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autonomous-loops

Orchestrate autonomous AI agent loops with quality gates and stop conditions.

Updated Jan 6, 2023
Search Tags:#automation#workflow#devops#agent#orchestration#quality-gate
One-click install
npx skills add https://github.com/pekral/phpstan-rules --skill autonomous-loops-pekral
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autonomous-loops
Source: https://github.com/pekral/phpstan-rules/tree/main/.claude/skills/autonomous-loops
Command: npx skills add https://github.com/pekral/phpstan-rules --skill autonomous-loops-pekral

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a structured framework for choosing and implementing autonomous agent loops, preventing common pitfalls like hallucination, infinite loops, and unverified code changes.

Core Features & Use Cases

  • Architecture Selection: Choose from patterns ranging from simple sequential pipelines to complex parallel DAG orchestration.
  • Quality Gates: Enforces mandatory verification steps using composer build and composer skill-check to ensure code integrity.
  • Use Case: Use this to automate the resolution of a GitHub issue backlog by chaining issue analysis, implementation, and code review while ensuring every step passes automated quality checks.

Quick Start

Ask the assistant to help you select and configure an autonomous loop architecture for your current task based on the complexity of your requirements.

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 AI agent workflows safely on software projects?▼

You can orchestrate autonomous AI agent workflows safely by using a decision framework that enforces strict quality gates, worktree isolation, and explicit stop conditions to prevent infinite loops and hallucinated code changes.

How do I automate GitHub issue resolution with AI agents while ensuring code quality?▼

Automate GitHub issue resolution by chaining issue analysis, implementation, and code review into a sequential pipeline, ensuring every automated step passes mandatory verification checks like build and skill-check commands.

What is the best way to prevent infinite loops and hallucinated code changes in automated agent workflows?▼

The best way to prevent infinite loops and hallucinated code changes is to implement a structured framework with explicit stop conditions and mandatory verification steps for all automated processes within the orchestration loop.

Does this autonomous agent orchestration framework support parallel execution for complex software tasks?▼

Yes, the framework supports architecture selection ranging from simple sequential pipelines to complex parallel DAG orchestration, allowing you to choose the right pattern based on your specific task complexity.

How do you enforce quality gates during automated code review and testing loops?▼

Quality gates are enforced during automated loops by requiring mandatory verification steps using composer build and composer skill-check commands, ensuring code integrity is verified before any automated process proceeds.

When should I not use autonomous agent loops for DevOps task orchestration?▼

You should avoid using autonomous agent loops when your software tasks lack clear stop conditions or cannot be verified through automated build and skill-check quality gates, risking unverified code changes.

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