# Clioloop: The Open-Source AI Agent That Thinks in Teams > Source: > Published: 2026-06-19 00:17:49+00:00 Most AI assistants give you one model's answer. If it's wrong, you catch it or you don't. If you use a cheap model, quality drops. If you use a frontier model, you pay frontier prices for everything — even a simple file rename. When you run `/fusion` , a panel of models collaborates on your task: **Planners** (up to 5): Read-only models that research and propose routes in parallel. They figure out the best approach but can't touch your files or run commands. **Main model**: Your chosen model does the actual work — full tool access, fully visible. You watch every step. Not a black box. **Reviewers** (up to 5): Read-only models that critique the draft. They can see images the main model generated. They check for errors, suggest fixes, flag issues. **Verdict loop**: The draft is revised until reviewers approve. The answer you get has already passed independent review. **Fusion**: Everything combines into one reviewed, approved answer. The quality comes from **synthesis** — not from running the same job 5 times. Cheap open models combine into something that rivals a frontier model at a fraction of the cost. Planners and reviewers are read-only at the schema level. They can research and critique, but they can never touch your files or execute commands. Only your main model has tool access, and you watch it work live. Clioloop is also: `MEMORY.md` and `USER.md` , updated automatically`/goal` and it loops until doneOne OAuth login gives you access to 300+ models. No API keys. An OpenAI-compatible proxy means any tool works out of the box. ``` curl -fsSL https://raw.githubusercontent.com/Clioloop/Clioloop-agent/main/scripts/install.sh | bash ``` Then: `clio setup` **Links:** We're building this in the open. Feedback welcome!