A curated collection of AI prompts designed to enhance collaboration with AI coding assistants. This repository contains structured prompts that guide AI agents to follow best practices in software development.
This repository provides reusable prompts that help AI coding assistants work more effectively by:
- Memory Continuity: Maintaining project context across sessions through structured documentation
- Clarifying Requirements: Ensuring AI agents identify ambiguities and ask relevant questions before starting work
- Strategic Planning: Guiding AI to create thoughtful implementation plans with multiple alternatives and clear steps
- Structured Development: Promoting a methodical, step-by-step approach to coding tasks
- Quality Assurance: Establishing systematic code review and testing standards
- Sustainable Practices: Managing dependencies, maintaining compatibility, and following commit conventions
- Memory Bank System - Maintain project context across AI sessions
- Memory Bank Initialization Example - Sample initialization for a project
Specialized AI agents with defined roles for structured team-based development:
- Architect - Requirements gathering, design, and implementation planning
- Worker - Code implementation following the architect's plan
- Code Reviewer - Code review against target branch
Reusable orchestration prompts that coordinate agents and workflows:
- Feature Team Orchestration - End-to-end feature delivery using the architect → worker → code-reviewer pipeline
Each prompt file can be used as a rule for AI tool of you choice (Cursor, Claude Code, Github Copilot etc.) or directly shared with your AI coding assistant to establish consistent behavior patterns across your development sessions.