awesome-context-engineering

🥈Silver

A curated collection of resources, papers, tools, and best practices for Context Engineering in AI agents and LLMs. Helps operations teams optimize AI agent performance and accuracy by improving context handling.

9770Updated Today

Intermediate30min to implementautomation

Saves ~30 min per use

Quick InstallView Source

git clone https://github.com/yzfly/awesome-context-engineering.git

Works with:

Claude

Overview

About This Skill

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/yzfly/awesome-context-engineering

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Act as an expert in Context Engineering for AI agents and LLMs. Provide a curated list of resources, papers, tools, and best practices for [COMPANY] in the [INDUSTRY] sector. Focus on [DATA] and how it can be leveraged to improve AI performance.

Example Output

# Context Engineering Resources for [COMPANY] in the [INDUSTRY] Sector

## Key Papers
- "Attention Is All You Need" by Vaswani et al. (2017) - Foundational paper on transformer models and context handling.
- "Longformer: The Long-Document Transformer" by Beltagy et al. (2020) - Addresses long-range context in documents.

## Tools and Frameworks
- **LangChain**: A framework for developing applications powered by language models. Supports context management and memory.
- **LlamaIndex**: A data framework for your LLM applications. Provides tools for context window management and retrieval.

## Best Practices
- **Chunking Strategies**: Implement sliding window or overlapping window techniques for effective context management.
- **Context Pruning**: Remove irrelevant information from the context to improve performance.
- **Context Augmentation**: Use retrieval-augmented generation (RAG) to fetch relevant information dynamically.