reranking-patterns
✓Reranking patterns for improving search precision. Use when implementing cross-encoder reranking, LLM-based relevance scoring, or improving retrieval quality in RAG pipelines.
Installation
SKILL.md
Reranking Patterns Improve search precision by re-scoring retrieved documents with more powerful models.
Improve search precision by re-scoring retrieved documents with more powerful models.
| cross-encoder/ms-marco-MiniLM-L-6-v2 | 50ms | Free | Good | | BAAI/bge-reranker-large | 100ms | Free | Better | | cohere rerank-english-v3.0 | 200ms | $1/1K | Best | | gpt-4o-mini (LLM) | 500ms | $0.15/1M | Great |
Reranking patterns for improving search precision. Use when implementing cross-encoder reranking, LLM-based relevance scoring, or improving retrieval quality in RAG pipelines. Source: yonatangross/orchestkit.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/yonatangross/orchestkit --skill reranking-patterns- Source
- yonatangross/orchestkit
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is reranking-patterns?
Reranking patterns for improving search precision. Use when implementing cross-encoder reranking, LLM-based relevance scoring, or improving retrieval quality in RAG pipelines. Source: yonatangross/orchestkit.
How do I install reranking-patterns?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/yonatangross/orchestkit --skill reranking-patterns Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/yonatangross/orchestkit
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01