{"repo":"Kevin-Liu-01/Loop","free":true,"listed":false,"github":"https://github.com/Kevin-Liu-01/Loop","clone":"git clone https://github.com/Kevin-Liu-01/Loop.git","description":"An operator desk for self-updating agent skills. track sources, refresh with agents, version every change. Built with Vercel AI Gateway + Sandboxes + Queues.","language":"TypeScript","stars":15,"topics":["agent-skills","agents","nextjs16","skill","skills","ai","ai-sdk","automation","firecrawl","react"],"license":"MIT","category":"workflow-automation","readme_excerpt":"Loop An operator desk for agent skills that tracks sources, refreshes changes, and keeps every diff inspectable. Why Loop · Beliefs · Architecture · Local dev --- Why Loop exists Building Loop taught me more about shipping fast than any framework or tool ever did. Before this, I kept trying to make Codex automations stick. The same two gremlins kept showing up: stale refresh tokens and the fact that Codex had to stay open on my Mac like some deeply unserious daemon process. There were other automation products around, but they were either too expensive, too brittle, or too dependent on babysitting. Loop started as the tool I wanted instead: an operator desk for agent skills that runs on its own. You track the sources a skill depends on, Loop watches those sources, and every refresh lands as a versioned diff with the full run attached. The catalog now has 100+ verified skills, with many sitting at v16 through v21 after weeks of daily autonomous refreshes. That is the whole thesis in one sentence: agent skills should improve while you sleep, not decay while you forget. Shipping beliefs - Automations should run unattended. If a system needs a laptop, a pinned app, or routine manual rescue, it is not automation. - Product logic deserves the custom code. Infrastructure plumbing should be rented whenever possible. - Every refresh should be inspectable. Sources, search traces, summaries, diffs, and version history are product surfaces, not debug leftovers. - Managed primitives are a","default_branch":null,"files":null,"tree":[],"storefront":"/r/Kevin-Liu-01","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Kevin-Liu-01/Loop/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."}