Autonomous Loops

by xu-xiang

Autonomous Loops is an Automation skill for Claude Code, published by xu-xiang in everything-claude-code-zh.

1.9K stars307 forkson xu-xiang/everything-claude-code-zhAdded 2026/08/18+1% in starsRepository updated 2026/03/05

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Install in seconds

Install Autonomous Loops

Copy Autonomous Loops 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/xu-xiang/everything-claude-code-zh/tree/main/skills/autonomous-loops ~/.claude/skills/autonomous-loops

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/xu-xiang/everything-claude-code-zh.git

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

In this catalog

Source file: skills/autonomous-loops/SKILL.md in xu-xiang/everything-claude-code-zh
Installs to: ~/.claude/skills/autonomous-loops
Collection: One of 25 skills cataloged from this repository
Category: Automation — 1523 skills

What Autonomous Loops does

Autonomous Loops provides patterns and architectures for running Claude Code without human intervention, from simple claude -p pipelines to RFC-driven multi-agent DAG orchestration. Use it to set up autonomous development workflows, CI/CD pipelines, parallel agents, and quality gates.

Autonomous Loops is cataloged under Automation on DirSkills. Autonomous Loops comes from a repository tagged ai-agents, anthropic, claude, claude-code and developer-tools.

Documentation

README

Excerpt

自主循环技能 (Autonomous Loops Skill)

用于自主运行 Claude Code 循环的模式、架构和参考实现。涵盖了从简单的 claude -p 流水线到完整的 RFC 驱动多智能体（multi-agent）DAG 编排的所有内容。

适用场景

设置无需人工干预即可运行的自主开发工作流（Workflows）
为你的问题选择合适的循环架构（简单 vs 复杂）
构建 CI/CD 风格的持续开发流水线
运行具有合并协调机制的并行智能体（Agents）
在循环迭代之间实现上下文（Context）持久化
为自主工作流添加质量门禁（Quality gates）和清理环节

循环模式频谱 (Loop Pattern Spectrum)

从最简单到最复杂：

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

Commands Autonomous Loops provides

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

/claw
/verify

Frequently asked about Autonomous Loops

What else does xu-xiang publish alongside Autonomous Loops?
Autonomous Loops is one of 25 skills that DirSkills catalogs from xu-xiang/everything-claude-code-zh, the repository it ships in. Its siblings there include API Design Patterns, Article Writing and Backend Patterns. Each one is a separate skill with its own page in this directory, installs the same way Autonomous Loops does, and is maintained by xu-xiang in that same repository. The rest of the collection is listed on the xu-xiang/everything-claude-code-zh page.
How does Autonomous Loops compare to other Automation skills?
Autonomous Loops ranks #529 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. 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 Autonomous Loops against them. Open each page to compare what they document and how they install.