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autonomous-loops

Orchestrate autonomous AI agent loops with sequential pipelines and DAG systems.

1|Updated Mar 5, 2026
Search Tags:#automation#development workflow#ai agents#orchestration#autonomous systems#llm loops
One-click install
npx skills add https://github.com/novvoo/skill-router --skill autonomous-loops-novvoo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autonomous-loops
Source: https://github.com/novvoo/skill-router/tree/main/agent/skills/autonomous-loops
Command: npx skills add https://github.com/novvoo/skill-router --skill autonomous-loops-novvoo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides patterns and architectures for running AI agents autonomously in loops, enabling automated development workflows without constant human intervention.

Core Features & Use Cases

  • Orchestration Patterns: From simple sequential pipelines to complex multi-agent DAG systems.
  • Autonomous Development: Set up CI/CD-style pipelines for continuous development.
  • Use Case: Automate the entire process of implementing a new feature, from initial research and planning to coding, testing, and merging, all driven by AI agents.

Quick Start

Use the autonomous-loops skill to implement a new feature based on the provided specification document.

Frequently Asked Questions about autonomous-loops

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

FAQPage Schema
How do I build autonomous AI development workflows?▼

Build autonomous AI development workflows using orchestration patterns like sequential pipelines, REPLs, and continuous PR loops to automate feature implementation from planning to merging without constant human intervention.

What are the patterns for orchestrating multi-agent LLM loops?▼

Multi-agent LLM loop patterns include sequential pipelines, infinite agentic loops, and RFC-driven DAG orchestration, enabling parallel agent execution and context persistence across iterations for robust autonomous systems.

Can I set up continuous PR loops for automated development pipelines?▼

Yes, you can set up continuous PR loops to create CI/CD-style automated development pipelines that handle coding, testing, and merging driven entirely by AI agents.

How do I add quality gates to autonomous AI agent loops?▼

Add quality gates to autonomous AI agent loops by configuring the orchestration complexity, ensuring robust self-running AI development systems maintain standards across iterations.

When should I use RFC-driven DAG orchestration for AI agents?▼

Use RFC-driven DAG orchestration for AI agents when automating complex feature implementation that requires structured planning, parallel execution, and context persistence across multiple autonomous iterations.

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