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cobusgreyling/loop-engineering

⭐ 11735 JavaScript added to this list on 2026-08-03 repository created 2026-06-09

Loop Engineering is a comprehensive framework and set of tools designed to facilitate the development and operation of AI coding agents, with a focus on system design rather than individual prompts. It introduces the concept of "loop engineering," where users design the system that prompts and orchestrates agents, rather than directly prompting them. The project offers practical patterns, starter kits, and a suite of Command Line Interface (CLI) tools to manage various aspects of agentic workflows. The core components include `loop init` for scaffolding agent skills, state, and budget files, and `loop doctor` for auditing, syncing, and checking files. It supports integration with various AI coding agents like Grok, Claude Code, and Codex. Key features include a 'Loop Readiness Score,' cost estimation (`loop-cost`), drift detection (`loop-sync`), stateful memory management (`loop-context`), and tools for managing isolated Git worktrees (`loop-worktree`) and enforcing governance policies (`loop-gate`). The project aims to provide a structured approach for developers to build robust and efficient AI agent systems, moving beyond ad-hoc prompting to a more systematic and auditable engineering discipline. It also offers an interactive showcase and pattern picker to help users get started with different loop designs.

https://github.com/cobusgreyling/loop-engineering

agentic-aiai-agentsai-codinganthropicautomationclaudeclaude-codecodexcoding-agentsdevops-automationdevtoolsgithub-actionsgrokllmloop-engineeringmcpprompt-engineeringcli-toolsagent-orchestrationai-workflowagent-development