rustidi

AI First Engineering — AI skill for Claude Code

AI community

Engineering operating model for teams where AI agents generate a large share of implementation output.

How to install AI First Engineering

Installs to ~/.claude/skills/rustidi-ml-portfolio-ai-first-engineering/SKILL.md

Terminal

mkdir -p ~/.claude/skills/rustidi-ml-portfolio-ai-first-engineering && curl -fsSL https://raw.githubusercontent.com/rustidi/ml-portfolio/HEAD/skills/ai-first-engineering.md -o ~/.claude/skills/rustidi-ml-portfolio-ai-first-engineering/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What AI First Engineering does

name: ai-first-engineering description: Engineering operating model for teams where AI agents generate a large share of implementation output. triggers: ["ai-first engineering", "review AI-generated code", "agent-friendly architecture"]

AI-First Engineering

Sanitized example skill.

Use this skill when designing process, reviews, and architecture for teams shipping with AI-assisted code generation.

Process Shifts

Planning quality matters more than typing speed.
Eval cove

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