loop-engineering
Installation
SKILL.md
Loop Engineering
Loop Engineering is a new AI programming paradigm -- designing autonomous loop systems that allow Agents to continuously execute tasks in an environment with goals, feedback, and self-verification, eliminating the need for manual prompting.
Use Cases
Use when users need to learn about "Loop Engineering", "AI loop systems", "autonomous Agent design", "/loop", "/goal", "AI programming paradigms", or "system architect".
Core Concepts
Transition from single prompt calls to continuous loop systems:
| Paradigm | How It Works | Developer Role |
|---|---|---|
| Prompt Engineering | Manually enter prompts, model executes once, human judges results | Prompt Engineer |
| Harness Engineering | Build a constrained environment for a single Agent with pre-checks/fixes/hooks, still requires human triggering | Harness Engineer |
| Loop Engineering | Manage multi-Agent sequencing, decision-making, and autonomous loops, self-driven over long periods across many rounds | System Architect / Loop Engineer |