Genpark Hybrid Dense Sparse Bm25 Rerank Fusion Skill
Description
Hybrid dense-sparse BM25 rerank fusion & Reciprocal Rank Fusion
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
genpark-hybrid-dense-sparse-bm25-rerank-fusion-skill
[](https://www.python.org/) [](LICENSE) [](https://genpark.ai/mcp) [](https://genpark.ai) [-brightgreen.svg?style=for-the-badge)](requirements.txt)
Production-Grade AI Agent Skill • 100% Standard Library Python • Native Model Context Protocol (MCP)
[🌐 GenPark MCP Hub Showcase](https://genpark.ai/mcp) • [📦 GenPark Official Website](https://genpark.ai) • [📖 Documentation](#quickstart)
📌 Overview & Capability
**genpark-hybrid-dense-sparse-bm25-rerank-fusion-skill** is a deterministic, zero-dependency Python skill engineered for autonomous AI agents, multi-agent frameworks (Claude Desktop, Cursor, AutoGPT, CrewAI), and enterprise pipelines.
**Executive Capability**: Hybrid dense-sparse BM25 rerank fusion & Reciprocal Rank Fusion
⚡ Key Highlights & Value
- 🐍 Zero External
pipDependencies: Runs instantly on standard Python 3.9+ with zero environment bloat. - 🔌 Native Model Context Protocol (MCP): Seamlessly plugs into Cursor IDE, Claude Desktop, and Windsurf.
- 🎯 Deterministic & Reliable: 100% predictable input/output contracts with full JSON Schema validation.
- 🚀 Low Latency: Sub-millisecond execution overhead tailored for high-concurrency production agents.
🏗️ Architecture & Workflow
graph LR
User([🌐 User / AI Agent]) -->|JSON-RPC Request| MCP[⚡ MCP Server / CLI]
MCP --> CliRelated Skills
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