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autonomous-loops

Orchestrate Claude Code workflows across sequential, parallel, and DAG looping patterns.

3|Updated Apr 9, 2026
Search Tags:#automation#workflow#Claude Code#multi-agent#orchestration#error recovery
One-click install
npx skills add https://github.com/rlagycks/oh-my-forge --skill autonomous-loops-rlagycks
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autonomous-loops
Source: https://github.com/rlagycks/oh-my-forge/tree/main/skills/autonomous-loops
Command: npx skills add https://github.com/rlagycks/oh-my-forge --skill autonomous-loops-rlagycks

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides structured architectures and implementations for running Claude Code in various autonomous loop patterns, streamlining repetitive development tasks and complex multi-agent orchestrations.

Core Features & Use Cases

  • Pattern Spectrum: Supports sequential pipelines, REPL sessions, infinite agent loops, continuous PR workflows, de-sloppify cleanup, and RFC-driven DAG orchestration.
  • Use Case: Automate continuous development pipelines, multi-agent content generation, and complex architectural tasks with error recovery and dependency management.
  • Technical Scope: Implements multi-stage agent workflows with context bridging, parallel execution, conflict eviction, and tiered quality pipelines, often leveraging git worktrees and external scripting.

Quick Start

Invoke the autonomous-loops skill to set up a sequence of Claude Code calls with specified prompts for automating project workflows.

Frequently Asked Questions about autonomous-loops

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

FAQPage Schema
How do I automate Claude Code workflows with multi-agent orchestration?▼

Automating Claude Code workflows involves structuring autonomous loops for multi-agent orchestration, enabling parallel execution, context bridging, and conflict management across sequential pipelines or persistent REPL sessions.

What is an RFC-driven DAG in autonomous development pipelines?▼

An RFC-driven DAG in autonomous development pipelines structures large-scale tasks as a directed acyclic graph, coordinating multi-stage agent workflows with dependency management and tiered quality reviews for deterministic execution.

How do I set up a continuous PR workflow with error recovery in Claude Code?▼

Setting up a continuous PR workflow with error recovery uses autonomous looping patterns to automate project pipelines, leveraging git worktrees and external scripting to manage context bridging and handle failures deterministically.

Does autonomous looping support parallel agent execution and conflict eviction?▼

Autonomous looping supports parallel agent execution and conflict eviction by implementing multi-stage agent workflows that manage context across agents, ensuring deterministic execution even during complex orchestration tasks.

What's the best way to run a de-sloppify cleanup loop for code pipelines?▼

Running a de-sloppify cleanup loop uses autonomous looping patterns to continuously process code pipelines, applying tiered quality reviews and structured context bridging to streamline repetitive development tasks.

When should I not use autonomous looping patterns for development automation?▼

Autonomous looping patterns are not ideal for simple, single-step tasks lacking complex dependencies, as the architecture's multi-agent coordination, conflict management, and context bridging overhead targets intricate, repetitive development pipelines.

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