{"repo":"fltman/loop-engineer","free":true,"listed":false,"github":"https://github.com/fltman/loop-engineer","clone":"git clone https://github.com/fltman/loop-engineer.git","description":"Claude Code skill + subagent for setting up guardrailed agentic loops (loop engineering): headless, evaluator-optimizer, meta/prompt-refinement, and fan-out patterns.","language":"Shell","stars":34,"topics":["agentic-loops","ai-agents","claude","claude-code","llm-orchestration","loop-engineering","skills","subagents"],"license":"MIT","category":"ai-agents","readme_excerpt":"loop-engineer A Claude Code skill + subagent for setting up and administering agentic loops — the 2026 \"loop engineering\" paradigm where the developer's object of attention shifts source code → agent → loop . \"I don't prompt Claude anymore. I have loops running that prompt Claude… My job is to write loops.\" — Boris Cherny, creator of Claude Code (Anthropic) The loop primitives now exist in Claude Code ( claude -p , /loop , /goal , Tasks, cloud Routines), but nothing helps you choose, scaffold, and guard a loop. This does. Every loop it produces ships with non-negotiable guardrails so it can't \"loopmaxx\" — run forever against a vague objective and burn money. What's inside Note: Claude Code already ships a built-in /loop command (interval/self-paced repetition), so these shortcuts are namespaced /new-loop and /loop-audit to avoid the collision. The five patterns Pattern Use when Scaffold --- --- --- Headless while-loop one binary check, one agent headless-loop.sh / /goal Evaluator-optimizer quality is a judgment call evaluator-optimizer.sh Meta / prompt-refinement you're improving the prompt itself meta-prompt-refine.sh Orchestrator fan-out subtasks can't be predicted up front fanout-orchestrator.sh / Workflow tool Scheduled / triggered run on an interval or with the machine off /loop / cloud Routine Nest them: an orchestrator can spawn evaluator-optimizer inner loops; a meta-loop wraps a headless loop and rewrites its prompt between runs. The one rule that prevents most disas","default_branch":null,"files":null,"tree":[],"storefront":"/r/fltman","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/fltman/loop-engineer/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}