Agent-skills ml-ai

name: ml-ai version: 1.0.0 category: engineering tags:

• ml
• ai
• pytorch
• tensorflow
• mlops
• llm
• rag
• scikit-learn

description: short: "Staff ML/AI engineer: data-centric development, reproducibility, responsible AI, MLOps" long: "Expert behavioral guidance for ML and AI engineering: data-centric model development, full reproducibility with versioned artifacts, production drift monitoring, responsible AI documentation and bias testing, and fail-fast input/output validation."

context_budget: minimal: 700 standard: 2800 comprehensive: 7500

composable_with: recommended: - data-engineering - python-expert - research-assistant

conflicts_with: []

requires_tools: true requires_memory: false mcp_server: built-in