uv-bootstrap-ml-knowledge-authoring

What problem does it solve?

This Skill streamlines the process of creating and maintaining new Machine Learning domain knowledge skills within the pkbllm repository, ensuring consistency and adherence to established conventions.

Core Features & Use Cases

• Scaffolds New Skills: Automatically generates the directory structure and a template SKILL.md for new ML skills.
• Enforces Naming Conventions: Ensures all new skill names start with uv-.
• Guides Taxonomy Placement: Directs new skills into one of the predefined ML categories.
• Promotes House Style: Provides a checklist for essential SKILL.md sections and content quality.
• Use Case: When you need to add a new skill for a novel ML model architecture, use this skill to quickly set up the necessary files and adhere to the repo's standards.

Quick Start

Use the uv-bootstrap-ml-knowledge-authoring skill to scaffold a new skill for FlashInfer kernels under the model-architecture category.