Summary

This repository offers a collection of independently authored prompt templates for AI coding agents, drawing inspiration from observed patterns in Claude Code. It addresses the need for structured, reliable prompts covering system behavior, tool usage, agent delegation, memory management, and multi-agent coordination. The templates are designed for engineers and researchers aiming to enhance the effectiveness and robustness of their AI coding assistants by implementing proven prompt engineering techniques.

How It Works

The project's core methodology involves studying the practical behavior of Claude Code, identifying key patterns in its prompt structures related to safety, tool routing, delegation, and memory. These observed patterns are then independently reimplemented from scratch using original wording. This approach aims to distill effective prompt engineering techniques into reusable templates, providing a structured method for building more reliable AI coding agents.

Quick Start & Requirements

Users can integrate these prompts by copying complete templates into their agent configurations and replacing placeholder values. For Cursor IDE users, provided skills can be dropped into ~/.cursor/skills-cursor/ for direct integration. The project recommends pairing these prompts with RepoWise for comprehensive codebase context, which is essential for AI agents to understand their working environment. No specific software prerequisites are listed for the prompt templates themselves.

Highlighted Details

• Comprehensive prompt categories include System, Tool, Agent, Memory, Coordinator, and Utility prompts.
• Features detailed analyses of 9 observed prompt engineering patterns.
• Offers drop-in skills specifically for the Cursor IDE.
• Designed for seamless integration with RepoWise's codebase intelligence engine.

Maintenance & Community

The project is developed by RepoWise. Updates are planned based on analysis of Claude Code releases. Users are encouraged to "Star this repository to stay updated." No specific community channels like Discord or Slack are listed.

Licensing & Compatibility

All original content is released under the MIT license, permitting broad use and compatibility. The prompts are designed to be language and repository size agnostic, working with any AI agent and codebase.

Limitations & Caveats

This project is independently authored and not affiliated with Anthropic. The use of "Claude Code" is under nominative fair use for descriptive purposes, as it is a trademark of Anthropic. No specific functional limitations or development status (e.g., alpha/beta) are detailed in the README.