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Loop Engineering
Design safe, token-aware AI agent loops — free, no sign-up
8 followers
Design safe, token-aware AI agent loops — free, no sign-up
8 followers
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.
Free
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How does the loop readiness score actually work behind the scenes, is it a fixed rubric or does it adapt based on the task you describe?
@cemalbxto Good question. Right now it’s a fixed weighted rubric, not an AI-generated score. Yes, Partial, and No give full, half, or zero points for each check. I kept it predictable on purpose, so you can see exactly why you got a certain score. It doesn’t adapt to the task type yet, but I’m thinking about that for a future version.
browser-only and no signup is a nice touch, actually used the failure-case library to tighten up one of my agent loops and it caught a dumb retry loop i hadn't noticed
@dndkarlarrhd2 Honestly, this made my day. Those dumb retry loops are so easy to miss until they start eating time and tokens. Really glad the failure-case library helped you catch it. Thanks for giving it a proper try!
the failure-case library is a really thoughtful touch, feels like it came from people who have actually watched agents break in production rather than just imagined it.