Skill UI

This skill provides expert guidance in designing and developing advanced AI assistants, including sophisticated chatbots and intelligent conversational interfaces. It helps users build comprehensive, production-ready solutions by focusing on natural language understanding, context management, and seamless integrations. Ideal for AI development workflows and needing best practices for intelligent applications.

Guides implementation of Mistral AI chat completions, streaming responses, multi-turn history tracking, and configurable prompts for conversational interfaces and text generation.

TransformerLens is the standard library for performing mechanistic interpretability research on large language models. It provides clean interfaces to inspect and manipulate transformer internals—such as attention patterns, residual streams, and MLP outputs—via activation caching and HookPoints. This tool is essential for reverse-engineering model algorithms, performing causal tracing, and studying the internal circuits responsible for model behavior.

MolyKit is a Makepad-based toolkit for building cross-platform AI chat interfaces, handling SSE streaming, LLM integration, and reusable widgets like messages, prompts, avatars, and async task utilities.

Creates a machine-readable specification template tailored for Generative AI solutions, covering purpose, requirements, constraints, interfaces, dependencies, and validation so implementation stays unambiguous.