qdrant-search-strategies

github/awesome-copilot

SkillLoads cleanly

Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not…

Scores
out of 100 · grade A

2026-08-22

Works

40% of the score

92/100

Frontmatter name `qdrant-search-strategies` does not match its directory `search-strategies`.

Maintained

25% of the score

100/100

no commits in the last 12 weeks

Adopted

20% of the score

63/100

38,112 stars on the source repo.

Documented

15% of the score

48/100

No usage example or code block.
744-word body.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add github/awesome-copilot/qdrant-search-strategies

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
Name mismatch	The frontmatter name and the directory name disagree.

What it says it does

Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', 'ColBERT reranking', or 'missing keyword matches'

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-21.

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