AgentWeb

Loopsmith is "the Chief of Staff that builds your Chief of Staff." Every executive wants an AI agent for their workflow but can't architect one. Loopsmith interviews a non-technical leader in plain language, then designs and runs a self-improving "operating loop" — and hands them a working Claude Code repo they keep. The loop ingests real signals (Slack / email / calls / calendar), decides what matters, drafts the actions, grades itself against a quality gate that holds weak output, and writes durable learnings so the next run is better. The self-improvement is measurable, not cosmetic: on a fixed input the gate score climbs run-over-run (75 → 90 → 97 → 98) as the loop learns the operator's preferences, and the run history proves it on screen. You never write a prompt, pick a model, or hear the word "sensor" — you just talk. Built entirely during Claude Build Day; powered by Opus 4.8.