context-initialization

What problem does it solve?

This Skill prevents AI agents from "hallucinating" solutions or ignoring existing, well-defined skills. It ensures your agent always leverages documented patterns, authentication methods, and best practices from the repository's skills, saving you time and reducing errors.

Core Features & Use Cases

• Automated Agent Guidance: Automatically creates or updates an AGENTS.md file in your workspace, instructing the AI to prioritize existing skills.
• Skill-First Approach: Directs the agent to search for and use relevant skills across all scientific domains (databases, packages, platforms, methods) before attempting to solve tasks from scratch.
• Intelligent Updates: Preserves any custom instructions or modifications in your AGENTS.md file while ensuring essential skill-search directives are present.
• Use Case: When you start any scientific project, this skill automatically configures your AI agent to use established best practices and available tools, preventing redundant work and ensuring consistent, high-quality results.

Quick Start

This skill is auto-invoked. No manual action is needed. Simply begin your scientific task, and the agent will be guided to use available skills.