analyze-experiment

create-inspect-task

niznik-dev

Tools for conducting social research with LLMs

scaffold-inspect

niznik-dev

Tools for conducting social research with LLMs

run-torchtune

niznik-dev

Tools for conducting social research with LLMs

design-experiment

niznik-dev

Tools for conducting social research with LLMs

scaffold-experiment

niznik-dev

Tools for conducting social research with LLMs

run-inspect

niznik-dev

Tools for conducting social research with LLMs

scaffold-torchtune

niznik-dev

Tools for conducting social research with LLMs

run-experiment

niznik-dev

Tools for conducting social research with LLMs

senior-prompt-engineer

alirezarezvani

World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-thought, and AI evaluation. Includes RAG optimization, agent design, and LLM system architecture. Use when building AI products, optimizing LLM performance, designing agentic systems, or implementing advanced prompting techniques.

senior-ml-engineer

alirezarezvani

World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.

discover-ml

rand

Automatically discover machine learning and AI skills when working with machine learning. Activates for ml development tasks.

prompt-factory

alirezarezvani

World-class prompt powerhouse that generates production-ready mega-prompts for any role, industry, and task through intelligent 7-question flow, 69 comprehensive presets across 15 professional domains (technical, business, creative, legal, finance, HR, design, customer, executive, manufacturing, R&D, regulatory, specialized-technical, research, creative-media), multiple output formats (XML/Claude/ChatGPT/Gemini), quality validation gates, and contextual best practices from OpenAI/Anthropic/Google. Supports both core and advanced modes with testing scenarios and prompt variations.