Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / Engineering / ml-ai-eng

AI Engineering Kit

Category: Engineering  ·  Sub-category: ml-ai-eng  ·  Last updated:
Claude ajan altyapısı — /ai-upgrade (repo kataloğu, araç yönetimi) + /ai-metodoloji (çalışma kalitesi denetimi). Stack bağımsız, her projede çalışır.

From the source SKILL.md

Claude'un bir projede nasıl çalıştığını ölçen ve geliştiren ajan altyapısı. İki slash komut kurar, iki log dosyası başlatır, bir repo kataloğu ile gelir.

What this skill does

AI Engineering Kit is a community-contributed Claude Code skill in the ml-ai-eng sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-engineering-kit/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The AI Engineering Kit Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/ai-engineering-kit
curl -L https://claudskills.com/skills/ai-engineering-kit/SKILL.md \
  -o ~/.claude/skills/ai-engineering-kit/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-engineering-kit/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ai-engineering-kit/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-engineering-kit\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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