed or audited this code. Review the source before installing.

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