ai-patterns

Reference markdown documents for AI coding patterns, anti-patterns, and obstacles.

1|Updated May 14, 2025
One-click install
npx skills add https://github.com/fcnatra/VibeCoding --skill ai-patterns-fcnatra
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-patterns
Source: https://github.com/fcnatra/VibeCoding/tree/main/Copilot%20Tools/skills/ai-patterns
Command: npx skills add https://github.com/fcnatra/VibeCoding --skill ai-patterns-fcnatra

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a structured reference for understanding and applying effective patterns, anti-patterns, and obstacles in AI-augmented software development, helping users navigate the complexities of working with AI.

Core Features & Use Cases

  • Pattern Discovery: Access a curated collection of AI coding patterns, anti-patterns, and obstacles.
  • Context Management Guidance: Learn strategies for managing AI context, knowledge, and focus.
  • Reliability & Quality Improvement: Discover techniques to handle non-determinism, complexity, and verification in AI outputs.
  • Communication Strategies: Find patterns for directing AI behavior, getting honest feedback, and ensuring alignment.
  • Use Case: When encountering issues with an AI agent losing track of instructions in a long conversation, consult the 'context-rot' obstacle and 'context-management' pattern for solutions.

Quick Start

Use the ai-patterns skill to find patterns for managing AI context.

Frequently Asked Questions about ai-patterns

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What are AI coding patterns for managing context in LLM development?

AI coding patterns for managing context involve strategies for maintaining knowledge and focus when working with AI agents. This reference provides curated patterns to navigate obstacles like context-rot during long conversations.

How do I fix an AI agent losing track of instructions in long conversations?

To fix an AI agent losing track of instructions, consult the 'context-rot' obstacle and apply the 'context-management' pattern. This provides structured strategies for maintaining AI focus and context reliability.

How can I improve reliability and quality when generating code with AI?

Improve AI code generation reliability by applying techniques that handle non-determinism and complexity. This reference details verification patterns to ensure output quality and alignment in augmented software development.

What are common anti-patterns and obstacles in AI-augmented software development?

Common anti-patterns in AI-augmented software development include context loss and communication misalignment. This reference provides a structured collection of these obstacles alongside effective patterns to avoid them.

Do I need a local repository to use these AI development patterns?

Yes, accessing these AI development patterns requires a local repository of markdown documents. The Skill acts as a reference facilitating the discovery of coding patterns, anti-patterns, and obstacles stored locally.