identify-architecture

What problem does it solve?

Understanding and documenting complex machine learning model architectures from research papers or code is a detailed task that requires careful extraction and mapping.

Core Features & Use Cases

• Architecture Extraction: Locates and documents architecture diagrams, layer specifications, and data flow from research papers.
• Implementation Planning: Translates architectural details into a plan for Mojo struct/function definitions.
• Use Case: When preparing to implement a neural network from a research paper, use this skill to extract its layer-by-layer breakdown, parameters, and connections, creating a clear implementation blueprint.

Quick Start

Use the identify-architecture skill to outline the process for extracting and documenting an ML model's architecture from a research paper.