Auto Optimize

Q: What is a Claude Code skill and how does the Auto Optimize skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Auto Optimize is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: automation · Last updated: 2026-05-21

使用 auto-run-agent 对目标项目进行自动化分析、评估、设计和优化。完整流程包括：探索项目现状 → 识别问题 → 设计任务列表 → 创建 runner 环境 → 启动自主执行。适用于任何需要批量优化的项目。

From the source SKILL.md

使用 auto-run-agent 编排 Claude Code 对目标项目进行持续自动优化。

What this skill does

Auto Optimize is a community-contributed Claude Code skill in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/auto-optimize/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Auto Optimize Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 119,000+ 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/auto-optimize
curl -L https://claudskills.com/skills/auto-optimize/SKILL.md \
  -o ~/.claude/skills/auto-optimize/SKILL.md

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

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

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Auto Optimize Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/auto-optimize/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Auto Optimize skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Auto Optimize skill?

Use Auto Optimize when your Claude Code task falls under the General category — specifically in the automation area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Auto Optimize" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Auto Optimize skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Auto Optimize is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/LeeJuOh/claude-code-zero/blob/HEAD/plugins/skill-creator-pro/skills/auto-optimize/SKILL.md
Author: LeeJuOh

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

LeeJuOh. (2026). Auto Optimize [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/auto-optimize/

BibTeX

@misc{auto-optimize-2026,
  author    = {LeeJuOh},
  title     = {Auto Optimize [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/auto-optimize/}
}

Embed this skill

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Badge

[![ClaudSkills](https://claudskills.com/badge/auto-optimize.svg)](https://claudskills.com/skills/auto-optimize/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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