# AgentWeb

- **Event:** [Claude Build Day](https://cerebralvalley.ai/e/claude-startups-build-day)
- **When:** Sat, Jun 13 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Team:** [Harsha Vankayalapati](https://cerebralvalley.ai/u/harshmoney123)
- **GitHub:** https://github.com/harshmoney123/loopsmith
- **Website:** https://loopsmith-sepia.vercel.app
- **Demo video:** https://youtu.be/0IANqIo1EEY
- **Gallery:** https://cerebralvalley.ai/e/claude-startups-build-day/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/claude-startups-build-day/hackathon/gallery/4

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.

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Markdown version of https://cerebralvalley.ai/e/claude-startups-build-day/hackathon/gallery/4. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt