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context-engineering-intro

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2,376
Python

Project Description

Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around, but you can apply this strategy with any AI coding assistant!

context-engineering-intro: Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work

Project Title

context-engineering-intro — A Comprehensive Template for Context Engineering with AI Coding Assistants

Overview

The context-engineering-intro project is a Python-based template designed to facilitate the practice of context engineering, which is the discipline of providing AI coding assistants with the necessary information to complete tasks end-to-end. This project is centered around Claude Code but can be adapted for use with any AI coding assistant, emphasizing a shift from traditional prompt engineering to a more comprehensive approach that includes documentation, examples, rules, patterns, and validation.

Key Features

  • Comprehensive template for context engineering with AI assistants
  • Step-by-step guide for setting up and using the template
  • Project-specific rules and guidelines in CLAUDE.md
  • Structured approach to creating feature requests and product requirements prompts (PRPs)
  • Emphasis on using examples to guide AI assistants effectively

Use Cases

  • Developers looking to improve the effectiveness of AI coding assistants in their projects
  • Teams seeking to standardize their development process with AI assistance
  • Individuals interested in exploring the paradigm shift from prompt engineering to context engineering

Advantages

  • Reduces AI failures by providing comprehensive context
  • Ensures consistency in AI-assisted development by following project patterns and conventions
  • Enables the AI to handle complex, multi-step implementations
  • Allows for self-correction through validation loops

Limitations / Considerations

  • The project is centered around Claude Code, which may limit its direct applicability to other AI assistants without adaptation
  • Requires a significant initial setup to define project rules and guidelines
  • May have a learning curve for developers new to context engineering

Similar / Related Projects

  • [Project Name 1] - Brief note on how it differs from context-engineering-intro.
  • [Project Name 2] - Brief note on how it differs from context-engineering-intro.
  • [Project Name 3] - Brief note on how it differs from context-engineering-intro.

Basic Information


📊 Project Information

🏷️ Project Topics

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📚 Documentation


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Project Information

Created on 7/2/2025
Updated on 10/31/2025