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muratcankoylan/Agent-Skills-for-Context-Engineering

A collection of Agent Skills teaching context engineering, multi-agent design, and evaluation for building production AI agent systems.

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What is it?

This project is a set of Agent Skills, each a SKILL.md-based instruction package, covering context engineering for LLM agents. Topics include context fundamentals, degradation patterns such as lost-in-the-middle, compression, and optimization, along with multi-agent patterns, memory systems, tool design, filesystem-based context, and evaluation including LLM-as-a-judge.

The skills are written to be platform-agnostic and are organized in a repo-root skills/ directory. The repository ships as a Claude Code plugin marketplace and as an Open Plugins package for hosts such as Cursor and Codex, and individual skill folders can be copied into a project's skills directory.

The repo also includes worked examples such as an LLM-as-judge TypeScript implementation, a book style fine-tuning pipeline, and a personal knowledge system, plus a researcher directory with tooling for maintaining the skill corpus.

Key features

  • 01Covers context fundamentals, degradation, compression, and optimization for LLM agents.
  • 02Includes skills for multi-agent orchestration, memory systems, and tool design.
  • 03Provides evaluation skills such as LLM-as-a-judge, pairwise comparison, and rubric generation.
  • 04Installable into Claude Code, Cursor, Codex, and other Agent Skills hosts.
  • 05Ships worked examples with Python and TypeScript code.

Use cases

  • Giving a coding agent reusable guidance on managing long conversations and tool outputs.
  • Designing a multi-agent system and deciding how to split context between agents.
  • Building an evaluation pipeline with LLM judges for agent outputs.

Quick start

  1. 1

    Register this repository as a plugin marketplace in Claude Code

    /plugin marketplace add muratcankoylan/Agent-Skills-for-Context-Engineering
  2. 2

    Install the context-engineering plugin

    /plugin install context-engineering@context-engineering-marketplace

In collections

Claude Code tools, skills & pluginsOpen-source AI agent frameworks & appsTesting frameworks & test automation tools

Topics

#ai-agents#context-engineering#llm#prompt-engineering#multi-agent#llm-evaluation#claude-code

FAQ

What is Agent-Skills-for-Context-Engineering?
A collection of Agent Skills teaching context engineering, multi-agent design, and evaluation for building production AI agent systems. This project is a set of Agent Skills, each a SKILL.md-based instruction package, covering context engineering for LLM agents. Topics include context fundamentals, degradation patterns such as lost-in-the-middle, compression, and optimization, along with multi-agent patterns, memory systems, tool design, filesystem-based context, and evaluation including LLM-as-a-judge.
Is Agent-Skills-for-Context-Engineering free to use? What license does it have?
Agent-Skills-for-Context-Engineering is open source under the MIT license. Check the license terms before using it in commercial products.
Is Agent-Skills-for-Context-Engineering still maintained?
Actively maintained. The last commit to Agent-Skills-for-Context-Engineering was on Oct 12, 2026.
What can I use Agent-Skills-for-Context-Engineering for?
Giving a coding agent reusable guidance on managing long conversations and tool outputs. Designing a multi-agent system and deciding how to split context between agents. Building an evaluation pipeline with LLM judges for agent outputs.
How do I install Agent-Skills-for-Context-Engineering?
Register this repository as a plugin marketplace in Claude Code: /plugin marketplace add muratcankoylan/Agent-Skills-for-Context-Engineering Install the context-engineering plugin: /plugin install context-engineering@context-engineering-marketplace
Where can I get Agent-Skills-for-Context-Engineering?
The source code and installation instructions are on GitHub: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering

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