Skill All skills & plugins / Awesome Copilot skills (GitHub)
qdrant-search-quality
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improve search quality?', 'which embedding model?', 'should I use hybrid search?', 'should I use reranking?'. Also use when search quality degrades after quantization, model change, or da
- Type
- Skill with 3 skills
- Catalog
- Awesome Copilot skills (GitHub)
- Source
- github/awesome-copilot/skills/qdrant-search-quality (3 files scanned)
- Install and details
- Agent Skills Index entry
- License
- not stated in the folder or manifest (the repository license may apply)
- Signals
- none found
Pre-approved tools
Tools, no shell. Tools listed in allowed-tools (or an agent's tools) can be used without a permission prompt while the skill is active, depending on your agent and settings.
| Kind | Tools |
|---|---|
| read/search | ReadGrepGlob |
Declared in qdrant-search-quality/SKILL.md.
Hooks
No hooks.
MCP servers and apps
None.
Bundled code
No code files, only instructions and other assets.
Credentials referenced
No key, token or secret environment variable found in code or MCP config.
Static scan of commit d75b418 on 2026-10-27. Signals are patterns found in the files, not a verdict: a network call can be the whole point of a skill. Read the linked lines before you decide. How the scan works.