SkillCheatSheet
qdrant-search-quality-diagnosis
An AI agent skill from github/awesome-copilot, scored 65 out of 100 by code.
Code score by group
It loses the most points in Done criteria (11), the group that checks whether there is a checklist and a step that verifies the work.
What the author says it does
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', or 'quality dropped after quantization'. Also use when search quality degrades without obvious changes.
This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.
- Repository
- github/awesome-copilot
- Folder
- skills/qdrant-search-quality/diagnosis
- License
- MIT
- GitHub stars
- 41,064
- SKILL.md lines
- 54
- Other files
- 0
Add qdrant-search-quality-diagnosis to your agent
npx skills add github/awesome-copilot --skill qdrant-search-quality-diagnosisThe command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.
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Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.