autonomous-loops

Automates Claude Code loops for multi-agent workflows and DAG orchestration.

1|Updated Feb 13, 2026
One-click install
npx skills add https://github.com/ROLLED740/vibe-clone-pro --skill autonomous-loops-rolled740
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autonomous-loops
Source: https://github.com/ROLLED740/vibe-clone-pro/tree/main/.agent/skills/autonomous-loops
Command: npx skills add https://github.com/ROLLED740/vibe-clone-pro --skill autonomous-loops-rolled740

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Patterns and architectures for running Claude Code autonomously in loops, enabling scalable multi-agent workflows.

Core Features & Use Cases

  • Patterns range from simple sequential pipelines to RFC-driven multi-agent DAG orchestration.
  • Supports isolated context windows per stage, per-agent execution, and a centralized merge/eviction landing process.
  • Useful for automation-heavy software development, research tasks, and complex feature orchestration in codebases.

Quick Start

Deploy an initial RFC-driven loop by configuring a spec and invoking the orchestrator to start autonomous Claude Code execution.

Frequently Asked Questions about autonomous-loops

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate autonomous Claude Code loops for multi-agent workflows?

You orchestrate autonomous Claude Code loops by configuring an initial spec and invoking the orchestrator to start autonomous execution. This automates sequential pipelines, NanoClaw REPL sessions, and infinite agent loops for complex software development tasks.

What is RFC-driven DAG orchestration and when do I need it for software pipelines?

RFC-driven DAG orchestration coordinates multi-agent execution across directed acyclic graphs using request-for-comments specs. You need it when automating complex feature orchestration in codebases requiring isolated context windows and per-stage agents.

How do I set up an RFC-driven loop to start autonomous Claude Code execution?

To set up an RFC-driven loop, configure an initial specification and invoke the orchestrator. The Skill requires explicit frontmatter metadata, specifically name and description fields in SKILL.md, alongside optional directories like scripts, references, and assets.

Can I use isolated context windows for per-stage agents in a Claude Code pipeline?

Yes, you can use isolated context windows for per-stage agents in a Claude Code pipeline. The orchestration supports isolated context per stage, centralized merge-queue processing, and eviction landing mechanisms for sequential pipelines and infinite loops.

Does autonomous Claude Code orchestration support NanoClaw REPL sessions?

Yes, autonomous Claude Code orchestration supports NanoClaw REPL sessions. The automation applies to sequential pipelines, infinite agent loops, and RFC-driven DAG orchestration across both software development and research tasks.

What are the limitations of running infinite agent loops with Claude Code?

Infinite agent loops require careful context isolation and merge-queue management to prevent eviction issues. While useful for automation-heavy development and research, you must manage per-stage agents and centralized landing processes to maintain workflow stability.