alphaparkinc

Genpark Dynamic Context Pruning Needle Retriever Skill

Name: Genpark Dynamic Context Pruning Needle Retriever Skill
Author: alphaparkinc

AI community

SOURCE https://github.com/alphaparkinc/genpark-dynamic-context-pruning-needle-retriever-skill

Description

Dynamic context pruning & needle retriever for long LLM contexts (LLMLingua)

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-dynamic-context-pruning-needle-retriever-skill

![Python 3.9+](https://img.shields.io/badge/python-3.9%2B-blue) ![License MIT](https://img.shields.io/badge/license-MIT-green) ![MCP Compatible](https://img.shields.io/badge/MCP-Compatible-purple) ![GenPark AI](https://img.shields.io/badge/GenPark-AI--Agent--Skill-orange)

**GenPark AI Agent Skill** -- Dynamic context pruning & needle retriever for long LLM contexts (LLMLingua)

Quick Start

python example_usage.py

Architecture

graph LR
  User([User / AI Agent]) -->|JSON Request| Skill[GenPark AI Skill]
  Skill --> CoreEngine[Core Engine]
  CoreEngine -->|Structured Output| User