Auto

Auto is an AI Engineering skill for Claude Code, published by yonatangross in orchestkit.

225 stars24 forkson yonatangross/orchestkitAdded 2026/09/03Repository updated 2026/09/02

agent-orchestrationagentsai-agentsai-developmentanthropicclaude-codeclaude-code-pluginclaude-plugindeveloper-toolsfastapilanggraphllmmcpragreactsecuritytestingtypescript

Install in seconds

Install Auto

Copy Auto into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/yonatangross/orchestkit/tree/main/src/skills/auto ~/.claude/skills/auto

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/yonatangross/orchestkit.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: src/skills/auto/SKILL.md in yonatangross/orchestkit
Installs to: ~/.claude/skills/auto
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2793 skills

What Auto does

Auto classifies a plain-English goal and routes it to the right OrchestKit specialist skill. Use it as the default entry point for goal-shaped requests unless you are already inside another skill.

Auto is cataloged under AI Engineering on DirSkills. Auto comes from a repository tagged agent-orchestration, agents, ai-agents, ai-development and anthropic.

Documentation

README

Excerpt

/ork:auto — Intent Router

The front door to OrchestKit. You describe a goal in plain English; the router classifies it and hands off to the right specialist. One entry point, many execution paths.

Why this exists: OrchestKit has 106 skills, but usage telemetry shows users fire only the handful they can name by memory (10 distinct skills across thousands of sessions). The dominant cause of "dead" skills is no front door — not low quality. This router turns "you must know the exact /ork:<name>" into "describe what you want."

Core principle: routing is a deterministic workflow, not an autonomous agent (Anthropic, Building Effective Agents). Classify → confirm → hand off. The router never does the work itself — it picks who does.

When to use

This is the opening of the README. Read the full README on GitHub.

Commands Auto provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/goal
/skill-a
/skill-b

Frequently asked about Auto

What else does yonatangross publish alongside Auto?
Auto is one of 25 skills that DirSkills catalogs from yonatangross/orchestkit, the repository it ships in. Its siblings there include AI UI Generation, API Design and Accessibility. Each one is a separate skill with its own page in this directory, installs the same way Auto does, and is maintained by yonatangross in that same repository. The rest of the collection is listed on the yonatangross/orchestkit page.
How does Auto compare to other AI Engineering skills?
Auto ranks #2528 by stars among the 2793 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Auto against them. Open each page to compare what they document and how they install.