AI Engineering — AI skill for Claude Code
Use when starting any AI/ML task and unsure which Yzmir specialist pack applies - routes to PyTorch, training, RL, LLM, neural-architecture, ML-production, dynamic-architecture, morphogenetic-RL, simu.
How to install AI Engineering
Installs to ~/.claude/commands/tachyon-beep-skillpacks-ai-engineering.md
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/tachyon-beep/skillpacks/HEAD/.claude/commands/ai-engineering.md -o ~/.claude/commands/tachyon-beep-skillpacks-ai-engineering.md Restart Claude Code, or start a new session, for it to be picked up.
What AI Engineering does
description: Use when starting any AI/ML task and unsure which Yzmir specialist pack applies - routes to PyTorch, training, RL, LLM, neural-architecture, ML-production, dynamic-architecture, morphogenetic-RL, simulation-foundations, or systems-thinking specialists. Owns mandatory-clarification triggers, cross-cutting multi-pack routing, and pressure-resistance discipline (time / authority / sunk-cost / keyword / social).
AI Engineering Routing
**This is a router, not a content pack.
Alternatives in AI
- PyTorch Lightning — Deep learning with PyTorch Lightning framework 6.4k ★
- AI Research SKILLs — Visual Skills Pack for Obsidian: generate Canvas, Excalidraw, and Mermaid diagrams from text with Claude Code 5.7k ★
- Welcome — AI Research Skills — You now have access to 86 production-ready skills covering the entire AI research lifecycle: literature survey 5.4k ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Dynamic Architectures
Dynamic/morphogenetic neural networks - grow, prune, adapt topology during training. Continual learning, gradi
Prompt Architecture
Reference guide for designing production LLM prompt systems in this codebase. Covers the Two-Pass Gap Analysis
ML Training Pack
Machine learning model training skills
Aurora
Aurora - independent community smart home orchestrator. Routes any smart home request to the right specialist
Training AI Agents
Training architecture for self-improving AI agents.
Review Production ML
Pre-deployment and in-production ML review — training/serving skew, drift, delayed labels, versioning of model
Related Agents
Agent
AI video production orchestrator. Routes requests to specialized ComfyUI skills for character generation, vide
Mle Reviewer
Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibili
PyTorch
PyTorch ML model implementation, training loops, and model export.