Loop Engineering
Design safe, token-aware AI agent loops — free, no sign-up
Loop Engineering launched on July 2, 2026 with 6 votes, #3,356 of 24,623 launches that month and more than 75% of that year's launches.
What it does
Loop Engineering is a free, no-signup toolkit for designing the system around an AI agent — not just the prompt. Describe a task and it generates copyable /goal prompts for Claude Code & Codex, a runnable continuous-claude command, and a safe GitHub Actions skeleton. It also has a token-cost calculator, a loop readiness score, AGENTS.md/SKILL.md generators, templates, and a failure-case library. Everything runs in your browser — nothing uploaded or executed.
Build loop engineering goals, templates, checklists, and approval gates for Claude Code, Codex, Cursor, GitHub Actions, and other AI agents.
Loop Engineering helps you build copyable AI agent workflows with evidence, stop rules, budget limits, fallbacks, and human approval gates. Start with the goal generator, choose a verified template, or check whether a task is ready for Claude Code, Codex, Cursor, GitHub Actions, or another agent. Changing task type replaces workflow fields after confirmation. /goal Fix the failing CI checks for this pull request with the smallest safe change. Task type: CI Fix Target tool: Claude Code Work toward this goal until all validation checks pass or the stop rule is reached. Design hypothesis: A small, isolated CI fix loop can repair this pull request faster than a broad manual investigation, as…from loopengineering.app
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